tinyml-backend / frontend /src /lib /edge /dataset-profile.ts
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// AUTO-GENERATED TELEMETRY DATASET PROFILE
// Ground Truth Corpus: 60000 Verified Patient Telemetry Observations
// IEC 60601-1 Medical Sensor Calibration Pipeline
export interface BinData {
label: string;
min: number;
max: number;
count: number;
pct: number;
}
export interface FeatureStat {
key: string;
name: string;
unit: string;
desc: string;
normal_range: string;
normal_min: number;
normal_max: number;
alert: string;
mean: number;
std: number;
min: number;
q25: number;
median: number;
q75: number;
max: number;
iqr: number;
bins: BinData[];
means_by_disease: Record<string, number>;
}
export interface TargetClass {
disease: string;
count: number;
percentage: number;
color: string;
}
export interface AlertPrevalence {
name: string;
abnormal_count: number;
normal_count: number;
abnormal_pct: number;
}
export interface CorrelationMatrix {
labels: string[];
keys: string[];
matrix: number[][];
}
export interface FeatureDependency {
feature: string;
key: string;
correlation: number;
abs_corr: number;
unit: string;
impact: string;
}
export interface DatasetSummary {
total_records: number;
total_features: number;
file_size_mb: number;
missing_values: number;
completeness_pct: number;
classes_count: number;
sampling_fidelity: string;
}
export interface DatasetProfile {
summary: DatasetSummary;
columns: string[];
target_distribution: TargetClass[];
alert_prevalence: AlertPrevalence[];
feature_stats: FeatureStat[];
correlation_matrix: CorrelationMatrix;
feature_dependencies: FeatureDependency[];
sample_rows: Record<string, unknown>[];
}
export const DATASET_PROFILE: DatasetProfile = {
"summary": {
"total_records": 60000,
"total_features": 13,
"file_size_mb": 4.49,
"missing_values": 0,
"completeness_pct": 100.0,
"classes_count": 5,
"sampling_fidelity": "IEC-60601-1 Telemetry Validated"
},
"columns": [
"Patient Number",
"Heart Rate (bpm)",
"SpO2 Level (%)",
"Systolic Blood Pressure (mmHg)",
"Diastolic Blood Pressure (mmHg)",
"Body Temperature (\u00b0C)",
"Fall Detection",
"Predicted Disease",
"Data Accuracy (%)",
"Heart Rate Alert",
"SpO2 Level Alert",
"Blood Pressure Alert",
"Temperature Alert"
],
"target_distribution": [
{
"disease": "Diabetes Mellitus",
"count": 12167,
"percentage": 20.28,
"color": "#2563EB"
},
{
"disease": "Heart Disease",
"count": 12044,
"percentage": 20.07,
"color": "#9F2F2D"
},
{
"disease": "Healthy",
"count": 11973,
"percentage": 19.96,
"color": "#16A34A"
},
{
"disease": "Hypertension",
"count": 11928,
"percentage": 19.88,
"color": "#D97706"
},
{
"disease": "Asthma",
"count": 11888,
"percentage": 19.81,
"color": "#7C3AED"
}
],
"alert_prevalence": [
{
"name": "Blood Pressure Alert",
"abnormal_count": 33470,
"normal_count": 26530,
"abnormal_pct": 55.78
},
{
"name": "Heart Rate Alert",
"abnormal_count": 23008,
"normal_count": 36992,
"abnormal_pct": 38.35
},
{
"name": "SpO2 Level Alert",
"abnormal_count": 25230,
"normal_count": 34770,
"abnormal_pct": 42.05
},
{
"name": "Temperature Alert",
"abnormal_count": 15344,
"normal_count": 44656,
"abnormal_pct": 25.57
},
{
"name": "Fall Detection Event",
"abnormal_count": 3074,
"normal_count": 56926,
"abnormal_pct": 5.12
}
],
"feature_stats": [
{
"key": "Heart Rate (bpm)",
"name": "Heart Rate",
"unit": "bpm",
"desc": "Cardiac chronotropic telemetry frequency",
"normal_range": "60\u2013100 bpm",
"normal_min": 60,
"normal_max": 100,
"alert": "Pulse > 100 bpm (Tachycardia) or < 60 bpm (Bradycardia)",
"mean": 94.57,
"std": 18.38,
"min": 50.0,
"q25": 82.0,
"median": 95.0,
"q75": 106.0,
"max": 139.0,
"iqr": 24.0,
"bins": [
{
"label": "50.0\u201357.4",
"min": 50.0,
"max": 57.4,
"count": 396,
"pct": 0.66
},
{
"label": "57.4\u201364.8",
"min": 57.4,
"max": 64.8,
"count": 2703,
"pct": 4.5
},
{
"label": "64.8\u201372.2",
"min": 64.8,
"max": 72.2,
"count": 4578,
"pct": 7.63
},
{
"label": "72.2\u201379.7",
"min": 72.2,
"max": 79.7,
"count": 4645,
"pct": 7.74
},
{
"label": "79.7\u201387.1",
"min": 79.7,
"max": 87.1,
"count": 8995,
"pct": 14.99
},
{
"label": "87.1\u201394.5",
"min": 87.1,
"max": 94.5,
"count": 8629,
"pct": 14.38
},
{
"label": "94.5\u2013101.9",
"min": 94.5,
"max": 101.9,
"count": 9069,
"pct": 15.12
},
{
"label": "101.9\u2013109.3",
"min": 101.9,
"max": 109.3,
"count": 11366,
"pct": 18.94
},
{
"label": "109.3\u2013116.8",
"min": 109.3,
"max": 116.8,
"count": 2492,
"pct": 4.15
},
{
"label": "116.8\u2013124.2",
"min": 116.8,
"max": 124.2,
"count": 2527,
"pct": 4.21
},
{
"label": "124.2\u2013131.6",
"min": 124.2,
"max": 131.6,
"count": 2165,
"pct": 3.61
},
{
"label": "131.6\u2013139.0",
"min": 131.6,
"max": 139.0,
"count": 2435,
"pct": 4.06
}
],
"means_by_disease": {
"Asthma": 99.57,
"Diabetes Mellitus": 94.44,
"Healthy": 74.44,
"Heart Disease": 119.59,
"Hypertension": 84.67
}
},
{
"key": "SpO2 Level (%)",
"name": "SpO2 Oxygen Saturation",
"unit": "%",
"desc": "Arterial blood oxygen saturation telemetry",
"normal_range": "95\u2013100 %",
"normal_min": 95,
"normal_max": 100,
"alert": "Saturation < 95% (Hypoxemia threshold)",
"mean": 94.55,
"std": 3.84,
"min": 84.0,
"q25": 92.0,
"median": 96.0,
"q75": 98.0,
"max": 100.0,
"iqr": 6.0,
"bins": [
{
"label": "84.0\u201385.3",
"min": 84.0,
"max": 85.3,
"count": 1412,
"pct": 2.35
},
{
"label": "85.3\u201386.7",
"min": 85.3,
"max": 86.7,
"count": 1311,
"pct": 2.19
},
{
"label": "86.7\u201388.0",
"min": 86.7,
"max": 88.0,
"count": 1407,
"pct": 2.34
},
{
"label": "88.0\u201389.3",
"min": 88.0,
"max": 89.3,
"count": 3321,
"pct": 5.54
},
{
"label": "89.3\u201390.7",
"min": 89.3,
"max": 90.7,
"count": 2241,
"pct": 3.74
},
{
"label": "90.7\u201392.0",
"min": 90.7,
"max": 92.0,
"count": 2855,
"pct": 4.76
},
{
"label": "92.0\u201393.3",
"min": 92.0,
"max": 93.3,
"count": 8443,
"pct": 14.07
},
{
"label": "93.3\u201394.7",
"min": 93.3,
"max": 94.7,
"count": 4240,
"pct": 7.07
},
{
"label": "94.7\u201396.0",
"min": 94.7,
"max": 96.0,
"count": 4743,
"pct": 7.9
},
{
"label": "96.0\u201397.3",
"min": 96.0,
"max": 97.3,
"count": 15001,
"pct": 25.0
},
{
"label": "97.3\u201398.7",
"min": 97.3,
"max": 98.7,
"count": 6289,
"pct": 10.48
},
{
"label": "98.7\u2013100.0",
"min": 98.7,
"max": 100.0,
"count": 8737,
"pct": 14.56
}
],
"means_by_disease": {
"Asthma": 88.98,
"Diabetes Mellitus": 95.43,
"Healthy": 97.49,
"Heart Disease": 95.43,
"Hypertension": 95.39
}
},
{
"key": "Systolic Blood Pressure (mmHg)",
"name": "Systolic Blood Pressure",
"unit": "mmHg",
"desc": "Peak ventricular contraction arterial pressure",
"normal_range": "90\u2013120 mmHg",
"normal_min": 90,
"normal_max": 120,
"alert": "Pressure > 140 mmHg (Hypertensive crisis risk)",
"mean": 139.15,
"std": 26.93,
"min": 90.0,
"q25": 116.0,
"median": 138.0,
"q75": 161.0,
"max": 199.0,
"iqr": 45.0,
"bins": [
{
"label": "90.0\u201399.1",
"min": 90.0,
"max": 99.1,
"count": 2499,
"pct": 4.17
},
{
"label": "99.1\u2013108.2",
"min": 99.1,
"max": 108.2,
"count": 2536,
"pct": 4.23
},
{
"label": "108.2\u2013117.2",
"min": 108.2,
"max": 117.2,
"count": 13155,
"pct": 21.93
},
{
"label": "117.2\u2013126.3",
"min": 117.2,
"max": 126.3,
"count": 6748,
"pct": 11.25
},
{
"label": "126.3\u2013135.4",
"min": 126.3,
"max": 135.4,
"count": 4001,
"pct": 6.67
},
{
"label": "135.4\u2013144.5",
"min": 135.4,
"max": 144.5,
"count": 4759,
"pct": 7.93
},
{
"label": "144.5\u2013153.6",
"min": 144.5,
"max": 153.6,
"count": 6807,
"pct": 11.34
},
{
"label": "153.6\u2013162.7",
"min": 153.6,
"max": 162.7,
"count": 5700,
"pct": 9.5
},
{
"label": "162.7\u2013171.8",
"min": 162.7,
"max": 171.8,
"count": 5110,
"pct": 8.52
},
{
"label": "171.8\u2013180.8",
"min": 171.8,
"max": 180.8,
"count": 4472,
"pct": 7.45
},
{
"label": "180.8\u2013189.9",
"min": 180.8,
"max": 189.9,
"count": 2059,
"pct": 3.43
},
{
"label": "189.9\u2013199.0",
"min": 189.9,
"max": 199.0,
"count": 2154,
"pct": 3.59
}
],
"means_by_disease": {
"Asthma": 124.87,
"Diabetes Mellitus": 125.13,
"Healthy": 114.51,
"Heart Disease": 159.34,
"Hypertension": 172.03
}
},
{
"key": "Diastolic Blood Pressure (mmHg)",
"name": "Diastolic Blood Pressure",
"unit": "mmHg",
"desc": "Resting ventricular filling arterial pressure",
"normal_range": "60\u201380 mmHg",
"normal_min": 60,
"normal_max": 80,
"alert": "Pressure > 90 mmHg (Hypertension boundary)",
"mean": 88.95,
"std": 17.86,
"min": 50.0,
"q25": 75.0,
"median": 89.0,
"q75": 102.0,
"max": 130.0,
"iqr": 27.0,
"bins": [
{
"label": "50.0\u201356.7",
"min": 50.0,
"max": 56.7,
"count": 1545,
"pct": 2.57
},
{
"label": "56.7\u201363.3",
"min": 56.7,
"max": 63.3,
"count": 1937,
"pct": 3.23
},
{
"label": "63.3\u201370.0",
"min": 63.3,
"max": 70.0,
"count": 2673,
"pct": 4.46
},
{
"label": "70.0\u201376.7",
"min": 70.0,
"max": 76.7,
"count": 12415,
"pct": 20.69
},
{
"label": "76.7\u201383.3",
"min": 76.7,
"max": 83.3,
"count": 8081,
"pct": 13.47
},
{
"label": "83.3\u201390.0",
"min": 83.3,
"max": 90.0,
"count": 3362,
"pct": 5.6
},
{
"label": "90.0\u201396.7",
"min": 90.0,
"max": 96.7,
"count": 7818,
"pct": 13.03
},
{
"label": "96.7\u2013103.3",
"min": 96.7,
"max": 103.3,
"count": 8373,
"pct": 13.96
},
{
"label": "103.3\u2013110.0",
"min": 103.3,
"max": 110.0,
"count": 6590,
"pct": 10.98
},
{
"label": "110.0\u2013116.7",
"min": 110.0,
"max": 116.7,
"count": 2691,
"pct": 4.49
},
{
"label": "116.7\u2013123.3",
"min": 116.7,
"max": 123.3,
"count": 2475,
"pct": 4.12
},
{
"label": "123.3\u2013130.0",
"min": 123.3,
"max": 130.0,
"count": 2040,
"pct": 3.4
}
],
"means_by_disease": {
"Asthma": 79.45,
"Diabetes Mellitus": 79.51,
"Healthy": 74.53,
"Heart Disease": 99.57,
"Hypertension": 111.81
}
},
{
"key": "Body Temperature (\u00b0C)",
"name": "Body Temperature",
"unit": "\u00b0C",
"desc": "Physiological thermal equilibrium reading",
"normal_range": "36.5\u201337.5 \u00b0C",
"normal_min": 36.5,
"normal_max": 37.5,
"alert": "Core Temp > 37.8\u00b0C (Pyrexia) or < 36.0\u00b0C (Hypothermia)",
"mean": 37.12,
"std": 0.63,
"min": 35.0,
"q25": 36.7,
"median": 37.0,
"q75": 37.6,
"max": 39.3,
"iqr": 0.9,
"bins": [
{
"label": "35.0\u201335.4",
"min": 35.0,
"max": 35.4,
"count": 118,
"pct": 0.2
},
{
"label": "35.4\u201335.7",
"min": 35.4,
"max": 35.7,
"count": 590,
"pct": 0.98
},
{
"label": "35.7\u201336.1",
"min": 35.7,
"max": 36.1,
"count": 1294,
"pct": 2.16
},
{
"label": "36.1\u201336.4",
"min": 36.1,
"max": 36.4,
"count": 4409,
"pct": 7.35
},
{
"label": "36.4\u201336.8",
"min": 36.4,
"max": 36.8,
"count": 11752,
"pct": 19.59
},
{
"label": "36.8\u201337.1",
"min": 36.8,
"max": 37.1,
"count": 15335,
"pct": 25.56
},
{
"label": "37.1\u201337.5",
"min": 37.1,
"max": 37.5,
"count": 11158,
"pct": 18.6
},
{
"label": "37.5\u201337.9",
"min": 37.5,
"max": 37.9,
"count": 6405,
"pct": 10.67
},
{
"label": "37.9\u201338.2",
"min": 37.9,
"max": 38.2,
"count": 6017,
"pct": 10.03
},
{
"label": "38.2\u201338.6",
"min": 38.2,
"max": 38.6,
"count": 2749,
"pct": 4.58
},
{
"label": "38.6\u201338.9",
"min": 38.6,
"max": 38.9,
"count": 156,
"pct": 0.26
},
{
"label": "38.9\u201339.3",
"min": 38.9,
"max": 39.3,
"count": 17,
"pct": 0.03
}
],
"means_by_disease": {
"Asthma": 37.0,
"Diabetes Mellitus": 37.85,
"Healthy": 36.75,
"Heart Disease": 37.0,
"Hypertension": 36.99
}
},
{
"key": "Data Accuracy (%)",
"name": "Telemetry Data Accuracy",
"unit": "%",
"desc": "Hardware sensor packet integrity & SNR confidence",
"normal_range": "90\u2013100 %",
"normal_min": 90,
"normal_max": 100,
"alert": "SNR Packet Fidelity < 85%",
"mean": 92.51,
"std": 4.61,
"min": 85.0,
"q25": 89.0,
"median": 93.0,
"q75": 97.0,
"max": 100.0,
"iqr": 8.0,
"bins": [
{
"label": "85.0\u201386.2",
"min": 85.0,
"max": 86.2,
"count": 7472,
"pct": 12.45
},
{
"label": "86.2\u201387.5",
"min": 86.2,
"max": 87.5,
"count": 3682,
"pct": 6.14
},
{
"label": "87.5\u201388.8",
"min": 87.5,
"max": 88.8,
"count": 3799,
"pct": 6.33
},
{
"label": "88.8\u201390.0",
"min": 88.8,
"max": 90.0,
"count": 3787,
"pct": 6.31
},
{
"label": "90.0\u201391.2",
"min": 90.0,
"max": 91.2,
"count": 7478,
"pct": 12.46
},
{
"label": "91.2\u201392.5",
"min": 91.2,
"max": 92.5,
"count": 3690,
"pct": 6.15
},
{
"label": "92.5\u201393.8",
"min": 92.5,
"max": 93.8,
"count": 3866,
"pct": 6.44
},
{
"label": "93.8\u201395.0",
"min": 93.8,
"max": 95.0,
"count": 3680,
"pct": 6.13
},
{
"label": "95.0\u201396.2",
"min": 95.0,
"max": 96.2,
"count": 7495,
"pct": 12.49
},
{
"label": "96.2\u201397.5",
"min": 96.2,
"max": 97.5,
"count": 3670,
"pct": 6.12
},
{
"label": "97.5\u201398.8",
"min": 97.5,
"max": 98.8,
"count": 3842,
"pct": 6.4
},
{
"label": "98.8\u2013100.0",
"min": 98.8,
"max": 100.0,
"count": 7539,
"pct": 12.57
}
],
"means_by_disease": {
"Asthma": 92.5,
"Diabetes Mellitus": 92.43,
"Healthy": 92.49,
"Heart Disease": 92.63,
"Hypertension": 92.51
}
}
],
"correlation_matrix": {
"labels": [
"Heart Rate",
"SpO2 Oxygen",
"Systolic BP",
"Diastolic BP",
"Body Temp",
"Accuracy",
"Risk Severity",
"Heart Disease",
"Hypertension"
],
"keys": [
"Heart Rate (bpm)",
"SpO2 Level (%)",
"Systolic Blood Pressure (mmHg)",
"Diastolic Blood Pressure (mmHg)",
"Body Temperature (\u00b0C)",
"Data Accuracy (%)",
"Risk_Severity",
"Is_Heart_Disease",
"Is_Hypertension"
],
"matrix": [
[
1.0,
-0.21,
0.248,
0.172,
0.083,
0.01,
0.682,
0.682,
-0.269
],
[
-0.21,
1.0,
0.078,
0.086,
0.002,
-0.001,
-0.453,
0.114,
0.109
],
[
0.248,
0.078,
1.0,
0.655,
-0.073,
0.007,
0.552,
0.376,
0.608
],
[
0.172,
0.086,
0.655,
1.0,
-0.081,
0.01,
0.401,
0.298,
0.638
],
[
0.083,
0.002,
-0.073,
-0.081,
1.0,
-0.01,
-0.011,
-0.097,
-0.101
],
[
0.01,
-0.001,
0.007,
0.01,
-0.01,
1.0,
0.011,
0.013,
0.0
],
[
0.682,
-0.453,
0.552,
0.401,
-0.011,
0.011,
1.0,
0.537,
0.123
],
[
0.682,
0.114,
0.376,
0.298,
-0.097,
0.013,
0.537,
1.0,
-0.25
],
[
-0.269,
0.109,
0.608,
0.638,
-0.101,
0.0,
0.123,
-0.25,
1.0
]
]
},
"feature_dependencies": [
{
"feature": "Heart Rate",
"key": "Heart Rate (bpm)",
"correlation": 0.682,
"abs_corr": 0.682,
"unit": "bpm",
"impact": "High Primary Predictor"
},
{
"feature": "Systolic Blood Pressure",
"key": "Systolic Blood Pressure (mmHg)",
"correlation": 0.376,
"abs_corr": 0.376,
"unit": "mmHg",
"impact": "Moderate Risk Factor"
},
{
"feature": "Diastolic Blood Pressure",
"key": "Diastolic Blood Pressure (mmHg)",
"correlation": 0.298,
"abs_corr": 0.298,
"unit": "mmHg",
"impact": "Moderate Risk Factor"
},
{
"feature": "SpO2 Oxygen Saturation",
"key": "SpO2 Level (%)",
"correlation": 0.114,
"abs_corr": 0.114,
"unit": "%",
"impact": "Baseline Background"
},
{
"feature": "Body Temperature",
"key": "Body Temperature (\u00b0C)",
"correlation": -0.097,
"abs_corr": 0.097,
"unit": "\u00b0C",
"impact": "Baseline Background"
},
{
"feature": "Telemetry Data Accuracy",
"key": "Data Accuracy (%)",
"correlation": 0.013,
"abs_corr": 0.013,
"unit": "%",
"impact": "Baseline Background"
}
],
"sample_rows": [
{
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"Heart Rate (bpm)": 98,
"SpO2 Level (%)": 96,
"Systolic Blood Pressure (mmHg)": 120,
"Diastolic Blood Pressure (mmHg)": 86,
"Body Temperature (\u00b0C)": 38.1,
"Fall Detection": "No",
"Predicted Disease": "Diabetes Mellitus",
"Data Accuracy (%)": 95,
"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "ABNORMAL"
},
{
"Patient Number": 2,
"Heart Rate (bpm)": 105,
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"Systolic Blood Pressure (mmHg)": 177,
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"Body Temperature (\u00b0C)": 37.6,
"Fall Detection": "No",
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"Heart Rate Alert": "ABNORMAL",
"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "ABNORMAL"
},
{
"Patient Number": 3,
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"Body Temperature (\u00b0C)": 37.0,
"Fall Detection": "No",
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"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
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"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
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"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "ABNORMAL"
},
{
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"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "NORMAL"
},
{
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"Blood Pressure Alert": "ABNORMAL",
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},
{
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"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "NORMAL"
},
{
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"Blood Pressure Alert": "ABNORMAL",
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},
{
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"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "NORMAL"
},
{
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"Fall Detection": "No",
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"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "ABNORMAL"
},
{
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"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "ABNORMAL"
},
{
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"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "NORMAL"
},
{
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"Heart Rate (bpm)": 56,
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"Heart Rate Alert": "ABNORMAL",
"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "NORMAL"
},
{
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"Heart Rate (bpm)": 59,
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"Fall Detection": "No",
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"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "NORMAL"
},
{
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"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
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"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "ABNORMAL"
},
{
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"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "ABNORMAL"
},
{
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"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
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"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
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"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "NORMAL"
},
{
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"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
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"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
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"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "NORMAL"
},
{
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"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "ABNORMAL"
},
{
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"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "ABNORMAL"
},
{
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"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
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"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
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"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
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"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "NORMAL"
},
{
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"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "ABNORMAL"
},
{
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"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
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"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
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"Fall Detection": "No",
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"Heart Rate Alert": "ABNORMAL",
"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 35,
"Heart Rate (bpm)": 101,
"SpO2 Level (%)": 98,
"Systolic Blood Pressure (mmHg)": 142,
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"Body Temperature (\u00b0C)": 38.1,
"Fall Detection": "No",
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"Heart Rate Alert": "ABNORMAL",
"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "ABNORMAL"
},
{
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"Fall Detection": "No",
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"Heart Rate Alert": "ABNORMAL",
"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "NORMAL"
},
{
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"Systolic Blood Pressure (mmHg)": 197,
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"Fall Detection": "No",
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"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "ABNORMAL"
},
{
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"SpO2 Level (%)": 95,
"Systolic Blood Pressure (mmHg)": 139,
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"Fall Detection": "No",
"Predicted Disease": "Diabetes Mellitus",
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"Heart Rate Alert": "ABNORMAL",
"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "ABNORMAL"
},
{
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"SpO2 Level (%)": 86,
"Systolic Blood Pressure (mmHg)": 139,
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"Body Temperature (\u00b0C)": 35.9,
"Fall Detection": "No",
"Predicted Disease": "Asthma",
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"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
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"SpO2 Level (%)": 97,
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"Body Temperature (\u00b0C)": 36.8,
"Fall Detection": "No",
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"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
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"Heart Rate (bpm)": 110,
"SpO2 Level (%)": 98,
"Systolic Blood Pressure (mmHg)": 150,
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"Body Temperature (\u00b0C)": 37.3,
"Fall Detection": "No",
"Predicted Disease": "Heart Disease",
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"Heart Rate Alert": "ABNORMAL",
"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 42,
"Heart Rate (bpm)": 97,
"SpO2 Level (%)": 89,
"Systolic Blood Pressure (mmHg)": 120,
"Diastolic Blood Pressure (mmHg)": 78,
"Body Temperature (\u00b0C)": 36.6,
"Fall Detection": "Yes",
"Predicted Disease": "Asthma",
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"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 43,
"Heart Rate (bpm)": 83,
"SpO2 Level (%)": 96,
"Systolic Blood Pressure (mmHg)": 172,
"Diastolic Blood Pressure (mmHg)": 102,
"Body Temperature (\u00b0C)": 36.8,
"Fall Detection": "No",
"Predicted Disease": "Hypertension",
"Data Accuracy (%)": 100,
"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 44,
"Heart Rate (bpm)": 108,
"SpO2 Level (%)": 93,
"Systolic Blood Pressure (mmHg)": 142,
"Diastolic Blood Pressure (mmHg)": 85,
"Body Temperature (\u00b0C)": 37.9,
"Fall Detection": "No",
"Predicted Disease": "Asthma",
"Data Accuracy (%)": 99,
"Heart Rate Alert": "ABNORMAL",
"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "ABNORMAL"
},
{
"Patient Number": 45,
"Heart Rate (bpm)": 102,
"SpO2 Level (%)": 87,
"Systolic Blood Pressure (mmHg)": 117,
"Diastolic Blood Pressure (mmHg)": 77,
"Body Temperature (\u00b0C)": 37.2,
"Fall Detection": "Yes",
"Predicted Disease": "Asthma",
"Data Accuracy (%)": 92,
"Heart Rate Alert": "ABNORMAL",
"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 46,
"Heart Rate (bpm)": 96,
"SpO2 Level (%)": 97,
"Systolic Blood Pressure (mmHg)": 110,
"Diastolic Blood Pressure (mmHg)": 72,
"Body Temperature (\u00b0C)": 37.9,
"Fall Detection": "No",
"Predicted Disease": "Diabetes Mellitus",
"Data Accuracy (%)": 99,
"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "ABNORMAL"
},
{
"Patient Number": 47,
"Heart Rate (bpm)": 128,
"SpO2 Level (%)": 100,
"Systolic Blood Pressure (mmHg)": 162,
"Diastolic Blood Pressure (mmHg)": 95,
"Body Temperature (\u00b0C)": 36.8,
"Fall Detection": "No",
"Predicted Disease": "Heart Disease",
"Data Accuracy (%)": 98,
"Heart Rate Alert": "ABNORMAL",
"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 48,
"Heart Rate (bpm)": 95,
"SpO2 Level (%)": 88,
"Systolic Blood Pressure (mmHg)": 119,
"Diastolic Blood Pressure (mmHg)": 83,
"Body Temperature (\u00b0C)": 37.2,
"Fall Detection": "No",
"Predicted Disease": "Asthma",
"Data Accuracy (%)": 90,
"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 49,
"Heart Rate (bpm)": 63,
"SpO2 Level (%)": 99,
"Systolic Blood Pressure (mmHg)": 118,
"Diastolic Blood Pressure (mmHg)": 79,
"Body Temperature (\u00b0C)": 36.7,
"Fall Detection": "No",
"Predicted Disease": "Healthy",
"Data Accuracy (%)": 90,
"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 50,
"Heart Rate (bpm)": 58,
"SpO2 Level (%)": 99,
"Systolic Blood Pressure (mmHg)": 150,
"Diastolic Blood Pressure (mmHg)": 125,
"Body Temperature (\u00b0C)": 36.6,
"Fall Detection": "No",
"Predicted Disease": "Hypertension",
"Data Accuracy (%)": 85,
"Heart Rate Alert": "ABNORMAL",
"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 51,
"Heart Rate (bpm)": 107,
"SpO2 Level (%)": 90,
"Systolic Blood Pressure (mmHg)": 136,
"Diastolic Blood Pressure (mmHg)": 84,
"Body Temperature (\u00b0C)": 36.5,
"Fall Detection": "No",
"Predicted Disease": "Asthma",
"Data Accuracy (%)": 97,
"Heart Rate Alert": "ABNORMAL",
"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 52,
"Heart Rate (bpm)": 94,
"SpO2 Level (%)": 91,
"Systolic Blood Pressure (mmHg)": 112,
"Diastolic Blood Pressure (mmHg)": 95,
"Body Temperature (\u00b0C)": 37.9,
"Fall Detection": "No",
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"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "ABNORMAL"
},
{
"Patient Number": 53,
"Heart Rate (bpm)": 103,
"SpO2 Level (%)": 100,
"Systolic Blood Pressure (mmHg)": 154,
"Diastolic Blood Pressure (mmHg)": 89,
"Body Temperature (\u00b0C)": 38.4,
"Fall Detection": "No",
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"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "ABNORMAL"
},
{
"Patient Number": 54,
"Heart Rate (bpm)": 94,
"SpO2 Level (%)": 88,
"Systolic Blood Pressure (mmHg)": 162,
"Diastolic Blood Pressure (mmHg)": 107,
"Body Temperature (\u00b0C)": 36.4,
"Fall Detection": "No",
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"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 55,
"Heart Rate (bpm)": 100,
"SpO2 Level (%)": 97,
"Systolic Blood Pressure (mmHg)": 189,
"Diastolic Blood Pressure (mmHg)": 104,
"Body Temperature (\u00b0C)": 37.6,
"Fall Detection": "No",
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"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "ABNORMAL"
},
{
"Patient Number": 56,
"Heart Rate (bpm)": 98,
"SpO2 Level (%)": 96,
"Systolic Blood Pressure (mmHg)": 185,
"Diastolic Blood Pressure (mmHg)": 118,
"Body Temperature (\u00b0C)": 36.5,
"Fall Detection": "No",
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"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 57,
"Heart Rate (bpm)": 95,
"SpO2 Level (%)": 86,
"Systolic Blood Pressure (mmHg)": 152,
"Diastolic Blood Pressure (mmHg)": 72,
"Body Temperature (\u00b0C)": 37.3,
"Fall Detection": "Yes",
"Predicted Disease": "Asthma",
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"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 58,
"Heart Rate (bpm)": 74,
"SpO2 Level (%)": 97,
"Systolic Blood Pressure (mmHg)": 114,
"Diastolic Blood Pressure (mmHg)": 74,
"Body Temperature (\u00b0C)": 36.9,
"Fall Detection": "No",
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"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 59,
"Heart Rate (bpm)": 91,
"SpO2 Level (%)": 94,
"Systolic Blood Pressure (mmHg)": 161,
"Diastolic Blood Pressure (mmHg)": 96,
"Body Temperature (\u00b0C)": 37.4,
"Fall Detection": "No",
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"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 60,
"Heart Rate (bpm)": 99,
"SpO2 Level (%)": 95,
"Systolic Blood Pressure (mmHg)": 171,
"Diastolic Blood Pressure (mmHg)": 98,
"Body Temperature (\u00b0C)": 36.0,
"Fall Detection": "No",
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"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 61,
"Heart Rate (bpm)": 139,
"SpO2 Level (%)": 100,
"Systolic Blood Pressure (mmHg)": 159,
"Diastolic Blood Pressure (mmHg)": 97,
"Body Temperature (\u00b0C)": 36.2,
"Fall Detection": "Yes",
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"Heart Rate Alert": "ABNORMAL",
"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 62,
"Heart Rate (bpm)": 69,
"SpO2 Level (%)": 99,
"Systolic Blood Pressure (mmHg)": 115,
"Diastolic Blood Pressure (mmHg)": 71,
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"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 63,
"Heart Rate (bpm)": 87,
"SpO2 Level (%)": 100,
"Systolic Blood Pressure (mmHg)": 139,
"Diastolic Blood Pressure (mmHg)": 73,
"Body Temperature (\u00b0C)": 38.1,
"Fall Detection": "No",
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"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "ABNORMAL"
},
{
"Patient Number": 64,
"Heart Rate (bpm)": 77,
"SpO2 Level (%)": 97,
"Systolic Blood Pressure (mmHg)": 111,
"Diastolic Blood Pressure (mmHg)": 74,
"Body Temperature (\u00b0C)": 36.6,
"Fall Detection": "No",
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"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 65,
"Heart Rate (bpm)": 102,
"SpO2 Level (%)": 96,
"Systolic Blood Pressure (mmHg)": 115,
"Diastolic Blood Pressure (mmHg)": 86,
"Body Temperature (\u00b0C)": 37.9,
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"Heart Rate Alert": "ABNORMAL",
"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "ABNORMAL"
},
{
"Patient Number": 66,
"Heart Rate (bpm)": 105,
"SpO2 Level (%)": 92,
"Systolic Blood Pressure (mmHg)": 166,
"Diastolic Blood Pressure (mmHg)": 118,
"Body Temperature (\u00b0C)": 35.7,
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"Heart Rate Alert": "ABNORMAL",
"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 67,
"Heart Rate (bpm)": 94,
"SpO2 Level (%)": 93,
"Systolic Blood Pressure (mmHg)": 152,
"Diastolic Blood Pressure (mmHg)": 81,
"Body Temperature (\u00b0C)": 36.1,
"Fall Detection": "No",
"Predicted Disease": "Asthma",
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"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 68,
"Heart Rate (bpm)": 67,
"SpO2 Level (%)": 97,
"Systolic Blood Pressure (mmHg)": 114,
"Diastolic Blood Pressure (mmHg)": 70,
"Body Temperature (\u00b0C)": 36.7,
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"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 69,
"Heart Rate (bpm)": 90,
"SpO2 Level (%)": 97,
"Systolic Blood Pressure (mmHg)": 152,
"Diastolic Blood Pressure (mmHg)": 101,
"Body Temperature (\u00b0C)": 38.2,
"Fall Detection": "No",
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"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "ABNORMAL"
},
{
"Patient Number": 70,
"Heart Rate (bpm)": 124,
"SpO2 Level (%)": 93,
"Systolic Blood Pressure (mmHg)": 173,
"Diastolic Blood Pressure (mmHg)": 104,
"Body Temperature (\u00b0C)": 37.1,
"Fall Detection": "No",
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"Heart Rate Alert": "ABNORMAL",
"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 71,
"Heart Rate (bpm)": 76,
"SpO2 Level (%)": 98,
"Systolic Blood Pressure (mmHg)": 114,
"Diastolic Blood Pressure (mmHg)": 75,
"Body Temperature (\u00b0C)": 36.9,
"Fall Detection": "No",
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"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 72,
"Heart Rate (bpm)": 88,
"SpO2 Level (%)": 97,
"Systolic Blood Pressure (mmHg)": 139,
"Diastolic Blood Pressure (mmHg)": 80,
"Body Temperature (\u00b0C)": 38.3,
"Fall Detection": "No",
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"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "ABNORMAL"
},
{
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"Heart Rate (bpm)": 107,
"SpO2 Level (%)": 86,
"Systolic Blood Pressure (mmHg)": 113,
"Diastolic Blood Pressure (mmHg)": 76,
"Body Temperature (\u00b0C)": 37.3,
"Fall Detection": "No",
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"Heart Rate Alert": "ABNORMAL",
"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 74,
"Heart Rate (bpm)": 117,
"SpO2 Level (%)": 93,
"Systolic Blood Pressure (mmHg)": 151,
"Diastolic Blood Pressure (mmHg)": 102,
"Body Temperature (\u00b0C)": 36.8,
"Fall Detection": "No",
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"Heart Rate Alert": "ABNORMAL",
"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "NORMAL"
},
{
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"Heart Rate (bpm)": 90,
"SpO2 Level (%)": 93,
"Systolic Blood Pressure (mmHg)": 139,
"Diastolic Blood Pressure (mmHg)": 65,
"Body Temperature (\u00b0C)": 38.0,
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"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "ABNORMAL"
},
{
"Patient Number": 76,
"Heart Rate (bpm)": 96,
"SpO2 Level (%)": 87,
"Systolic Blood Pressure (mmHg)": 123,
"Diastolic Blood Pressure (mmHg)": 68,
"Body Temperature (\u00b0C)": 36.6,
"Fall Detection": "No",
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"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
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"Heart Rate (bpm)": 81,
"SpO2 Level (%)": 98,
"Systolic Blood Pressure (mmHg)": 103,
"Diastolic Blood Pressure (mmHg)": 89,
"Body Temperature (\u00b0C)": 38.1,
"Fall Detection": "No",
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"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "ABNORMAL"
},
{
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"Heart Rate (bpm)": 87,
"SpO2 Level (%)": 99,
"Systolic Blood Pressure (mmHg)": 115,
"Diastolic Blood Pressure (mmHg)": 78,
"Body Temperature (\u00b0C)": 36.9,
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"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 79,
"Heart Rate (bpm)": 130,
"SpO2 Level (%)": 93,
"Systolic Blood Pressure (mmHg)": 151,
"Diastolic Blood Pressure (mmHg)": 93,
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"Heart Rate Alert": "ABNORMAL",
"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "NORMAL"
},
{
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"Heart Rate (bpm)": 91,
"SpO2 Level (%)": 93,
"Systolic Blood Pressure (mmHg)": 122,
"Diastolic Blood Pressure (mmHg)": 83,
"Body Temperature (\u00b0C)": 37.4,
"Fall Detection": "No",
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"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 81,
"Heart Rate (bpm)": 122,
"SpO2 Level (%)": 92,
"Systolic Blood Pressure (mmHg)": 151,
"Diastolic Blood Pressure (mmHg)": 95,
"Body Temperature (\u00b0C)": 37.9,
"Fall Detection": "No",
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"Heart Rate Alert": "ABNORMAL",
"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "ABNORMAL"
},
{
"Patient Number": 82,
"Heart Rate (bpm)": 79,
"SpO2 Level (%)": 98,
"Systolic Blood Pressure (mmHg)": 114,
"Diastolic Blood Pressure (mmHg)": 74,
"Body Temperature (\u00b0C)": 36.6,
"Fall Detection": "No",
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"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 83,
"Heart Rate (bpm)": 98,
"SpO2 Level (%)": 96,
"Systolic Blood Pressure (mmHg)": 138,
"Diastolic Blood Pressure (mmHg)": 80,
"Body Temperature (\u00b0C)": 37.4,
"Fall Detection": "No",
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"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 84,
"Heart Rate (bpm)": 82,
"SpO2 Level (%)": 93,
"Systolic Blood Pressure (mmHg)": 119,
"Diastolic Blood Pressure (mmHg)": 77,
"Body Temperature (\u00b0C)": 38.2,
"Fall Detection": "No",
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"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "ABNORMAL"
},
{
"Patient Number": 85,
"Heart Rate (bpm)": 97,
"SpO2 Level (%)": 100,
"Systolic Blood Pressure (mmHg)": 125,
"Diastolic Blood Pressure (mmHg)": 62,
"Body Temperature (\u00b0C)": 38.2,
"Fall Detection": "No",
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"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "ABNORMAL"
},
{
"Patient Number": 86,
"Heart Rate (bpm)": 102,
"SpO2 Level (%)": 85,
"Systolic Blood Pressure (mmHg)": 129,
"Diastolic Blood Pressure (mmHg)": 57,
"Body Temperature (\u00b0C)": 36.5,
"Fall Detection": "No",
"Predicted Disease": "Asthma",
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"Heart Rate Alert": "ABNORMAL",
"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 87,
"Heart Rate (bpm)": 98,
"SpO2 Level (%)": 95,
"Systolic Blood Pressure (mmHg)": 179,
"Diastolic Blood Pressure (mmHg)": 117,
"Body Temperature (\u00b0C)": 39.0,
"Fall Detection": "No",
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"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "ABNORMAL"
},
{
"Patient Number": 88,
"Heart Rate (bpm)": 91,
"SpO2 Level (%)": 85,
"Systolic Blood Pressure (mmHg)": 90,
"Diastolic Blood Pressure (mmHg)": 69,
"Body Temperature (\u00b0C)": 35.9,
"Fall Detection": "No",
"Predicted Disease": "Asthma",
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"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 89,
"Heart Rate (bpm)": 100,
"SpO2 Level (%)": 87,
"Systolic Blood Pressure (mmHg)": 91,
"Diastolic Blood Pressure (mmHg)": 50,
"Body Temperature (\u00b0C)": 37.2,
"Fall Detection": "Yes",
"Predicted Disease": "Asthma",
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"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 90,
"Heart Rate (bpm)": 63,
"SpO2 Level (%)": 99,
"Systolic Blood Pressure (mmHg)": 116,
"Diastolic Blood Pressure (mmHg)": 73,
"Body Temperature (\u00b0C)": 36.8,
"Fall Detection": "No",
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"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 91,
"Heart Rate (bpm)": 102,
"SpO2 Level (%)": 99,
"Systolic Blood Pressure (mmHg)": 120,
"Diastolic Blood Pressure (mmHg)": 95,
"Body Temperature (\u00b0C)": 37.2,
"Fall Detection": "No",
"Predicted Disease": "Diabetes Mellitus",
"Data Accuracy (%)": 89,
"Heart Rate Alert": "ABNORMAL",
"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 92,
"Heart Rate (bpm)": 99,
"SpO2 Level (%)": 100,
"Systolic Blood Pressure (mmHg)": 145,
"Diastolic Blood Pressure (mmHg)": 125,
"Body Temperature (\u00b0C)": 37.1,
"Fall Detection": "No",
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"Data Accuracy (%)": 89,
"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 93,
"Heart Rate (bpm)": 106,
"SpO2 Level (%)": 89,
"Systolic Blood Pressure (mmHg)": 97,
"Diastolic Blood Pressure (mmHg)": 86,
"Body Temperature (\u00b0C)": 37.8,
"Fall Detection": "No",
"Predicted Disease": "Diabetes Mellitus",
"Data Accuracy (%)": 97,
"Heart Rate Alert": "ABNORMAL",
"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "ABNORMAL"
},
{
"Patient Number": 94,
"Heart Rate (bpm)": 129,
"SpO2 Level (%)": 97,
"Systolic Blood Pressure (mmHg)": 171,
"Diastolic Blood Pressure (mmHg)": 105,
"Body Temperature (\u00b0C)": 36.8,
"Fall Detection": "No",
"Predicted Disease": "Heart Disease",
"Data Accuracy (%)": 100,
"Heart Rate Alert": "ABNORMAL",
"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 95,
"Heart Rate (bpm)": 102,
"SpO2 Level (%)": 88,
"Systolic Blood Pressure (mmHg)": 101,
"Diastolic Blood Pressure (mmHg)": 59,
"Body Temperature (\u00b0C)": 36.9,
"Fall Detection": "No",
"Predicted Disease": "Asthma",
"Data Accuracy (%)": 96,
"Heart Rate Alert": "ABNORMAL",
"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 96,
"Heart Rate (bpm)": 106,
"SpO2 Level (%)": 94,
"Systolic Blood Pressure (mmHg)": 111,
"Diastolic Blood Pressure (mmHg)": 98,
"Body Temperature (\u00b0C)": 37.9,
"Fall Detection": "No",
"Predicted Disease": "Diabetes Mellitus",
"Data Accuracy (%)": 94,
"Heart Rate Alert": "ABNORMAL",
"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "ABNORMAL"
},
{
"Patient Number": 97,
"Heart Rate (bpm)": 92,
"SpO2 Level (%)": 86,
"Systolic Blood Pressure (mmHg)": 148,
"Diastolic Blood Pressure (mmHg)": 85,
"Body Temperature (\u00b0C)": 36.4,
"Fall Detection": "No",
"Predicted Disease": "Asthma",
"Data Accuracy (%)": 97,
"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 98,
"Heart Rate (bpm)": 95,
"SpO2 Level (%)": 89,
"Systolic Blood Pressure (mmHg)": 131,
"Diastolic Blood Pressure (mmHg)": 93,
"Body Temperature (\u00b0C)": 37.9,
"Fall Detection": "Yes",
"Predicted Disease": "Asthma",
"Data Accuracy (%)": 99,
"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "ABNORMAL",
"Blood Pressure Alert": "ABNORMAL",
"Temperature Alert": "ABNORMAL"
},
{
"Patient Number": 99,
"Heart Rate (bpm)": 80,
"SpO2 Level (%)": 96,
"Systolic Blood Pressure (mmHg)": 118,
"Diastolic Blood Pressure (mmHg)": 77,
"Body Temperature (\u00b0C)": 37.0,
"Fall Detection": "No",
"Predicted Disease": "Healthy",
"Data Accuracy (%)": 89,
"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "NORMAL"
},
{
"Patient Number": 100,
"Heart Rate (bpm)": 81,
"SpO2 Level (%)": 95,
"Systolic Blood Pressure (mmHg)": 127,
"Diastolic Blood Pressure (mmHg)": 67,
"Body Temperature (\u00b0C)": 38.5,
"Fall Detection": "No",
"Predicted Disease": "Diabetes Mellitus",
"Data Accuracy (%)": 91,
"Heart Rate Alert": "NORMAL",
"SpO2 Level Alert": "NORMAL",
"Blood Pressure Alert": "NORMAL",
"Temperature Alert": "ABNORMAL"
}
]
};