idx
int64 0
99
| Timestamp
stringlengths 19
19
| HeartRate
int64 50
145
| BloodPressureSystolic
int64 100
185
| BloodPressureDiastolic
int64 60
125
| BodyTemperature
float64 97.2
102
| ActivityLevel
stringclasses 10
values | Label
stringclasses 2
values |
|---|---|---|---|---|---|---|---|
0
|
2023-01-01 08:00:00
| 72
| 120
| 80
| 98.6
|
Sedentary
|
Healthy
|
1
|
2023-01-01 08:05:00
| 85
| 135
| 85
| 99.1
|
Active
|
Healthy
|
2
|
2023-01-01 08:10:00
| 60
| 115
| 75
| 97.9
|
Sedentary
|
At Risk
|
3
|
2023-01-01 08:15:00
| 90
| 140
| 90
| 98.8
|
Active
|
At Risk
|
4
|
2023-01-01 08:20:00
| 78
| 125
| 82
| 98.4
|
Sedentary
|
Healthy
|
5
|
2023-01-01 08:25:00
| 70
| 118
| 78
| 98.7
|
Sedentary
|
Healthy
|
6
|
2023-01-02 09:00:00
| 110
| 160
| 100
| 99.5
|
Active
|
At Risk
|
7
|
2023-01-01 09:00:00
| 75
| 118
| 78
| 98.6
|
Active
|
Healthy
|
8
|
2023-01-01 09:00:00
| 102
| 150
| 95
| 99.2
|
Active
|
At Risk
|
9
|
2023-01-02 02:00:00
| 58
| 110
| 70
| 97.5
|
Sleeping
|
Healthy
|
10
|
2023-01-01 08:25:00
| 105
| 155
| 95
| 99.5
|
Active
|
At Risk
|
11
|
2023-01-02 09:00:00
| 67
| 118
| 76
| 98.2
|
Lightly Active
|
Healthy
|
12
|
2023-01-01 09:00:00
| 110
| 150
| 95
| 99.2
|
Sedentary
|
At Risk
|
13
|
2023-01-01 08:25:00
| 55
| 110
| 70
| 98.5
|
Sedentary
|
Healthy
|
14
|
2023-01-01 08:25:00
| 102
| 150
| 95
| 99.2
|
Active
|
At Risk
|
15
|
2023-01-01 08:30:00
| 65
| 112
| 76
| 98.5
|
Sedentary
|
Healthy
|
16
|
2023-01-02 09:05:00
| 118
| 165
| 105
| 99.7
|
Active
|
At Risk
|
17
|
2023-01-01 09:05:00
| 65
| 110
| 70
| 98.2
|
Sedentary
|
Healthy
|
18
|
2023-01-01 09:05:00
| 95
| 145
| 93
| 99.5
|
Active
|
At Risk
|
19
|
2023-01-02 06:00:00
| 52
| 105
| 68
| 97.6
|
Sleeping
|
Healthy
|
20
|
2023-01-01 08:30:00
| 98
| 130
| 85
| 98.7
|
Active
|
At Risk
|
21
|
2023-01-02 09:05:00
| 58
| 112
| 70
| 98.1
|
Sedentary
|
Healthy
|
22
|
2023-01-01 09:05:00
| 105
| 145
| 92
| 99.5
|
Sedentary
|
At Risk
|
23
|
2023-01-01 08:30:00
| 65
| 125
| 75
| 98.6
|
Active
|
Healthy
|
24
|
2023-01-01 08:30:00
| 55
| 100
| 60
| 97.5
|
Sedentary
|
At Risk
|
25
|
2023-01-01 08:35:00
| 73
| 121
| 81
| 98.9
|
Active
|
Healthy
|
26
|
2023-01-02 09:10:00
| 103
| 150
| 95
| 100.1
|
Sedentary
|
At Risk
|
27
|
2023-01-01 09:10:00
| 80
| 125
| 80
| 98.7
|
Active
|
Healthy
|
28
|
2023-01-01 09:10:00
| 105
| 155
| 96
| 99.7
|
Active
|
At Risk
|
29
|
2023-01-02 07:30:00
| 65
| 118
| 76
| 98
|
Walking
|
Healthy
|
30
|
2023-01-01 08:35:00
| 55
| 110
| 70
| 97.5
|
Sedentary
|
At Risk
|
31
|
2023-01-02 09:10:00
| 70
| 121
| 79
| 98.6
|
Moderately Active
|
Healthy
|
32
|
2023-01-01 09:10:00
| 115
| 160
| 100
| 99.7
|
Sedentary
|
At Risk
|
33
|
2023-01-01 08:35:00
| 68
| 130
| 80
| 98.7
|
Sedentary
|
Healthy
|
34
|
2023-01-01 08:35:00
| 110
| 160
| 100
| 100.1
|
Active
|
At Risk
|
35
|
2023-01-01 08:40:00
| 68
| 116
| 79
| 98.6
|
Active
|
Healthy
|
36
|
2023-01-02 09:15:00
| 125
| 170
| 110
| 100.2
|
Active
|
At Risk
|
37
|
2023-01-01 09:15:00
| 70
| 117
| 74
| 98.5
|
Active
|
Healthy
|
38
|
2023-01-01 09:15:00
| 100
| 150
| 90
| 100.1
|
Active
|
At Risk
|
39
|
2023-01-02 09:00:00
| 70
| 122
| 80
| 98.3
|
Light Exercise
|
Healthy
|
40
|
2023-01-01 08:40:00
| 102
| 160
| 100
| 100.1
|
Active
|
At Risk
|
41
|
2023-01-02 09:15:00
| 76
| 117
| 73
| 98.7
|
Active
|
Healthy
|
42
|
2023-01-01 09:15:00
| 120
| 165
| 102
| 100.1
|
Sedentary
|
At Risk
|
43
|
2023-01-01 08:40:00
| 75
| 135
| 85
| 98.9
|
Active
|
Healthy
|
44
|
2023-01-01 08:40:00
| 95
| 145
| 92
| 99.7
|
Moderate
|
At Risk
|
45
|
2023-01-01 08:45:00
| 74
| 120
| 77
| 98.8
|
Sedentary
|
Healthy
|
46
|
2023-01-02 09:20:00
| 115
| 162
| 108
| 99.8
|
Active
|
At Risk
|
47
|
2023-01-01 09:20:00
| 77
| 120
| 76
| 98.6
|
Sedentary
|
Healthy
|
48
|
2023-01-01 09:20:00
| 110
| 160
| 100
| 100.4
|
Active
|
At Risk
|
49
|
2023-01-02 12:00:00
| 76
| 125
| 83
| 98.7
|
Working
|
Healthy
|
50
|
2023-01-01 08:45:00
| 63
| 122
| 78
| 98.2
|
Sedentary
|
At Risk
|
51
|
2023-01-02 09:20:00
| 82
| 128
| 77
| 99
|
Sedentary
|
Healthy
|
52
|
2023-01-01 09:20:00
| 130
| 170
| 105
| 100.3
|
Sedentary
|
At Risk
|
53
|
2023-01-01 08:45:00
| 70
| 120
| 75
| 98.6
|
Active
|
Healthy
|
54
|
2023-01-01 08:45:00
| 77
| 130
| 85
| 98.9
|
Moderate
|
At Risk
|
55
|
2023-01-01 08:50:00
| 69
| 114
| 78
| 98.6
|
Sedentary
|
Healthy
|
56
|
2023-01-02 09:25:00
| 108
| 155
| 98
| 99.6
|
Sedentary
|
At Risk
|
57
|
2023-01-01 09:25:00
| 82
| 128
| 83
| 98.8
|
Active
|
Healthy
|
58
|
2023-01-01 09:25:00
| 115
| 165
| 105
| 100.8
|
Active
|
At Risk
|
59
|
2023-01-02 15:00:00
| 78
| 127
| 85
| 98.9
|
Moderate Exercise
|
Healthy
|
60
|
2023-01-01 08:50:00
| 110
| 165
| 95
| 99.8
|
Active
|
At Risk
|
61
|
2023-01-02 09:25:00
| 64
| 115
| 71
| 98.5
|
Lightly Active
|
Healthy
|
62
|
2023-01-01 09:25:00
| 125
| 155
| 98
| 99.6
|
Sedentary
|
At Risk
|
63
|
2023-01-01 08:50:00
| 62
| 118
| 72
| 98.4
|
Sedentary
|
Healthy
|
64
|
2023-01-01 08:50:00
| 65
| 118
| 78
| 98.3
|
Sedentary
|
At Risk
|
65
|
2023-01-01 08:55:00
| 72
| 117
| 80
| 98.7
|
Active
|
Healthy
|
66
|
2023-01-02 09:30:00
| 130
| 175
| 115
| 100.5
|
Active
|
At Risk
|
67
|
2023-01-01 09:30:00
| 68
| 112
| 68
| 98.1
|
Sedentary
|
Healthy
|
68
|
2023-01-01 09:30:00
| 120
| 170
| 110
| 101
|
Active
|
At Risk
|
69
|
2023-01-02 18:00:00
| 72
| 120
| 82
| 98.5
|
Working
|
Healthy
|
70
|
2023-01-01 08:55:00
| 70
| 118
| 76
| 98.1
|
Sedentary
|
At Risk
|
71
|
2023-01-02 09:30:00
| 69
| 122
| 78
| 98.4
|
Moderately Active
|
Healthy
|
72
|
2023-01-01 09:30:00
| 135
| 175
| 110
| 100.5
|
Sedentary
|
At Risk
|
73
|
2023-01-01 08:55:00
| 77
| 128
| 78
| 98.7
|
Active
|
Healthy
|
74
|
2023-01-01 08:55:00
| 120
| 165
| 105
| 101
|
Active
|
At Risk
|
75
|
2023-01-01 09:00:00
| 71
| 119
| 76
| 98.7
|
Active
|
Healthy
|
76
|
2023-01-02 09:35:00
| 120
| 160
| 105
| 99.9
|
Active
|
At Risk
|
77
|
2023-01-01 09:35:00
| 74
| 121
| 79
| 98.7
|
Active
|
Healthy
|
78
|
2023-01-01 09:35:00
| 125
| 175
| 115
| 101.2
|
Active
|
At Risk
|
79
|
2023-01-02 21:00:00
| 68
| 115
| 75
| 98.1
|
Light Exercise
|
Healthy
|
80
|
2023-01-01 09:00:00
| 92
| 138
| 88
| 98.9
|
Active
|
At Risk
|
81
|
2023-01-02 09:35:00
| 75
| 119
| 74
| 98.6
|
Active
|
Healthy
|
82
|
2023-01-01 09:35:00
| 140
| 180
| 115
| 100.7
|
Sedentary
|
At Risk
|
83
|
2023-01-01 09:00:00
| 66
| 122
| 76
| 98.6
|
Sedentary
|
Healthy
|
84
|
2023-01-01 09:00:00
| 82
| 138
| 88
| 99.2
|
Active
|
At Risk
|
85
|
2023-01-01 09:05:00
| 67
| 110
| 74
| 98.4
|
Sedentary
|
Healthy
|
86
|
2023-01-02 09:40:00
| 128
| 168
| 108
| 100.3
|
Active
|
At Risk
|
87
|
2023-01-01 09:40:00
| 69
| 116
| 77
| 98.4
|
Sedentary
|
Healthy
|
88
|
2023-01-01 09:40:00
| 130
| 180
| 120
| 101.5
|
Active
|
At Risk
|
89
|
2023-01-02 23:30:00
| 60
| 108
| 72
| 97.2
|
Sleeping
|
Healthy
|
90
|
2023-01-01 09:05:00
| 50
| 105
| 65
| 97.2
|
Sedentary
|
At Risk
|
91
|
2023-01-02 09:40:00
| 80
| 126
| 80
| 99.2
|
Sedentary
|
Healthy
|
92
|
2023-01-01 09:40:00
| 145
| 185
| 120
| 101
|
Sedentary
|
At Risk
|
93
|
2023-01-01 09:05:00
| 69
| 126
| 79
| 98.8
|
Active
|
Healthy
|
94
|
2023-01-01 09:05:00
| 59
| 102
| 65
| 97.8
|
Sedentary
|
At Risk
|
95
|
2023-01-01 09:10:00
| 66
| 109
| 72
| 98.5
|
Sedentary
|
Healthy
|
96
|
2023-01-02 09:45:00
| 135
| 180
| 120
| 100.6
|
Active
|
At Risk
|
97
|
2023-01-01 09:45:00
| 83
| 130
| 85
| 98.9
|
Active
|
Healthy
|
98
|
2023-01-01 09:45:00
| 135
| 185
| 125
| 101.7
|
Active
|
At Risk
|
99
|
2023-01-03 03:30:00
| 54
| 103
| 69
| 97.3
|
Sleeping
|
Healthy
|
BIOMETRIC-Health
tags: Health Monitoring, Vital Signs, Wearable Devices
Note: This is an AI-generated dataset so its content may be inaccurate or false
Dataset Description:
The 'BIOMETRIC-Health' dataset is designed for use in machine learning projects that focus on health monitoring through wearable devices. It includes various biometric data points collected from users, such as heart rate, blood pressure, and body temperature, gathered by wearable technology. This dataset aims to assist researchers and practitioners in developing models for predicting health-related events or conditions based on real-time biometric data.
CSV Content Preview:
ID,Timestamp,HeartRate,BloodPressureSystolic,BloodPressureDiastolic,BodyTemperature,ActivityLevel,Label
1,2023-01-01 08:00:00,72,120,80,98.6,Sedentary,Healthy
2,2023-01-01 08:05:00,85,135,85,99.1,Active,Healthy
3,2023-01-01 08:10:00,60,115,75,97.9,Sedentary,At Risk
4,2023-01-01 08:15:00,90,140,90,98.8,Active,At Risk
5,2023-01-01 08:20:00,78,125,82,98.4,Sedentary,Healthy
Source of the data:
The dataset was generated using the Infinite Dataset Hub and microsoft/Phi-3-mini-4k-instruct using the query 'biometric':
- Dataset Generation Page: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=biometric&dataset=BIOMETRIC-Health&tags=Health+Monitoring,+Vital+Signs,+Wearable+Devices
- Model: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- More Datasets: https://huggingface.co/datasets?other=infinite-dataset-hub
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