Datasets:
FatimahEmadEldin
/
BIG-IDEAs-Lab-Glycemic-Variability-and-Wearable-Device-Data

Dataset card Data Studio Files
xet
Community
1
datetime
string
glucose
float64
hr_mean_5min
float64
hr_std_5min
float64
temp_mean_5min
float64
temp_std_5min
float64
hrv_rmssd_5min
float64
glucose_target_30min
float64
glucose_lag_5min
float64
glucose_lag_15min
float64
glucose_lag_30min
float64
glucose_lag_60min
float64
glucose_rolling_mean_15min
float64
glucose_rolling_std_15min
float64
glucose_rolling_mean_30min
float64
glucose_rolling_std_30min
float64
glucose_rolling_mean_60min
float64
glucose_rolling_std_60min
float64
glucose_roc
float64
participant_id
int64
hba1c
float64
gender_is_female
int64
2020-02-14 11:03:32
90
81.6618
10.043023
31.380267
0.06366
0.042836
97
91
99
110
100
91.333333
1.527525
98
8.14862
99.166667
6.926016
-1
1
5.5
1
2020-02-14 11:08:31
90
90.779667
5.855214
31.325467
0.086774
0.063743
97
90
93
110
98
90.333333
0.57735
94.666667
6.08824
98.5
7.416198
0
1
5.5
1
2020-02-14 11:13:31
91
85.446367
5.715396
31.073133
0.071207
0.084226
95
90
91
105
95
90.333333
0.57735
92.333333
3.444803
98.166667
7.673251
1
1
5.5
1
2020-02-14 11:18:31
92
87.685867
7.592692
30.957867
0.106412
0.070941
92
91
90
99
95
91
1
91.166667
1.169045
97.916667
7.833011
1
1
5.5
1
2020-02-14 11:23:31
94
72.483367
5.574935
31.448267
0.13299
0.071432
90
92
90
93
99
92.333333
1.527525
91.333333
1.505545
97.5
7.902819
2
1
5.5
1
2020-02-14 11:28:31
96
69.816
4.758568
31.5506
0.03393
0.066084
89
94
91
91
105
94
2
92.166667
2.401388
96.75
7.545318
2
1
5.5
1
2020-02-14 11:33:31
97
80.337567
7.516843
31.508933
0.039262
0.118756
88
96
92
90
110
95.666667
1.527525
93.333333
2.804758
95.666667
6.300553
1
1
5.5
1
2020-02-14 11:38:31
97
75.190467
8.159362
31.3228
0.033182
0.105474
90
97
94
90
110
96.666667
0.57735
94.5
2.588436
94.583333
4.461111
0
1
5.5
1
2020-02-14 11:43:31
95
91.486267
9.607517
31.346733
0.03334
0.069856
92
97
96
91
105
96.333333
1.154701
95.166667
1.94079
93.75
3.048845
-2
1
5.5
1
2020-02-14 11:48:31
92
76.9986
7.895316
31.2938
0.034115
0.110868
94
95
97
92
99
94.666667
2.516611
95.166667
1.94079
93.166667
2.58785
-3
1
5.5
1
2020-02-14 11:53:32
90
80.358767
6.496595
31.149133
0.04169
0.146882
94
92
97
94
93
92.333333
2.516611
94.5
2.880972
92.916667
2.74552
-2
1
5.5
1
2020-02-14 11:58:31
89
71.772233
8.252782
30.866
0.115668
0.081346
96
90
95
96
91
90.333333
1.527525
93.333333
3.50238
92.75
2.927146
-1
1
5.5
1
2020-02-14 12:03:31
88
69.155833
3.280561
30.86
0.034559
0.087504
101
89
92
97
90
89
1
91.833333
3.544949
92.583333
3.146667
-1
1
5.5
1
2020-02-14 12:08:31
90
84.105267
9.366936
30.8314
0.046488
0.060119
105
88
90
97
90
89
1
90.666667
2.503331
92.583333
3.146667
2
1
5.5
1
2020-02-14 12:13:31
92
76.7839
3.094793
30.718933
0.026447
0.128478
105
90
89
95
91
90
2
90.166667
1.602082
92.666667
3.113996
2
1
5.5
1
2020-02-14 12:18:31
94
82.2788
5.638398
30.497467
0.080864
0.129761
101
92
88
92
92
92
2
90.5
2.167948
92.833333
3.128559
2
1
5.5
1
2020-02-14 12:23:32
94
73.1586
8.364597
30.5366
0.047802
0.096222
97
94
90
90
94
93.333333
1.154701
91.166667
2.562551
92.833333
3.128559
0
1
5.5
1
2020-02-14 12:28:31
96
71.666633
5.730255
30.635467
0.053807
0.046518
99
94
92
89
96
94.666667
1.154701
92.333333
2.94392
92.833333
3.128559
2
1
5.5
1
2020-02-14 12:33:31
101
74.600867
6.010588
30.507867
0.025949
0.125005
108
96
94
88
97
97
3.605551
94.5
3.781534
93.166667
3.76185
5
1
5.5
1
2020-02-14 12:38:31
105
77.1916
6.08337
30.3502
0.129777
0.135423
119
101
94
90
97
100.666667
4.50925
97
4.97996
93.833333
5.006057
4
1
5.5
1
2020-02-14 12:43:31
105
75.648
8.854388
30.087333
0.072295
0.09115
124
105
96
92
95
103.666667
2.309401
99.166667
5.192944
94.666667
5.959459
0
1
5.5
1
2020-02-14 12:48:31
101
69.202167
7.209328
30.032733
0.051108
0.069163
122
105
101
94
92
103.666667
2.309401
100.333333
4.546061
95.416667
6.156421
-4
1
5.5
1
2020-02-14 12:53:31
97
69.816733
4.733622
30.166
0.039749
0.103992
116
101
105
94
90
101
4
100.833333
3.81663
96
5.923758
-4
1
5.5
1
2020-02-14 12:58:31
99
75.000167
8.965578
30.270133
0.056851
0.075524
111
97
105
96
89
99
2
101.333333
3.204164
96.833333
5.540485
2
1
5.5
1
2020-02-14 13:03:30
108
67.962333
4.831841
30.4332
0.06056
0.062503
107
99
101
101
88
101.333333
5.859465
102.5
4.1833
98.5
5.648813
9
1
5.5
1
2020-02-14 13:08:31
119
73.976967
4.318203
30.3222
0.142633
0.05469
103
108
97
105
90
108.666667
10.016653
104.833333
8.01041
100.916667
7.561365
11
1
5.5
1
2020-02-14 13:13:30
124
72.2024
10.681844
30.624867
0.021834
0.11864
101
119
99
105
92
117
8.185353
108
11.207141
103.583333
9.519915
5
1
5.5
1
2020-02-14 13:18:30
122
64.721167
3.455062
30.726667
0.043032
0.064498
99
124
108
101
94
121.666667
2.516611
111.5
11.84483
105.916667
10.352499
-2
1
5.5
1
2020-02-14 13:23:30
116
65.352267
0.884293
30.838867
0.032428
0.053602
99
122
119
97
94
120.666667
4.163332
114.666667
9.500877
107.75
9.992042
-6
1
5.5
1
2020-02-14 13:28:31
111
76.602233
11.291574
30.9374
0.044977
0.055806
99
116
124
99
96
116.333333
5.507571
116.666667
6.250333
109
9.302981
-5
1
5.5
1
2020-02-14 13:33:30
107
79.258067
7.768603
31.0334
0.093864
0.079331
96
111
122
108
101
111.333333
4.50925
116.5
6.534524
109.5
8.989893
-4
1
5.5
1
2020-02-14 13:38:31
103
71.170633
1.989017
31.304667
0.06109
0.074017
95
107
116
119
105
107
4
113.833333
8.328665
109.333333
9.098784
-4
1
5.5
1
2020-02-14 13:43:31
101
68.599133
1.300229
31.405733
0.060582
0.066198
93
103
111
124
105
103.666667
3.05505
110
8
109
9.341987
-2
1
5.5
1
2020-02-14 13:48:31
99
73.169933
4.602829
31.019
0.124161
0.156257
93
101
107
122
101
101
2
106.166667
6.462714
108.833333
9.513945
-2
1
5.5
1
2020-02-14 13:53:30
99
80.2394
12.48822
30.641733
0.10268
0.181827
93
99
103
116
97
99.666667
1.154701
103.333333
4.802777
109
9.302981
0
1
5.5
1
2020-02-14 13:58:30
99
91.5448
13.619428
30.339
0.100682
0.223969
93
99
101
111
99
99
0
101.333333
3.204164
109
9.302981
0
1
5.5
1
2020-02-14 14:03:31
96
71.576167
12.276122
30.177933
0.016247
0.077757
93
99
99
107
108
98
1.732051
99.5
2.345208
108
10.036298
-3
1
5.5
1
2020-02-14 14:08:30
95
87.892567
5.381074
30.135067
0.049346
0.093754
92
96
99
103
119
96.666667
2.081666
98.166667
2.228602
106
10.036298
-1
1
5.5
1
2020-02-14 14:13:30
93
81.171633
5.801238
30.064667
0.030227
0.054065
89
95
99
101
124
94.666667
1.527525
96.833333
2.562551
103.416667
8.908202
-2
1
5.5
1
2020-02-14 14:18:30
93
85.6996
8.551571
30.037333
0.041613
0.055427
87
93
96
99
122
93.666667
1.154701
95.833333
2.71416
101
7.173182
0
1
5.5
1
2020-02-14 14:23:30
93
82.545733
7.488016
30.037867
0.058603
0.059785
86
93
95
99
116
93
0
94.833333
2.401388
99.083333
5.728054
0
1
5.5
1
2020-02-14 14:28:31
93
76.662333
9.944727
30.078533
0.064353
0.078352
88
93
93
99
111
93
0
93.833333
1.32916
97.583333
4.561864
0
1
5.5
1
2020-02-14 14:33:30
93
78.484733
9.237241
30.0116
0.071061
0.083337
90
93
93
96
107
93
0
93.333333
0.816497
96.416667
3.629634
0
1
5.5
1
2020-02-14 14:38:30
92
82.102867
4.578874
29.9522
0.051082
0.061425
91
93
93
95
103
92.666667
0.57735
92.833333
0.408248
95.5
3.176619
-1
1
5.5
1
2020-02-14 14:43:30
89
90.6974
4.85656
29.857
0.045717
0.080733
93
92
93
93
101
91.333333
2.081666
92.166667
1.602082
94.5
3.176619
-3
1
5.5
1
2020-02-14 14:48:30
87
82.7673
4.341171
29.6838
0.065144
0.06826
94
89
93
93
99
89.333333
2.516611
91.166667
2.562551
93.5
3.503245
-2
1
5.5
1
2020-02-14 14:53:30
86
81.6062
2.776061
29.473933
0.165136
0.062503
95
87
92
93
99
87.333333
1.527525
90
3.098387
92.416667
3.654594
-1
1
5.5
1
2020-02-14 14:58:30
88
81.752033
7.286383
29.099067
0.204308
0.066074
94
86
89
93
99
87
1
89.166667
2.786874
91.5
3.20511
2
1
5.5
1
2020-02-14 15:03:30
90
98.2624
15.180839
29.784267
0.170675
0.085421
93
88
87
93
96
88
2
88.666667
2.160247
91
2.891995
2
1
5.5
1
2020-02-14 15:08:30
91
75.6533
9.081199
30.218067
0.126439
0.110582
92
90
86
92
95
89.666667
1.527525
88.5
1.870829
90.666667
2.605356
1
1
5.5
1
2020-02-14 15:13:30
93
76.080533
4.365017
30.523133
0.037533
0.085507
92
91
88
89
93
91.333333
1.527525
89.166667
2.639444
90.666667
2.605356
2
1
5.5
1
2020-02-14 15:18:30
94
82.1337
3.901633
30.600867
0.025996
0.066604
92
93
90
87
93
92.666667
1.527525
90.333333
3.011091
90.75
2.70101
1
1
5.5
1
2020-02-14 15:23:30
95
86.1749
4.971286
30.667867
0.052285
0.042741
92
94
91
86
93
94
1
91.833333
2.639444
90.916667
2.906367
1
1
5.5
1
2020-02-14 15:28:30
94
86.634967
5.006716
30.7174
0.037786
0.055709
93
95
93
88
93
94.333333
0.57735
92.833333
1.94079
91
2.98481
-1
1
5.5
1
2020-02-14 15:33:30
93
86.096133
4.599625
30.7228
0.064226
0.048689
94
94
94
90
93
94
1
93.333333
1.36626
91
2.98481
-1
1
5.5
1
2020-02-14 15:38:30
92
85.578567
10.262867
30.682733
0.061663
0.053356
96
93
95
91
92
93
1
93.5
1.048809
91
2.98481
-1
1
5.5
1
2020-02-14 15:43:30
92
82.0514
3.692898
30.753933
0.102775
0.104312
96
92
94
93
89
92.333333
0.57735
93.333333
1.21106
91.25
2.927146
0
1
5.5
1
2020-02-14 15:48:30
92
84.844933
8.106364
30.681733
0.046506
0.086604
96
92
93
94
87
92
0
93
1.264911
91.666667
2.605356
0
1
5.5
1
2020-02-14 15:53:30
92
82.858067
4.201911
30.61
0.057759
0.060767
96
92
92
95
86
92
0
92.5
0.83666
92.166667
1.898963
0
1
5.5
1
2020-02-14 15:58:30
93
74.182167
8.3679
30.931867
0.079392
0.079331
95
92
92
94
88
92.333333
0.57735
92.333333
0.516398
92.583333
1.378954
1
1
5.5
1
2020-02-14 16:03:31
94
71.693333
6.324809
31.788467
0.464077
0.059031
93
93
92
93
90
93
1
92.5
0.83666
92.916667
1.1645
1
1
5.5
1
2020-02-14 16:08:30
96
78.315667
7.792588
32.117333
0.02425
0.105474
91
94
92
92
91
94.333333
1.527525
93.166667
1.602082
93.333333
1.302678
2
1
5.5
1
2020-02-14 16:13:30
96
78.979667
7.659492
32.171067
0.08086
0.069049
90
96
93
92
93
95.333333
1.154701
93.833333
1.834848
93.583333
1.505042
0
1
5.5
1
2020-02-14 16:18:30
96
74.371767
1.33639
32.4809
0.099373
0.084205
91
96
94
92
94
96
0
94.5
1.760682
93.75
1.658312
0
1
5.5
1
2020-02-14 16:23:30
96
66.709467
6.112361
32.642433
0.026261
0.098603
94
96
96
92
95
96
0
95.166667
1.32916
93.833333
1.749459
0
1
5.5
1
2020-02-14 16:28:30
95
81.6996
6.120874
32.636467
0.023021
0.07664
97
96
96
93
94
95.666667
0.57735
95.5
0.83666
93.916667
1.78164
-1
1
5.5
1
2020-02-14 16:33:30
93
81.885433
4.55361
32.650233
0.022805
0.048907
98
95
96
94
93
94.666667
1.527525
95.333333
1.21106
93.916667
1.78164
-2
1
5.5
1
2020-02-14 16:38:30
91
85.529367
9.308636
32.8152
0.069941
0.093754
98
93
96
96
92
93
2
94.5
2.073644
93.833333
1.898963
-2
1
5.5
1
2020-02-14 16:43:30
90
96.9564
11.271077
32.910367
0.04399
0.04112
98
91
95
96
92
91.333333
1.527525
93.5
2.588436
93.666667
2.146173
-1
1
5.5
1
2020-02-14 16:48:30
91
80.513533
10.704645
33.120267
0.243397
0.060341
97
90
93
96
92
90.666667
0.57735
92.666667
2.42212
93.583333
2.234373
1
1
5.5
1
2020-02-14 16:53:31
94
77.802967
7.077239
34.220167
0.23831
0.102827
96
91
91
96
92
91.666667
2.081666
92.333333
1.966384
93.75
2.179449
3
1
5.5
1
2020-02-14 16:58:30
97
76.7858
7.826335
34.653967
0.039882
0.069013
95
94
90
95
93
94
3
92.666667
2.581989
94.083333
2.35327
3
1
5.5
1
2020-02-14 17:03:30
98
81.067733
9.916471
34.664333
0.019327
0.129601
95
97
91
93
94
96.333333
2.081666
93.5
3.391165
94.416667
2.609714
1
1
5.5
1
2020-02-14 17:08:30
98
71.940167
8.940654
34.837567
0.085677
0.088072
95
98
94
91
96
97.666667
0.57735
94.666667
3.559026
94.583333
2.778434
0
1
5.5
1
2020-02-14 17:13:30
98
70.947633
3.265753
35.048533
0.045279
0.164938
95
98
97
90
96
98
0
96
2.898275
94.75
2.927146
0
1
5.5
1
2020-02-14 17:18:30
97
70.841533
3.12563
35.002667
0.023707
0.079085
92
98
98
91
96
97.666667
0.57735
97
1.549193
94.833333
2.979729
-1
1
5.5
1
2020-02-14 17:23:30
96
77.018433
7.148929
34.952433
0.032608
0.10938
88
97
98
94
96
97
1
97.333333
0.816497
94.833333
2.979729
-1
1
5.5
1
2020-02-14 17:28:30
95
66.9341
3.148468
34.857167
0.068782
0.094434
84
96
98
97
95
96
1
97
1.264911
94.833333
2.979729
-1
1
5.5
1
2020-02-14 17:33:30
95
85.683233
11.73342
35.382867
0.138047
0.12668
85
95
97
98
93
95.333333
0.57735
96.5
1.378405
95
2.923261
0
1
5.5
1
2020-02-14 17:38:30
95
71.394933
2.165938
35.651367
0.083978
0.05334
89
95
96
98
91
95
0
96
1.264911
95.333333
2.640018
0
1
5.5
1
2020-02-14 17:43:30
95
69.099333
8.449067
35.808733
0.078885
0.069606
93
95
95
98
90
95
0
95.5
0.83666
95.75
2.050499
0
1
5.5
1
2020-02-14 17:48:31
92
63.6974
2.345728
35.5926
0.051082
0.08529
95
95
95
97
91
94
1.732051
94.666667
1.36626
95.833333
1.850471
-3
1
5.5
1
2020-02-14 17:53:30
88
67.2576
2.514419
35.386833
0.119416
0.064487
96
92
95
96
94
91.666667
3.511885
93.333333
2.875181
95.333333
2.902455
-4
1
5.5
1
2020-02-14 17:58:30
84
69.7663
4.520001
34.7652
0.183822
0.074618
96
88
95
95
97
88
4
91.5
4.593474
94.25
4.309081
-4
1
5.5
1
2020-02-14 18:03:30
85
69.093733
7.381587
34.351367
0.115921
0.072614
98
84
92
95
98
85.666667
2.081666
89.833333
4.875107
93.166667
4.877282
1
1
5.5
1
2020-02-14 18:08:30
89
75.011733
6.197417
33.817667
0.153706
0.062893
99
85
88
95
98
86
2.645751
88.833333
4.167333
92.416667
4.756973
4
1
5.5
1
2020-02-14 18:13:30
93
71.487867
2.805006
34.049067
0.092716
0.09991
97
89
84
95
98
89
4
88.5
3.619392
92
4.431294
4
1
5.5
1
2020-02-14 18:18:30
95
80.545733
10.128917
34.105433
0.021723
0.104624
95
93
85
92
97
92.333333
3.05505
89
4.335897
91.833333
4.26046
2
1
5.5
1
2020-02-14 18:23:30
96
90.224833
9.995118
34.2405
0.04523
0.113787
92
95
89
88
96
94.666667
1.527525
90.333333
5.125102
91.833333
4.26046
1
1
5.5
1
2020-02-14 18:28:31
96
76.699133
3.543945
34.396
0.048696
0.151048
92
96
93
84
95
95.666667
0.57735
92.333333
4.457204
91.916667
4.33712
0
1
5.5
1
2020-02-14 18:33:30
98
74.9005
3.529568
34.492367
0.078361
0.079582
90
96
95
85
95
96.666667
1.154701
94.5
3.146427
92.166667
4.60895
2
1
5.5
1
2020-02-14 18:38:31
99
69.833967
4.64002
34.678533
0.055735
0.078461
91
98
96
89
95
97.666667
1.527525
96.166667
2.136976
92.5
4.963503
1
1
5.5
1
2020-02-14 18:43:30
97
85.7803
6.069812
34.796033
0.046916
0.084886
91
99
96
93
95
98
1
96.833333
1.47196
92.666667
5.08712
-2
1
5.5
1
2020-02-14 18:48:30
95
87.823267
6.078548
34.541133
0.113338
0.083425
94
97
98
95
92
97
2
96.833333
1.47196
92.916667
5.124954
-2
1
5.5
1
2020-02-14 18:53:30
92
85.3809
12.725677
34.299267
0.04589
0.104572
95
95
99
96
88
94.666667
2.516611
96.166667
2.483277
93.25
4.901299
-3
1
5.5
1
2020-02-14 18:58:30
92
80.734533
5.42435
34.056533
0.140548
0.074452
97
92
97
96
84
93
1.732051
95.5
3.016621
93.916667
3.98767
0
1
5.5
1
2020-02-14 19:03:30
90
83.846567
12.303455
33.523733
0.14449
0.110868
98
92
95
98
85
91.333333
1.154701
94.166667
3.430258
94.333333
3.143054
-2
1
5.5
1
2020-02-14 19:08:30
91
93.5303
8.494819
33.342833
0.112274
0.075003
98
90
92
99
89
91
1
92.833333
2.639444
94.5
2.876235
1
1
5.5
1
2020-02-14 19:13:30
91
82.9757
8.075733
33.7412
0.078996
0.088545
100
91
92
97
93
90.666667
0.57735
91.833333
1.722401
94.333333
3.025147
0
1
5.5
1
2020-02-14 19:18:30
94
77.482733
5.460676
33.578967
0.052779
0.187508
104
91
90
95
95
92
1.732051
91.666667
1.36626
94.25
3.01888
3
1
5.5
1