Search is not available for this dataset
step_idx
int32
0
1.13k
timestamp_s
float32
0
1.19k
perclos
float32
0
0.96
blink_rate_bpm
float32
0
48
mean_blink_duration
float32
0
19.4
eye_closure_variance
float32
0.01
0.11
yawn_rate_per_min
float32
0
6
mean_yawn_duration
float32
0
4.84
mouth_open_ratio
float32
0
0.57
mean_p_eye
float32
0.06
0.79
mean_p_mouth
float32
0.01
0.51
head_pitch
float32
-0.71
-0.2
head_roll
float32
-0.31
0.37
shoulder_tilt
float32
-0.09
0.09
head_size_ratio
float32
0
0.69
head_motion_energy
float32
0
0.16
head_drift_y
float32
0
0.79
posture_drift
float32
0
0.69
kpt_visibility
float32
0.7
0.97
valid
bool
1 class
blink_count_total
int32
3
225
yawn_count_total
int32
0
12
16
75.935081
0.038889
13
0.179531
0.027455
0
0
0
0.186226
0.080039
-0.47539
-0.117359
-0.012551
0.445304
0.003818
0.005353
0.006559
0.917035
true
16
0
17
76.935326
0.038889
13
0.179531
0.027491
0
0
0
0.187386
0.079288
-0.475286
-0.117527
-0.012422
0.445373
0.003808
0.005256
0.006479
0.917016
true
16
0
18
77.93557
0.036111
12
0.180599
0.026648
0
0
0
0.188914
0.077914
-0.4751
-0.117669
-0.012337
0.445454
0.003776
0.005193
0.006425
0.916996
true
16
0
19
78.935806
0.036111
12
0.180599
0.026632
0
0
0
0.188916
0.077485
-0.474862
-0.117976
-0.012273
0.445525
0.003763
0.005218
0.006411
0.916965
true
16
0
20
79.93605
0.036111
12
0.180599
0.026769
0
0
0
0.191677
0.077119
-0.474572
-0.118245
-0.01222
0.44556
0.003744
0.005215
0.006278
0.91693
true
16
0
21
80.936295
0.036111
12
0.180599
0.02668
0
0
0
0.192342
0.076847
-0.474306
-0.118657
-0.012196
0.445708
0.003725
0.005456
0.00616
0.916906
true
16
0
22
81.936539
0.0375
13
0.179531
0.027614
0
0
0
0.193462
0.076956
-0.474053
-0.11917
-0.012183
0.44581
0.003766
0.00565
0.005993
0.916872
true
17
0
23
82.936783
0.036111
13
0.179531
0.027105
0
0
0
0.190783
0.076005
-0.473765
-0.119625
-0.012207
0.445934
0.003764
0.005883
0.005844
0.916829
true
17
0
24
83.937019
0.036111
13
0.179531
0.027509
0
0
0
0.19101
0.075773
-0.47345
-0.120012
-0.01228
0.446014
0.003768
0.005926
0.005609
0.91678
true
18
0
25
84.937263
0.036111
13
0.179531
0.027382
0
0
0
0.190244
0.076043
-0.473216
-0.120313
-0.012383
0.446012
0.00376
0.005828
0.005278
0.916761
true
18
0
26
85.937508
0.036111
13
0.179531
0.02716
0
0
0
0.191303
0.075569
-0.473073
-0.120602
-0.012421
0.446056
0.00376
0.005843
0.005159
0.916751
true
18
0
27
86.937752
0.036111
13
0.179531
0.027114
0
0
0
0.192648
0.07465
-0.473105
-0.120305
-0.012412
0.446005
0.003786
0.005926
0.005223
0.916756
true
18
0
28
87.937996
0.036111
13
0.179531
0.026913
0
0
0
0.195963
0.073844
-0.473129
-0.120072
-0.012501
0.445789
0.003799
0.006601
0.005792
0.916778
true
18
0
29
88.938232
0.036111
13
0.179531
0.026854
0
0
0
0.199116
0.072611
-0.473163
-0.120158
-0.012688
0.445641
0.003782
0.007522
0.006332
0.916804
true
18
0
30
89.938477
0.0375
13
0.179531
0.027568
0
0
0
0.204051
0.072055
-0.473216
-0.12002
-0.012801
0.445469
0.003807
0.008035
0.006434
0.916828
true
18
0
31
90.938721
0.034722
13
0.179531
0.026613
0
0
0
0.203273
0.071754
-0.473273
-0.119778
-0.012867
0.445418
0.003814
0.00851
0.006583
0.91686
true
19
0
32
91.938965
0.038889
14
0.178615
0.027482
0
0
0
0.207904
0.071311
-0.473229
-0.119649
-0.012922
0.445365
0.003809
0.00891
0.006854
0.916868
true
20
0
33
92.939209
0.041667
15
0.177821
0.0279
0
0
0
0.211831
0.070651
-0.473108
-0.11947
-0.012988
0.445256
0.003786
0.009091
0.007007
0.916864
true
21
0
34
93.939445
0.041667
15
0.177821
0.027767
0
0
0
0.214782
0.069785
-0.473051
-0.119275
-0.013041
0.445176
0.003769
0.009158
0.007068
0.916877
true
21
0
35
94.93969
0.041667
15
0.177821
0.027698
0
0
0
0.216526
0.0691
-0.472997
-0.119223
-0.013063
0.445253
0.003727
0.009147
0.007041
0.916874
true
21
0
36
95.939934
0.040278
15
0.177821
0.027387
0
0
0
0.214808
0.069046
-0.472914
-0.11921
-0.013071
0.445334
0.003721
0.009119
0.007024
0.916871
true
21
0
37
96.940178
0.040278
15
0.177821
0.02743
0
0
0
0.217138
0.069247
-0.472912
-0.119002
-0.013164
0.445319
0.003681
0.009092
0.006977
0.916877
true
21
0
38
97.940422
0.0375
14
0.177821
0.026066
0
0
0
0.21447
0.069344
-0.472864
-0.118615
-0.013227
0.44518
0.003675
0.009157
0.007091
0.916896
true
21
0
39
98.940659
0.0375
14
0.172661
0.02622
0
0
0
0.211989
0.069179
-0.472797
-0.118395
-0.013307
0.445098
0.00366
0.009151
0.007036
0.916907
true
21
0
40
99.940903
0.040278
14
0.172661
0.026948
0
0
0
0.215525
0.068922
-0.472756
-0.118267
-0.013346
0.445108
0.003616
0.009133
0.006991
0.916918
true
21
0
41
100.941147
0.040278
15
0.172264
0.026895
0
0
0
0.21902
0.06915
-0.472684
-0.118062
-0.013414
0.445144
0.003617
0.009113
0.006926
0.916926
true
22
0
42
101.941391
0.040278
15
0.172264
0.026484
0
0
0
0.220855
0.068526
-0.472675
-0.117798
-0.013435
0.445052
0.003613
0.009101
0.006929
0.916956
true
22
0
43
102.941635
0.0375
14
0.172661
0.025141
0
0
0
0.219957
0.067819
-0.47253
-0.117356
-0.013635
0.444983
0.003589
0.009184
0.00707
0.916984
true
22
0
44
103.941872
0.0375
14
0.172661
0.025015
0
0
0
0.223845
0.067945
-0.472357
-0.116993
-0.013833
0.444959
0.003576
0.009176
0.007072
0.917015
true
22
0
45
104.942116
0.031944
12
0.166707
0.023314
0
0
0
0.222442
0.068237
-0.472208
-0.116637
-0.014053
0.444862
0.003447
0.00891
0.006951
0.917087
true
22
0
46
105.94236
0.031944
12
0.166707
0.023347
0
0
0
0.225253
0.068544
-0.472029
-0.116564
-0.014142
0.444768
0.003422
0.008992
0.007112
0.917096
true
22
0
47
106.942604
0.031944
12
0.166707
0.023292
0
0
0
0.227841
0.068823
-0.471848
-0.11658
-0.014171
0.444774
0.00341
0.00893
0.00706
0.917101
true
22
0
48
107.942848
0.031944
12
0.166707
0.023075
0
0
0
0.230192
0.068894
-0.471704
-0.116528
-0.014225
0.444821
0.003426
0.008893
0.007082
0.917087
true
22
0
49
108.943085
0.031944
12
0.166707
0.022906
0
0
0
0.231984
0.068893
-0.471612
-0.116392
-0.014315
0.444788
0.00341
0.008957
0.00715
0.917104
true
22
0
50
109.943329
0.031944
12
0.166707
0.022827
0
0
0
0.233233
0.068866
-0.471587
-0.116084
-0.014359
0.444674
0.003437
0.009149
0.007351
0.917105
true
22
0
51
110.943573
0.031944
12
0.166707
0.022634
0
0
0
0.233905
0.06856
-0.471609
-0.115722
-0.014376
0.444571
0.00342
0.009267
0.007428
0.917113
true
22
0
52
111.943817
0.030556
12
0.166707
0.022354
0
0
0
0.235833
0.068725
-0.471522
-0.115598
-0.014383
0.444537
0.003423
0.009377
0.007505
0.917111
true
22
0
53
112.944061
0.030556
12
0.166707
0.02212
0
0
0
0.23654
0.069214
-0.471373
-0.115522
-0.014541
0.444547
0.003442
0.009418
0.007569
0.917112
true
22
0
54
113.944298
0.034722
13
0.173119
0.023495
0
0
0
0.240034
0.069853
-0.471273
-0.115455
-0.014669
0.444508
0.003476
0.009454
0.00769
0.917116
true
23
0
55
114.944542
0.034722
13
0.173119
0.023599
0
0
0
0.241276
0.069797
-0.471097
-0.115467
-0.014746
0.444623
0.003485
0.009469
0.007712
0.917109
true
23
0
56
115.944786
0.034722
13
0.173119
0.023601
0
0
0
0.240176
0.069957
-0.470887
-0.115546
-0.014803
0.444675
0.003494
0.009464
0.007542
0.917116
true
23
0
57
116.94503
0.034722
13
0.173119
0.023435
0
0
0
0.242302
0.070218
-0.47074
-0.115702
-0.014859
0.444701
0.003499
0.009478
0.007413
0.917127
true
23
0
58
117.945274
0.031944
12
0.173119
0.022338
0
0
0
0.242574
0.069711
-0.470681
-0.11569
-0.014854
0.444838
0.00348
0.00946
0.007355
0.917156
true
23
0
59
118.945511
0.031944
12
0.173653
0.022367
0
0
0
0.24489
0.069337
-0.470609
-0.115707
-0.014839
0.444851
0.003466
0.009437
0.007304
0.917175
true
23
0
60
119.945755
0.031944
12
0.173653
0.022398
0
0
0
0.247951
0.069495
-0.47053
-0.115689
-0.014883
0.444917
0.003451
0.00941
0.007219
0.917217
true
23
0
61
120.945999
0.031944
12
0.173653
0.022482
0
0
0
0.250445
0.07116
-0.470461
-0.115596
-0.014843
0.444943
0.003444
0.009354
0.007087
0.91725
true
23
0
62
121.946243
0.031944
12
0.173653
0.022411
0
0
0
0.251372
0.07186
-0.470426
-0.115483
-0.014779
0.44507
0.003434
0.009338
0.007055
0.917269
true
23
0
63
122.94648
0.031944
12
0.173653
0.022476
0
0
0
0.253243
0.072113
-0.470351
-0.115517
-0.014837
0.445134
0.003445
0.009332
0.007024
0.917288
true
23
0
64
123.946724
0.031944
12
0.173653
0.022499
0
0
0
0.252441
0.072182
-0.470237
-0.115451
-0.014982
0.44504
0.003459
0.009318
0.00701
0.917309
true
23
0
65
124.946968
0.030556
12
0.166707
0.022575
0
0
0
0.251253
0.072575
-0.470125
-0.115412
-0.015084
0.445001
0.003494
0.009302
0.006962
0.917339
true
24
0
66
125.947212
0.027778
11
0.166707
0.021225
0
0
0
0.247387
0.072549
-0.470025
-0.115302
-0.015135
0.445067
0.003483
0.009292
0.00691
0.917348
true
24
0
67
126.947456
0.027778
11
0.166707
0.021177
0
0
0
0.247894
0.072915
-0.469922
-0.115266
-0.015191
0.445086
0.003486
0.009277
0.006845
0.917354
true
24
0
68
127.947693
0.030556
12
0.166707
0.022137
0
0
0
0.250216
0.073167
-0.469901
-0.115017
-0.015246
0.444997
0.003464
0.009237
0.006772
0.917382
true
25
0
69
128.947937
0.030556
12
0.166707
0.021926
0
0
0
0.251598
0.073349
-0.469932
-0.114565
-0.015254
0.444915
0.003476
0.009187
0.006741
0.917446
true
25
0
70
129.948181
0.027778
11
0.166707
0.020899
0
0
0
0.251085
0.073277
-0.469966
-0.114205
-0.015243
0.444889
0.003456
0.009183
0.006717
0.917496
true
25
0
71
130.948425
0.027778
11
0.166707
0.020844
0
0
0
0.25244
0.073074
-0.470026
-0.114055
-0.015242
0.444872
0.003445
0.009203
0.006755
0.917556
true
25
0
72
131.948669
0.025
10
0.166707
0.020005
0
0
0
0.250647
0.073445
-0.470026
-0.113823
-0.015274
0.444854
0.003437
0.009187
0.006743
0.917596
true
25
0
73
132.948914
0.025
10
0.166707
0.019814
0
0
0
0.249843
0.073752
-0.470031
-0.113731
-0.015352
0.444854
0.003423
0.009171
0.006728
0.917629
true
25
0
74
133.949158
0.022222
9
0.166707
0.01903
0
0
0
0.247209
0.074191
-0.470039
-0.113537
-0.015444
0.444869
0.003419
0.009143
0.006699
0.91765
true
25
0
75
134.949402
0.025
10
0.175042
0.019838
0
0
0
0.248913
0.075021
-0.470125
-0.11331
-0.015468
0.444854
0.003404
0.009135
0.006724
0.917695
true
26
0
76
135.949631
0.025
10
0.175042
0.0195
0
0
0
0.251444
0.075095
-0.470147
-0.113007
-0.015506
0.444851
0.003387
0.009057
0.00666
0.91774
true
26
0
77
136.949875
0.026389
10
0.175042
0.020091
0
0
0
0.254556
0.074716
-0.470179
-0.112691
-0.015568
0.444784
0.003401
0.008985
0.006588
0.917782
true
26
0
78
137.950119
0.029167
11
0.181862
0.020861
0
0
0
0.255827
0.075405
-0.470191
-0.112317
-0.015651
0.444646
0.00345
0.008957
0.00662
0.917817
true
27
0
79
138.950363
0.029167
11
0.181862
0.020728
0
0
0
0.257592
0.076063
-0.470217
-0.111802
-0.015699
0.444554
0.003465
0.00887
0.006586
0.91786
true
27
0
80
139.950607
0.030556
11
0.181862
0.020777
0
0
0
0.257773
0.07656
-0.470277
-0.111381
-0.015779
0.444521
0.00351
0.008798
0.006579
0.917894
true
27
0
81
140.950851
0.030556
11
0.181862
0.020571
0
0
0
0.259359
0.076724
-0.470374
-0.110974
-0.01582
0.444423
0.00354
0.008436
0.006333
0.917939
true
27
0
82
141.951096
0.031944
11
0.18944
0.020605
0
0
0
0.260462
0.076162
-0.470437
-0.11037
-0.015824
0.444346
0.003511
0.008083
0.006086
0.918003
true
28
0
83
142.95134
0.031944
11
0.18944
0.019958
0
0
0
0.264927
0.076291
-0.470537
-0.10963
-0.015765
0.444218
0.003502
0.007642
0.005839
0.918054
true
28
0
84
143.951584
0.030556
10
0.191713
0.019299
0
0
0
0.266104
0.0764
-0.470655
-0.108806
-0.015721
0.444096
0.003495
0.007397
0.005824
0.91812
true
28
0
85
144.951813
0.030556
10
0.191713
0.019028
0
0
0
0.267657
0.075783
-0.470732
-0.108143
-0.015659
0.444041
0.003492
0.007247
0.005781
0.918174
true
28
0
86
145.952057
0.030556
10
0.191713
0.018836
0
0
0
0.269949
0.075643
-0.470816
-0.107485
-0.015628
0.443988
0.003451
0.006959
0.005628
0.918229
true
28
0
87
146.952301
0.030556
10
0.191713
0.018668
0
0
0
0.270574
0.075953
-0.47076
-0.107383
-0.015602
0.444029
0.003429
0.00694
0.005617
0.918255
true
28
0
88
147.952545
0.030556
10
0.191713
0.018727
0
0
0
0.270256
0.076469
-0.470619
-0.107441
-0.015494
0.444233
0.00341
0.006671
0.005493
0.91824
true
28
0
89
148.952789
0.030556
10
0.191713
0.018711
0
0
0
0.271863
0.077162
-0.47039
-0.107226
-0.015391
0.444448
0.003381
0.006097
0.00532
0.918217
true
28
0
90
149.953033
0.029167
9
0.191713
0.018303
0
0
0
0.27019
0.077123
-0.470136
-0.107152
-0.015329
0.444602
0.003331
0.005736
0.005303
0.918194
true
28
0
91
150.953278
0.029167
9
0.194492
0.018009
0
0
0
0.271652
0.07704
-0.469857
-0.10721
-0.015287
0.44477
0.00329
0.005348
0.005274
0.918154
true
28
0
92
151.953522
0.026389
9
0.18523
0.017859
0
0
0
0.269879
0.077039
-0.469646
-0.107347
-0.015214
0.444959
0.003283
0.004958
0.005259
0.918135
true
29
0
93
152.953766
0.023611
8
0.187545
0.017533
0
0
0
0.269858
0.077907
-0.469506
-0.107461
-0.015166
0.445147
0.003314
0.004876
0.005387
0.918128
true
29
0
94
153.95401
0.026389
9
0.194492
0.018343
0
0
0
0.271937
0.078272
-0.469406
-0.107495
-0.015111
0.445257
0.003341
0.004849
0.005384
0.918123
true
30
0
95
154.954239
0.026389
9
0.194492
0.018477
0
0
0
0.272423
0.078391
-0.469257
-0.107596
-0.015082
0.445276
0.003316
0.004803
0.005204
0.918112
true
30
0
96
155.954483
0.026389
9
0.194492
0.018588
0
0
0
0.2718
0.078013
-0.469095
-0.107612
-0.015037
0.445334
0.003311
0.004841
0.005073
0.918097
true
30
0
97
156.954727
0.026389
9
0.194492
0.018785
0
0
0
0.27103
0.077965
-0.468979
-0.107572
-0.015022
0.445405
0.003334
0.004845
0.005
0.918093
true
30
0
98
157.954971
0.026389
9
0.194492
0.01836
0
0
0
0.274208
0.07784
-0.468911
-0.107811
-0.014985
0.445633
0.003363
0.004828
0.005001
0.918082
true
30
0
99
158.955215
0.026389
9
0.194492
0.017798
0
0
0
0.277191
0.077916
-0.468806
-0.10811
-0.014937
0.445844
0.003395
0.004905
0.005043
0.918086
true
30
0
100
159.95546
0.026389
9
0.191713
0.018018
0
0
0
0.276722
0.077771
-0.468563
-0.108425
-0.014959
0.44584
0.003476
0.004911
0.005244
0.918093
true
31
0
101
160.955704
0.026389
9
0.194492
0.018076
0
0
0
0.274894
0.077471
-0.468228
-0.108693
-0.0151
0.445863
0.003507
0.004941
0.005415
0.918118
true
31
0
102
161.955948
0.026389
9
0.194492
0.018043
0
0
0
0.278185
0.077832
-0.468031
-0.109222
-0.015237
0.445868
0.003518
0.004966
0.005633
0.91814
true
31
0
103
162.956192
0.026389
9
0.194492
0.017929
0
0
0
0.281119
0.077985
-0.468024
-0.109944
-0.015186
0.446082
0.003516
0.0049
0.005605
0.918135
true
31
0
104
163.956436
0.026389
9
0.194492
0.018019
0
0
0
0.279458
0.078086
-0.468035
-0.110719
-0.015139
0.446217
0.003545
0.004958
0.005636
0.918122
true
31
0
105
164.956665
0.026389
9
0.194492
0.018164
0
0
0
0.278941
0.078274
-0.468108
-0.111196
-0.015057
0.446353
0.003562
0.005003
0.00564
0.918113
true
31
0
106
165.956909
0.027778
10
0.183378
0.018362
0
0
0
0.278793
0.077633
-0.468096
-0.111901
-0.015128
0.446543
0.003576
0.004928
0.005584
0.91811
true
32
0
107
166.957153
0.030556
11
0.18944
0.019559
0
0
0
0.28139
0.077616
-0.468
-0.112429
-0.01516
0.446677
0.003614
0.004928
0.005534
0.918096
true
33
0
108
167.957397
0.033333
11
0.18944
0.019648
0
0
0
0.283447
0.077568
-0.467872
-0.11277
-0.015122
0.44679
0.003632
0.004918
0.005583
0.918095
true
33
0
109
168.957642
0.033333
11
0.18944
0.019647
0
0
0
0.284314
0.077711
-0.467766
-0.113309
-0.015126
0.446917
0.003677
0.004907
0.005649
0.918097
true
33
0
110
169.957886
0.034722
12
0.187545
0.020069
0
0
0
0.285142
0.078131
-0.467811
-0.114443
-0.015196
0.446981
0.003749
0.004813
0.005577
0.918112
true
34
0
111
170.95813
0.0375
13
0.179531
0.020917
0
0
0
0.285866
0.078562
-0.467778
-0.115719
-0.015436
0.447109
0.003941
0.004913
0.005721
0.918141
true
35
0
0
59.833332
0.077778
6
0.666667
0.035753
0
0
0.002778
0.237635
0.179149
-0.468758
-0.009081
-0.001776
0.398209
0.007218
0.010767
0.008158
0.96899
true
6
0
1
60.833332
0.077778
6
0.666667
0.035629
0
0
0.002778
0.234448
0.177309
-0.468561
-0.008808
-0.001731
0.398066
0.007135
0.010813
0.008105
0.968996
true
6
0
2
61.833332
0.072222
5
0.766667
0.034293
0
0
0.002778
0.229346
0.174964
-0.468139
-0.008323
-0.001642
0.39804
0.007027
0.010533
0.008072
0.968955
true
6
0
3
62.833332
0.072222
5
0.766667
0.034342
0
0
0.002778
0.228997
0.174384
-0.467686
-0.007933
-0.001633
0.398057
0.007225
0.010275
0.008129
0.968932
true
6
0