Datasets:
user
string | age
int64 | ethnicity
string | gender
string | phq1
float64 | phq2
float64 | phq3
float64 | phq4
int64 | phq5
int64 | phq6
int64 | phq7
int64 | phq8
float64 | phq9
int64 | phq
float64 | phq_2
float64 | gad1
float64 | gad2
float64 | gad3
float64 | gad4
float64 | gad5
float64 | gad6
float64 | gad7
float64 | gad
float64 | gad_2
float64 | duration
float64 | prompt_vad_cut_duration
float64 | prompt_vad_trimmed_duration
float64 | conversational_vad_cut_duration
float64 | conversational_vad_trimmed_duration
float64 | mos_pred
float64 | noi_pred
float64 | loud_pred
float64 | dis_pred
float64 | col_pred
float64 | bin_phq
int64 | bin_gad
int64 | split
string | prompt
string | state
string | income
string | english_preferred
string | preferred_lang
string | scores_anxiety
float64 | quantized_labels_anxiety
int64 | scores_depression
float64 | quantized_labels_depression
int64 | is_unbiased
bool |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
12a88770ccb9e8b1b92266427ed11931
| 63
|
Other
|
Female
| 3
| 3
| 2
| 3
| 2
| 3
| 3
| 2
| 2
| 23
| 6
| 3
| 3
| 3
| 3
| 2
| 3
| 0
| 17
| 6
| 59.562688
| 46.728
| 56.412
| 47.604
| 56.412
| 1.770927
| 3.234843
| 2.570519
| 2.191856
| 2.227642
| 1
| 1
|
val
| null | null | null | null | null | -0.103333
| 3
| -0.335449
| 2
| true
|
6e5e3788d1e62f208855e5065186d2e6
| 66
|
White
|
Male
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 63.061313
| 30.984
| 57.468
| 14.136
| 44.508
| 2.696124
| 3.749429
| 2.999245
| 3.261999
| 2.361332
| 0
| 0
|
val
| null | null | null | null | null | -1.737305
| 0
| -1.913086
| 0
| true
|
d7fb7d47662fe32c75df62434f2d53bf
| 53
|
White
|
Male
| 1
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 0
| 3
| 1
| 1
| 0
| 1
| 0
| 0
| 0
| 1
| 3
| 1
| 58.453313
| 41.376
| 54.492
| 52.152
| 54.492
| 2.435968
| 2.922162
| 3.148292
| 2.952042
| 2.987126
| 0
| 0
|
val
| null | null | null | null | null | -1.304688
| 0
| -1.494141
| 0
| true
|
4b9738bc7f45c23dd6b9f67731a35c87
| 52
|
White
|
Female
| 0
| 1
| 1
| 0
| 1
| 1
| 0
| 0
| 0
| 4
| 1
| 1
| 1
| 1
| 0
| 0
| 0
| 1
| 4
| 2
| 71.850688
| 68.604
| 71.196
| 71.196
| 71.196
| 2.531571
| 3.674624
| 3.554192
| 3.185091
| 3.341353
| 0
| 0
|
val
| null | null | null | null | null | -0.973633
| 0
| -1.24707
| 0
| true
|
5406c3e92baa10e95bfc10d7ce02ec0a
| 62
|
White
|
Male
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 69.205313
| 65.083313
| 68.467313
| 67.087313
| 68.467313
| 2.263959
| 2.152665
| 2.853049
| 2.863477
| 2.805244
| 0
| 0
|
val
| null | null | null | null | null | -2.814453
| 0
| -2.96875
| 0
| true
|
054271df09032843353e9945a8faecd2
| 58
|
White
|
Male
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 59.648
| 44.76
| 57.66
| 54.192
| 57.66
| 3.587427
| 4.049853
| 3.858379
| 4.112544
| 3.296824
| 0
| 0
|
val
| null | null | null | null | null | -2.787109
| 0
| -2.941406
| 0
| true
|
c5301aa02904a828748e1809697865c3
| 43
|
White
|
Male
| 1
| 1
| 1
| 1
| 1
| 0
| 1
| 0
| 0
| 6
| 2
| 1
| 0
| 0
| 1
| 0
| 1
| 0
| 3
| 1
| 53.674688
| 39.228
| 50.748
| 45.684
| 50.748
| 4.052881
| 4.251462
| 4.260651
| 4.408266
| 4.131562
| 0
| 0
|
val
| null | null | null | null | null | -1.258789
| 0
| -1.544922
| 0
| true
|
4585c018edb2448c3ff93ebe85f79609
| 19
|
Other or mixed race
|
Female
| 0
| 0
| 1
| 0
| 1
| 1
| 2
| 0
| 0
| 5
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 0
| 2
| 1
| 61.44
| 58.608
| 59.868
| 59.868
| 59.868
| 3.999954
| 3.576353
| 3.95086
| 4.352331
| 4.182289
| 0
| 0
|
val
| null | null | null | null | null | -1.709961
| 0
| -1.956055
| 0
| true
|
fbf09baf3edc85de0763d539054287e0
| 69
|
White
|
Male
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 1
| 0
| 1
| 0
| 109.568
| 104.964
| 108.732
| 107.544
| 108.732
| 2.487274
| 3.369983
| 3.227468
| 2.317352
| 2.648293
| 0
| 0
|
val
| null | null | null | null | null | -2.191406
| 0
| -2.357422
| 0
| true
|
107fa9842d4ac797c3a61ad866ef4058
| 66
|
White
|
Female
| 1
| 1
| 2
| 2
| 1
| 0
| 0
| 0
| 0
| 7
| 2
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 1
| 0
| 53.418688
| 46.968
| 51.228
| 51.228
| 51.228
| 1.420631
| 2.90734
| 2.659718
| 2.085059
| 2.37976
| 0
| 0
|
val
| null | null | null | null | null | -1.099609
| 0
| -1.415039
| 0
| true
|
2fdac8e000e2ea13c43b3c355cc50b54
| 66
|
White
|
Female
| 1
| 1
| 1
| 1
| 0
| 0
| 0
| 0
| 0
| 4
| 2
| 1
| 1
| 0
| 1
| 0
| 0
| 1
| 4
| 2
| 57.306875
| 46.668875
| 56.856875
| 54.612875
| 56.856875
| 2.766792
| 3.576188
| 2.801177
| 3.411993
| 3.00016
| 0
| 0
|
val
| null | null | null | null | null | -1.06543
| 0
| -1.34375
| 0
| true
|
unknown_user_8
| 20
|
Asian
|
Female
| 1
| 1
| 1
| 1
| 2
| 3
| 0
| 0
| 1
| 10
| 2
| 1
| 1
| 1
| 0
| 0
| 0
| 1
| 4
| 2
| 174.336
| 149.544
| 172.188
| 167.016
| 173.148
| 1.918247
| 3.288321
| 2.968852
| 2.08335
| 2.66527
| 1
| 0
|
val
| null | null | null | null | null | 0.109436
| 0
| -0.116699
| 1
| true
|
unknown_user_26
| 56
|
Other
|
Female
| 0
| 0
| 1
| 0
| 0
| 0
| 1
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 2
| 0
| 62.208
| 37.884
| 58.524
| 24.24
| 48.156
| 2.119889
| 3.490821
| 3.109853
| 2.539912
| 2.785135
| 0
| 0
|
val
| null | null | null | null | null | -0.696289
| 0
| -0.870117
| 0
| true
|
259da21e5d7c92ce759d90583df0b48f
| 47
|
White
|
Female
| 1
| 1
| 1
| 1
| 1
| 1
| 0
| 0
| 0
| 6
| 2
| 1
| 1
| 1
| 1
| 0
| 1
| 0
| 5
| 2
| 61.44
| 45.24
| 57.564
| 49.368
| 50.46
| 4.484598
| 4.261952
| 4.615265
| 4.594766
| 4.399323
| 0
| 0
|
val
| null | null | null | null | null | -0.23999
| 1
| -0.524902
| 0
| true
|
unknown_user_47
| 28
|
Hispanic or Latino
|
Female
| 1
| 2
| 3
| 1
| 3
| 0
| 0
| 0
| 0
| 10
| 3
| 3
| 3
| 3
| 3
| 3
| 3
| 3
| 21
| 6
| 58.538688
| 48.456
| 56.7
| 53.364
| 56.7
| 1.945053
| 3.187281
| 2.357938
| 2.270471
| 2.631883
| 1
| 1
|
val
| null | null | null | null | null | -0.564453
| 3
| -0.836426
| 1
| true
|
unknown_user_59
| 39
|
Black or African American
|
Male
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 0
| 1
| 1
| 0
| 2
| 0
| 72.277313
| 38.664
| 67.068
| 25.464
| 61.692
| 2.547766
| 3.366001
| 2.935399
| 3.926665
| 2.006627
| 0
| 0
|
val
| null | null | null | null | null | -1.576172
| 0
| -1.766602
| 0
| true
|
807a5b31ba896f2d3b76a0acdeb88419
| 29
|
Asian / Pacific Islander
|
Female
| 1
| 0
| 0
| 3
| 0
| 2
| 0
| 0
| 0
| 6
| 1
| 1
| 0
| 0
| 2
| 0
| 0
| 1
| 4
| 1
| 61.765063
| 43.26
| 59.772
| 50.484
| 59.772
| 3.286894
| 3.8455
| 2.838866
| 4.297705
| 3.23201
| 0
| 0
|
val
| null | null | null | null | null | -1.606445
| 0
| -1.767578
| 0
| true
|
953eba4cf7e6a2e6a2981bd26854506d
| 46
|
White
|
Female
| 1
| 0
| 1
| 1
| 1
| 0
| 1
| 0
| 0
| 5
| 1
| 0
| 0
| 1
| 1
| 0
| 1
| 0
| 3
| 0
| 52.821313
| 38.376
| 48.732
| 42.612
| 48.732
| 1.902445
| 3.306978
| 2.249219
| 2.041835
| 2.332262
| 0
| 0
|
val
| null | null | null | null | null | 0.223267
| 0
| 0.016647
| 0
| true
|
80f8cb57fc7563d56403e4dadb3f6655
| 19
|
Black or African American
|
Female
| 3
| 3
| 2
| 2
| 3
| 3
| 2
| 2
| 3
| 23
| 6
| 3
| 3
| 3
| 2
| 3
| 3
| 3
| 20
| 6
| 49.408
| 34.416
| 41.628
| 33.528
| 34.716
| 3.085155
| 2.584928
| 3.457424
| 3.750936
| 3.14688
| 1
| 1
|
val
| null | null | null | null | null | -0.374756
| 3
| -0.67627
| 2
| true
|
883a2ca5422dd2d5ebb45ef31d05eb23
| 29
|
White
|
Female
| 2
| 2
| 1
| 1
| 0
| 1
| 1
| 1
| 0
| 9
| 4
| 1
| 1
| 1
| 3
| 2
| 2
| 0
| 10
| 2
| 61.525313
| 43.68
| 59.388
| 45.648
| 54.972
| 2.225451
| 3.760483
| 2.680398
| 2.45816
| 2.785079
| 0
| 1
|
val
| null | null | null | null | null | -0.99707
| 2
| -1.166992
| 0
| true
|
fd85a8f998b3b05b83b96895c8d02658
| 41
|
Asian / Pacific Islander
|
Female
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 62.378688
| 54.636
| 59.1
| 59.1
| 59.1
| 3.752714
| 3.925875
| 3.941831
| 4.325886
| 3.74459
| 0
| 0
|
val
| null | null | null | null | null | -2.691406
| 0
| -2.814453
| 0
| true
|
5023da627be1e58247d6ad8934c0c615
| 53
|
White
|
Female
| 3
| 3
| 3
| 3
| 2
| 3
| 0
| 1
| 0
| 18
| 6
| 1
| 1
| 1
| 0
| 0
| 3
| 1
| 7
| 2
| 57.957
| 47.748
| 55.356
| 56.988
| 56.988
| 1.434321
| 3.063703
| 2.39207
| 1.602522
| 2.72061
| 1
| 0
|
val
| null | null | null | null | null | -0.039337
| 1
| -0.2771
| 2
| true
|
70f6d5e633f42e6726eef739ac38fbe3
| 42
|
White
|
Female
| 1
| 1
| 3
| 3
| 1
| 1
| 1
| 1
| 1
| 13
| 2
| 3
| 3
| 2
| 2
| 3
| 2
| 1
| 16
| 6
| 60.842688
| 41.52
| 58.428
| 40.44
| 49.116
| 2.300343
| 3.545462
| 2.510253
| 2.914525
| 2.387602
| 1
| 1
|
val
| null | null | null | null | null | 0.054382
| 3
| -0.199463
| 1
| true
|
2c6d5221fdae582e2dcd8b84b80de345
| 57
|
White
|
Female
| 1
| 1
| 3
| 2
| 3
| 2
| 3
| 0
| 0
| 15
| 2
| 1
| 1
| 1
| 2
| 0
| 3
| 0
| 8
| 2
| 44.202688
| 36.696
| 41.82
| 40.728
| 41.82
| 4.488556
| 4.385837
| 4.499223
| 4.590425
| 4.282519
| 1
| 1
|
val
| null | null | null | null | null | 0.414063
| 1
| 0.255615
| 2
| true
|
9f38de4a1445c23bcea9c4dd3097673d
| 50
|
White
|
Female
| 1
| 1
| 1
| 1
| 2
| 1
| 2
| 0
| 0
| 9
| 2
| 1
| 1
| 1
| 2
| 1
| 1
| 0
| 7
| 2
| 62.464
| 46.752
| 59.388
| 47.064
| 48.444
| 4.148119
| 4.170166
| 4.389667
| 4.160861
| 4.036227
| 0
| 0
|
val
| null | null | null | null | null | -0.210815
| 1
| -0.486816
| 0
| true
|
61d4634f6bbafec0056554588107977a
| 31
|
White
|
Male
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 61.439938
| 47.688
| 58.428
| 52.236
| 58.428
| 2.354701
| 3.929729
| 2.259634
| 3.680875
| 2.488581
| 0
| 0
|
val
| null | null | null | null | null | -1.374023
| 0
| -1.568359
| 0
| true
|
9bbebf283c4c9edcf36c16951e1d3e7d
| 26
|
Asian / Pacific Islander
|
Female
| 1
| 2
| 2
| 3
| 0
| 3
| 1
| 0
| 3
| 15
| 3
| 3
| 2
| 2
| 2
| 1
| 3
| 2
| 15
| 5
| 62.122688
| 35.664
| 57.276
| 23.316
| 39.42
| 2.989682
| 3.908663
| 2.302978
| 3.288071
| 3.049186
| 1
| 1
|
val
| null | null | null | null | null | 0.762695
| 3
| 0.649414
| 2
| true
|
unknown_user_72
| 60
|
White
|
Male
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 61.952
| 37.98
| 57.564
| 19.992
| 27.036
| 2.6381
| 3.607651
| 3.078136
| 3.735587
| 3.16104
| 0
| 0
|
val
| null | null | null | null | null | -2.074219
| 0
| -2.25
| 0
| true
|
unknown_user_75
| 38
|
Hispanic or Latino
|
Female
| 1
| 1
| 2
| 1
| 3
| 1
| 0
| 0
| 0
| 9
| 2
| 2
| 2
| 1
| 1
| 0
| 1
| 2
| 9
| 4
| 72.106688
| 56.568
| 69.468
| 57.876
| 62.652
| 2.85214
| 2.947023
| 3.547435
| 2.995235
| 2.852443
| 0
| 1
|
val
| null | null | null | null | null | -0.488037
| 1
| -0.76709
| 0
| true
|
1f2153709b4657f30392f521bbd1c4e9
| 35
|
White
|
Female
| 2
| 2
| 3
| 3
| 2
| 2
| 3
| 0
| 0
| 17
| 4
| 2
| 2
| 2
| 2
| 0
| 1
| 2
| 11
| 4
| 140.544
| 104.088
| 140.094
| 116.64
| 133.02
| 3.396092
| 3.847399
| 3.766699
| 3.863907
| 3.551298
| 1
| 1
|
val
| null | null | null | null | null | 0.218872
| 2
| -0.001469
| 2
| true
|
unknown_user_92
| 38
|
Black or African American
|
Male
| 1
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 0
| 7
| 1
| 1
| 1
| 1
| 1
| 0
| 1
| 1
| 6
| 2
| 72.106688
| 67.524
| 70.236
| 70.236
| 70.236
| 1.893327
| 3.04184
| 2.258667
| 2.045517
| 2.539891
| 0
| 0
|
val
| null | null | null | null | null | -0.222168
| 1
| -0.487793
| 0
| true
|
unknown_user_95
| 32
|
Black or African American
|
Female
| 1
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 0
| 3
| 1
| 1
| 1
| 1
| 0
| 3
| 2
| 0
| 8
| 2
| 70.12425
| 60.372
| 66.492
| 66.492
| 66.492
| 4.191719
| 4.159115
| 4.028005
| 4.441022
| 3.853625
| 0
| 1
|
val
| null | null | null | null | null | -0.929688
| 1
| -1.227539
| 0
| true
|
10424c6ce78f741080b151f17ddf4f67
| 44
|
Hispanic or Latino
|
Female
| 1
| 2
| 3
| 3
| 3
| 1
| 1
| 1
| 0
| 15
| 3
| 3
| 3
| 3
| 3
| 2
| 3
| 2
| 19
| 6
| 63.573313
| 40.896
| 60.54
| 36.276
| 53.148
| 3.194849
| 2.277785
| 3.7753
| 4.448382
| 4.112674
| 1
| 1
|
val
| null | null | null | null | null | -0.233887
| 3
| -0.501465
| 2
| true
|
9dfdc4137f54d9f27fe0147840cff634
| 64
|
White
|
Female
| 3
| 3
| 3
| 3
| 2
| 2
| 3
| 0
| 0
| 19
| 6
| 3
| 3
| 3
| 3
| 0
| 2
| 2
| 16
| 6
| 52.565313
| 39.54
| 50.844
| 44.604
| 44.604
| 4.607984
| 4.525392
| 4.598139
| 4.827816
| 4.507455
| 1
| 1
|
val
| null | null | null | null | null | 0.114868
| 3
| -0.098267
| 2
| true
|
9e472679aacace2d9c409cf1392c2d4a
| 60
|
White
|
Male
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 52.138688
| 45.852
| 50.076
| 50.076
| 50.076
| 2.727308
| 3.378801
| 2.96089
| 2.14412
| 2.77293
| 0
| 0
|
val
| null | null | null | null | null | -1.904297
| 0
| -2.099609
| 0
| true
|
b240d5ac71cdd2382f76499534a53ce1
| 29
|
Asian / Pacific Islander
|
Female
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 63.488
| 41.736
| 58.14
| 47.508
| 58.62
| 2.198988
| 2.825169
| 1.845612
| 3.345232
| 2.600261
| 0
| 0
|
val
| null | null | null | null | null | -1.044922
| 0
| -1.265625
| 0
| true
|
4010eefe6a6f84b8a150a2b0e2f900e6
| 33
|
Asian / Pacific Islander
|
Male
| 1
| 1
| 1
| 2
| 0
| 1
| 0
| 0
| 0
| 6
| 2
| 1
| 0
| 2
| 1
| 0
| 0
| 1
| 5
| 1
| 70.656
| 48.72
| 67.452
| 53.964
| 67.452
| 2.669268
| 3.987913
| 3.686321
| 2.821593
| 2.549677
| 0
| 0
|
val
| null | null | null | null | null | -1.714844
| 1
| -1.848633
| 0
| true
|
29988fc625e6f65dae6c0d09b4b24381
| 60
|
Other
|
Male
| 2
| 2
| 2
| 2
| 3
| 1
| 3
| 0
| 0
| 15
| 4
| 2
| 2
| 3
| 2
| 0
| 1
| 1
| 11
| 4
| 55.296
| 46.476
| 53.436
| 53.436
| 53.436
| 2.405104
| 2.747098
| 3.256279
| 2.735125
| 2.620826
| 1
| 1
|
val
| null | null | null | null | null | -2.613281
| 2
| -2.787109
| 2
| true
|
fa1ee4e6d20138ab65228540e3eccb7e
| 38
|
Hispanic or Latino
|
Female
| 1
| 1
| 2
| 2
| 0
| 0
| 3
| 2
| 0
| 11
| 2
| 1
| 2
| 1
| 2
| 1
| 1
| 2
| 10
| 3
| 64.73725
| 59.004
| 62.844
| 62.844
| 62.844
| 3.27743
| 3.213865
| 3.635981
| 4.208785
| 3.171175
| 1
| 1
|
val
| null | null | null | null | null | -1.219727
| 2
| -1.482422
| 1
| true
|
0de66a459eded599c7f65f9fbe35bb12
| 58
|
White
|
Female
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 61.022063
| 44.376
| 59.676
| 54.132
| 59.676
| 3.926766
| 4.062557
| 4.284026
| 4.310864
| 3.96807
| 0
| 0
|
val
| null | null | null | null | null | -1.764648
| 0
| -1.969727
| 0
| true
|
e6c7480615ff71b3f0735dc2de793d09
| 30
|
White
|
Female
| 2
| 2
| 1
| 3
| 2
| 1
| 2
| 0
| 0
| 13
| 4
| 2
| 1
| 1
| 2
| 0
| 1
| 0
| 7
| 3
| 74.581313
| 47.736
| 72.06
| 56.724
| 68.892
| 3.541165
| 3.097244
| 3.956033
| 4.238841
| 3.853757
| 1
| 0
|
val
| null | null | null | null | null | -0.753906
| 1
| -1.003906
| 1
| true
|
fa9fc7403ada691e43729aed26f6be0a
| 27
|
White
|
Female
| 1
| 1
| 3
| 3
| 2
| 1
| 0
| 0
| 0
| 11
| 2
| 1
| 0
| 1
| 1
| 0
| 1
| 0
| 4
| 1
| 84.242
| 65.232
| 80.7
| 78.744
| 80.7
| 4.687668
| 4.625268
| 4.648777
| 4.705515
| 4.44665
| 1
| 0
|
val
| null | null | null | null | null | -0.927734
| 0
| -1.201172
| 1
| true
|
577ab9d05e5e7aaaf1d667d32c8b82bf
| 44
|
Black or African American
|
Male
| 1
| 1
| 2
| 1
| 1
| 1
| 0
| 0
| 0
| 7
| 2
| 1
| 1
| 1
| 1
| 0
| 1
| 1
| 6
| 2
| 64.512
| 47.208
| 62.268
| 53.232
| 62.268
| 2.857659
| 2.415869
| 3.610219
| 4.26839
| 3.23207
| 0
| 0
|
val
| null | null | null | null | null | -1.09082
| 1
| -1.352539
| 0
| true
|
eb467dca7fdbe56f4175c3f0b86fd0be
| 30
|
White
|
Female
| 1
| 1
| 1
| 2
| 1
| 2
| 1
| 0
| 1
| 10
| 2
| 2
| 3
| 2
| 3
| 1
| 2
| 3
| 16
| 5
| 57.941313
| 42.78
| 55.164
| 51.636
| 55.164
| 2.57007
| 2.409689
| 2.963705
| 3.887604
| 2.034555
| 1
| 1
|
val
| null | null | null | null | null | -0.92041
| 3
| -1.236328
| 1
| true
|
f3dee87c3adac75289ec3e038ec3f2d7
| 24
|
Hispanic or Latino
|
Female
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 1
| 0
| 2
| 1
| 64.512
| 54.528
| 61.692
| 61.692
| 61.692
| 4.19804
| 4.079912
| 4.222687
| 4.516232
| 4.249843
| 0
| 0
|
val
| null | null | null | null | null | -1.010742
| 0
| -1.273438
| 0
| true
|
fdffb728f83dc76148c461e785bf0d70
| 40
|
White
|
Female
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 66.048
| 57.684
| 61.212
| 61.212
| 61.212
| 2.888723
| 3.618459
| 2.370039
| 4.21266
| 3.199862
| 0
| 0
|
val
| null | null | null | null | null | -0.294922
| 0
| -0.516113
| 0
| true
|
87944e76b5a66b601870d12dff9ee9f4
| 39
|
White
|
Male
| 2
| 2
| 2
| 2
| 2
| 2
| 2
| 2
| 2
| 18
| 4
| 2
| 2
| 2
| 1
| 0
| 0
| 0
| 7
| 4
| 50.944
| 31.894
| 50.782
| 23.448
| 24.732
| 3.485562
| 3.590917
| 3.883068
| 4.244397
| 4.031815
| 1
| 0
|
val
| null | null | null | null | null | -1.445313
| 1
| -1.686523
| 2
| true
|
ccbbb043d6fb383a50c016f3181eb6d0
| 52
|
White
|
Female
| 1
| 2
| 2
| 0
| 0
| 1
| 1
| 0
| 0
| 7
| 3
| 3
| 3
| 3
| 3
| 0
| 3
| 3
| 18
| 6
| 100.181313
| 84.071313
| 98.771313
| 97.583313
| 98.771313
| 1.90536
| 2.175978
| 2.917703
| 2.323227
| 2.354756
| 0
| 1
|
val
| null | null | null | null | null | -0.535645
| 3
| -0.837402
| 0
| true
|
62ce7541cbb6104596fc4644a813320e
| 41
|
White
|
Male
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 1
| 0
| 2
| 1
| 1
| 0
| 1
| 0
| 0
| 1
| 0
| 3
| 1
| 58.794688
| 52.884
| 57.372
| 57.372
| 57.372
| 1.588731
| 2.853404
| 2.037504
| 2.153156
| 2.360931
| 0
| 0
|
val
| null | null | null | null | null | -1.882813
| 0
| -2.0625
| 0
| true
|
88eaa9eaf0ede64c4effd230d43912a1
| 63
|
White
|
Female
| 1
| 0
| 2
| 0
| 2
| 0
| 0
| 0
| 0
| 5
| 1
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 61.525313
| 40.704
| 58.332
| 33.66
| 33.66
| 1.55396
| 3.574842
| 3.583266
| 2.47811
| 2.01866
| 0
| 0
|
val
| null | null | null | null | null | -0.180054
| 0
| -0.435547
| 0
| true
|
887288c1bbe358726fabcee0b932a69a
| 57
|
White
|
Female
| 1
| 0
| 1
| 2
| 1
| 1
| 1
| 0
| 0
| 7
| 1
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 63.914688
| 36.804
| 60.156
| 36.012
| 60.156
| 4.182988
| 3.957012
| 4.309742
| 4.462112
| 4.274348
| 0
| 0
|
val
| null | null | null | null | null | -0.748047
| 0
| -1.030273
| 0
| true
|
4b9738bc7f45c23dd6b9f67731a35c87
| 52
|
White
|
Female
| 1
| 1
| 1
| 1
| 1
| 1
| 0
| 0
| 0
| 6
| 2
| 1
| 1
| 1
| 0
| 0
| 1
| 1
| 5
| 2
| 63.744
| 62.676
| 63.324
| 63.324
| 63.324
| 2.65039
| 3.653051
| 3.642835
| 3.009285
| 3.178651
| 0
| 0
|
val
| null | null | null | null | null | -0.306641
| 1
| -0.591797
| 0
| true
|
b8466a7422ba82b20e4ef48838b1ccbf
| 63
|
White
|
Female
| 0
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 59.648
| 47.856
| 56.22
| 56.22
| 56.22
| 1.884803
| 3.568848
| 3.540695
| 2.26726
| 2.653808
| 0
| 0
|
val
| null | null | null | null | null | -1.621094
| 0
| -1.838867
| 0
| true
|
ec32361272566cec51131cdfe5985d3a
| 24
|
Asian / Pacific Islander
|
Prefer not to answer
| 2
| 2
| 1
| 1
| 1
| 2
| 1
| 0
| 0
| 10
| 4
| 2
| 0
| 1
| 1
| 0
| 1
| 1
| 6
| 2
| 59.477313
| 43.272
| 51.9
| 46.392
| 48.06
| 4.485502
| 4.068563
| 4.501722
| 4.540209
| 4.457239
| 1
| 0
|
val
| null | null | null | null | null | 0.341553
| 1
| 0.138794
| 1
| true
|
899fd5ec7d20cbfb2acd9f5655d78611
| 35
|
White
|
Female
| 1
| 3
| 1
| 3
| 0
| 3
| 3
| 1
| 1
| 16
| 4
| 2
| 3
| 3
| 3
| 0
| 1
| 1
| 13
| 5
| 61.525313
| 33.18
| 59.58
| 20.724
| 37.5
| 4.637802
| 4.334405
| 4.652205
| 4.726963
| 4.531784
| 1
| 1
|
val
| null | null | null | null | null | -0.420166
| 2
| -0.663574
| 2
| true
|
6d943ba31802e2bf52a06548b05f058a
| 26
|
Other or mixed race
|
Female
| 0
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 0
| 4
| 0
| 2
| 1
| 1
| 2
| 0
| 0
| 2
| 8
| 3
| 72.44625
| 57.348
| 69.756
| 69.756
| 69.756
| 3.707453
| 3.504393
| 3.901118
| 3.624416
| 3.849662
| 0
| 1
|
val
| null | null | null | null | null | -0.535645
| 1
| -0.802734
| 0
| true
|
eda3ccedf2846efb86a82b878c754bac
| 56
|
White
|
Female
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 1
| 0
| 60.501313
| 50.28
| 57.276
| 57.276
| 57.276
| 3.191787
| 4.093589
| 3.267605
| 3.752923
| 3.373218
| 0
| 0
|
val
| null | null | null | null | null | -1.044922
| 0
| -1.27832
| 0
| true
|
3ba59349e8329924b7463eb37d87032e
| 33
|
White
|
Female
| 1
| 2
| 3
| 3
| 2
| 3
| 1
| 0
| 1
| 16
| 3
| 1
| 1
| 1
| 2
| 0
| 0
| 1
| 6
| 2
| 72.618688
| 50.844
| 69.564
| 53.268
| 56.22
| 3.968663
| 3.529283
| 4.13507
| 4.470671
| 4.11112
| 1
| 0
|
val
| null | null | null | null | null | -0.359619
| 1
| -0.648438
| 2
| true
|
49dcdc65d34e0ce30d2a5dda25c51005
| 35
|
White
|
Male
| 2
| 3
| 2
| 3
| 3
| 2
| 3
| 2
| 0
| 20
| 5
| 2
| 2
| 3
| 3
| 3
| 3
| 2
| 18
| 4
| 62.208
| 36.828
| 59.868
| 30.612
| 53.628
| 2.831922
| 2.024222
| 3.507466
| 3.942463
| 3.305319
| 1
| 1
|
val
| null | null | null | null | null | -0.644043
| 3
| -0.907715
| 2
| true
|
48e2e64c72f7f2f91f9fb74523b72076
| 27
|
White
|
Other
| 1
| 3
| 1
| 3
| 1
| 3
| 1
| 0
| 1
| 14
| 4
| 3
| 3
| 3
| 3
| 1
| 2
| 3
| 18
| 6
| 66.559938
| 51.852
| 64.092
| 62.616
| 64.092
| 2.929857
| 3.740273
| 3.18592
| 3.482235
| 2.866169
| 1
| 1
|
val
| null | null | null | null | null | 0.249634
| 3
| 0.022156
| 1
| true
|
fdc218ae4d8a6d96a0ba770b72e461f0
| 43
|
White
|
Female
| 3
| 2
| 3
| 3
| 3
| 2
| 2
| 0
| 1
| 19
| 5
| 3
| 3
| 3
| 2
| 0
| 2
| 1
| 14
| 6
| 73.984
| 59.542
| 72.19
| 61.522
| 72.19
| 3.711786
| 4.094613
| 4.240155
| 4.375639
| 4.242576
| 1
| 1
|
val
| null | null | null | null | null | 0.359375
| 2
| 0.144531
| 2
| true
|
695c4badb8926c265642c40cf8acef8b
| 42
|
White
|
Female
| 0
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 1
| 0
| 60.330688
| 49.416
| 58.524
| 49.752
| 52.284
| 2.038224
| 3.571055
| 2.180316
| 2.3551
| 2.40353
| 0
| 0
|
val
| null | null | null | null | null | -0.828613
| 0
| -1.055664
| 0
| true
|
5456bb5a6c56ea7929d83603be179038
| 35
|
Asian / Pacific Islander
|
Female
| 1
| 1
| 2
| 1
| 2
| 1
| 3
| 2
| 0
| 13
| 2
| 1
| 1
| 1
| 0
| 0
| 2
| 0
| 5
| 2
| 63.914688
| 37.968
| 61.788
| 40.812
| 58.332
| 2.928359
| 4.00618
| 3.335051
| 2.896416
| 3.3406
| 1
| 0
|
val
| null | null | null | null | null | 0.47583
| 1
| 0.287598
| 1
| true
|
2469f45dde4ec3d78e13a6520a830694
| 38
|
White
|
Female
| 2
| 2
| 2
| 2
| 1
| 2
| 2
| 2
| 0
| 15
| 4
| 2
| 2
| 2
| 2
| 2
| 2
| 2
| 14
| 4
| 46.08
| 34.656
| 43.644
| 44.796
| 44.796
| 2.580703
| 2.40961
| 3.069392
| 3.931267
| 2.794685
| 1
| 1
|
val
| null | null | null | null | null | -0.445557
| 2
| -0.744141
| 2
| true
|
0140057f5417b8c832abe5540ee81fbb
| 59
|
White
|
Female
| 1
| 1
| 1
| 2
| 0
| 1
| 3
| 1
| 0
| 10
| 2
| 3
| 3
| 3
| 3
| 1
| 1
| 2
| 16
| 6
| 96.341313
| 75.288
| 94.332
| 90.612
| 92.892
| 2.234908
| 3.09652
| 3.043788
| 2.508906
| 2.651428
| 1
| 1
|
val
| null | null | null | null | null | -0.953125
| 3
| -1.242188
| 1
| true
|
c48fc5ee573881081849c636199dcc66
| 65
|
White
|
Female
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 1
| 0
| 61.857938
| 50.64
| 58.332
| 56.376
| 58.332
| 3.856571
| 3.537474
| 4.086767
| 4.408177
| 3.927634
| 0
| 0
|
val
| null | null | null | null | null | -1.558594
| 0
| -1.852539
| 0
| true
|
b8466a7422ba82b20e4ef48838b1ccbf
| 62
|
White
|
Female
| 0
| 0
| 0
| 1
| 3
| 0
| 1
| 3
| 0
| 8
| 0
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 1
| 0
| 56.234688
| 41.808
| 53.532
| 46.26
| 51.036
| 1.059169
| 3.26207
| 2.967205
| 1.812272
| 1.956042
| 0
| 0
|
val
| null | null | null | null | null | -0.44751
| 0
| -0.734375
| 0
| true
|
9436aa5b14e4e1a09b817bbb11ebb428
| 60
|
Hispanic or Latino
|
Female
| 1
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 0
| 4
| 1
| 1
| 1
| 1
| 1
| 0
| 0
| 0
| 4
| 2
| 59.392
| 46.776
| 56.028
| 50.556
| 50.556
| 4.594292
| 4.503034
| 4.507034
| 4.514352
| 4.35088
| 0
| 0
|
val
| null | null | null | null | null | -1.498047
| 0
| -1.783203
| 0
| true
|
91fbc1ffc46dc5e768f6b154bb548e37
| 52
|
White
|
Female
| 1
| 1
| 1
| 3
| 3
| 3
| 3
| 0
| 0
| 15
| 2
| 1
| 3
| 3
| 3
| 1
| 3
| 0
| 14
| 4
| 71.936
| 59.04
| 70.332
| 60.12
| 70.812
| 4.173234
| 4.172917
| 4.214797
| 4.524774
| 4.379745
| 1
| 1
|
val
| null | null | null | null | null | -1.120117
| 2
| -1.375
| 2
| true
|
5a882139fd2e81fb020e36099f145bd4
| 40
|
White
|
Female
| 1
| 1
| 3
| 2
| 3
| 2
| 3
| 0
| 0
| 15
| 2
| 2
| 2
| 2
| 1
| 1
| 0
| 0
| 8
| 4
| 77.055938
| 56.46
| 75.036
| 48.816
| 69.564
| 2.15998
| 2.801888
| 1.928468
| 3.630258
| 2.638421
| 1
| 1
|
val
| null | null | null | null | null | -0.422607
| 1
| -0.701172
| 2
| true
|
f48150f4b9063f42fb275489181373c1
| 30
|
White
|
Male
| 0
| 1
| 3
| 1
| 0
| 1
| 0
| 0
| 0
| 6
| 1
| 2
| 1
| 1
| 2
| 1
| 0
| 1
| 8
| 3
| 61.44
| 45.264
| 58.812
| 53.808
| 58.812
| 4.28541
| 4.490271
| 4.316826
| 4.53227
| 4.12627
| 0
| 1
|
val
| null | null | null | null | null | -1.209961
| 1
| -1.500977
| 0
| true
|
0c70d862cf6cc45e33b7da55e827a5ee
| 24
|
Black or African American
|
Female
| 3
| 2
| 3
| 3
| 2
| 3
| 2
| 1
| 1
| 20
| 5
| 2
| 3
| 3
| 2
| 3
| 3
| 2
| 18
| 5
| 66.218688
| 39.504
| 63.228
| 30.288
| 50.46
| 2.927294
| 3.286754
| 3.304495
| 4.115965
| 3.38425
| 1
| 1
|
val
| null | null | null | null | null | 0.457275
| 3
| 0.290527
| 2
| true
|
7cda84f4b702518f801e207befea7b6a
| 64
|
White
|
Female
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 2
| 1
| 61.525313
| 48.175313
| 60.787313
| 57.931313
| 60.787313
| 2.247104
| 3.239898
| 2.659418
| 2.196796
| 2.216236
| 0
| 0
|
val
| null | null | null | null | null | -2.226563
| 0
| -2.365234
| 0
| true
|
5230b04544678996a25d72029220c59a
| 48
|
White
|
Male
| 2
| 2
| 2
| 2
| 0
| 1
| 1
| 0
| 0
| 10
| 4
| 1
| 1
| 1
| 1
| 0
| 1
| 0
| 5
| 2
| 61.781313
| 57.564
| 60.732
| 60.732
| 60.732
| 4.373577
| 4.293585
| 4.530653
| 4.632775
| 4.252549
| 1
| 0
|
val
| null | null | null | null | null | -0.838379
| 1
| -1.12793
| 1
| true
|
da13bf08cb78fae3e40688f6167de9f3
| 68
|
White
|
Female
| 1
| 1
| 2
| 2
| 1
| 1
| 1
| 0
| 0
| 9
| 2
| 1
| 1
| 1
| 1
| 0
| 0
| 0
| 4
| 2
| 63.146688
| 38.676
| 59.196
| 39.06
| 52.284
| 4.198916
| 3.965623
| 4.32016
| 4.347933
| 4.198107
| 0
| 0
|
val
| null | null | null | null | null | -1.629883
| 0
| -1.837891
| 0
| true
|
ef19ca0d7fd206d12d6daa2f3db9b3a5
| 45
|
White
|
Female
| 1
| 1
| 1
| 1
| 1
| 1
| 0
| 0
| 0
| 6
| 2
| 0
| 1
| 1
| 1
| 1
| 1
| 1
| 6
| 1
| 58.624
| 50.868
| 55.26
| 55.26
| 55.26
| 3.60068
| 3.635534
| 3.872803
| 4.371393
| 3.808741
| 0
| 0
|
val
| null | null | null | null | null | -0.006306
| 1
| -0.269043
| 0
| true
|
db4ab646d3e1d7288aaa8cf608bd6329
| 53
|
White
|
Female
| 2
| 3
| 0
| 3
| 0
| 2
| 0
| 0
| 2
| 12
| 5
| 2
| 2
| 3
| 3
| 0
| 2
| 3
| 15
| 4
| 58.794688
| 48.132
| 56.7
| 55.512
| 56.7
| 4.268438
| 4.123813
| 4.320295
| 4.544178
| 4.143567
| 1
| 1
|
val
| null | null | null | null | null | -0.585449
| 3
| -0.874023
| 1
| true
|
15f7e590709721f4e37347ca36e61de4
| 18
|
Asian / Pacific Islander
|
Female
| 2
| 2
| 2
| 2
| 1
| 3
| 2
| 1
| 1
| 16
| 4
| 3
| 2
| 3
| 3
| 0
| 3
| 3
| 17
| 5
| 61.184
| 52.608
| 59.772
| 59.772
| 59.772
| 3.334336
| 4.016068
| 4.183575
| 3.206042
| 3.658511
| 1
| 1
|
val
| null | null | null | null | null | -0.178833
| 3
| -0.360107
| 2
| true
|
6d94a95989cdbf1e156e03c8918f8ae0
| 43
|
Asian / Pacific Islander
|
Male
| 1
| 1
| 1
| 1
| 3
| 3
| 3
| 1
| 0
| 14
| 2
| 0
| 1
| 1
| 1
| 0
| 2
| 1
| 6
| 1
| 58.514313
| 30.144
| 54.108
| 5.436
| 5.436
| 4.083439
| 3.615426
| 4.198626
| 4.419891
| 4.307617
| 1
| 0
|
val
| null | null | null | null | null | -0.655762
| 1
| -0.950195
| 1
| true
|
e49304da9895e7822ef6c441322bb726
| 36
|
Hispanic or Latino
|
Female
| 1
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 0
| 3
| 1
| 1
| 1
| 1
| 1
| 0
| 1
| 0
| 5
| 2
| 52.906688
| 40.044
| 46.716
| 45.528
| 46.716
| 4.340528
| 4.031305
| 4.557367
| 4.640574
| 4.420063
| 0
| 0
|
val
| null | null | null | null | null | -1.155273
| 1
| -1.339844
| 0
| true
|
4518bd90ba04b8db7969e8d2a2f4d158
| 25
|
Hispanic or Latino
|
Female
| 2
| 3
| 3
| 3
| 3
| 3
| 3
| 2
| 3
| 25
| 5
| 3
| 3
| 3
| 3
| 1
| 3
| 3
| 19
| 6
| 63.573313
| 50.088
| 61.308
| 61.308
| 61.308
| 3.402961
| 4.023099
| 3.322249
| 3.81514
| 3.529694
| 1
| 1
|
val
| null | null | null | null | null | 0.685547
| 3
| 0.565918
| 2
| true
|
d61d17cdf262def399c8e632f032d88f
| 19
|
White
|
Female
| 1
| 2
| 3
| 3
| 2
| 3
| 2
| 0
| 1
| 17
| 3
| 2
| 3
| 3
| 1
| 0
| 3
| 2
| 14
| 5
| 58.453313
| 49.068
| 55.452
| 55.452
| 55.452
| 3.761922
| 4.122203
| 3.961443
| 3.917078
| 3.593105
| 1
| 1
|
val
| null | null | null | null | null | -0.729004
| 2
| -0.978027
| 2
| true
|
bfacba8b83414d31a87984f1e5e5748c
| 32
|
Black or African American
|
Male
| 3
| 2
| 3
| 3
| 3
| 2
| 2
| 1
| 1
| 20
| 5
| 1
| 2
| 2
| 2
| 1
| 1
| 2
| 11
| 3
| 70.031375
| 30.876
| 62.172
| 7.356
| 7.356
| 1.4614
| 2.036057
| 1.874144
| 3.367179
| 2.079619
| 1
| 1
|
val
| null | null | null | null | null | -0.714844
| 2
| -0.968262
| 2
| true
|
6ca2c16899814787e0a90273d6864f4b
| 48
|
Asian / Pacific Islander
|
Female
| 3
| 3
| 3
| 3
| 3
| 3
| 2
| 0
| 2
| 22
| 6
| 3
| 3
| 3
| 3
| 0
| 3
| 3
| 18
| 6
| 73.642688
| 37.212
| 70.812
| 32.628
| 57.372
| 2.918639
| 3.497363
| 3.10019
| 3.465743
| 3.055342
| 1
| 1
|
val
| null | null | null | null | null | 0.569336
| 3
| 0.410156
| 2
| true
|
97561a079872a288b579db9b73f13c66
| 64
|
White
|
Female
| 1
| 1
| 2
| 3
| 1
| 0
| 0
| 0
| 0
| 8
| 2
| 1
| 1
| 1
| 2
| 0
| 1
| 2
| 8
| 2
| 66.389313
| 51.048
| 65.244
| 57.552
| 63.42
| 3.692863
| 4.138292
| 3.956708
| 3.647386
| 3.491711
| 0
| 1
|
val
| null | null | null | null | null | -1.242188
| 1
| -1.524414
| 0
| true
|
553eef5827f81626e7247607c28ca6d8
| 45
|
White
|
Female
| 1
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 0
| 0
| 0
| 0
| 1
| 1
| 62.208
| 53.424
| 59.868
| 57.492
| 59.868
| 3.596519
| 2.503309
| 4.131925
| 4.346543
| 4.008228
| 0
| 0
|
val
| null | null | null | null | null | -1.743164
| 0
| -1.894531
| 0
| true
|
96dd96483024389c7dc21c9211456674
| 25
|
White
|
Male
| 1
| 3
| 0
| 1
| 0
| 2
| 0
| 0
| 1
| 8
| 4
| 2
| 3
| 3
| 2
| 2
| 2
| 2
| 16
| 5
| 58.112
| 50.892
| 55.74
| 52.38
| 52.38
| 4.282801
| 4.225351
| 4.349559
| 4.409636
| 4.006844
| 0
| 1
|
val
| null | null | null | null | null | -0.341064
| 3
| -0.592773
| 0
| true
|
e72d552fb74ee321ab5ec9909f32fe3b
| 73
|
White
|
Female
| 1
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 0
| 8
| 1
| 1
| 0
| 1
| 0
| 0
| 2
| 0
| 4
| 1
| 61.184
| 47.426
| 57.47
| 54.962
| 58.526
| 2.175174
| 3.695642
| 2.922036
| 2.300568
| 2.483736
| 0
| 0
|
val
| null | null | null | null | null | -1.811523
| 0
| -2.089844
| 0
| true
|
b8466a7422ba82b20e4ef48838b1ccbf
| 62
|
White
|
Female
| 1
| 0
| 3
| 1
| 3
| 0
| 0
| 1
| 0
| 9
| 1
| 0
| 0
| 3
| 0
| 3
| 1
| 0
| 7
| 0
| 55.808
| 47.244
| 55.452
| 45.816
| 46.908
| 2.001251
| 3.393085
| 3.166755
| 2.07635
| 2.366782
| 0
| 0
|
val
| null | null | null | null | null | -1.072266
| 1
| -1.34082
| 0
| true
|
b8466a7422ba82b20e4ef48838b1ccbf
| 62
|
White
|
Female
| 0
| 0
| 3
| 1
| 3
| 0
| 1
| 1
| 0
| 9
| 0
| 0
| 1
| 0
| 1
| 1
| 1
| 3
| 7
| 1
| 56.064
| 52.548
| 54.396
| 54.396
| 54.396
| 1.769948
| 3.525793
| 3.1435
| 1.870514
| 2.283888
| 0
| 0
|
val
| null | null | null | null | null | -1.168945
| 1
| -1.425781
| 0
| true
|
c1a849d8cd30eadc177328b3a718889c
| 65
|
White
|
Female
| 3
| 3
| 3
| 3
| 3
| 2
| 2
| 0
| 0
| 19
| 6
| 2
| 3
| 3
| 3
| 0
| 2
| 3
| 16
| 5
| 63.658688
| 46.92
| 60.252
| 52.056
| 55.068
| 2.166363
| 3.465666
| 2.737288
| 2.467435
| 2.511055
| 1
| 1
|
val
| null | null | null | null | null | -0.162476
| 3
| -0.416016
| 2
| true
|
a72e1299f805dccb8129bec6d409ab53
| 43
|
White
|
Male
| 1
| 1
| 2
| 1
| 0
| 0
| 0
| 0
| 0
| 5
| 2
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 4
| 0
| 60.672
| 45.192
| 57.756
| 47.856
| 57.756
| 2.531827
| 2.414365
| 2.764334
| 3.257472
| 2.265188
| 0
| 0
|
val
| null | null | null | null | null | -0.432373
| 0
| -0.677246
| 0
| true
|
00aa79e95d333b0ccc3fd6d2fcf24295
| 51
|
White
|
Male
| 3
| 2
| 3
| 3
| 3
| 2
| 2
| 2
| 0
| 20
| 5
| 1
| 0
| 2
| 0
| 0
| 2
| 2
| 7
| 1
| 164.675938
| 135.696
| 161.34
| 148.044
| 156.252
| 1.18666
| 2.013802
| 2.30559
| 1.682059
| 1.946087
| 1
| 0
|
val
| null | null | null | null | null | -0.08429
| 1
| -0.310547
| 2
| true
|
accd2fe34ced037d59488949b61ec297
| 70
|
White
|
Female
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 40.495625
| 30.048
| 39.516
| 26.772
| 34.908
| 3.796898
| 4.14954
| 3.700596
| 4.226945
| 3.704995
| 0
| 0
|
val
| null | null | null | null | null | -1.610352
| 0
| -1.821289
| 0
| true
|
3a2cb7e25217fd92df3b2756be8b36d4
| 40
|
White
|
Male
| 3
| 2
| 2
| 2
| 2
| 2
| 2
| 1
| 0
| 16
| 5
| 3
| 1
| 2
| 3
| 0
| 2
| 1
| 12
| 4
| 65.536
| 49.896
| 63.516
| 46.86
| 60.156
| 4.562683
| 4.095947
| 4.606377
| 4.708048
| 4.529902
| 1
| 1
|
val
| null | null | null | null | null | -1.301758
| 2
| -1.554688
| 2
| true
|
43bf632678c8c0125ac139dee0e81e05
| 41
|
White
|
Female
| 1
| 2
| 1
| 1
| 1
| 2
| 2
| 1
| 2
| 13
| 3
| 2
| 2
| 2
| 3
| 2
| 1
| 1
| 13
| 4
| 62.634688
| 49.284688
| 60.168688
| 55.320688
| 60.168688
| 3.179878
| 3.104998
| 3.72566
| 4.009155
| 3.430046
| 1
| 1
|
val
| null | null | null | null | null | -1.586914
| 2
| -1.856445
| 1
| true
|
6600b96633a7021c42ed63307a8e0bca
| 18
|
Native American or American Indian
|
Female
| 2
| 3
| 3
| 2
| 3
| 1
| 3
| 2
| 1
| 20
| 5
| 0
| 0
| 0
| 1
| 1
| 1
| 1
| 4
| 0
| 61.952
| 48.926
| 60.734
| 59.45
| 60.734
| 2.890396
| 3.900474
| 3.70729
| 2.749125
| 3.424113
| 1
| 0
|
val
| null | null | null | null | null | 0.045807
| 0
| -0.151611
| 2
| true
|
4d4e6dcf36a51dabbe3a41b5b8dbac2c
| 54
|
White
|
Female
| 3
| 3
| 3
| 3
| 3
| 3
| 3
| 0
| 2
| 23
| 6
| 3
| 3
| 3
| 3
| 1
| 3
| 3
| 19
| 6
| 67.157313
| 49.356
| 63.228
| 58.8
| 63.228
| 2.77706
| 3.812265
| 3.046802
| 2.91756
| 3.228675
| 1
| 1
|
val
| null | null | null | null | null | 0.194336
| 3
| -0.004627
| 2
| true
|
b3fc0c2cd49e48daaab58e818f0be71f
| 70
|
White
|
Female
| 1
| 1
| 0
| 1
| 0
| 1
| 0
| 0
| 1
| 5
| 2
| 1
| 1
| 1
| 0
| 0
| 1
| 0
| 4
| 2
| 62.634688
| 44.424
| 57.564
| 50.04
| 51.324
| 3.52433
| 2.148067
| 3.157418
| 4.100827
| 3.761224
| 0
| 0
|
val
| null | null | null | null | null | -1.571289
| 0
| -1.84082
| 0
| true
|
9fe85af2500fca678390baea337f691e
| 52
|
White
|
Male
| 3
| 3
| 0
| 3
| 1
| 1
| 0
| 0
| 0
| 11
| 6
| 1
| 0
| 0
| 0
| 0
| 3
| 2
| 6
| 1
| 63.744
| 39.306
| 59.262
| 46.704
| 50.364
| 3.804114
| 4.046441
| 4.260396
| 4.515121
| 4.11805
| 1
| 0
|
val
| null | null | null | null | null | -1.663086
| 1
| -1.915039
| 1
| true
|
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in Data Studio
Overview
This dataset includes audio-based model scores, clinical mental health labels, and demographic metadata for the validation and test sets used in the development of https://huggingface.co/KintsugiHealth/dam. Demographic statistics covering the training set as well are included in this model card.
The model was trained and evaluated on a large-scale speech dataset collected from approximately 35,000 individuals via phone, tablet, or web app, which corresponds to ~863 hours of speech data. The data was collected by asking each subject to speak for about 1 minute to various non-mental-health related prompts, e.g. talking about a favorite hobby or sport. Ground-truth labels were derived from both clinician-administered and self-reported PHQ-9 and GAD-7 questionnaires, ensuring strong alignment with established clinical assessment standards. The data consists predominantly of American English speech. However, a broad range of accents is represented, providing robustness across diverse speaking styles.
This data has been redacted for privacy purposes, so no personally identifiable information is included. In particular, the audio itself is excluded. In its place are model scores predicted by https://huggingface.co/KintsugiHealth/dam. Any audio streams containing less than the 30 seconds of speech needed to run this model have also been excluded from the dataset, but are included in the demographic statistics below.
While it is not possible to verify these scores by running the model directly, since the input audio is redacted, the authors hope the scores, accompanying labels, demographic data are useful for threshold tuning and independent research questions.
Demographics
| Train | Validation | Test | Total | |
|---|---|---|---|---|
| Number of unique subjects | 23,743 | 6,047 | 5,353 | 34,457 |
| Total number of audio files | 43,945 | 11,073 | 9,810 | 64,828 |
| Audio duration, s - Average (SD) | 56.4 (13.6) | 56.8 (13.8) | 56.1 (13.6) | 56.4 (13.7) |
| Audio duration, s - Median | 56.8 | 57.6 | 55.7 | 56.7 |
| Audio duration, s - Mode | 79.9 | 79.9 | 79.9 | 79.9 |
| Audio duration, s - Range | 30-229 | 31-231 | 31-176 | 30-231 |
| Audio duration, hr - Total | 688.5 | 174.7 | 152.9 | 863.2 |
| Age, y - Range | 18+ | 18+ | 18+ | 18+ |
| Age, y - Average (SD) | 45.2 (16.8) | 45.4 (16.8) | 45.5 (16.7) | 45.3 (16.8) |
| Age, y - Median | 42 | 43 | 43 | 42 |
| Age, y - Mode | 30 | 30 | 41 | 30 |
| Gender, % - Female | 57.5 | 57.8 | 57.8 | 57.6 |
| Gender, % - Male | 41.1 | 41 | 40.7 | 41 |
| Gender, % - Not specified | 0.4 | 0.4 | 0.3 | 0.3 |
| Gender, % - Other | 0.8 | 0.7 | 0.8 | 0.8 |
| Race/ethnicity, % - Asian or Pacific Islander | 5.9 | 6 | 6 | 6 |
| Race/ethnicity, % - Black or African American | 12.6 | 12.5 | 11.8 | 12.5 |
| Race/ethnicity, % - Hispanic or Latine | 17 | 17.2 | 17.7 | 17.2 |
| Race/ethnicity, % - Native American or American Indian | 0.9 | 0.8 | 0.8 | 0.8 |
| Race/ethnicity, % - Not specified | 2.9 | 2.9 | 2.9 | 2.9 |
| Race/ethnicity, % - Other or mixed race | 4.4 | 4.4 | 4.4 | 4.4 |
| Race/ethnicity, % - White | 56.2 | 56.1 | 56.5 | 56.2 |
| PHQ-9 score - Average (SD) | 8.7 (6.7) | 8.7 (6.8) | 8.8 (6.8) | 8.7 (6.7) |
| PHQ-9 score - Median | 7 | 7 | 8 | 7 |
| PHQ-9 score - Mode | 0 | 0 | 0 | 0 |
| PHQ-9 score - Range | 0-27 | 0-27 | 0-27 | 0-27 |
| GAD-7 score - Average (SD) | 7.3 (6.1) | 7.3 (6.2) | 7.4 (6.2) | 7.3 (6.2) |
| GAD-7 score - Median | 6 | 6 | 6 | 6 |
| GAD-7 score - Mode | 0 | 0 | 0 | 0 |
| GAD-7 score - Range | 0-21 | 0-21 | 0-21 | 0-21 |
Threshold tuning
Illustrations of how to use this data to tune model thresholds are provided in the model card https://huggingface.co/KintsugiHealth/dam.
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