id
int64 | age
int64 | gender
string | region
string | income_level
string | education_level
string | daily_role
string | device_hours_per_day
float64 | phone_unlocks
int64 | notifications_per_day
int64 | social_media_mins
int64 | study_mins
int64 | physical_activity_days
float64 | sleep_hours
float64 | sleep_quality
float64 | anxiety_score
float64 | depression_score
float64 | stress_level
float64 | happiness_score
float64 | focus_score
float64 | high_risk_flag
int64 | device_type
string | productivity_score
float64 | digital_dependence_score
float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
3,101
| 29
|
Male
|
South America
|
Lower-Mid
|
Bachelor
|
Unemployed_Looking
| 5.37
| 80
| 111
| 369
| 102
| 4
| 9.421783
| 1.976483
| 3
| 8
| 1
| 8.6
| 39
| 0
|
Laptop
| 65.299301
| 20.9
|
3,102
| 22
|
Female
|
North America
|
High
|
Bachelor
|
Full-time Employee
| 13.81
| 309
| 230
| 77
| 106
| 4
| 6.077275
| 1.031206
| 23.069538
| 22
| 4.928455
| 1.7
| 75
| 0
|
Android
| 74
| 62.3
|
3,103
| 21
|
Male
|
Europe
|
Upper-Mid
|
Bachelor
|
Full-time Employee
| 6.6
| 147
| 145
| 110
| 10
| 3
| 8.509173
| 2.997562
| 7
| 2
| 2.887355
| 8.2
| 88
| 0
|
iPhone
| 81
| 29
|
3,104
| 43
|
Female
|
South America
|
Lower-Mid
|
Bachelor
|
Full-time Employee
| 11.05
| 140
| 306
| 20
| 131
| 3
| 7.651926
| 1.989783
| 8.684598
| 16
| 10
| 0.8
| 60
| 1
|
Tablet
| 76
| 45.2
|
3,105
| 37
|
Male
|
Africa
|
Lower-Mid
|
Master
|
Part-time/Shift
| 3.76
| 39
| 396
| 65
| 62
| 4
| 7.854987
| 3.026542
| 2
| 3
| 1.026831
| 8.9
| 43
| 1
|
iPhone
| 58
| 21.6
|
3,106
| 37
|
Female
|
Asia
|
Lower-Mid
|
PhD
|
Full-time Employee
| 10.77
| 199
| 123
| 18
| 38
| 4
| 6.594855
| 1.038213
| 13.994609
| 16
| 1.827971
| 7.9
| 72
| 0
|
Laptop
| 69
| 44.5
|
3,107
| 44
|
Female
|
Asia
|
High
|
High School
|
Full-time Employee
| 3.51
| 68
| 188
| 330
| 66
| 1
| 9.543931
| 2.789911
| 6.874313
| 5
| 1
| 9.8
| 44
| 0
|
Laptop
| 52
| 18.9
|
3,108
| 24
|
Male
|
Asia
|
Upper-Mid
|
Bachelor
|
Student
| 7.62
| 165
| 390
| 501
| 64
| 3
| 8.795241
| 1.958117
| 2
| 6
| 1
| 9.3
| 0
| 1
|
Tablet
| 71
| 39.8
|
3,109
| 18
|
Male
|
North America
|
Lower-Mid
|
Bachelor
|
Student
| 14.08
| 290
| 418
| 32
| 0
| 4
| 3.900231
| 1.073087
| 18
| 21
| 10
| 6.418568
| 21
| 1
|
Android
| 70
| 65.9
|
3,110
| 30
|
Female
|
Asia
|
High
|
Bachelor
|
Full-time Employee
| 0.28
| 26
| 310
| 68
| 205
| 4
| 7.34179
| 1.953548
| 10.306142
| 8
| 9.758025
| 3.8
| 41
| 1
|
Tablet
| 65.299301
| 9.7
|
3,111
| 37
|
Female
|
North America
|
Low
|
Master
|
Full-time Employee
| 2.84
| 65
| 232
| 53
| 0
| 5
| 7.780847
| 3.128092
| 10.086254
| 4
| 9.784333
| 0
| 61
| 0
|
Tablet
| 53
| 17.6
|
3,112
| 14
|
Male
|
Africa
|
Low
|
High School
|
Student
| 7.26
| 117
| 139
| 122
| 0
| 1
| 6.523324
| 1.82977
| 3
| 10
| 1.109454
| 9.3
| 74
| 0
|
Android
| 62
| 27.8
|
3,113
| 13
|
Female
|
South America
|
Lower-Mid
|
High School
|
Student
| 11.99
| 334
| 558
| 73
| 88
| 4
| 6.567593
| 1.023401
| 11.681224
| 16
| 9.907959
| 2.2
| 18
| 1
|
Android
| 62
| 68
|
3,114
| 34
|
Male
|
Europe
|
Lower-Mid
|
High School
|
Full-time Employee
| 7.66
| 180
| 129
| 235
| 62
| 1
| 7.247941
| 2.788304
| 1
| 2
| 4.212505
| 8.1
| 55
| 0
|
Android
| 53
| 35.9
|
3,115
| 17
|
Male
|
Asia
|
Lower-Mid
|
High School
|
Student
| 5.88
| 107
| 438
| 219
| 102
| 4
| 8.366104
| 3.029405
| 3
| 4
| 9.937142
| 1.9
| 34
| 0
|
Android
| 69
| 31.3
|
3,116
| 23
|
Female
|
Europe
|
Lower-Mid
|
Bachelor
|
Full-time Employee
| 4.51
| 57
| 341
| 119
| 67
| 3
| 6.126764
| 4.948088
| 7.170156
| 0
| 9.98889
| 8.9
| 53
| 0
|
Android
| 68
| 22
|
3,117
| 22
|
Male
|
North America
|
Low
|
Bachelor
|
Full-time Employee
| 14.74
| 306
| 74
| 401
| 46
| 3
| 5.347723
| 1
| 21
| 20
| 7.977198
| 2.9
| 54
| 0
|
Android
| 63
| 60.6
|
3,118
| 33
|
Male
|
Europe
|
Low
|
Master
|
Full-time Employee
| 2.85
| 80
| 190
| 384
| 6
| 1
| 5.87033
| 2.818721
| 5
| 5
| 3.299878
| 8
| 43
| 0
|
Android
| 57
| 17.3
|
3,119
| 28
|
Male
|
Middle East
|
Low
|
PhD
|
Full-time Employee
| 6.79
| 75
| 1,122
| 537
| 0
| 4
| 6.413907
| 2.946899
| 2
| 6
| 8.96714
| 1.7
| 0
| 1
|
Tablet
| 75
| 49
|
3,120
| 24
|
Female
|
Africa
|
Lower-Mid
|
Bachelor
|
Student
| 15.34
| 310
| 140
| 237
| 200
| 2
| 5.597895
| 1
| 19.976184
| 18
| 10
| 0.4
| 45
| 1
|
Laptop
| 82
| 63.7
|
3,121
| 13
|
Female
|
Europe
|
Low
|
High School
|
Student
| 4.84
| 89
| 561
| 131
| 189
| 7
| 7.569881
| 2.277079
| 12.797744
| 7
| 3.597076
| 8.7
| 0
| 0
|
Android
| 60
| 30.3
|
3,122
| 22
|
Male
|
North America
|
Lower-Mid
|
Bachelor
|
Part-time/Shift
| 4.94
| 77
| 296
| 67
| 228
| 2
| 8.512292
| 3.988804
| 4
| 8
| 1
| 9.8
| 50
| 0
|
iPhone
| 59
| 23.7
|
3,123
| 36
|
Female
|
Europe
|
Upper-Mid
|
Master
|
Unemployed_Looking
| 7.79
| 163
| 248
| 282
| 0
| 2
| 8.343266
| 1
| 7.748244
| 13
| 10
| 0.3
| 42
| 1
|
iPhone
| 65.299301
| 37.5
|
3,124
| 30
|
Female
|
North America
|
High
|
Bachelor
|
Unemployed_Looking
| 8.15
| 181
| 217
| 162
| 235
| 4
| 6.943398
| 3.008559
| 10.923208
| 6
| 4.97086
| 8.4
| 62
| 1
|
Android
| 61
| 38.7
|
3,125
| 20
|
Female
|
South America
|
Upper-Mid
|
High School
|
Part-time/Shift
| 6.63
| 154
| 261
| 128
| 265
| 7
| 6.150474
| 4.281434
| 5.260813
| 7
| 1
| 8.4
| 35
| 0
|
Android
| 65.299301
| 33
|
3,126
| 14
|
Female
|
South America
|
Lower-Mid
|
High School
|
Student
| 5.14
| 105
| 79
| 161
| 34
| 5
| 6.012364
| 3.152471
| 7.734957
| 6
| 1
| 8.3
| 72
| 0
|
Tablet
| 72
| 19.9
|
3,127
| 36
|
Female
|
Europe
|
Low
|
Master
|
Caregiver/Home
| 6.99
| 171
| 546
| 69
| 142
| 5
| 6.260598
| 2.034271
| 2.208991
| 11
| 4.848985
| 9.3
| 12
| 1
|
iPhone
| 46
| 44.5
|
3,128
| 35
|
Female
|
Asia
|
Upper-Mid
|
Bachelor
|
Part-time/Shift
| 6.77
| 149
| 56
| 145
| 53
| 2
| 8.328003
| 1.850701
| 7.75779
| 6
| 1.148764
| 9.5
| 60
| 0
|
Tablet
| 78
| 28.7
|
3,129
| 40
|
Female
|
Asia
|
Low
|
High School
|
Full-time Employee
| 6.16
| 95
| 114
| 148
| 182
| 5
| 6.096777
| 2.161376
| 7.552878
| 10
| 1
| 8.6
| 60
| 0
|
Android
| 66
| 24.9
|
3,130
| 34
|
Male
|
Africa
|
Low
|
Bachelor
|
Full-time Employee
| 10.11
| 202
| 701
| 96
| 109
| 0
| 7.405388
| 2.68498
| 6
| 12
| 6.151529
| 3.9
| 2
| 0
|
iPhone
| 61
| 57.9
|
3,131
| 36
|
Female
|
North America
|
Upper-Mid
|
Bachelor
|
Part-time/Shift
| 5.42
| 113
| 337
| 25
| 26
| 3
| 7.439432
| 3.040542
| 3.064988
| 13
| 5.002091
| 8.2
| 58
| 0
|
Laptop
| 64
| 30.1
|
3,132
| 30
|
Female
|
Europe
|
Low
|
Master
|
Full-time Employee
| 4.38
| 78
| 391
| 211
| 68
| 3
| 7.601665
| 2.949346
| 4.768827
| 1
| 1
| 9.7
| 21
| 0
|
Tablet
| 65
| 25.4
|
3,133
| 16
|
Male
|
South America
|
Lower-Mid
|
High School
|
Student
| 8.63
| 190
| 252
| 163
| 76
| 5
| 6.728967
| 2.086841
| 5
| 14
| 1
| 4.5
| 43
| 0
|
Tablet
| 48
| 40.7
|
3,134
| 14
|
Male
|
Europe
|
Low
|
High School
|
Student
| 12.03
| 206
| 462
| 524
| 0
| 1
| 5.816913
| 1
| 7
| 20
| 1.225722
| 8.9
| 4
| 0
|
Tablet
| 80
| 54.3
|
3,135
| 16
|
Female
|
Middle East
|
Lower-Mid
|
High School
|
Part-time/Shift
| 5.64
| 159
| 753
| 84
| 105
| 3
| 6.831205
| 3.052421
| 8.214572
| 5
| 4.038632
| 6.1
| 9
| 1
|
iPhone
| 65
| 43.2
|
3,136
| 21
|
Male
|
South America
|
Low
|
Bachelor
|
Student
| 3.16
| 75
| 189
| 208
| 0
| 5
| 8.76275
| 3.152629
| 4
| 5
| 1
| 8.5
| 49
| 1
|
Tablet
| 69
| 16.2
|
3,137
| 25
|
Male
|
North America
|
Lower-Mid
|
Bachelor
|
Full-time Employee
| 7.23
| 156
| 368
| 64
| 229
| 4
| 9.062489
| 3.114946
| 4
| 4
| 1
| 9.8
| 32
| 0
|
Laptop
| 75
| 37.4
|
3,138
| 21
|
Female
|
Asia
|
Lower-Mid
|
Bachelor
|
Full-time Employee
| 5.87
| 104
| 116
| 132
| 31
| 0
| 6.7312
| 1
| 3.145243
| 12
| 1.338508
| 9.4
| 67
| 0
|
Tablet
| 55
| 23.6
|
3,139
| 19
|
Female
|
North America
|
Lower-Mid
|
Bachelor
|
Student
| 7.02
| 146
| 125
| 76
| 210
| 2
| 7.576675
| 3.846063
| 9.097457
| 9
| 6.177786
| 8.7
| 77
| 0
|
iPhone
| 70
| 36.684152
|
3,140
| 15
|
Male
|
North America
|
Low
|
High School
|
Student
| 2.9
| 67
| 445
| 56
| 9
| 3
| 9.093038
| 4.01896
| 3
| 0
| 4.171412
| 9.9
| 41
| 0
|
Android
| 62
| 21.1
|
3,141
| 18
|
Male
|
South America
|
Lower-Mid
|
High School
|
Full-time Employee
| 8.18
| 196
| 181
| 168
| 102
| 5
| 5.350533
| 1.055636
| 2
| 18
| 1
| 7.8
| 70
| 0
|
Tablet
| 65.299301
| 37.7
|
3,142
| 36
|
Female
|
North America
|
Lower-Mid
|
High School
|
Caregiver/Home
| 1.86
| 47
| 638
| 77
| 83
| 0
| 8.035667
| 3.753632
| 6.500719
| 8
| 1.544042
| 9.8
| 27
| 0
|
Android
| 44
| 24.3
|
3,143
| 50
|
Female
|
South America
|
Low
|
High School
|
Full-time Employee
| 5.63
| 72
| 77
| 124
| 0
| 1
| 7.820024
| 2.808705
| 3.108401
| 9
| 1
| 9.7
| 71
| 0
|
iPhone
| 64
| 21.7
|
3,144
| 28
|
Female
|
Europe
|
Lower-Mid
|
PhD
|
Full-time Employee
| 12.13
| 254
| 720
| 86
| 32
| 2
| 4.404379
| 2.954303
| 18.369314
| 19
| 10
| 0
| 9
| 1
|
iPhone
| 65.299301
| 67.1
|
3,145
| 18
|
Female
|
Europe
|
Lower-Mid
|
Bachelor
|
Student
| 3.83
| 92
| 184
| 545
| 138
| 7
| 8.841066
| 3.350192
| 11.606146
| 7
| 1
| 9.2
| 41.5986
| 1
|
Tablet
| 69
| 18.8
|
3,146
| 16
|
Male
|
Europe
|
Lower-Mid
|
High School
|
Student
| 6.69
| 141
| 101
| 172
| 149
| 1
| 7.643599
| 2.84076
| 2
| 6
| 6.278591
| 8.3
| 49
| 0
|
Tablet
| 70
| 27.4
|
3,147
| 16
|
Male
|
Europe
|
Lower-Mid
|
High School
|
Student
| 6.76
| 212
| 156
| 61
| 297
| 0
| 6.888123
| 1
| 21
| 17
| 8.415416
| 7.6
| 76
| 0
|
iPhone
| 58
| 36.684152
|
3,148
| 17
|
Female
|
North America
|
Low
|
High School
|
Student
| 7.56
| 130
| 464
| 56
| 86
| 3
| 5.230973
| 2.997459
| 6.444587
| 9
| 9.996417
| 1.3
| 46
| 1
|
Tablet
| 65.299301
| 38.2
|
3,149
| 31
|
Male
|
Africa
|
Lower-Mid
|
Master
|
Full-time Employee
| 7.06
| 104
| 106
| 360
| 71
| 5
| 7.410975
| 2.134898
| 1
| 3
| 3.831291
| 6.5
| 50
| 1
|
Tablet
| 64
| 26.9
|
3,150
| 31
|
Female
|
Europe
|
Upper-Mid
|
PhD
|
Full-time Employee
| 5.94
| 82
| 417
| 279
| 274
| 3
| 8.772145
| 1.968981
| 3.762266
| 10
| 1
| 8.5
| 34
| 0
|
Android
| 56
| 30.4
|
3,151
| 14
|
Female
|
Africa
|
Lower-Mid
|
High School
|
Student
| 7.65
| 170
| 1,149
| 187
| 123
| 3
| 7.279906
| 2.044169
| 7.47214
| 11
| 9.980458
| 2.6
| 0
| 0
|
Android
| 73
| 58.6
|
3,152
| 43
|
Male
|
Europe
|
High
|
High School
|
Unemployed_Looking
| 6.55
| 153
| 433
| 306
| 52
| 4
| 7.327557
| 2.13007
| 4
| 7
| 9.064317
| 10
| 5
| 0
|
Laptop
| 61
| 39.3
|
3,153
| 30
|
Female
|
Europe
|
Upper-Mid
|
Master
|
Full-time Employee
| 3.54
| 68
| 192
| 92
| 102
| 6
| 8.289015
| 4.204611
| 8.678695
| 8
| 1
| 8.1
| 53
| 0
|
iPhone
| 36
| 18.3
|
3,154
| 22
|
Male
|
South America
|
Upper-Mid
|
Bachelor
|
Full-time Employee
| 6.14
| 115
| 198
| 79
| 107
| 2
| 5.765885
| 2.904038
| 5
| 11
| 7.298968
| 4.2
| 65
| 0
|
Laptop
| 61
| 27.2
|
3,155
| 29
|
Female
|
Asia
|
Low
|
Bachelor
|
Full-time Employee
| 5.66
| 114
| 135
| 71
| 202
| 4
| 9.029514
| 3.056008
| 4.591192
| 4
| 1
| 8.2
| 65
| 0
|
Tablet
| 55
| 25.1
|
3,156
| 29
|
Female
|
Africa
|
Low
|
Bachelor
|
Part-time/Shift
| 6.2
| 127
| 538
| 318
| 100
| 2
| 7.24736
| 2.811571
| 4.604246
| 6
| 2.136614
| 7.3
| 0
| 0
|
Tablet
| 49
| 38
|
3,157
| 46
|
Female
|
Europe
|
Lower-Mid
|
PhD
|
Part-time/Shift
| 6.92
| 100
| 83
| 60
| 0
| 2
| 8.364112
| 2.875334
| 10.568512
| 8
| 2.111579
| 8.2
| 56
| 0
|
Laptop
| 53
| 27.2
|
3,158
| 14
|
Female
|
North America
|
Low
|
High School
|
Student
| 6.18
| 93
| 230
| 176
| 176
| 7
| 8.080833
| 2.371564
| 9.436268
| 13
| 3.570666
| 5.4
| 40
| 0
|
Android
| 66
| 25.3
|
3,159
| 34
|
Male
|
South America
|
Lower-Mid
|
Master
|
Part-time/Shift
| 6.5
| 71
| 716
| 10
| 122
| 3
| 8.37629
| 3.934552
| 3
| 6
| 2.026416
| 7.4
| 8
| 0
|
Tablet
| 78
| 38.1
|
3,160
| 24
|
Male
|
Europe
|
Upper-Mid
|
Master
|
Student
| 4.83
| 105
| 443
| 184
| 107
| 2
| 7.78788
| 2.997883
| 1
| 9
| 1
| 9.9
| 12
| 1
|
Android
| 68
| 29.5
|
3,161
| 24
|
Male
|
Africa
|
High
|
Master
|
Student
| 9.9
| 251
| 152
| 96
| 164
| 3
| 6.819752
| 2.030647
| 8
| 15
| 6.137698
| 5.1
| 75
| 0
|
iPhone
| 59
| 46.8
|
3,162
| 13
|
Male
|
Africa
|
Lower-Mid
|
High School
|
Student
| 10.93
| 154
| 292
| 266
| 220
| 5
| 6.267766
| 1.151885
| 5
| 12
| 4.981746
| 7.6
| 33
| 0
|
iPhone
| 70
| 43.2
|
3,163
| 24
|
Female
|
Europe
|
Low
|
Bachelor
|
Student
| 6.06
| 157
| 93
| 359
| 26
| 5
| 8.197291
| 5
| 9.948285
| 8
| 1.840204
| 8.6
| 53
| 0
|
iPhone
| 60
| 28.1
|
3,164
| 27
|
Male
|
Europe
|
Low
|
Master
|
Full-time Employee
| 10.39
| 231
| 105
| 102
| 234
| 3
| 5.568429
| 1
| 6
| 8
| 5.969629
| 4.6
| 79
| 0
|
iPhone
| 58
| 45.3
|
3,165
| 44
|
Female
|
Asia
|
High
|
High School
|
Caregiver/Home
| 4.44
| 35
| 590
| 196
| 75
| 0
| 7.037362
| 2.719125
| 8.576535
| 5
| 10
| 5.7
| 10
| 0
|
iPhone
| 53
| 28.6
|
3,166
| 43
|
Female
|
North America
|
Low
|
Bachelor
|
Part-time/Shift
| 9.78
| 196
| 162
| 248
| 53
| 5
| 7.86475
| 1.20388
| 12.355706
| 15
| 9.809607
| 6.418568
| 60
| 1
|
Tablet
| 47
| 44.1
|
3,167
| 28
|
Male
|
Europe
|
Upper-Mid
|
Bachelor
|
Part-time/Shift
| 3.99
| 58
| 262
| 18
| 109
| 0
| 7.983018
| 2.70166
| 2
| 6
| 1
| 8.5
| 33
| 0
|
Tablet
| 61
| 19.4
|
3,168
| 25
|
Female
|
Europe
|
Low
|
Bachelor
|
Part-time/Shift
| 7.64
| 140
| 239
| 138
| 36
| 0
| 7.573668
| 1
| 6.932998
| 11
| 1.262503
| 9
| 50
| 0
|
Tablet
| 67
| 34
|
3,169
| 32
|
Female
|
Africa
|
High
|
Master
|
Unemployed_Looking
| 10.3
| 208
| 466
| 301
| 238
| 2
| 5.991556
| 1.823304
| 11.041045
| 20
| 6.311563
| 3
| 8
| 0
|
Laptop
| 64
| 52.6
|
3,170
| 23
|
Male
|
Middle East
|
Low
|
Bachelor
|
Student
| 11.46
| 304
| 222
| 89
| 121
| 5
| 6.289594
| 1.071902
| 17
| 20
| 9.848463
| 0
| 60
| 1
|
Android
| 61
| 56.6
|
3,171
| 28
|
Male
|
South America
|
Upper-Mid
|
High School
|
Part-time/Shift
| 6.03
| 113
| 384
| 79
| 188
| 3
| 7.287621
| 5
| 2
| 9
| 4.970629
| 7.9
| 37
| 1
|
Tablet
| 56
| 32.2
|
3,172
| 24
|
Male
|
Asia
|
Lower-Mid
|
Master
|
Unemployed_Looking
| 11.22
| 225
| 202
| 127
| 48
| 0
| 5.829321
| 1
| 11
| 15
| 10
| 6.3
| 50
| 1
|
Android
| 71
| 48.6
|
3,173
| 15
|
Female
|
North America
|
Low
|
High School
|
Student
| 3.99
| 121
| 213
| 87
| 0
| 3
| 9.097683
| 4.945115
| 9.089917
| 0
| 1
| 9.3
| 77
| 0
|
Tablet
| 52
| 22.6
|
3,174
| 46
|
Female
|
Europe
|
Upper-Mid
|
Master
|
Full-time Employee
| 5.37
| 119
| 122
| 0
| 15
| 3
| 8.634729
| 4.040177
| 6.960824
| 0
| 6.949599
| 8.1
| 74
| 0
|
Laptop
| 73
| 25.7
|
3,175
| 15
|
Female
|
Europe
|
Lower-Mid
|
High School
|
Part-time/Shift
| 3.8
| 87
| 394
| 174
| 102
| 3
| 8.227386
| 4.034331
| 5.731849
| 1
| 9.973036
| 7.4
| 19
| 0
|
iPhone
| 55
| 23.8
|
3,176
| 19
|
Male
|
North America
|
Low
|
Bachelor
|
Student
| 10.01
| 255
| 78
| 306
| 19
| 3
| 7.686817
| 2.018078
| 7
| 13
| 4.169641
| 7.9
| 72
| 0
|
Android
| 57
| 45
|
3,177
| 31
|
Male
|
Europe
|
Upper-Mid
|
Bachelor
|
Unemployed_Looking
| 6.24
| 83
| 205
| 161
| 133
| 3
| 8.838782
| 3.943545
| 0
| 2
| 3.017049
| 9.3
| 57
| 0
|
Android
| 50
| 26
|
3,178
| 23
|
Female
|
Europe
|
Low
|
Bachelor
|
Full-time Employee
| 6.41
| 106
| 442
| 76
| 102
| 4
| 7.535643
| 3.037579
| 7.106675
| 9
| 1
| 8.1
| 23
| 1
|
Laptop
| 60
| 33.4
|
3,179
| 32
|
Male
|
Middle East
|
Upper-Mid
|
Bachelor
|
Unemployed_Looking
| 6.5
| 100
| 404
| 171
| 69
| 5
| 7.603847
| 4.147391
| 1
| 11
| 1
| 8
| 24
| 0
|
Laptop
| 75
| 32.5
|
3,180
| 20
|
Male
|
Asia
|
Lower-Mid
|
Bachelor
|
Part-time/Shift
| 2.96
| 66
| 187
| 288
| 102
| 2
| 8.703812
| 2.926876
| 6
| 0
| 1
| 9.5
| 63
| 0
|
Tablet
| 70
| 14.8
|
3,181
| 24
|
Female
|
North America
|
Upper-Mid
|
Bachelor
|
Unemployed_Looking
| 7.25
| 164
| 458
| 122
| 176
| 3
| 8.265835
| 1
| 1.881228
| 15
| 1
| 9.6
| 41.5986
| 0
|
Tablet
| 75
| 40.4
|
3,182
| 23
|
Male
|
Asia
|
Upper-Mid
|
Master
|
Full-time Employee
| 6.84
| 193
| 346
| 541
| 144
| 6
| 8.446566
| 2.220231
| 5
| 8
| 1
| 8.7
| 5
| 0
|
Android
| 70
| 39.1
|
3,183
| 21
|
Male
|
Middle East
|
Lower-Mid
|
Bachelor
|
Unemployed_Looking
| 5.12
| 114
| 280
| 156
| 0
| 7
| 7.848197
| 3.304949
| 4
| 5
| 5.652908
| 8
| 38
| 0
|
Tablet
| 54
| 26.9
|
3,184
| 27
|
Male
|
Asia
|
Upper-Mid
|
Master
|
Part-time/Shift
| 8.56
| 184
| 175
| 125
| 114
| 1
| 6.141677
| 2.87661
| 6
| 8
| 5.282629
| 8.4
| 70
| 1
|
Laptop
| 62
| 38.6
|
3,185
| 37
|
Female
|
North America
|
Lower-Mid
|
High School
|
Unemployed_Looking
| 9.48
| 123
| 508
| 196
| 163
| 4
| 3.575611
| 2.089648
| 13.870237
| 15
| 10
| 3.5
| 0
| 1
|
Android
| 57
| 36.684152
|
3,186
| 24
|
Male
|
Asia
|
High
|
Bachelor
|
Student
| 4.31
| 90
| 340
| 444
| 292
| 6
| 9.747762
| 3.136354
| 3
| 11
| 2.649519
| 9.2
| 5
| 0
|
Laptop
| 78
| 24
|
3,187
| 31
|
Male
|
Africa
|
Upper-Mid
|
PhD
|
Full-time Employee
| 5.34
| 116
| 544
| 10
| 124
| 2
| 7.18155
| 3.881474
| 3
| 5
| 1
| 8
| 26
| 0
|
Laptop
| 53
| 35.2
|
3,188
| 39
|
Male
|
North America
|
Lower-Mid
|
Master
|
Caregiver/Home
| 5.76
| 135
| 167
| 230
| 37
| 5
| 9.764348
| 3.08537
| 2
| 7
| 1
| 9.6
| 58
| 0
|
Android
| 74
| 28.4
|
3,189
| 48
|
Female
|
North America
|
Upper-Mid
|
Bachelor
|
Full-time Employee
| 11.39
| 233
| 319
| 341
| 31
| 2
| 6.836187
| 1.92056
| 9.163629
| 11
| 1.020417
| 9
| 9
| 0
|
Laptop
| 74
| 54.7
|
3,190
| 21
|
Male
|
North America
|
Upper-Mid
|
Bachelor
|
Part-time/Shift
| 6.59
| 164
| 177
| 459
| 0
| 5
| 6.579361
| 3.177967
| 2
| 12
| 2.895096
| 9.2
| 38
| 0
|
iPhone
| 83
| 31.1
|
3,191
| 37
|
Male
|
Asia
|
Low
|
Master
|
Part-time/Shift
| 4.19
| 107
| 290
| 173
| 267
| 5
| 8.748705
| 3.136887
| 4
| 7
| 1
| 9.3
| 16
| 0
|
Tablet
| 61
| 25.6
|
3,192
| 18
|
Male
|
Asia
|
Lower-Mid
|
Bachelor
|
Unemployed_Looking
| 12.52
| 180
| 194
| 44
| 208
| 1
| 6.193412
| 1
| 11
| 14
| 8.272999
| 4.3
| 58
| 1
|
iPhone
| 72
| 47.1
|
3,193
| 23
|
Male
|
Africa
|
Low
|
Bachelor
|
Part-time/Shift
| 9.05
| 155
| 24
| 110
| 102
| 7
| 8.961157
| 1.295037
| 7
| 16
| 1
| 9.7
| 72
| 0
|
Tablet
| 88
| 32.4
|
3,194
| 42
|
Female
|
Europe
|
High
|
High School
|
Full-time Employee
| 5.36
| 89
| 357
| 126
| 139
| 5
| 7.974779
| 4.142256
| 4.313312
| 4
| 1
| 9.4
| 42
| 0
|
Android
| 59
| 29.1
|
3,195
| 39
|
Female
|
Europe
|
High
|
Bachelor
|
Full-time Employee
| 13.03
| 245
| 78
| 124
| 81
| 4
| 5.446711
| 3.01992
| 20.935036
| 20
| 9.850311
| 1.8
| 92
| 1
|
Android
| 50
| 53.4
|
3,196
| 28
|
Female
|
Middle East
|
Low
|
Bachelor
|
Part-time/Shift
| 6.3
| 125
| 103
| 103
| 186
| 2
| 6.135173
| 2.83122
| 3.370251
| 9
| 5.146804
| 8.4
| 67
| 0
|
iPhone
| 46
| 27
|
3,197
| 24
|
Female
|
Asia
|
Low
|
Bachelor
|
Full-time Employee
| 4.46
| 72
| 219
| 77
| 30
| 2
| 9.720373
| 2.789649
| 7.894888
| 4
| 10
| 2.5
| 41.5986
| 0
|
Laptop
| 72
| 19.9
|
3,198
| 23
|
Female
|
Africa
|
Lower-Mid
|
Master
|
Full-time Employee
| 13.13
| 239
| 99
| 60
| 137
| 2
| 5.523458
| 1
| 8.139688
| 16
| 9.272439
| 4.1
| 72
| 0
|
Laptop
| 46
| 52.3
|
3,199
| 37
|
Female
|
North America
|
High
|
High School
|
Full-time Employee
| 4.08
| 94
| 139
| 47
| 150
| 4
| 6.802247
| 4.076743
| 2.797797
| 1
| 1
| 8.7
| 67
| 0
|
Laptop
| 61
| 20.4
|
3,200
| 35
|
Male
|
Asia
|
Lower-Mid
|
High School
|
Full-time Employee
| 4.84
| 121
| 1,046
| 156
| 177
| 4
| 8.397383
| 3.070051
| 1
| 2
| 4.933101
| 5.2
| 0
| 0
|
Tablet
| 69
| 47.2
|
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