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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
201
| 17
|
Female
|
Asia
|
Low
|
High School
|
Student
| 5.36
| 148
| 124
| 63
| 183
| 7
| 5.868555
| 2.282463
| 5.302212
| 11
| 1.499281
| 9.4
| 70
| 0
|
Tablet
| 69
| 36.684152
|
202
| 28
|
Male
|
Europe
|
Upper-Mid
|
Bachelor
|
Full-time Employee
| 10.52
| 241
| 138
| 235
| 32
| 2
| 5.863612
| 1.897478
| 7
| 12
| 2.158311
| 9.3
| 54
| 0
|
Tablet
| 71
| 47
|
203
| 22
|
Female
|
Africa
|
Lower-Mid
|
High School
|
Full-time Employee
| 4.82
| 133
| 111
| 154
| 166
| 0
| 6.557887
| 3.795804
| 7.473146
| 12
| 1.25055
| 9.5
| 75
| 0
|
Laptop
| 76
| 23
|
204
| 35
|
Male
|
Africa
|
Low
|
Bachelor
|
Caregiver/Home
| 10.88
| 204
| 164
| 76
| 38
| 6
| 7.578715
| 2.258535
| 9
| 10
| 3.73099
| 7
| 56
| 0
|
Tablet
| 65.299301
| 45.9
|
205
| 29
|
Female
|
South America
|
Upper-Mid
|
Bachelor
|
Full-time Employee
| 5.07
| 95
| 134
| 165
| 116
| 1
| 7.941462
| 2.873268
| 6.735197
| 6
| 6.360236
| 6.9
| 54
| 0
|
Tablet
| 51
| 22.3
|
206
| 20
|
Female
|
Asia
|
Low
|
Bachelor
|
Student
| 4.91
| 123
| 326
| 57
| 60
| 3
| 8.444298
| 2.008058
| 5.116906
| 7
| 8.014798
| 2.9
| 37
| 0
|
Android
| 56
| 28.1
|
207
| 30
|
Male
|
Middle East
|
Upper-Mid
|
Bachelor
|
Full-time Employee
| 8.49
| 170
| 514
| 132
| 234
| 5
| 7.05794
| 1.14844
| 4
| 8
| 3.730535
| 9.1
| 41.5986
| 0
|
Laptop
| 70
| 45.9
|
208
| 49
|
Male
|
Europe
|
Lower-Mid
|
Master
|
Part-time/Shift
| 7.47
| 64
| 1,200
| 28
| 71
| 3
| 7.65131
| 1.910593
| 4
| 13
| 5.02712
| 5
| 0
| 0
|
Tablet
| 70
| 53.8
|
209
| 22
|
Male
|
Africa
|
Low
|
Bachelor
|
Unemployed_Looking
| 6.76
| 196
| 113
| 187
| 229
| 3
| 6.669612
| 1.979534
| 2
| 13
| 3.970722
| 8.8
| 68
| 0
|
Tablet
| 70
| 36.684152
|
210
| 33
|
Male
|
South America
|
Low
|
Master
|
Full-time Employee
| 8.5
| 215
| 458
| 158
| 106
| 3
| 7.680889
| 3.00188
| 4
| 13
| 6.08484
| 5.3
| 16
| 0
|
Laptop
| 95
| 47.7
|
211
| 18
|
Female
|
Asia
|
Low
|
Bachelor
|
Student
| 5.58
| 163
| 301
| 162
| 202
| 4
| 7.411106
| 2.124797
| 10.468452
| 8
| 6.918928
| 7.8
| 35
| 0
|
Tablet
| 71
| 31.9
|
212
| 36
|
Female
|
South America
|
Low
|
PhD
|
Caregiver/Home
| 7.79
| 127
| 830
| 187
| 42
| 7
| 9.300561
| 3.325893
| 8.645015
| 8
| 6.748009
| 5.7
| 0
| 0
|
Tablet
| 76
| 49.1
|
213
| 22
|
Male
|
Asia
|
Low
|
Bachelor
|
Full-time Employee
| 4.72
| 79
| 468
| 49
| 58
| 4
| 7.66176
| 4.113944
| 6
| 3
| 4.023806
| 9.7
| 36
| 0
|
Tablet
| 75
| 27.2
|
214
| 33
|
Male
|
Africa
|
High
|
Master
|
Full-time Employee
| 4.55
| 11
| 117
| 28
| 221
| 5
| 7.692988
| 3.08021
| 4
| 8
| 2.812007
| 9.9
| 66
| 0
|
Android
| 72
| 13.2
|
215
| 37
|
Female
|
Europe
|
Upper-Mid
|
Bachelor
|
Full-time Employee
| 6.03
| 142
| 237
| 167
| 0
| 7
| 7.492871
| 3.275258
| 6.693534
| 3
| 9.668477
| 6.3
| 65
| 0
|
Tablet
| 62
| 31.6
|
216
| 14
|
Male
|
North America
|
Low
|
High School
|
Student
| 6.49
| 127
| 544
| 226
| 98
| 5
| 7.652226
| 3.153277
| 4
| 8
| 3.792795
| 6
| 0
| 0
|
Tablet
| 73
| 36.8
|
217
| 31
|
Male
|
Africa
|
Upper-Mid
|
High School
|
Full-time Employee
| 2.68
| 44
| 217
| 80
| 202
| 3
| 8.944837
| 4.030088
| 6
| 5
| 7.039996
| 8.1
| 67
| 0
|
Laptop
| 57
| 14.4
|
218
| 46
|
Male
|
Europe
|
Upper-Mid
|
Bachelor
|
Caregiver/Home
| 7.77
| 150
| 259
| 33
| 79
| 1
| 7.297938
| 2.80501
| 2
| 12
| 2.22139
| 9.5
| 60
| 0
|
Tablet
| 63
| 37.7
|
219
| 22
|
Female
|
North America
|
Lower-Mid
|
Bachelor
|
Part-time/Shift
| 7.1
| 185
| 327
| 116
| 218
| 6
| 6.468121
| 3.207572
| 6.867677
| 8
| 1
| 10
| 31
| 1
|
Android
| 60
| 38.7
|
220
| 21
|
Male
|
North America
|
Lower-Mid
|
High School
|
Student
| 3.66
| 78
| 160
| 326
| 2
| 4
| 10.046479
| 4.086282
| 2
| 2
| 1
| 9.9
| 42
| 0
|
Laptop
| 66
| 17
|
221
| 19
|
Female
|
Middle East
|
Lower-Mid
|
High School
|
Student
| 4.83
| 90
| 334
| 73
| 0
| 3
| 6.225707
| 2.915747
| 5.758556
| 4
| 7.101171
| 9.4
| 48
| 0
|
Android
| 88
| 24.3
|
222
| 16
|
Male
|
Middle East
|
Low
|
High School
|
Student
| 3.88
| 120
| 218
| 386
| 216
| 4
| 5.485116
| 4.132295
| 5
| 4
| 2.004522
| 10
| 50
| 0
|
Laptop
| 46
| 22.6
|
223
| 38
|
Male
|
South America
|
Upper-Mid
|
High School
|
Full-time Employee
| 9.8
| 183
| 297
| 142
| 147
| 5
| 7.549902
| 2.087853
| 3
| 14
| 1
| 9.6
| 19
| 0
|
Tablet
| 72
| 45.3
|
224
| 46
|
Female
|
Asia
|
Low
|
Master
|
Full-time Employee
| 12.27
| 275
| 826
| 12
| 75
| 3
| 7.185307
| 1
| 21.089109
| 25
| 8.08138
| 4.5
| 0
| 1
|
Tablet
| 49
| 73.9
|
225
| 28
|
Female
|
Middle East
|
High
|
Bachelor
|
Part-time/Shift
| 6.98
| 128
| 346
| 57
| 100
| 5
| 6.44352
| 2.132313
| 7.798696
| 12
| 1
| 7.6
| 62
| 0
|
iPhone
| 60
| 34.6
|
226
| 41
|
Male
|
South America
|
Lower-Mid
|
Bachelor
|
Full-time Employee
| 7.37
| 112
| 214
| 210
| 168
| 6
| 7.079217
| 2.296617
| 5
| 9
| 5.853819
| 4.8
| 53
| 0
|
Android
| 76
| 31.5
|
227
| 37
|
Male
|
Europe
|
Low
|
High School
|
Full-time Employee
| 9.51
| 158
| 217
| 122
| 52
| 3
| 6.722967
| 2.001363
| 6
| 15
| 1.181632
| 9.8
| 51
| 0
|
Android
| 66
| 40.5
|
228
| 45
|
Male
|
Asia
|
Upper-Mid
|
Bachelor
|
Part-time/Shift
| 4.48
| 39
| 466
| 105
| 180
| 5
| 7.390933
| 3.169364
| 6
| 3
| 9.805543
| 7.2
| 29
| 0
|
Laptop
| 54
| 25.9
|
229
| 22
|
Female
|
North America
|
Low
|
Bachelor
|
Part-time/Shift
| 5.64
| 178
| 82
| 70
| 117
| 7
| 6.889788
| 3.293648
| 4.135884
| 6
| 5.581572
| 8.4
| 78
| 0
|
iPhone
| 58
| 28.5
|
230
| 30
|
Female
|
South America
|
Low
|
Master
|
Full-time Employee
| 9.84
| 213
| 122
| 336
| 0
| 1
| 7.756025
| 1
| 6.614379
| 12
| 2.299298
| 7.5
| 41.5986
| 0
|
iPhone
| 72
| 42.8
|
231
| 19
|
Male
|
Europe
|
Low
|
High School
|
Part-time/Shift
| 5.24
| 100
| 526
| 103
| 97
| 5
| 6.232624
| 3.054564
| 5
| 8
| 1
| 9.6
| 35
| 0
|
Tablet
| 58
| 32
|
232
| 25
|
Female
|
Europe
|
Upper-Mid
|
Master
|
Full-time Employee
| 7.11
| 157
| 1,196
| 63
| 277
| 1
| 7.5611
| 1.699302
| 3.42089
| 10
| 4.23415
| 9.7
| 0
| 0
|
Tablet
| 67
| 58.7
|
233
| 34
|
Male
|
South America
|
Upper-Mid
|
Master
|
Full-time Employee
| 3.25
| 85
| 215
| 58
| 0
| 6
| 9.467351
| 3.221508
| 3
| 8
| 1
| 7.7
| 56
| 0
|
iPhone
| 65
| 19.2
|
234
| 24
|
Male
|
Africa
|
Lower-Mid
|
Master
|
Student
| 13.62
| 301
| 187
| 83
| 211
| 4
| 5.129584
| 1.117552
| 14
| 18
| 6.955223
| 2
| 72
| 0
|
Android
| 58
| 60.7
|
235
| 27
|
Male
|
Europe
|
Low
|
Bachelor
|
Full-time Employee
| 5.39
| 107
| 128
| 295
| 0
| 1
| 7.930448
| 3.829478
| 3
| 8
| 5.29442
| 8.9
| 66
| 0
|
Laptop
| 86
| 22.7
|
236
| 31
|
Female
|
North America
|
Lower-Mid
|
Bachelor
|
Part-time/Shift
| 6.61
| 124
| 388
| 29
| 81
| 1
| 5.885
| 3.843451
| 2.959293
| 2
| 1.308371
| 9.8
| 35
| 0
|
Android
| 71
| 34.4
|
237
| 34
|
Male
|
Asia
|
Upper-Mid
|
Master
|
Full-time Employee
| 14.34
| 303
| 316
| 51
| 0
| 2
| 6.597343
| 1
| 19
| 20
| 9.171736
| 2.6
| 56
| 1
|
Tablet
| 45
| 67.2
|
238
| 44
|
Male
|
Africa
|
Low
|
Bachelor
|
Unemployed_Looking
| 7.11
| 115
| 331
| 102
| 36
| 2
| 7.35854
| 2.908594
| 1
| 6
| 1.122103
| 8.9
| 62
| 0
|
Laptop
| 67
| 34.8
|
239
| 16
|
Male
|
Asia
|
Low
|
High School
|
Student
| 6.53
| 216
| 47
| 142
| 241
| 3
| 6.288816
| 1.965908
| 6
| 13
| 10
| 0
| 71
| 0
|
Laptop
| 58
| 32.4
|
240
| 23
|
Male
|
Middle East
|
Lower-Mid
|
Bachelor
|
Full-time Employee
| 9.85
| 230
| 311
| 89
| 127
| 3
| 8.997123
| 1.931114
| 3
| 12
| 10
| 0
| 51
| 0
|
Android
| 74
| 48.4
|
241
| 22
|
Female
|
Asia
|
Upper-Mid
|
High School
|
Student
| 1.79
| 48
| 124
| 66
| 247
| 4
| 7.683499
| 4.153036
| 10.214913
| 0
| 1.893573
| 8.7
| 67
| 0
|
Android
| 57
| 9.4
|
242
| 20
|
Male
|
Asia
|
Lower-Mid
|
Bachelor
|
Part-time/Shift
| 6.49
| 150
| 152
| 440
| 31
| 5
| 7.930278
| 2.158137
| 5
| 6
| 8.809802
| 6
| 34
| 0
|
iPhone
| 64
| 29.6
|
243
| 28
|
Male
|
North America
|
Upper-Mid
|
High School
|
Part-time/Shift
| 14.57
| 288
| 316
| 144
| 206
| 3
| 5.662681
| 2.92486
| 21
| 18
| 2.897602
| 3
| 49
| 0
|
Tablet
| 70
| 65.1
|
244
| 30
|
Male
|
Asia
|
Low
|
Master
|
Full-time Employee
| 5.09
| 117
| 456
| 155
| 63
| 1
| 7.256756
| 3.753713
| 5
| 4
| 3.235726
| 9.4
| 15
| 0
|
Laptop
| 74
| 31.8
|
245
| 23
|
Female
|
Africa
|
Low
|
Master
|
Student
| 3.57
| 74
| 274
| 109
| 37
| 1
| 7.709356
| 3.874924
| 12.097725
| 2
| 9.30538
| 9.2
| 64
| 0
|
Android
| 53
| 19.9
|
246
| 44
|
Male
|
South America
|
Lower-Mid
|
Bachelor
|
Full-time Employee
| 1.52
| 27
| 183
| 170
| 0
| 2
| 9.232889
| 4.840284
| 3
| 3
| 1
| 9.1
| 54
| 0
|
Android
| 62
| 10.4
|
247
| 25
|
Male
|
Europe
|
Lower-Mid
|
Bachelor
|
Full-time Employee
| 4.45
| 100
| 176
| 219
| 55
| 3
| 6.651819
| 3.064732
| 2
| 6
| 1.158933
| 9
| 49
| 0
|
Tablet
| 60
| 21.6
|
248
| 33
|
Male
|
South America
|
Upper-Mid
|
PhD
|
Full-time Employee
| 6.94
| 86
| 149
| 42
| 0
| 4
| 6.042854
| 2.914102
| 3
| 10
| 3.909729
| 8.2
| 74
| 0
|
Android
| 58
| 26.4
|
249
| 45
|
Female
|
Europe
|
Lower-Mid
|
Bachelor
|
Full-time Employee
| 9.53
| 183
| 445
| 159
| 99
| 2
| 7.380498
| 2.963285
| 5.631774
| 7
| 10
| 1.2
| 9
| 1
|
Laptop
| 83
| 48.8
|
250
| 13
|
Female
|
Africa
|
Low
|
High School
|
Student
| 6.56
| 153
| 199
| 68
| 8
| 3
| 7.282014
| 2.996385
| 2.799952
| 9
| 1
| 9.9
| 74
| 0
|
Tablet
| 69
| 36.684152
|
251
| 24
|
Male
|
Africa
|
High
|
Bachelor
|
Student
| 2.59
| 98
| 286
| 208
| 11
| 5
| 8.363287
| 4.137739
| 7
| 0
| 4.011682
| 9.4
| 48
| 1
|
Laptop
| 52
| 20
|
252
| 16
|
Female
|
Europe
|
Lower-Mid
|
High School
|
Student
| 12.22
| 250
| 232
| 140
| 163
| 3
| 7.691945
| 1
| 16.374481
| 17
| 8.048861
| 1.9
| 38
| 1
|
iPhone
| 74
| 53
|
253
| 30
|
Male
|
Europe
|
Lower-Mid
|
Bachelor
|
Full-time Employee
| 6.42
| 83
| 398
| 131
| 127
| 5
| 8.144648
| 3.226346
| 4
| 7
| 5.740719
| 9.3
| 31
| 0
|
Tablet
| 86
| 30.2
|
254
| 13
|
Male
|
Africa
|
Lower-Mid
|
High School
|
Student
| 4.91
| 128
| 613
| 493
| 140
| 5
| 6.94335
| 4.167163
| 2
| 4
| 5.892088
| 8.2
| 2
| 0
|
iPhone
| 75
| 34.7
|
255
| 43
|
Female
|
North America
|
Upper-Mid
|
Master
|
Unemployed_Looking
| 9.9
| 120
| 428
| 141
| 0
| 2
| 6.896038
| 2.846996
| 10.274074
| 10
| 5.293051
| 4.6
| 30
| 1
|
Android
| 50
| 44.6
|
256
| 20
|
Male
|
North America
|
Lower-Mid
|
High School
|
Full-time Employee
| 14.36
| 307
| 341
| 183
| 0
| 2
| 6.065493
| 1
| 19
| 21
| 3.117988
| 1.3
| 54
| 0
|
iPhone
| 60
| 66.5
|
257
| 17
|
Male
|
Europe
|
Low
|
High School
|
Student
| 3.51
| 107
| 90
| 112
| 167
| 3
| 7.826429
| 1.980905
| 5
| 2
| 10
| 1.8
| 47
| 0
|
Laptop
| 78
| 16.6
|
258
| 13
|
Male
|
North America
|
Lower-Mid
|
High School
|
Student
| 8.06
| 134
| 68
| 336
| 0
| 3
| 6.56649
| 1.971987
| 1
| 13
| 4.135578
| 9.3
| 59
| 0
|
Android
| 58
| 29.3
|
259
| 28
|
Male
|
Africa
|
Upper-Mid
|
Master
|
Full-time Employee
| 7.81
| 157
| 139
| 54
| 196
| 5
| 6.995013
| 3.055816
| 5
| 9
| 1
| 9.4
| 80
| 0
|
iPhone
| 69
| 33.5
|
260
| 25
|
Male
|
Europe
|
Low
|
Bachelor
|
Full-time Employee
| 4.57
| 103
| 378
| 18
| 159
| 2
| 9.027503
| 3.889386
| 3
| 4
| 7.153837
| 1
| 58
| 0
|
Tablet
| 73
| 27
|
261
| 16
|
Male
|
Europe
|
Low
|
High School
|
Student
| 5.2
| 152
| 29
| 172
| 130
| 6
| 7.556212
| 3.182998
| 0
| 2
| 1
| 9.7
| 63
| 0
|
Android
| 56
| 23.4
|
262
| 24
|
Male
|
Europe
|
Lower-Mid
|
Master
|
Part-time/Shift
| 13.38
| 279
| 269
| 71
| 184
| 0
| 5.191064
| 1
| 16
| 16
| 9.350316
| 6.7
| 41
| 1
|
Android
| 64
| 60.2
|
263
| 20
|
Female
|
Asia
|
Lower-Mid
|
Bachelor
|
Student
| 5.69
| 131
| 216
| 74
| 0
| 5
| 8.544713
| 2.168106
| 8.60021
| 8
| 9.860942
| 1.9
| 69
| 0
|
iPhone
| 33
| 28.6
|
264
| 16
|
Male
|
Middle East
|
Lower-Mid
|
High School
|
Student
| 4.2
| 110
| 404
| 61
| 141
| 4
| 8.958137
| 5
| 6
| 0
| 10
| 3.1
| 40
| 0
|
Tablet
| 55
| 27
|
265
| 43
|
Female
|
Europe
|
Lower-Mid
|
Master
|
Part-time/Shift
| 5.02
| 75
| 145
| 181
| 200
| 3
| 7.975909
| 3.017485
| 4.94552
| 1
| 3.063995
| 9.8
| 56
| 0
|
Laptop
| 62
| 21.7
|
266
| 34
|
Female
|
Europe
|
Low
|
Master
|
Unemployed_Looking
| 14.76
| 289
| 320
| 228
| 0
| 4
| 7.21268
| 1.015853
| 25.166119
| 24
| 9.900374
| 1
| 30
| 1
|
Tablet
| 53
| 66.9
|
267
| 29
|
Male
|
North America
|
Upper-Mid
|
Bachelor
|
Unemployed_Looking
| 9.47
| 139
| 460
| 34
| 258
| 7
| 7.418947
| 3.310025
| 1
| 12
| 3.655658
| 5.9
| 22
| 0
|
iPhone
| 81
| 43.9
|
268
| 20
|
Female
|
South America
|
Upper-Mid
|
Bachelor
|
Full-time Employee
| 3.88
| 99
| 472
| 139
| 128
| 0
| 7.465982
| 4.735542
| 12.973681
| 4
| 4.425625
| 7.7
| 18
| 0
|
iPhone
| 51
| 27.6
|
269
| 33
|
Male
|
Europe
|
Upper-Mid
|
Master
|
Full-time Employee
| 3.88
| 107
| 395
| 82
| 68
| 4
| 9.041452
| 2.985319
| 5
| 2
| 6.961135
| 7.7
| 42
| 0
|
Tablet
| 61
| 27.2
|
270
| 17
|
Male
|
Europe
|
Lower-Mid
|
High School
|
Student
| 11.14
| 207
| 437
| 160
| 166
| 2
| 7.999132
| 1
| 9
| 19
| 7.076897
| 0
| 31
| 0
|
iPhone
| 66
| 52.4
|
271
| 31
|
Male
|
North America
|
High
|
Bachelor
|
Full-time Employee
| 11.33
| 295
| 148
| 290
| 48
| 5
| 7.762595
| 1.224643
| 8
| 9
| 1
| 5.6
| 39
| 0
|
Laptop
| 79
| 53.8
|
272
| 20
|
Male
|
Europe
|
Upper-Mid
|
Bachelor
|
Student
| 3.74
| 116
| 301
| 113
| 0
| 6
| 7.499953
| 5
| 7
| 0
| 3.793567
| 9.8
| 55
| 0
|
Tablet
| 51
| 24.3
|
273
| 50
|
Male
|
South America
|
Lower-Mid
|
Bachelor
|
Full-time Employee
| 8.16
| 175
| 118
| 82
| 13
| 1
| 8.385793
| 3.732562
| 3
| 10
| 2.139664
| 8.9
| 75
| 0
|
Android
| 77
| 37.2
|
274
| 41
|
Male
|
Asia
|
Lower-Mid
|
High School
|
Full-time Employee
| 5.78
| 84
| 407
| 223
| 131
| 4
| 8.832843
| 4.053438
| 4
| 11
| 5.763312
| 8.6
| 16
| 1
|
Android
| 65
| 30.7
|
275
| 14
|
Male
|
South America
|
Lower-Mid
|
High School
|
Student
| 14.8
| 319
| 268
| 33
| 32
| 3
| 7.099881
| 1
| 16
| 26
| 5.157926
| 6.418568
| 55
| 0
|
Tablet
| 55
| 66.3
|
276
| 30
|
Female
|
North America
|
Upper-Mid
|
High School
|
Full-time Employee
| 5.88
| 134
| 187
| 115
| 9
| 2
| 7.199954
| 1
| 4.270693
| 5
| 4.184706
| 4.5
| 51
| 0
|
iPhone
| 70
| 36.684152
|
277
| 40
|
Female
|
Europe
|
Low
|
High School
|
Caregiver/Home
| 5.14
| 93
| 83
| 16
| 125
| 6
| 6.91044
| 4.237938
| 3.034712
| 6
| 1
| 10
| 68
| 0
|
Laptop
| 67
| 21.5
|
278
| 37
|
Male
|
North America
|
Upper-Mid
|
Bachelor
|
Caregiver/Home
| 0.76
| 21
| 461
| 283
| 37
| 4
| 8.489999
| 4.04338
| 8
| 0
| 4.844621
| 7.7
| 12
| 0
|
iPhone
| 59
| 14.6
|
279
| 19
|
Male
|
Asia
|
Lower-Mid
|
High School
|
Full-time Employee
| 6.55
| 140
| 268
| 187
| 0
| 3
| 9.09487
| 2.955482
| 2
| 1
| 1
| 5.7
| 47
| 0
|
iPhone
| 66
| 31.7
|
280
| 16
|
Male
|
Europe
|
Low
|
High School
|
Student
| 4.32
| 88
| 257
| 206
| 65
| 2
| 7.376019
| 3.881544
| 4
| 4
| 10
| 0.3
| 28
| 0
|
Laptop
| 61
| 21.5
|
281
| 43
|
Male
|
North America
|
Low
|
High School
|
Full-time Employee
| 4.02
| 62
| 896
| 122
| 0
| 0
| 8.925198
| 4.7328
| 1
| 2
| 10
| 5.7
| 0
| 0
|
Laptop
| 66
| 37.2
|
282
| 16
|
Female
|
Europe
|
Low
|
High School
|
Student
| 4.65
| 76
| 113
| 243
| 163
| 7
| 6.794407
| 4.252967
| 5.961165
| 6
| 4.725171
| 9.7
| 42
| 0
|
Android
| 72
| 17.3
|
283
| 44
|
Female
|
North America
|
High
|
Bachelor
|
Caregiver/Home
| 10.27
| 217
| 152
| 26
| 0
| 3
| 8.30797
| 1
| 9.073547
| 9
| 1
| 9.7
| 72
| 0
|
Laptop
| 81
| 45.9
|
284
| 24
|
Male
|
Middle East
|
Low
|
Bachelor
|
Part-time/Shift
| 6.33
| 129
| 213
| 214
| 71
| 3
| 7.01051
| 4.028975
| 4
| 4
| 5.005593
| 4.5
| 59
| 0
|
Android
| 53
| 29.7
|
285
| 29
|
Female
|
Europe
|
Low
|
Bachelor
|
Full-time Employee
| 10.19
| 204
| 568
| 32
| 121
| 3
| 7.426066
| 1
| 12.975425
| 10
| 5.00704
| 3.6
| 8
| 0
|
Tablet
| 86
| 53.7
|
286
| 23
|
Male
|
South America
|
Lower-Mid
|
Bachelor
|
Student
| 4.21
| 93
| 313
| 164
| 76
| 7
| 8.461759
| 4.299931
| 4
| 0
| 9.45001
| 0
| 44
| 0
|
Tablet
| 45
| 24.2
|
287
| 20
|
Male
|
Middle East
|
Lower-Mid
|
Bachelor
|
Student
| 1.97
| 73
| 145
| 51
| 26
| 2
| 7.993994
| 2.90642
| 5
| 6
| 10
| 9
| 49
| 0
|
iPhone
| 63
| 12.2
|
288
| 33
|
Male
|
Asia
|
Lower-Mid
|
Master
|
Full-time Employee
| 12.66
| 251
| 486
| 360
| 143
| 4
| 6.353314
| 1.068026
| 4
| 17
| 9.951715
| 6.418568
| 9
| 1
|
Android
| 71
| 62.2
|
289
| 20
|
Male
|
Europe
|
Upper-Mid
|
High School
|
Student
| 5.62
| 144
| 150
| 214
| 115
| 4
| 6.94231
| 3.993234
| 7
| 2
| 1.91524
| 8.6
| 58
| 0
|
Tablet
| 68
| 26.8
|
290
| 21
|
Male
|
Europe
|
Low
|
Bachelor
|
Student
| 5.57
| 144
| 349
| 179
| 77
| 5
| 6.988012
| 2.048018
| 0
| 8
| 3.926533
| 8.2
| 33
| 0
|
iPhone
| 59
| 32.1
|
291
| 18
|
Female
|
North America
|
Low
|
Bachelor
|
Student
| 4.75
| 134
| 131
| 38
| 205
| 6
| 8.308902
| 3.18226
| 2.676544
| 6
| 1
| 9.1
| 61
| 0
|
Tablet
| 63
| 23.4
|
292
| 29
|
Male
|
Africa
|
Lower-Mid
|
Master
|
Full-time Employee
| 5.6
| 176
| 412
| 200
| 194
| 5
| 7.704908
| 2.151595
| 3
| 11
| 1
| 8.8
| 30
| 0
|
Android
| 60
| 37.2
|
293
| 19
|
Female
|
Asia
|
Low
|
Bachelor
|
Full-time Employee
| 7.82
| 247
| 454
| 68
| 164
| 4
| 6.108755
| 3.015528
| 9.068369
| 4
| 9.862766
| 0.4
| 33
| 0
|
Android
| 65.299301
| 48.7
|
294
| 35
|
Female
|
North America
|
Lower-Mid
|
Bachelor
|
Full-time Employee
| 9.28
| 245
| 404
| 17
| 208
| 4
| 6.121499
| 2.034179
| 8.551775
| 13
| 3.908463
| 8.8
| 42
| 0
|
Android
| 73
| 51.8
|
295
| 14
|
Female
|
Europe
|
Low
|
High School
|
Student
| 4.72
| 161
| 373
| 95
| 177
| 2
| 6.681536
| 2.998521
| 6.066269
| 6
| 1.14919
| 9.8
| 35
| 1
|
Android
| 69
| 31.3
|
296
| 36
|
Female
|
South America
|
Low
|
High School
|
Full-time Employee
| 4.17
| 48
| 831
| 111
| 137
| 4
| 5.941863
| 2.959654
| 5.65235
| 2
| 4.965168
| 0
| 0
| 0
|
Tablet
| 58
| 34.3
|
297
| 23
|
Female
|
Europe
|
Upper-Mid
|
Bachelor
|
Student
| 3.88
| 89
| 215
| 124
| 0
| 7
| 8.270444
| 3.253827
| 3.620301
| 0
| 1
| 9.7
| 57
| 1
|
iPhone
| 74
| 19.8
|
298
| 18
|
Female
|
Europe
|
Low
|
Bachelor
|
Full-time Employee
| 11.48
| 147
| 361
| 63
| 103
| 4
| 3.811888
| 3.146755
| 12.396403
| 16
| 9.860578
| 4.3
| 57
| 0
|
Android
| 68
| 36.684152
|
299
| 46
|
Female
|
Europe
|
Low
|
Master
|
Unemployed_Looking
| 10.26
| 175
| 470
| 31
| 0
| 1
| 7.543952
| 1.810041
| 10.054638
| 12
| 5.385186
| 5.9
| 37
| 0
|
iPhone
| 73
| 50.9
|
300
| 19
|
Male
|
Asia
|
Lower-Mid
|
High School
|
Student
| 11.77
| 252
| 109
| 36
| 132
| 0
| 5.758518
| 1
| 13
| 19
| 2.549749
| 6.4
| 88
| 0
|
Laptop
| 71
| 49.3
|
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