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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
301
| 22
|
Male
|
Africa
|
Lower-Mid
|
High School
|
Full-time Employee
| 9.97
| 221
| 108
| 209
| 102
| 4
| 5.458161
| 1.110363
| 7
| 13
| 7.94223
| 6.5
| 56
| 1
|
Laptop
| 65.299301
| 43.1
|
302
| 14
|
Male
|
North America
|
Lower-Mid
|
High School
|
Student
| 8.33
| 190
| 235
| 237
| 225
| 7
| 6.719264
| 1.29434
| 6
| 11
| 2.550686
| 6.8
| 57
| 0
|
Laptop
| 59
| 39
|
303
| 33
|
Male
|
Asia
|
Low
|
PhD
|
Full-time Employee
| 7.3
| 131
| 490
| 142
| 229
| 5
| 6.139276
| 3.114394
| 4
| 2
| 3.94229
| 5.9
| 13
| 0
|
Android
| 72
| 39.4
|
304
| 32
|
Male
|
Africa
|
Upper-Mid
|
Bachelor
|
Full-time Employee
| 5.34
| 143
| 439
| 206
| 104
| 3
| 7.057361
| 3.981659
| 5
| 7
| 1
| 9.1
| 14
| 0
|
Tablet
| 71
| 34.4
|
305
| 32
|
Female
|
Asia
|
Lower-Mid
|
Master
|
Part-time/Shift
| 6.76
| 125
| 203
| 150
| 90
| 3
| 6.902787
| 3.939135
| 9.163167
| 4
| 4.010498
| 8.8
| 63
| 0
|
Android
| 65.299301
| 36.684152
|
306
| 39
|
Female
|
Europe
|
Upper-Mid
|
Bachelor
|
Full-time Employee
| 4.96
| 100
| 345
| 373
| 151
| 6
| 7.958316
| 4.16082
| 2.173949
| 6
| 1
| 8.6
| 29
| 0
|
Tablet
| 66
| 28.2
|
307
| 26
|
Male
|
Africa
|
High
|
High School
|
Full-time Employee
| 7.7
| 170
| 236
| 130
| 0
| 6
| 6.547524
| 2.206014
| 3
| 11
| 1
| 8.1
| 50
| 1
|
Laptop
| 78
| 36.4
|
308
| 27
|
Male
|
Asia
|
Upper-Mid
|
High School
|
Student
| 16.14
| 293
| 225
| 220
| 173
| 7
| 4.403939
| 1.241029
| 4
| 23
| 9.588826
| 2.6
| 54
| 1
|
Laptop
| 59
| 67.2
|
309
| 18
|
Male
|
North America
|
Lower-Mid
|
High School
|
Student
| 9.81
| 237
| 166
| 154
| 225
| 6
| 6.243761
| 2.212229
| 5
| 10
| 4.648607
| 9.8
| 71
| 0
|
Android
| 70
| 44.8
|
310
| 17
|
Female
|
Europe
|
Lower-Mid
|
High School
|
Student
| 6.34
| 156
| 182
| 386
| 14
| 2
| 7.114794
| 1.909876
| 4.635015
| 7
| 1.144805
| 9.9
| 28
| 0
|
Laptop
| 63
| 30.2
|
311
| 50
|
Male
|
South America
|
Low
|
Bachelor
|
Caregiver/Home
| 12.94
| 276
| 208
| 369
| 71
| 6
| 5.045014
| 2.254347
| 15
| 17
| 9.719915
| 0
| 38
| 1
|
Android
| 63
| 59.7
|
312
| 44
|
Female
|
Europe
|
Low
|
Bachelor
|
Full-time Employee
| 15.19
| 249
| 295
| 107
| 0
| 7
| 4.974264
| 1.347975
| 24.28288
| 22
| 9.561522
| 2.5
| 45
| 0
|
Tablet
| 76
| 64
|
313
| 22
|
Female
|
North America
|
Lower-Mid
|
Bachelor
|
Student
| 5.52
| 104
| 320
| 227
| 82
| 3
| 7.06051
| 3.951754
| 4.874784
| 6
| 1
| 10
| 16
| 0
|
iPhone
| 73
| 27.6
|
314
| 17
|
Female
|
Europe
|
Lower-Mid
|
High School
|
Student
| 11.93
| 240
| 178
| 69
| 212
| 4
| 4.216285
| 1.076896
| 16.268657
| 14
| 9.912299
| 5.6
| 72
| 1
|
Laptop
| 73
| 50.2
|
315
| 23
|
Female
|
South America
|
Low
|
Master
|
Full-time Employee
| 6.56
| 125
| 182
| 97
| 88
| 1
| 6.980966
| 3.836897
| 4.425323
| 6
| 1
| 8.8
| 48
| 1
|
iPhone
| 78
| 28.2
|
316
| 27
|
Male
|
North America
|
Low
|
Bachelor
|
Full-time Employee
| 7.31
| 176
| 320
| 35
| 99
| 5
| 8.623899
| 3.148201
| 0
| 8
| 1
| 2.4
| 55
| 0
|
Laptop
| 65
| 38.6
|
317
| 28
|
Female
|
Middle East
|
Upper-Mid
|
High School
|
Full-time Employee
| 5.77
| 130
| 302
| 219
| 130
| 3
| 8.142308
| 2.948067
| 5.120012
| 5
| 2.103256
| 7.2
| 31
| 1
|
Android
| 72
| 30.5
|
318
| 22
|
Male
|
Africa
|
Lower-Mid
|
Bachelor
|
Student
| 4.53
| 78
| 284
| 119
| 102
| 3
| 7.57498
| 3.920637
| 2
| 2
| 2.084145
| 8
| 44
| 0
|
Android
| 62
| 22.4
|
319
| 18
|
Male
|
Europe
|
Lower-Mid
|
Bachelor
|
Full-time Employee
| 13.07
| 295
| 491
| 100
| 102
| 1
| 4.233224
| 1.837371
| 18
| 8
| 9.296028
| 7
| 18
| 1
|
iPhone
| 68
| 65.8
|
320
| 30
|
Female
|
Asia
|
Upper-Mid
|
Bachelor
|
Part-time/Shift
| 8.36
| 211
| 564
| 135
| 24
| 0
| 7.704017
| 2.647043
| 7.131703
| 8
| 6.467846
| 7.5
| 28
| 0
|
Tablet
| 64
| 50.6
|
321
| 20
|
Female
|
Asia
|
Low
|
High School
|
Part-time/Shift
| 5.02
| 82
| 214
| 121
| 0
| 2
| 8.400531
| 3.878764
| 5.761579
| 4
| 5.054241
| 2.3
| 55
| 0
|
Laptop
| 66
| 21.8
|
322
| 49
|
Female
|
North America
|
Low
|
PhD
|
Full-time Employee
| 3.47
| 61
| 173
| 121
| 87
| 3
| 8.823804
| 4.844359
| 5.919745
| 7
| 1
| 9.6
| 71
| 0
|
Android
| 71
| 17.9
|
323
| 32
|
Female
|
Africa
|
Low
|
Master
|
Part-time/Shift
| 12.34
| 293
| 274
| 297
| 60
| 5
| 4.899569
| 1.06499
| 13.032964
| 22
| 6.965318
| 2.7
| 27
| 1
|
Tablet
| 57
| 60
|
324
| 14
|
Female
|
Middle East
|
Lower-Mid
|
High School
|
Student
| 6.76
| 172
| 257
| 69
| 91
| 0
| 6.31114
| 1
| 11.465102
| 21
| 1.336233
| 4.6
| 57
| 0
|
Laptop
| 86
| 36.684152
|
325
| 35
|
Female
|
Middle East
|
Low
|
Bachelor
|
Part-time/Shift
| 8.65
| 124
| 443
| 285
| 24
| 0
| 7.048827
| 1.787223
| 8.605942
| 11
| 1
| 7.4
| 13
| 0
|
iPhone
| 55
| 36.684152
|
326
| 17
|
Male
|
Asia
|
Lower-Mid
|
High School
|
Student
| 6.26
| 126
| 293
| 305
| 68
| 7
| 6.698677
| 3.325984
| 2
| 9
| 9.594991
| 0.3
| 45
| 0
|
Android
| 53
| 30.6
|
327
| 22
|
Female
|
Africa
|
Upper-Mid
|
Bachelor
|
Full-time Employee
| 3.34
| 97
| 395
| 138
| 13
| 2
| 8.192645
| 3.864459
| 6.53492
| 0
| 1
| 9.6
| 46
| 0
|
iPhone
| 77
| 23.6
|
328
| 23
|
Female
|
Asia
|
Upper-Mid
|
Bachelor
|
Full-time Employee
| 10.39
| 308
| 608
| 49
| 63
| 2
| 5.950803
| 2.928624
| 13.351114
| 14
| 4.934423
| 7.6
| 6
| 0
|
iPhone
| 73
| 63.9
|
329
| 21
|
Female
|
Middle East
|
Lower-Mid
|
Bachelor
|
Full-time Employee
| 11.68
| 245
| 289
| 134
| 124
| 5
| 5.397508
| 1.176191
| 14.309011
| 18
| 6.930969
| 4
| 41
| 0
|
Tablet
| 65.299301
| 53.3
|
330
| 28
|
Female
|
North America
|
Upper-Mid
|
High School
|
Part-time/Shift
| 9.4
| 174
| 435
| 234
| 53
| 2
| 8.235757
| 1.884122
| 8.255868
| 12
| 1
| 9.7
| 6
| 0
|
Tablet
| 71
| 46.2
|
331
| 43
|
Male
|
Africa
|
High
|
Master
|
Full-time Employee
| 4.37
| 78
| 438
| 216
| 206
| 6
| 9.215412
| 3.142475
| 5
| 9
| 2.744026
| 8.6
| 41.5986
| 0
|
Tablet
| 65
| 27.8
|
332
| 46
|
Male
|
Asia
|
Lower-Mid
|
Master
|
Full-time Employee
| 8.27
| 158
| 791
| 257
| 102
| 3
| 6.747272
| 1
| 5
| 9
| 8.019201
| 8.4
| 0
| 0
|
Tablet
| 56
| 53.3
|
333
| 45
|
Male
|
South America
|
Low
|
Master
|
Full-time Employee
| 5.76
| 70
| 424
| 25
| 178
| 5
| 9.63906
| 4.126915
| 3
| 4
| 1
| 7.1
| 53
| 0
|
Android
| 66
| 30.2
|
334
| 32
|
Male
|
Asia
|
Upper-Mid
|
High School
|
Full-time Employee
| 5.89
| 97
| 317
| 69
| 0
| 2
| 8.529776
| 1.830533
| 2
| 6
| 10
| 4.1
| 52
| 0
|
Android
| 58
| 29.1
|
335
| 37
|
Male
|
North America
|
Low
|
High School
|
Full-time Employee
| 4.42
| 45
| 923
| 58
| 214
| 5
| 10.289883
| 3.150162
| 7
| 3
| 1
| 5
| 0
| 0
|
Android
| 75
| 36.6
|
336
| 40
|
Male
|
Europe
|
Low
|
Bachelor
|
Unemployed_Looking
| 9.33
| 206
| 291
| 115
| 64
| 7
| 7.227877
| 1.30557
| 8
| 18
| 4.698082
| 8.2
| 42
| 1
|
Tablet
| 64
| 46.4
|
337
| 23
|
Female
|
Europe
|
Lower-Mid
|
Bachelor
|
Full-time Employee
| 9.83
| 188
| 974
| 110
| 171
| 2
| 6.625026
| 1.914408
| 8.138404
| 14
| 10
| 0
| 0
| 0
|
iPhone
| 57
| 62.1
|
338
| 15
|
Male
|
Middle East
|
Lower-Mid
|
High School
|
Student
| 4.66
| 152
| 140
| 104
| 0
| 0
| 6.597161
| 3.746333
| 4
| 1
| 10
| 1
| 75
| 0
|
Android
| 65.299301
| 24.7
|
339
| 46
|
Female
|
Africa
|
Lower-Mid
|
Master
|
Unemployed_Looking
| 15.71
| 267
| 91
| 200
| 261
| 5
| 6.408749
| 1.168302
| 20.313592
| 23
| 9.749485
| 0
| 71
| 0
|
Tablet
| 69
| 62
|
340
| 30
|
Male
|
Asia
|
Upper-Mid
|
High School
|
Full-time Employee
| 6.64
| 174
| 299
| 107
| 51
| 4
| 6.899414
| 2.042959
| 6
| 11
| 3.026459
| 8.8
| 56
| 0
|
Android
| 59
| 36.7
|
341
| 18
|
Male
|
South America
|
Lower-Mid
|
Bachelor
|
Full-time Employee
| 8.4
| 256
| 217
| 331
| 7
| 2
| 6.140043
| 2.902245
| 4
| 6
| 6.260928
| 6.9
| 60
| 0
|
Android
| 57
| 44.8
|
342
| 19
|
Male
|
South America
|
Lower-Mid
|
Bachelor
|
Full-time Employee
| 6.75
| 142
| 156
| 140
| 93
| 3
| 7.034429
| 2.952153
| 4
| 9
| 1
| 9.3
| 73
| 1
|
Laptop
| 67
| 29.4
|
343
| 34
|
Male
|
South America
|
Upper-Mid
|
Master
|
Part-time/Shift
| 9.59
| 245
| 356
| 68
| 107
| 6
| 8.682233
| 2.182469
| 7
| 14
| 4.757136
| 8.2
| 37
| 0
|
Android
| 67
| 51.4
|
344
| 29
|
Male
|
Asia
|
Lower-Mid
|
Bachelor
|
Full-time Employee
| 2.77
| 70
| 262
| 162
| 60
| 7
| 8.865173
| 4.358491
| 2
| 4
| 1
| 9.5
| 40
| 0
|
Tablet
| 60
| 17.7
|
345
| 31
|
Female
|
Middle East
|
High
|
Bachelor
|
Full-time Employee
| 12.69
| 236
| 215
| 49
| 92
| 5
| 4.323864
| 1.029621
| 18.523453
| 23
| 9.726979
| 0
| 56
| 1
|
Android
| 60
| 54.3
|
346
| 32
|
Male
|
Europe
|
Upper-Mid
|
Master
|
Part-time/Shift
| 3.68
| 96
| 270
| 324
| 188
| 3
| 8.359696
| 2.015878
| 9
| 0
| 10
| 3.7
| 17
| 0
|
Laptop
| 67
| 22.3
|
347
| 32
|
Female
|
North America
|
Upper-Mid
|
Bachelor
|
Full-time Employee
| 4.75
| 128
| 259
| 150
| 124
| 0
| 6.537516
| 3.701359
| 5.58761
| 9
| 2.302109
| 8.9
| 50
| 1
|
iPhone
| 51
| 27.8
|
348
| 21
|
Female
|
Middle East
|
Lower-Mid
|
Bachelor
|
Student
| 6.81
| 142
| 185
| 50
| 102
| 2
| 7.529671
| 1
| 8.618759
| 13
| 2.997751
| 6.1
| 82
| 0
|
Android
| 51
| 30.9
|
349
| 31
|
Female
|
Asia
|
Lower-Mid
|
Bachelor
|
Full-time Employee
| 2.46
| 80
| 1,154
| 341
| 45
| 3
| 9.764734
| 3.985119
| 9.647344
| 0
| 9.121843
| 9.7
| 0
| 0
|
Tablet
| 58
| 40.8
|
350
| 24
|
Female
|
North America
|
Lower-Mid
|
Bachelor
|
Full-time Employee
| 7.11
| 117
| 61
| 126
| 87
| 1
| 7.759014
| 3.737791
| 5.211421
| 9
| 2.194639
| 9.7
| 79
| 0
|
Tablet
| 63
| 26.3
|
351
| 16
|
Female
|
Europe
|
Low
|
High School
|
Student
| 9.26
| 150
| 267
| 168
| 102
| 7
| 5.904404
| 1.250778
| 5.919462
| 8
| 1
| 8.9
| 50
| 0
|
Android
| 68
| 38.6
|
352
| 26
|
Female
|
Europe
|
Low
|
Bachelor
|
Part-time/Shift
| 10.57
| 158
| 268
| 42
| 222
| 4
| 6.311682
| 3.009468
| 7.86597
| 12
| 5.001306
| 4.9
| 38
| 0
|
Android
| 80
| 36.684152
|
353
| 29
|
Male
|
Middle East
|
Upper-Mid
|
Bachelor
|
Unemployed_Looking
| 5.95
| 99
| 173
| 33
| 96
| 3
| 9.267962
| 1.96097
| 2
| 12
| 1
| 8.8
| 60
| 1
|
iPhone
| 65.299301
| 25
|
354
| 15
|
Female
|
Europe
|
Lower-Mid
|
High School
|
Student
| 8.91
| 160
| 268
| 225
| 10
| 4
| 8.313667
| 3.011718
| 6.516881
| 10
| 9.979797
| 2.2
| 59
| 0
|
iPhone
| 63
| 36.684152
|
355
| 33
|
Male
|
South America
|
Lower-Mid
|
Bachelor
|
Unemployed_Looking
| 4.58
| 65
| 286
| 160
| 69
| 7
| 7.788872
| 4.371635
| 6
| 6
| 1
| 8.8
| 44
| 0
|
iPhone
| 65
| 22.4
|
356
| 36
|
Female
|
Africa
|
Lower-Mid
|
High School
|
Unemployed_Looking
| 8.37
| 136
| 370
| 180
| 83
| 2
| 6.809428
| 2.982007
| 5.037917
| 12
| 1.29242
| 8
| 38
| 0
|
Laptop
| 55
| 40.1
|
357
| 13
|
Male
|
Asia
|
Low
|
High School
|
Student
| 10.59
| 167
| 227
| 37
| 198
| 3
| 7.732273
| 1
| 8
| 19
| 6.04073
| 5.5
| 57
| 0
|
Tablet
| 65
| 42
|
358
| 24
|
Male
|
Asia
|
Upper-Mid
|
Bachelor
|
Student
| 5.39
| 77
| 263
| 311
| 112
| 2
| 8.939655
| 3.919372
| 5
| 6
| 2.167947
| 8.1
| 44
| 0
|
Android
| 62
| 24
|
359
| 39
|
Female
|
Africa
|
Upper-Mid
|
Master
|
Full-time Employee
| 8.42
| 141
| 337
| 45
| 136
| 6
| 8.84535
| 2.254627
| 7.243586
| 9
| 1
| 8.4
| 51
| 0
|
Android
| 68
| 39.7
|
360
| 22
|
Male
|
South America
|
Upper-Mid
|
Bachelor
|
Full-time Employee
| 6.7
| 131
| 221
| 181
| 65
| 2
| 7.447834
| 1.919305
| 3
| 9
| 3.069299
| 8.4
| 59
| 0
|
Android
| 65.299301
| 30.6
|
361
| 30
|
Male
|
Middle East
|
Low
|
High School
|
Full-time Employee
| 10.53
| 225
| 169
| 78
| 45
| 4
| 7.202669
| 2.019019
| 11
| 9
| 9.96895
| 0
| 78
| 1
|
Laptop
| 70
| 46.6
|
362
| 31
|
Female
|
Middle East
|
Low
|
Bachelor
|
Full-time Employee
| 6.05
| 182
| 512
| 20
| 153
| 1
| 7.120095
| 1.800066
| 5.328778
| 6
| 3.267706
| 9.6
| 35
| 0
|
Tablet
| 65.299301
| 40.9
|
363
| 18
|
Male
|
Europe
|
Low
|
Bachelor
|
Part-time/Shift
| 4.96
| 158
| 426
| 132
| 226
| 4
| 6.699525
| 2.014511
| 4
| 8
| 1
| 8.5
| 22
| 0
|
iPhone
| 64
| 33.4
|
364
| 23
|
Female
|
South America
|
Lower-Mid
|
Master
|
Part-time/Shift
| 15.26
| 280
| 123
| 215
| 184
| 3
| 5.530824
| 1
| 23.589599
| 27
| 9.922205
| 4
| 60
| 0
|
Laptop
| 65.299301
| 60.8
|
365
| 16
|
Male
|
North America
|
Low
|
High School
|
Part-time/Shift
| 5.33
| 72
| 1,193
| 54
| 64
| 3
| 5.709836
| 1.911542
| 5
| 8
| 2.935686
| 5.7
| 0
| 0
|
Laptop
| 72
| 46.3
|
366
| 46
|
Male
|
North America
|
Lower-Mid
|
High School
|
Caregiver/Home
| 13.26
| 222
| 108
| 191
| 68
| 7
| 6.887575
| 1.28584
| 17
| 16
| 9.706919
| 0.9
| 59
| 0
|
Tablet
| 61
| 53.1
|
367
| 24
|
Female
|
Middle East
|
Low
|
Bachelor
|
Full-time Employee
| 13.09
| 300
| 70
| 71
| 217
| 2
| 3.761121
| 1.817016
| 24.222123
| 18
| 10
| 2.1
| 78
| 1
|
Tablet
| 67
| 56.1
|
368
| 25
|
Male
|
South America
|
Upper-Mid
|
Bachelor
|
Full-time Employee
| 6.46
| 114
| 435
| 75
| 0
| 3
| 5.386563
| 1.962034
| 5
| 7
| 2.010167
| 10
| 39
| 0
|
Android
| 65
| 34.1
|
369
| 41
|
Female
|
North America
|
Lower-Mid
|
Master
|
Caregiver/Home
| 4.11
| 83
| 140
| 23
| 309
| 6
| 6.629943
| 4.149265
| 7
| 1
| 1.833768
| 9.7
| 62
| 1
|
Tablet
| 65.299301
| 19.8
|
370
| 14
|
Male
|
Africa
|
Lower-Mid
|
High School
|
Student
| 14.06
| 296
| 83
| 147
| 26
| 4
| 4.895773
| 1.062266
| 20
| 14
| 5.840995
| 9.6
| 65
| 0
|
iPhone
| 57
| 57.7
|
371
| 33
|
Female
|
Asia
|
Lower-Mid
|
Bachelor
|
Unemployed_Looking
| 0.88
| 41
| 141
| 92
| 148
| 3
| 10.713517
| 4.938069
| 8
| 0
| 1
| 1.5
| 56
| 1
|
Android
| 65
| 7.9
|
372
| 41
|
Female
|
North America
|
High
|
High School
|
Part-time/Shift
| 9.89
| 188
| 162
| 304
| 270
| 2
| 6.770866
| 1.906685
| 10.352398
| 13
| 6.082291
| 1.9
| 56
| 0
|
Android
| 70
| 42.8
|
373
| 42
|
Male
|
Europe
|
Low
|
High School
|
Full-time Employee
| 6.53
| 174
| 1,093
| 19
| 25
| 3
| 7.971372
| 3.026119
| 6
| 11
| 7.166725
| 6.1
| 0
| 0
|
Laptop
| 80
| 57.2
|
374
| 19
|
Male
|
Asia
|
Lower-Mid
|
Bachelor
|
Part-time/Shift
| 8.21
| 120
| 137
| 99
| 81
| 4
| 8.856042
| 2.131397
| 6
| 11
| 1.090237
| 8.2
| 60
| 0
|
Laptop
| 75
| 30.3
|
375
| 29
|
Female
|
Europe
|
Upper-Mid
|
Bachelor
|
Part-time/Shift
| 4.37
| 49
| 346
| 113
| 146
| 3
| 8.650943
| 2.84564
| 9.773831
| 8
| 4.097405
| 7.9
| 35
| 0
|
Laptop
| 87
| 21.1
|
376
| 45
|
Female
|
North America
|
Low
|
Bachelor
|
Unemployed_Looking
| 6.68
| 55
| 214
| 36
| 25
| 0
| 5.858713
| 1.690677
| 4.563012
| 9
| 3.419489
| 8.2
| 67
| 0
|
Android
| 57
| 26
|
377
| 15
|
Male
|
South America
|
Low
|
High School
|
Part-time/Shift
| 4.9
| 90
| 365
| 145
| 250
| 4
| 8.397245
| 5
| 3
| 4
| 1.884338
| 6.9
| 49
| 0
|
iPhone
| 65.299301
| 25.4
|
378
| 39
|
Male
|
Asia
|
Lower-Mid
|
Master
|
Caregiver/Home
| 4.91
| 80
| 254
| 28
| 172
| 2
| 9.870991
| 1.915172
| 6
| 6
| 4.299579
| 9
| 57
| 0
|
Laptop
| 67
| 24.1
|
379
| 19
|
Male
|
Asia
|
Lower-Mid
|
Bachelor
|
Student
| 14.29
| 290
| 261
| 215
| 213
| 7
| 4.792941
| 1.209061
| 17
| 21
| 9.632644
| 2.9
| 56
| 0
|
Laptop
| 87
| 62
|
380
| 14
|
Female
|
Europe
|
Lower-Mid
|
High School
|
Student
| 8.82
| 232
| 836
| 76
| 34
| 4
| 6.416543
| 3.00282
| 6.892915
| 12
| 6.999015
| 6.9
| 0
| 0
|
Laptop
| 57
| 59.2
|
381
| 27
|
Male
|
Africa
|
Lower-Mid
|
Bachelor
|
Part-time/Shift
| 11.77
| 188
| 528
| 99
| 34
| 2
| 7.059583
| 1
| 14
| 12
| 4.13535
| 5.3
| 32
| 0
|
Tablet
| 57
| 55.8
|
382
| 22
|
Male
|
Middle East
|
Upper-Mid
|
Bachelor
|
Part-time/Shift
| 3.51
| 93
| 622
| 120
| 26
| 2
| 9.267749
| 2.8964
| 6
| 0
| 1
| 9.8
| 0
| 0
|
Android
| 59
| 29.9
|
383
| 16
|
Female
|
Asia
|
Low
|
High School
|
Student
| 4.22
| 112
| 243
| 108
| 199
| 5
| 8.233259
| 4.150691
| 6.397854
| 1
| 1
| 9.1
| 45
| 0
|
Tablet
| 44
| 23.5
|
384
| 28
|
Male
|
South America
|
Low
|
Bachelor
|
Full-time Employee
| 1.38
| 42
| 223
| 200
| 134
| 6
| 8.173911
| 3.233878
| 8
| 5
| 4.760919
| 8.4
| 53
| 0
|
Android
| 60
| 11
|
385
| 18
|
Female
|
North America
|
Low
|
Bachelor
|
Part-time/Shift
| 7.43
| 174
| 926
| 206
| 108
| 0
| 9.289127
| 2.749316
| 9
| 9
| 5.472928
| 4
| 0
| 0
|
iPhone
| 57
| 53.6
|
386
| 32
|
Female
|
Asia
|
Upper-Mid
|
Master
|
Unemployed_Looking
| 5.2
| 63
| 134
| 71
| 45
| 3
| 9.307446
| 2.981723
| 5.351646
| 6
| 1
| 9.7
| 74
| 0
|
Tablet
| 67
| 19.7
|
387
| 25
|
Male
|
Europe
|
Lower-Mid
|
Master
|
Part-time/Shift
| 10.21
| 78
| 207
| 79
| 99
| 6
| 5.715662
| 2.214481
| 8
| 13
| 5.649872
| 6.6
| 50
| 0
|
Laptop
| 68
| 34
|
388
| 23
|
Male
|
North America
|
Low
|
Bachelor
|
Full-time Employee
| 11.36
| 241
| 268
| 608
| 158
| 1
| 5.09363
| 2.845509
| 8
| 15
| 9.203638
| 4
| 32
| 1
|
Tablet
| 84
| 36.684152
|
389
| 15
|
Male
|
Asia
|
Lower-Mid
|
High School
|
Student
| 11.65
| 317
| 162
| 121
| 133
| 3
| 7.551978
| 1
| 7
| 17
| 1
| 7.5
| 64
| 1
|
Tablet
| 75
| 55.5
|
390
| 45
|
Female
|
Europe
|
Lower-Mid
|
Master
|
Caregiver/Home
| 10.25
| 177
| 119
| 448
| 31
| 2
| 7.739208
| 1
| 8.80843
| 15
| 2.093672
| 9.2
| 17
| 0
|
iPhone
| 59
| 42.3
|
391
| 23
|
Male
|
Africa
|
Low
|
Bachelor
|
Part-time/Shift
| 3.75
| 114
| 311
| 319
| 0
| 5
| 6.381261
| 2.021586
| 1
| 8
| 1
| 9.5
| 24
| 0
|
Laptop
| 56
| 24.6
|
392
| 17
|
Female
|
Europe
|
Lower-Mid
|
High School
|
Student
| 6.43
| 124
| 201
| 441
| 50
| 5
| 7.628936
| 3.077852
| 10.591671
| 0
| 5.920367
| 8.4
| 38
| 0
|
Laptop
| 70
| 28
|
393
| 21
|
Female
|
Asia
|
Low
|
Bachelor
|
Student
| 4.17
| 78
| 415
| 69
| 68
| 4
| 7.435326
| 2.040587
| 7.962745
| 5
| 4.887177
| 7.9
| 59
| 0
|
iPhone
| 52
| 25.1
|
394
| 29
|
Male
|
Asia
|
Low
|
Bachelor
|
Full-time Employee
| 6.97
| 126
| 156
| 25
| 0
| 4
| 8.38721
| 3.085556
| 5
| 6
| 9.941822
| 1.1
| 76
| 0
|
Laptop
| 83
| 29
|
395
| 31
|
Female
|
North America
|
Upper-Mid
|
Bachelor
|
Full-time Employee
| 4.87
| 111
| 137
| 10
| 181
| 5
| 8.333323
| 3.982046
| 11.579917
| 3
| 1
| 6.418568
| 70
| 0
|
iPhone
| 77
| 22.6
|
396
| 26
|
Male
|
Asia
|
Lower-Mid
|
High School
|
Full-time Employee
| 10.13
| 237
| 167
| 391
| 188
| 6
| 6.73873
| 2.210288
| 5
| 15
| 9.670689
| 1.7
| 31
| 1
|
iPhone
| 60
| 46.6
|
397
| 21
|
Female
|
South America
|
Low
|
Bachelor
|
Student
| 9.18
| 231
| 313
| 137
| 154
| 3
| 6.977297
| 2.01166
| 9.111817
| 20
| 4.153343
| 6.7
| 31
| 0
|
Laptop
| 48
| 47.5
|
398
| 29
|
Female
|
North America
|
Low
|
Bachelor
|
Unemployed_Looking
| 12.73
| 304
| 720
| 98
| 275
| 1
| 5.337151
| 1
| 16.14027
| 19
| 10
| 0.6
| 9
| 1
|
Android
| 79
| 72.3
|
399
| 30
|
Female
|
South America
|
Low
|
PhD
|
Full-time Employee
| 6.05
| 149
| 414
| 64
| 190
| 7
| 7.086884
| 3.256712
| 4.153736
| 13
| 2.632158
| 9.9
| 19
| 0
|
Tablet
| 64
| 36
|
400
| 33
|
Female
|
Middle East
|
High
|
High School
|
Full-time Employee
| 4.32
| 47
| 285
| 15
| 53
| 4
| 7.913181
| 3.036883
| 10.532012
| 6
| 9.950456
| 6.6
| 45
| 0
|
iPhone
| 77
| 19.8
|
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