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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
101
| 35
|
Female
|
Asia
|
Low
|
Bachelor
|
Full-time Employee
| 7.26
| 131
| 89
| 89
| 178
| 1
| 7.999166
| 2.812377
| 8.486008
| 9
| 10
| 3.3
| 56
| 0
|
Laptop
| 51
| 29.9
|
102
| 16
|
Female
|
South America
|
Low
|
High School
|
Student
| 4.67
| 131
| 51
| 168
| 2
| 4
| 9.128402
| 3.04119
| 6.168693
| 8
| 1
| 9.9
| 89
| 0
|
Android
| 61
| 20.7
|
103
| 41
|
Female
|
Europe
|
Upper-Mid
|
Master
|
Full-time Employee
| 6.14
| 92
| 392
| 252
| 0
| 4
| 7.875304
| 2.989117
| 5.930322
| 6
| 1.011152
| 9.9
| 31
| 0
|
Tablet
| 62
| 31.9
|
104
| 39
|
Female
|
Asia
|
High
|
Bachelor
|
Full-time Employee
| 5.13
| 126
| 518
| 0
| 169
| 4
| 7.114112
| 3.049698
| 5.517598
| 4
| 3.896892
| 7.1
| 29
| 0
|
Tablet
| 57
| 35.5
|
105
| 17
|
Male
|
Asia
|
Lower-Mid
|
High School
|
Student
| 3.95
| 80
| 1,105
| 151
| 0
| 2
| 6.024606
| 2.760821
| 4
| 7
| 3.084811
| 7.8
| 0
| 0
|
Tablet
| 65.299301
| 41.6
|
106
| 20
|
Female
|
Europe
|
Low
|
High School
|
Part-time/Shift
| 2.74
| 41
| 96
| 62
| 43
| 4
| 6.085234
| 3.043777
| 4.682835
| 3
| 3.112982
| 9.9
| 81
| 0
|
Android
| 65.299301
| 9.8
|
107
| 43
|
Female
|
Europe
|
Upper-Mid
|
Bachelor
|
Part-time/Shift
| 9.43
| 209
| 337
| 82
| 19
| 2
| 6.349469
| 2.895315
| 7.577693
| 15
| 3.289319
| 6.1
| 38
| 0
|
Android
| 84
| 47.8
|
108
| 15
|
Female
|
Africa
|
Low
|
High School
|
Student
| 8.2
| 139
| 740
| 353
| 183
| 5
| 4.638497
| 3.143905
| 6.863509
| 14
| 9.86166
| 3.9
| 0
| 0
|
Laptop
| 67
| 47.1
|
109
| 24
|
Male
|
South America
|
Upper-Mid
|
Bachelor
|
Student
| 2.46
| 61
| 305
| 122
| 186
| 6
| 7.65599
| 3.133489
| 4
| 0
| 1
| 9.6
| 52
| 0
|
Laptop
| 68
| 16.6
|
110
| 19
|
Male
|
Europe
|
Low
|
Bachelor
|
Unemployed_Looking
| 8.04
| 225
| 929
| 47
| 28
| 5
| 8.06857
| 3.14305
| 4
| 6
| 3.646179
| 9.8
| 0
| 0
|
iPhone
| 64
| 59.2
|
111
| 17
|
Female
|
Asia
|
Low
|
High School
|
Part-time/Shift
| 2.88
| 56
| 158
| 131
| 159
| 4
| 7.372742
| 2.999853
| 7.745852
| 1
| 4.867763
| 8.4
| 57
| 0
|
Tablet
| 46
| 13.4
|
112
| 30
|
Female
|
Asia
|
Low
|
Master
|
Full-time Employee
| 3.68
| 82
| 424
| 56
| 186
| 0
| 9.835491
| 2.691763
| 8.402754
| 0
| 4.319221
| 8.6
| 53
| 0
|
Laptop
| 65
| 24.9
|
113
| 24
|
Male
|
Africa
|
Upper-Mid
|
Bachelor
|
Unemployed_Looking
| 14.82
| 310
| 176
| 197
| 47
| 3
| 6.255626
| 3.007937
| 4
| 19
| 10
| 4.5
| 42
| 1
|
Tablet
| 66
| 63.8
|
114
| 23
|
Female
|
North America
|
Low
|
Bachelor
|
Part-time/Shift
| 4.85
| 101
| 137
| 611
| 0
| 2
| 7.136412
| 2.992861
| 7.14981
| 2
| 5.104597
| 8
| 13
| 1
|
Android
| 90
| 20.6
|
115
| 24
|
Female
|
Middle East
|
Upper-Mid
|
Bachelor
|
Student
| 13.09
| 279
| 283
| 176
| 170
| 2
| 5.918663
| 2.894724
| 7.227227
| 18
| 8.93979
| 0.9
| 42
| 1
|
iPhone
| 63
| 59.9
|
116
| 24
|
Male
|
South America
|
Low
|
Bachelor
|
Student
| 9.17
| 211
| 301
| 169
| 117
| 3
| 6.979786
| 2.931186
| 4
| 9
| 3.068161
| 7.1
| 41
| 0
|
Tablet
| 68
| 45.2
|
117
| 26
|
Female
|
Asia
|
Low
|
Bachelor
|
Full-time Employee
| 4.91
| 98
| 166
| 77
| 246
| 1
| 8.092798
| 2.821705
| 7.467067
| 6
| 7.293798
| 9.2
| 35
| 0
|
Tablet
| 65
| 22.3
|
118
| 21
|
Male
|
Africa
|
Low
|
High School
|
Full-time Employee
| 13.82
| 304
| 397
| 35
| 146
| 7
| 5.11567
| 3.33853
| 4
| 21
| 4.73938
| 5.7
| 37
| 1
|
Laptop
| 53
| 66.6
|
119
| 21
|
Male
|
Europe
|
Lower-Mid
|
Bachelor
|
Full-time Employee
| 16.51
| 261
| 257
| 83
| 146
| 4
| 6.078185
| 3.082975
| 4
| 20
| 9.867702
| 0.3
| 45
| 1
|
iPhone
| 76
| 65.2
|
120
| 24
|
Female
|
North America
|
Upper-Mid
|
Bachelor
|
Full-time Employee
| 5.62
| 72
| 429
| 153
| 26
| 6
| 8.403295
| 3.34885
| 4.637871
| 1
| 4.648128
| 7.4
| 33
| 0
|
iPhone
| 73
| 28
|
121
| 21
|
Male
|
South America
|
Upper-Mid
|
Bachelor
|
Full-time Employee
| 3.31
| 67
| 396
| 52
| 0
| 5
| 8.322897
| 3.096043
| 4
| 0
| 2.609855
| 9.8
| 50
| 0
|
Android
| 73
| 21
|
122
| 44
|
Female
|
Africa
|
High
|
Bachelor
|
Unemployed_Looking
| 5.88
| 152
| 284
| 18
| 173
| 5
| 8.008175
| 3.144421
| 8.559913
| 11
| 3.800768
| 5.9
| 55
| 1
|
Android
| 65.299301
| 34.1
|
123
| 25
|
Male
|
Europe
|
Lower-Mid
|
Bachelor
|
Full-time Employee
| 10.01
| 120
| 249
| 21
| 240
| 3
| 6.862038
| 3.049486
| 5
| 11
| 3.109368
| 7.3
| 61
| 0
|
Tablet
| 79
| 37.8
|
124
| 29
|
Female
|
Middle East
|
Low
|
Bachelor
|
Part-time/Shift
| 6.92
| 206
| 511
| 272
| 102
| 1
| 7.963667
| 2.886579
| 9.690949
| 8
| 2.201364
| 5.7
| 9
| 0
|
Laptop
| 51
| 45.7
|
125
| 34
|
Female
|
Europe
|
High
|
Bachelor
|
Full-time Employee
| 8.33
| 141
| 66
| 72
| 64
| 2
| 7.092822
| 2.794652
| 8.497782
| 9
| 10
| 0.5
| 81
| 0
|
iPhone
| 71
| 32
|
126
| 30
|
Female
|
Middle East
|
Lower-Mid
|
Master
|
Full-time Employee
| 3.22
| 91
| 146
| 83
| 0
| 6
| 9.20429
| 3.211526
| 6.643073
| 7
| 1.697213
| 6.418568
| 76
| 0
|
Laptop
| 87
| 16.9
|
127
| 26
|
Male
|
North America
|
Lower-Mid
|
Bachelor
|
Full-time Employee
| 11.65
| 262
| 509
| 272
| 77
| 5
| 6.1738
| 3.206036
| 4
| 15
| 4.836013
| 7.3
| 0
| 0
|
iPhone
| 55
| 61.2
|
128
| 34
|
Male
|
Africa
|
Low
|
PhD
|
Full-time Employee
| 8.96
| 184
| 148
| 382
| 0
| 3
| 6.735328
| 3.116573
| 4
| 14
| 1
| 7.4
| 60
| 0
|
Android
| 59
| 39.6
|
129
| 24
|
Female
|
Africa
|
Lower-Mid
|
Bachelor
|
Part-time/Shift
| 3.53
| 81
| 146
| 157
| 44
| 3
| 7.69215
| 3.00723
| 8.163609
| 3
| 1
| 9.1
| 58
| 0
|
Tablet
| 66
| 16.8
|
130
| 15
|
Male
|
Africa
|
Low
|
High School
|
Student
| 4.25
| 104
| 253
| 238
| 52
| 3
| 8.193241
| 2.953647
| 4
| 3
| 9.878934
| 0.5
| 45
| 0
|
iPhone
| 60
| 22.6
|
131
| 26
|
Female
|
Asia
|
Low
|
Bachelor
|
Full-time Employee
| 6.44
| 175
| 264
| 72
| 72
| 5
| 8.047326
| 3.08135
| 8.51868
| 9
| 9.87975
| 2.6
| 49
| 0
|
Tablet
| 49
| 35.4
|
132
| 41
|
Female
|
Asia
|
Upper-Mid
|
Bachelor
|
Full-time Employee
| 4.85
| 80
| 398
| 489
| 32
| 2
| 9.277546
| 3.003093
| 7.132213
| 2
| 1
| 9.7
| 0
| 0
|
Android
| 66
| 27.9
|
133
| 28
|
Female
|
Asia
|
Lower-Mid
|
Master
|
Full-time Employee
| 14.73
| 297
| 268
| 59
| 203
| 6
| 4.683555
| 3.248131
| 7.585277
| 18
| 6.826484
| 2.2
| 55
| 0
|
Tablet
| 54
| 36.684152
|
134
| 27
|
Female
|
Asia
|
Upper-Mid
|
Bachelor
|
Unemployed_Looking
| 4.43
| 58
| 255
| 107
| 88
| 7
| 6.69307
| 3.249176
| 5.089261
| 0
| 4.529631
| 9.5
| 50
| 0
|
Android
| 70
| 19.9
|
135
| 17
|
Female
|
Asia
|
Lower-Mid
|
High School
|
Student
| 4.85
| 119
| 172
| 194
| 0
| 1
| 7.069932
| 2.802113
| 7.388175
| 9
| 10
| 6.418568
| 61
| 0
|
Laptop
| 56
| 23.5
|
136
| 31
|
Female
|
Africa
|
Low
|
Master
|
Part-time/Shift
| 11.11
| 192
| 26
| 89
| 28
| 3
| 6.439752
| 2.98755
| 5.605978
| 18
| 1.082385
| 8.2
| 87
| 0
|
Tablet
| 80
| 41.4
|
137
| 30
|
Female
|
Asia
|
Lower-Mid
|
Master
|
Part-time/Shift
| 4.38
| 67
| 113
| 562
| 102
| 1
| 8.372309
| 2.839461
| 6.008582
| 10
| 10
| 0
| 20
| 0
|
iPhone
| 57
| 17.6
|
138
| 33
|
Female
|
Africa
|
Low
|
Bachelor
|
Full-time Employee
| 10.36
| 160
| 645
| 136
| 84
| 3
| 7.282211
| 2.927059
| 5.511568
| 22
| 2.968056
| 5.8
| 0
| 0
|
Tablet
| 62
| 53.3
|
139
| 31
|
Female
|
Asia
|
Lower-Mid
|
Bachelor
|
Full-time Employee
| 15.36
| 300
| 236
| 270
| 79
| 6
| 5.03153
| 3.180985
| 6.42451
| 21
| 7.526382
| 2.3
| 54
| 1
|
Laptop
| 73
| 66.2
|
140
| 28
|
Female
|
Europe
|
Lower-Mid
|
Bachelor
|
Full-time Employee
| 7.52
| 167
| 76
| 178
| 141
| 4
| 6.586396
| 2.969278
| 6.965038
| 14
| 1.958523
| 9.9
| 54
| 0
|
Laptop
| 53
| 32.6
|
141
| 22
|
Male
|
Asia
|
Low
|
Bachelor
|
Part-time/Shift
| 9.51
| 201
| 265
| 53
| 79
| 1
| 5.516536
| 2.864259
| 4
| 8
| 10
| 0
| 50
| 1
|
iPhone
| 67
| 44
|
142
| 42
|
Female
|
South America
|
Upper-Mid
|
High School
|
Full-time Employee
| 8.91
| 171
| 316
| 114
| 155
| 4
| 6.819031
| 3.034844
| 6.249367
| 10
| 9.885433
| 7.6
| 37
| 0
|
iPhone
| 78
| 42.9
|
143
| 29
|
Female
|
Middle East
|
Upper-Mid
|
Master
|
Full-time Employee
| 14.34
| 285
| 134
| 61
| 64
| 2
| 6.038299
| 2.915472
| 9.336605
| 22
| 7.204908
| 3.5
| 81
| 0
|
iPhone
| 49
| 60.4
|
144
| 30
|
Female
|
Middle East
|
Low
|
High School
|
Full-time Employee
| 7
| 127
| 132
| 395
| 196
| 3
| 8.222191
| 3.043153
| 6.739743
| 6
| 1
| 8.7
| 41
| 0
|
Android
| 67
| 29.1
|
145
| 38
|
Male
|
South America
|
High
|
Bachelor
|
Unemployed_Looking
| 12.8
| 125
| 341
| 25
| 49
| 5
| 4.116071
| 3.142803
| 4
| 21
| 4.718718
| 3.7
| 51
| 0
|
iPhone
| 68
| 36.684152
|
146
| 22
|
Female
|
South America
|
Low
|
Bachelor
|
Student
| 11.68
| 250
| 115
| 94
| 0
| 1
| 5.156693
| 2.806623
| 7.282865
| 16
| 10
| 1.7
| 63
| 1
|
Tablet
| 73
| 49.4
|
147
| 39
|
Male
|
North America
|
Upper-Mid
|
Master
|
Part-time/Shift
| 14.65
| 178
| 222
| 100
| 125
| 3
| 7.894928
| 2.981736
| 4
| 19
| 9.946962
| 3.8
| 43
| 1
|
Android
| 53
| 55.1
|
148
| 40
|
Male
|
Middle East
|
Low
|
Bachelor
|
Caregiver/Home
| 11.29
| 221
| 343
| 183
| 207
| 2
| 7.902006
| 2.895315
| 4
| 9
| 5.335233
| 7.2
| 30
| 0
|
iPhone
| 52
| 54
|
149
| 23
|
Male
|
Europe
|
Upper-Mid
|
Master
|
Part-time/Shift
| 11.53
| 153
| 769
| 412
| 260
| 1
| 6.007067
| 2.874579
| 5
| 16
| 8.308127
| 4.9
| 0
| 1
|
iPhone
| 70
| 57.6
|
150
| 35
|
Female
|
Africa
|
Upper-Mid
|
High School
|
Part-time/Shift
| 10.96
| 217
| 282
| 205
| 80
| 4
| 5.245645
| 3.067467
| 5.090673
| 15
| 5.945856
| 3.6
| 18
| 0
|
Android
| 68
| 50.4
|
151
| 22
|
Male
|
Africa
|
Low
|
High School
|
Student
| 10.59
| 133
| 433
| 91
| 0
| 5
| 7.080024
| 3.10459
| 4
| 14
| 1
| 8.4
| 30
| 0
|
Android
| 68
| 45.1
|
152
| 27
|
Male
|
Asia
|
Upper-Mid
|
Bachelor
|
Part-time/Shift
| 6.15
| 138
| 530
| 104
| 0
| 7
| 7.864721
| 3.343971
| 4
| 6
| 1
| 10
| 37
| 0
|
iPhone
| 68
| 37.9
|
153
| 34
|
Male
|
North America
|
Lower-Mid
|
Bachelor
|
Full-time Employee
| 8.4
| 148
| 133
| 303
| 61
| 3
| 7.059706
| 3.033565
| 4
| 6
| 4.130655
| 8.8
| 41
| 0
|
Android
| 58
| 34.9
|
154
| 18
|
Female
|
Europe
|
Lower-Mid
|
Bachelor
|
Student
| 10.22
| 235
| 837
| 103
| 103
| 4
| 4.802916
| 2.985008
| 4.918269
| 15
| 4.891519
| 3.2
| 0
| 0
|
iPhone
| 67
| 62.8
|
155
| 34
|
Female
|
Asia
|
Upper-Mid
|
Bachelor
|
Unemployed_Looking
| 8.41
| 152
| 245
| 57
| 0
| 2
| 8.230926
| 2.968795
| 5.936793
| 10
| 1
| 9.7
| 48
| 0
|
iPhone
| 68
| 37.8
|
156
| 16
|
Female
|
Middle East
|
Low
|
High School
|
Student
| 6.03
| 102
| 252
| 235
| 191
| 7
| 8.872553
| 3.309815
| 8.818173
| 1
| 1
| 8.7
| 39
| 0
|
iPhone
| 58
| 26.7
|
157
| 34
|
Female
|
North America
|
Low
|
High School
|
Full-time Employee
| 15.3
| 239
| 241
| 108
| 29
| 7
| 6.466895
| 3.305742
| 8.792501
| 16
| 9.766441
| 8.4
| 41.5986
| 1
|
Laptop
| 84
| 61
|
158
| 14
|
Female
|
Asia
|
Lower-Mid
|
High School
|
Student
| 4.93
| 153
| 323
| 178
| 107
| 1
| 9.355433
| 2.862602
| 5.891701
| 6
| 1
| 8.1
| 42
| 0
|
Android
| 70
| 29.7
|
159
| 29
|
Male
|
North America
|
Low
|
High School
|
Unemployed_Looking
| 3.51
| 82
| 138
| 383
| 48
| 4
| 7.300891
| 3.023576
| 4
| 4
| 5.030411
| 7.1
| 60
| 0
|
Tablet
| 53
| 17.5
|
160
| 28
|
Male
|
Africa
|
Low
|
Bachelor
|
Part-time/Shift
| 7.14
| 167
| 196
| 126
| 63
| 3
| 5.909741
| 3.019749
| 4
| 6
| 1.990527
| 8.9
| 65
| 0
|
Laptop
| 72
| 34.2
|
161
| 17
|
Female
|
Asia
|
Lower-Mid
|
High School
|
Student
| 3.48
| 67
| 107
| 56
| 86
| 3
| 9.250985
| 2.953202
| 8.755395
| 4
| 4.12193
| 9.1
| 61
| 0
|
Laptop
| 55
| 14.2
|
162
| 17
|
Female
|
Europe
|
Lower-Mid
|
High School
|
Student
| 10.23
| 242
| 159
| 222
| 0
| 3
| 6.51254
| 2.898293
| 7.306545
| 16
| 10
| 6.5
| 51
| 1
|
Tablet
| 73
| 45.8
|
163
| 21
|
Female
|
Europe
|
Lower-Mid
|
Bachelor
|
Student
| 7.34
| 142
| 125
| 89
| 156
| 0
| 6.961073
| 2.682499
| 8.187052
| 9
| 10
| 2.9
| 98
| 0
|
Laptop
| 77
| 29.9
|
164
| 22
|
Female
|
Europe
|
Upper-Mid
|
Bachelor
|
Part-time/Shift
| 11.81
| 304
| 145
| 114
| 158
| 1
| 4.947946
| 2.840622
| 5.856133
| 16
| 10
| 1.4
| 59
| 1
|
Android
| 65.299301
| 55.4
|
165
| 23
|
Female
|
Europe
|
Upper-Mid
|
Bachelor
|
Student
| 15.15
| 309
| 284
| 321
| 103
| 7
| 5.523391
| 3.244306
| 7.847046
| 12
| 4.527806
| 3.9
| 40
| 1
|
Android
| 75
| 66.9
|
166
| 23
|
Male
|
Asia
|
Low
|
Bachelor
|
Student
| 6.13
| 151
| 387
| 95
| 174
| 4
| 7.865601
| 3.132429
| 4
| 9
| 1
| 9.4
| 49
| 0
|
Tablet
| 69
| 34.9
|
167
| 15
|
Female
|
Africa
|
Low
|
High School
|
Student
| 6.76
| 164
| 331
| 124
| 90
| 6
| 6.3306
| 3.271158
| 8.064911
| 4
| 1.752781
| 8.9
| 47
| 0
|
Android
| 73
| 35.2
|
168
| 24
|
Male
|
Asia
|
Upper-Mid
|
Bachelor
|
Part-time/Shift
| 11.02
| 231
| 313
| 122
| 39
| 3
| 7.423249
| 3.038712
| 4
| 13
| 8.07888
| 4.9
| 44
| 1
|
Laptop
| 84
| 51
|
169
| 22
|
Male
|
Europe
|
High
|
Bachelor
|
Student
| 12.48
| 224
| 417
| 170
| 90
| 3
| 4.766006
| 2.978279
| 4
| 16
| 7.001217
| 6
| 12
| 0
|
Laptop
| 63
| 57
|
170
| 35
|
Female
|
Africa
|
Upper-Mid
|
Bachelor
|
Part-time/Shift
| 11.85
| 222
| 204
| 37
| 67
| 3
| 6.011102
| 2.984933
| 7.248963
| 15
| 4.204181
| 6.3
| 67
| 0
|
Tablet
| 57
| 51.3
|
171
| 27
|
Male
|
Europe
|
Upper-Mid
|
PhD
|
Full-time Employee
| 3.32
| 133
| 885
| 100
| 116
| 5
| 7.077577
| 3.072124
| 4
| 5
| 9.720659
| 6
| 0
| 1
|
iPhone
| 56
| 36.684152
|
172
| 30
|
Male
|
Africa
|
Upper-Mid
|
Bachelor
|
Part-time/Shift
| 4.65
| 103
| 210
| 14
| 0
| 5
| 6.694739
| 3.181599
| 4
| 7
| 1
| 9.7
| 68
| 0
|
Android
| 57
| 23.8
|
173
| 33
|
Male
|
North America
|
Upper-Mid
|
Bachelor
|
Unemployed_Looking
| 4.64
| 113
| 127
| 126
| 27
| 0
| 7.075496
| 2.751378
| 5
| 7
| 1
| 8.5
| 72
| 0
|
iPhone
| 64
| 22.6
|
174
| 29
|
Female
|
Asia
|
Low
|
Bachelor
|
Full-time Employee
| 3.68
| 68
| 181
| 181
| 154
| 6
| 7.318518
| 3.24006
| 5.84981
| 7
| 4.869812
| 8.7
| 67
| 0
|
Laptop
| 68
| 17.4
|
175
| 16
|
Female
|
Europe
|
Low
|
High School
|
Part-time/Shift
| 7.06
| 142
| 90
| 385
| 88
| 5
| 7.128621
| 3.216225
| 5.153544
| 10
| 2.697196
| 9.9
| 57
| 0
|
Laptop
| 68
| 28.2
|
176
| 32
|
Female
|
North America
|
Lower-Mid
|
High School
|
Unemployed_Looking
| 7.71
| 65
| 116
| 516
| 91
| 4
| 8.900078
| 4.021627
| 4.362136
| 10
| 5.86126
| 7.1
| 48
| 0
|
Laptop
| 73
| 25.1
|
177
| 24
|
Female
|
Africa
|
High
|
Bachelor
|
Full-time Employee
| 14.11
| 304
| 513
| 119
| 201
| 5
| 4.967213
| 3.125503
| 24.378365
| 18
| 7.943609
| 1.3
| 41
| 1
|
Tablet
| 65
| 70.3
|
178
| 40
|
Male
|
Europe
|
High
|
PhD
|
Unemployed_Looking
| 7.22
| 125
| 114
| 84
| 255
| 6
| 6.216192
| 2.228028
| 2
| 6
| 1
| 9.9
| 66
| 0
|
Laptop
| 80
| 29.6
|
179
| 19
|
Male
|
Asia
|
Lower-Mid
|
Bachelor
|
Full-time Employee
| 6.39
| 141
| 358
| 284
| 88
| 6
| 7.170252
| 3.164923
| 2
| 8
| 4.589224
| 8.7
| 27
| 0
|
Android
| 62
| 33.7
|
180
| 41
|
Female
|
Europe
|
High
|
Bachelor
|
Part-time/Shift
| 8.77
| 94
| 307
| 40
| 5
| 5
| 8.709586
| 2.12243
| 9.00607
| 11
| 1
| 7.8
| 53
| 0
|
iPhone
| 92
| 35.3
|
181
| 21
|
Male
|
Europe
|
Lower-Mid
|
Bachelor
|
Student
| 4.8
| 121
| 162
| 131
| 0
| 2
| 9.70385
| 4.916803
| 4
| 1
| 1
| 9.8
| 50
| 0
|
iPhone
| 71
| 23.2
|
182
| 33
|
Female
|
North America
|
Lower-Mid
|
Bachelor
|
Part-time/Shift
| 6.5
| 124
| 192
| 15
| 278
| 7
| 7.040865
| 2.275308
| 5
| 12
| 3.738606
| 9
| 70
| 1
|
Android
| 56
| 29.8
|
183
| 28
|
Female
|
South America
|
High
|
High School
|
Full-time Employee
| 7.85
| 147
| 301
| 157
| 294
| 0
| 6.129958
| 2.797836
| 9.775462
| 11
| 9.341997
| 8.8
| 41.5986
| 0
|
iPhone
| 54
| 37.4
|
184
| 20
|
Male
|
South America
|
Lower-Mid
|
Bachelor
|
Student
| 9.03
| 215
| 476
| 161
| 7
| 2
| 6.214215
| 1.81661
| 7
| 22
| 1.095133
| 7.2
| 22
| 0
|
Android
| 70
| 49.2
|
185
| 15
|
Male
|
Europe
|
Low
|
High School
|
Part-time/Shift
| 1.87
| 66
| 225
| 269
| 76
| 1
| 8.537631
| 3.86841
| 5
| 7
| 10
| 6.2
| 36
| 0
|
iPhone
| 63
| 12.9
|
186
| 28
|
Female
|
South America
|
Low
|
Bachelor
|
Part-time/Shift
| 6.03
| 118
| 593
| 145
| 83
| 3
| 7.859059
| 2.0051
| 4.937253
| 2
| 7.074847
| 8.2
| 13
| 1
|
iPhone
| 72
| 37.5
|
187
| 38
|
Female
|
Europe
|
Low
|
Bachelor
|
Part-time/Shift
| 4.52
| 80
| 607
| 90
| 90
| 4
| 7.216386
| 4.023484
| 0.952193
| 3
| 1.966066
| 8.7
| 14
| 0
|
iPhone
| 70
| 32
|
188
| 20
|
Male
|
South America
|
Low
|
High School
|
Student
| 15.44
| 308
| 460
| 107
| 159
| 1
| 5.774954
| 1
| 21
| 17
| 8.236066
| 8.5
| 8
| 1
|
Tablet
| 64
| 72.1
|
189
| 38
|
Male
|
Africa
|
High
|
High School
|
Full-time Employee
| 5.59
| 93
| 259
| 135
| 149
| 2
| 7.379251
| 2.788142
| 2
| 8
| 9.987385
| 2.3
| 47
| 0
|
Laptop
| 57
| 27.2
|
190
| 15
|
Male
|
Europe
|
Lower-Mid
|
High School
|
Student
| 4.62
| 140
| 1,196
| 148
| 232
| 2
| 6.750925
| 1.852397
| 2
| 2
| 7.070383
| 4.7
| 0
| 0
|
Laptop
| 50
| 50.9
|
191
| 17
|
Male
|
Middle East
|
Lower-Mid
|
High School
|
Student
| 7.18
| 159
| 548
| 502
| 66
| 1
| 6.33807
| 2.86463
| 4
| 7
| 9.363927
| 6.7
| 0
| 0
|
Laptop
| 61
| 41.9
|
192
| 30
|
Male
|
Middle East
|
Low
|
Master
|
Full-time Employee
| 8.16
| 138
| 1,203
| 154
| 71
| 3
| 6.924357
| 2.969236
| 4
| 8
| 10
| 2.4
| 0
| 0
|
Android
| 74
| 59.8
|
193
| 16
|
Male
|
North America
|
Low
|
High School
|
Student
| 8.02
| 121
| 216
| 83
| 196
| 4
| 7.644014
| 2.110074
| 6
| 14
| 4.904965
| 6.3
| 72
| 0
|
iPhone
| 67
| 31.9
|
194
| 46
|
Female
|
Middle East
|
Low
|
Bachelor
|
Unemployed_Looking
| 4.85
| 116
| 182
| 13
| 120
| 3
| 7.957043
| 3.941047
| 5.889286
| 5
| 1.126733
| 1.8
| 61
| 0
|
Laptop
| 53
| 26.2
|
195
| 27
|
Female
|
North America
|
Lower-Mid
|
Bachelor
|
Unemployed_Looking
| 5.17
| 95
| 485
| 149
| 88
| 1
| 7.609198
| 2.847626
| 5.855894
| 2
| 1.159896
| 2.5
| 9
| 0
|
Android
| 67
| 30.8
|
196
| 24
|
Female
|
Asia
|
Upper-Mid
|
Bachelor
|
Student
| 5.31
| 74
| 73
| 385
| 34
| 1
| 7.923143
| 1.776396
| 4.653807
| 14
| 1
| 8.8
| 52
| 0
|
Laptop
| 65.299301
| 18.5
|
197
| 39
|
Male
|
Europe
|
High
|
Master
|
Caregiver/Home
| 4.73
| 92
| 347
| 61
| 40
| 4
| 9.410588
| 2.003646
| 7
| 8
| 6.941787
| 8.6
| 48
| 0
|
iPhone
| 56
| 27.4
|
198
| 26
|
Female
|
Europe
|
Upper-Mid
|
Master
|
Part-time/Shift
| 11.04
| 234
| 325
| 250
| 188
| 5
| 7.300526
| 3.126453
| 17.685883
| 14
| 4.788944
| 4.4
| 37
| 0
|
Laptop
| 67
| 52.3
|
199
| 30
|
Female
|
South America
|
Lower-Mid
|
Bachelor
|
Full-time Employee
| 4.04
| 78
| 504
| 154
| 82
| 5
| 8.771464
| 3.098561
| 6.65152
| 8
| 6.832315
| 1
| 25
| 0
|
Laptop
| 65.299301
| 27.5
|
200
| 31
|
Female
|
Africa
|
Low
|
Bachelor
|
Part-time/Shift
| 3.59
| 91
| 222
| 177
| 328
| 5
| 8.813515
| 3.054669
| 3.394585
| 4
| 9.809238
| 4.6
| 41.5986
| 0
|
Laptop
| 54
| 20.8
|
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