Age
int64 18
60
| Attrition
stringclasses 2
values | BusinessTravel
stringclasses 3
values | DailyRate
int64 100
1.5k
| Department
stringclasses 6
values | DistanceFromHome
int64 1
50
| Education
int64 1
5
| EducationField
stringclasses 6
values | EmployeeCount
int64 1
1
| EmployeeNumber
int64 1
5k
| EnvironmentSatisfaction
int64 1
4
| Gender
stringclasses 2
values | HourlyRate
int64 30
200
| JobInvolvement
int64 1
4
| JobLevel
int64 1
5
| JobRole
stringclasses 10
values | JobSatisfaction
int64 1
4
| MaritalStatus
stringclasses 3
values | MonthlyIncome
int64 1k
51k
| MonthlyRate
int64 1.05k
1.5M
| NumCompaniesWorked
int64 0
8
| Over18
stringclasses 1
value | OverTime
stringclasses 2
values | PercentSalaryHike
int64 0
49
| PerformanceRating
int64 1
4
| RelationshipSatisfaction
int64 1
4
| StandardHours
int64 80
80
| StockOptionLevel
int64 1
4
| TotalWorkingYears
int64 1
40
| TrainingTimesLastYear
int64 1
6
| WorkLifeBalance
int64 1
4
| YearsAtCompany
int64 1
40
| YearsInCurrentRole
int64 1
35
| YearsSinceLastPromotion
int64 1
39
| YearsWithCurrManager
int64 1
40
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
26
|
Yes
|
Non-Travel
| 1,492
|
Sales
| 33
| 3
|
Medical
| 1
| 4,401
| 3
|
Female
| 128
| 1
| 3
|
Sales Executive
| 1
|
Single
| 24,866
| 198,928
| 3
|
Y
|
Yes
| 24
| 4
| 2
| 80
| 3
| 23
| 3
| 1
| 4
| 2
| 1
| 1
|
52
|
Yes
|
Travel_Frequently
| 1,470
|
Human Resources
| 19
| 5
|
Life Sciences
| 1
| 4,402
| 2
|
Female
| 187
| 2
| 2
|
Developer
| 4
|
Divorced
| 11,174
| 178,784
| 8
|
Y
|
No
| 34
| 2
| 1
| 80
| 2
| 29
| 2
| 1
| 23
| 6
| 20
| 4
|
44
|
Yes
|
Non-Travel
| 1,261
|
Sales
| 4
| 4
|
Human Resources
| 1
| 4,403
| 1
|
Male
| 187
| 4
| 3
|
Sales Executive
| 2
|
Divorced
| 31,351
| 376,212
| 3
|
Y
|
No
| 18
| 3
| 3
| 80
| 2
| 24
| 3
| 1
| 21
| 8
| 1
| 21
|
44
|
No
|
Travel_Rarely
| 436
|
Sales
| 33
| 1
|
Other
| 1
| 4,404
| 1
|
Male
| 184
| 1
| 3
|
Research Director
| 3
|
Divorced
| 22,486
| 44,972
| 2
|
Y
|
Yes
| 4
| 4
| 1
| 80
| 3
| 32
| 2
| 4
| 29
| 22
| 28
| 15
|
28
|
No
|
Non-Travel
| 1,403
|
Human Resources
| 47
| 3
|
Technical Degree
| 1
| 4,405
| 3
|
Female
| 45
| 4
| 5
|
Healthcare Representative
| 4
|
Single
| 41,567
| 1,163,876
| 1
|
Y
|
Yes
| 41
| 1
| 1
| 80
| 1
| 23
| 5
| 3
| 23
| 23
| 18
| 21
|
33
|
No
|
Travel_Rarely
| 661
|
Hardware
| 46
| 2
|
Medical
| 1
| 4,406
| 4
|
Female
| 181
| 1
| 3
|
Research Director
| 4
|
Married
| 19,833
| 376,827
| 4
|
Y
|
Yes
| 8
| 2
| 2
| 80
| 3
| 21
| 2
| 3
| 8
| 8
| 8
| 2
|
37
|
No
|
Travel_Frequently
| 716
|
Support
| 38
| 1
|
Technical Degree
| 1
| 4,407
| 4
|
Male
| 179
| 1
| 4
|
Manufacturing Director
| 1
|
Single
| 14,933
| 238,928
| 0
|
Y
|
No
| 49
| 2
| 1
| 80
| 4
| 36
| 3
| 4
| 14
| 6
| 4
| 3
|
58
|
No
|
Travel_Rarely
| 191
|
Software
| 27
| 5
|
Other
| 1
| 4,408
| 2
|
Female
| 92
| 3
| 4
|
Sales Representative
| 1
|
Single
| 21,510
| 516,240
| 5
|
Y
|
Yes
| 14
| 1
| 2
| 80
| 4
| 9
| 5
| 4
| 2
| 1
| 1
| 2
|
40
|
Yes
|
Travel_Frequently
| 381
|
Software
| 25
| 2
|
Technical Degree
| 1
| 4,409
| 4
|
Female
| 41
| 4
| 4
|
Sales Representative
| 1
|
Single
| 15,288
| 107,016
| 6
|
Y
|
No
| 18
| 1
| 2
| 80
| 3
| 31
| 2
| 4
| 3
| 2
| 3
| 1
|
51
|
No
|
Travel_Frequently
| 1,240
|
Software
| 14
| 5
|
Marketing
| 1
| 4,410
| 3
|
Female
| 130
| 1
| 1
|
Healthcare Representative
| 3
|
Married
| 7,231
| 36,155
| 3
|
Y
|
No
| 29
| 1
| 1
| 80
| 1
| 31
| 2
| 3
| 3
| 2
| 2
| 3
|
34
|
Yes
|
Travel_Frequently
| 876
|
Support
| 34
| 3
|
Life Sciences
| 1
| 4,411
| 2
|
Male
| 117
| 4
| 3
|
Sales Executive
| 3
|
Married
| 48,368
| 725,520
| 0
|
Y
|
No
| 29
| 3
| 4
| 80
| 3
| 27
| 3
| 3
| 16
| 9
| 3
| 2
|
30
|
Yes
|
Travel_Frequently
| 1,199
|
Sales
| 29
| 1
|
Marketing
| 1
| 4,412
| 2
|
Female
| 47
| 1
| 2
|
Research Director
| 2
|
Divorced
| 44,175
| 530,100
| 7
|
Y
|
Yes
| 4
| 4
| 3
| 80
| 1
| 37
| 6
| 4
| 17
| 15
| 14
| 4
|
40
|
Yes
|
Travel_Rarely
| 1,140
|
Hardware
| 6
| 3
|
Other
| 1
| 4,413
| 1
|
Male
| 193
| 3
| 5
|
Healthcare Representative
| 2
|
Married
| 29,167
| 787,509
| 0
|
Y
|
No
| 26
| 1
| 1
| 80
| 3
| 8
| 3
| 4
| 1
| 1
| 1
| 1
|
35
|
Yes
|
Travel_Frequently
| 1,358
|
Software
| 24
| 1
|
Other
| 1
| 4,414
| 4
|
Male
| 194
| 1
| 2
|
Research Scientist
| 2
|
Single
| 28,077
| 224,616
| 7
|
Y
|
Yes
| 16
| 4
| 3
| 80
| 1
| 36
| 2
| 1
| 30
| 30
| 26
| 7
|
58
|
No
|
Travel_Rarely
| 493
|
Hardware
| 9
| 4
|
Life Sciences
| 1
| 4,415
| 3
|
Male
| 172
| 3
| 4
|
Human Resources
| 2
|
Divorced
| 2,612
| 15,672
| 8
|
Y
|
Yes
| 42
| 3
| 1
| 80
| 3
| 15
| 2
| 1
| 4
| 2
| 2
| 2
|
29
|
Yes
|
Non-Travel
| 1,385
|
Research & Development
| 15
| 2
|
Human Resources
| 1
| 4,416
| 4
|
Male
| 32
| 3
| 3
|
Manufacturing Director
| 3
|
Divorced
| 31,542
| 252,336
| 5
|
Y
|
No
| 34
| 2
| 1
| 80
| 1
| 18
| 5
| 3
| 3
| 3
| 2
| 3
|
29
|
No
|
Travel_Rarely
| 1,311
|
Hardware
| 49
| 2
|
Technical Degree
| 1
| 4,417
| 2
|
Female
| 115
| 3
| 4
|
Research Scientist
| 3
|
Single
| 3,502
| 38,522
| 5
|
Y
|
No
| 48
| 1
| 3
| 80
| 4
| 30
| 2
| 4
| 20
| 16
| 1
| 4
|
40
|
Yes
|
Travel_Frequently
| 1,269
|
Hardware
| 50
| 3
|
Human Resources
| 1
| 4,418
| 1
|
Male
| 82
| 2
| 5
|
Human Resources
| 3
|
Married
| 14,277
| 199,878
| 8
|
Y
|
No
| 42
| 1
| 3
| 80
| 4
| 3
| 2
| 3
| 3
| 3
| 3
| 3
|
57
|
No
|
Travel_Rarely
| 1,063
|
Hardware
| 12
| 1
|
Medical
| 1
| 4,419
| 1
|
Female
| 143
| 3
| 3
|
Human Resources
| 1
|
Single
| 4,138
| 24,828
| 3
|
Y
|
Yes
| 20
| 4
| 4
| 80
| 3
| 17
| 5
| 4
| 10
| 4
| 6
| 4
|
28
|
No
|
Non-Travel
| 501
|
Human Resources
| 50
| 4
|
Technical Degree
| 1
| 4,420
| 3
|
Male
| 118
| 2
| 5
|
Manufacturing Director
| 3
|
Single
| 12,418
| 235,942
| 4
|
Y
|
Yes
| 28
| 1
| 3
| 80
| 1
| 6
| 2
| 4
| 4
| 3
| 2
| 1
|
37
|
Yes
|
Non-Travel
| 426
|
Sales
| 22
| 5
|
Life Sciences
| 1
| 4,421
| 4
|
Female
| 180
| 3
| 5
|
Sales Representative
| 4
|
Single
| 10,591
| 317,730
| 2
|
Y
|
No
| 27
| 1
| 3
| 80
| 2
| 1
| 4
| 3
| 1
| 1
| 1
| 1
|
44
|
No
|
Non-Travel
| 1,468
|
Research & Development
| 46
| 3
|
Human Resources
| 1
| 4,422
| 3
|
Female
| 183
| 4
| 4
|
Sales Representative
| 4
|
Single
| 36,654
| 1,026,312
| 6
|
Y
|
Yes
| 30
| 3
| 4
| 80
| 3
| 5
| 1
| 1
| 2
| 2
| 1
| 2
|
35
|
No
|
Non-Travel
| 1,373
|
Human Resources
| 23
| 2
|
Medical
| 1
| 4,423
| 3
|
Female
| 109
| 2
| 1
|
Manufacturing Director
| 1
|
Single
| 31,032
| 31,032
| 2
|
Y
|
No
| 25
| 2
| 4
| 80
| 1
| 25
| 6
| 3
| 17
| 7
| 17
| 4
|
40
|
Yes
|
Travel_Rarely
| 546
|
Support
| 21
| 3
|
Medical
| 1
| 4,424
| 4
|
Female
| 74
| 3
| 3
|
Sales Representative
| 4
|
Divorced
| 21,321
| 255,852
| 1
|
Y
|
Yes
| 17
| 2
| 4
| 80
| 3
| 3
| 3
| 3
| 3
| 3
| 2
| 3
|
18
|
Yes
|
Travel_Frequently
| 244
|
Software
| 9
| 1
|
Human Resources
| 1
| 4,425
| 4
|
Female
| 57
| 3
| 4
|
Healthcare Representative
| 4
|
Single
| 2,080
| 22,880
| 2
|
Y
|
Yes
| 34
| 4
| 4
| 80
| 2
| 15
| 2
| 3
| 9
| 3
| 8
| 5
|
55
|
No
|
Non-Travel
| 1,182
|
Human Resources
| 7
| 5
|
Medical
| 1
| 4,426
| 1
|
Male
| 173
| 1
| 1
|
Sales Executive
| 3
|
Divorced
| 29,165
| 87,495
| 7
|
Y
|
No
| 19
| 2
| 2
| 80
| 2
| 15
| 4
| 2
| 4
| 3
| 3
| 3
|
50
|
Yes
|
Travel_Rarely
| 810
|
Hardware
| 13
| 2
|
Medical
| 1
| 4,427
| 4
|
Female
| 95
| 4
| 3
|
Research Director
| 1
|
Single
| 21,585
| 366,945
| 4
|
Y
|
No
| 47
| 2
| 3
| 80
| 2
| 40
| 4
| 3
| 22
| 7
| 14
| 6
|
25
|
No
|
Travel_Rarely
| 926
|
Software
| 28
| 3
|
Other
| 1
| 4,428
| 4
|
Male
| 55
| 1
| 4
|
Developer
| 2
|
Single
| 28,951
| 173,706
| 6
|
Y
|
No
| 16
| 1
| 3
| 80
| 4
| 39
| 5
| 3
| 12
| 11
| 1
| 6
|
19
|
No
|
Non-Travel
| 1,230
|
Sales
| 27
| 3
|
Medical
| 1
| 4,429
| 4
|
Female
| 192
| 1
| 5
|
Developer
| 4
|
Married
| 48,803
| 1,415,287
| 1
|
Y
|
No
| 43
| 4
| 4
| 80
| 3
| 8
| 4
| 3
| 3
| 2
| 3
| 3
|
58
|
No
|
Non-Travel
| 1,413
|
Human Resources
| 49
| 3
|
Human Resources
| 1
| 4,430
| 4
|
Female
| 61
| 1
| 1
|
Human Resources
| 2
|
Married
| 25,619
| 281,809
| 5
|
Y
|
Yes
| 34
| 3
| 1
| 80
| 1
| 36
| 4
| 2
| 26
| 14
| 18
| 14
|
29
|
No
|
Travel_Frequently
| 210
|
Support
| 20
| 3
|
Medical
| 1
| 4,431
| 3
|
Female
| 122
| 3
| 5
|
Healthcare Representative
| 3
|
Single
| 45,385
| 1,134,625
| 2
|
Y
|
No
| 9
| 3
| 2
| 80
| 4
| 21
| 2
| 4
| 4
| 2
| 2
| 2
|
49
|
No
|
Travel_Frequently
| 971
|
Sales
| 2
| 3
|
Other
| 1
| 4,432
| 1
|
Male
| 121
| 2
| 1
|
Manufacturing Director
| 4
|
Married
| 35,158
| 1,054,740
| 3
|
Y
|
No
| 1
| 3
| 3
| 80
| 3
| 28
| 4
| 3
| 4
| 4
| 2
| 2
|
45
|
No
|
Non-Travel
| 779
|
Sales
| 9
| 2
|
Life Sciences
| 1
| 4,433
| 3
|
Female
| 86
| 4
| 4
|
Sales Executive
| 3
|
Single
| 43,127
| 1,121,302
| 3
|
Y
|
Yes
| 25
| 2
| 4
| 80
| 3
| 17
| 3
| 4
| 11
| 4
| 8
| 6
|
55
|
No
|
Travel_Rarely
| 1,326
|
Support
| 46
| 3
|
Life Sciences
| 1
| 4,434
| 4
|
Female
| 77
| 3
| 5
|
Sales Executive
| 3
|
Single
| 8,900
| 53,400
| 4
|
Y
|
No
| 26
| 3
| 1
| 80
| 1
| 3
| 3
| 1
| 3
| 3
| 3
| 3
|
46
|
Yes
|
Non-Travel
| 264
|
Sales
| 34
| 5
|
Medical
| 1
| 4,435
| 2
|
Male
| 129
| 1
| 4
|
Manager
| 2
|
Married
| 36,914
| 1,070,506
| 7
|
Y
|
Yes
| 43
| 1
| 4
| 80
| 2
| 16
| 2
| 1
| 15
| 11
| 11
| 15
|
34
|
Yes
|
Travel_Frequently
| 1,404
|
Sales
| 19
| 5
|
Life Sciences
| 1
| 4,436
| 1
|
Male
| 153
| 1
| 5
|
Manufacturing Director
| 1
|
Divorced
| 24,412
| 537,064
| 8
|
Y
|
Yes
| 1
| 1
| 1
| 80
| 1
| 36
| 6
| 4
| 12
| 7
| 4
| 4
|
37
|
No
|
Non-Travel
| 202
|
Human Resources
| 45
| 2
|
Medical
| 1
| 4,437
| 2
|
Male
| 35
| 4
| 4
|
Manufacturing Director
| 1
|
Married
| 13,797
| 27,594
| 1
|
Y
|
No
| 44
| 3
| 2
| 80
| 2
| 18
| 4
| 1
| 7
| 3
| 1
| 7
|
34
|
Yes
|
Travel_Rarely
| 590
|
Sales
| 37
| 2
|
Other
| 1
| 4,438
| 2
|
Male
| 95
| 4
| 2
|
Human Resources
| 1
|
Divorced
| 22,681
| 272,172
| 4
|
Y
|
Yes
| 21
| 1
| 3
| 80
| 2
| 11
| 4
| 4
| 5
| 2
| 3
| 4
|
19
|
Yes
|
Travel_Rarely
| 269
|
Hardware
| 49
| 2
|
Other
| 1
| 4,439
| 2
|
Female
| 111
| 2
| 5
|
Manager
| 1
|
Married
| 41,641
| 499,692
| 1
|
Y
|
Yes
| 18
| 1
| 1
| 80
| 1
| 19
| 4
| 3
| 3
| 1
| 1
| 2
|
29
|
Yes
|
Non-Travel
| 551
|
Support
| 33
| 3
|
Marketing
| 1
| 4,440
| 2
|
Female
| 151
| 1
| 2
|
Sales Executive
| 4
|
Married
| 33,770
| 1,013,100
| 1
|
Y
|
No
| 6
| 2
| 4
| 80
| 3
| 28
| 3
| 2
| 17
| 16
| 13
| 8
|
60
|
No
|
Travel_Frequently
| 848
|
Hardware
| 36
| 5
|
Human Resources
| 1
| 4,441
| 4
|
Female
| 172
| 1
| 4
|
Manager
| 4
|
Single
| 3,279
| 72,138
| 8
|
Y
|
No
| 29
| 4
| 3
| 80
| 3
| 1
| 1
| 1
| 1
| 1
| 1
| 1
|
30
|
No
|
Travel_Rarely
| 670
|
Software
| 36
| 5
|
Other
| 1
| 4,442
| 1
|
Female
| 121
| 3
| 2
|
Sales Representative
| 2
|
Single
| 45,645
| 958,545
| 3
|
Y
|
Yes
| 29
| 4
| 3
| 80
| 4
| 34
| 4
| 2
| 3
| 1
| 2
| 1
|
22
|
No
|
Travel_Frequently
| 1,432
|
Hardware
| 20
| 4
|
Technical Degree
| 1
| 4,443
| 4
|
Male
| 125
| 1
| 5
|
Human Resources
| 1
|
Divorced
| 24,614
| 295,368
| 8
|
Y
|
Yes
| 42
| 1
| 3
| 80
| 3
| 34
| 5
| 3
| 6
| 3
| 5
| 1
|
25
|
Yes
|
Travel_Rarely
| 711
|
Human Resources
| 28
| 3
|
Marketing
| 1
| 4,444
| 2
|
Male
| 57
| 3
| 5
|
Healthcare Representative
| 1
|
Divorced
| 33,347
| 633,593
| 2
|
Y
|
Yes
| 31
| 1
| 4
| 80
| 3
| 1
| 2
| 1
| 1
| 1
| 1
| 1
|
42
|
No
|
Travel_Frequently
| 581
|
Hardware
| 17
| 1
|
Other
| 1
| 4,445
| 1
|
Male
| 74
| 1
| 2
|
Human Resources
| 4
|
Divorced
| 7,602
| 167,244
| 7
|
Y
|
Yes
| 45
| 4
| 3
| 80
| 3
| 28
| 3
| 3
| 12
| 10
| 7
| 9
|
31
|
Yes
|
Travel_Frequently
| 865
|
Software
| 11
| 4
|
Life Sciences
| 1
| 4,446
| 2
|
Male
| 139
| 1
| 5
|
Laboratory Technician
| 3
|
Divorced
| 28,206
| 423,090
| 4
|
Y
|
Yes
| 22
| 2
| 3
| 80
| 2
| 14
| 5
| 4
| 4
| 3
| 2
| 4
|
44
|
No
|
Travel_Frequently
| 723
|
Human Resources
| 43
| 5
|
Life Sciences
| 1
| 4,447
| 3
|
Male
| 171
| 3
| 5
|
Sales Executive
| 3
|
Single
| 41,554
| 1,080,404
| 8
|
Y
|
Yes
| 14
| 4
| 2
| 80
| 1
| 35
| 2
| 4
| 13
| 13
| 10
| 12
|
32
|
Yes
|
Travel_Rarely
| 873
|
Research & Development
| 22
| 2
|
Life Sciences
| 1
| 4,448
| 2
|
Male
| 138
| 4
| 5
|
Developer
| 4
|
Divorced
| 19,282
| 424,204
| 7
|
Y
|
Yes
| 2
| 4
| 3
| 80
| 3
| 32
| 4
| 1
| 6
| 6
| 3
| 3
|
29
|
No
|
Travel_Frequently
| 416
|
Hardware
| 30
| 3
|
Medical
| 1
| 4,449
| 1
|
Male
| 113
| 3
| 1
|
Manufacturing Director
| 1
|
Divorced
| 28,703
| 574,060
| 1
|
Y
|
No
| 36
| 2
| 1
| 80
| 3
| 9
| 4
| 2
| 7
| 4
| 3
| 4
|
20
|
Yes
|
Travel_Frequently
| 303
|
Sales
| 26
| 3
|
Human Resources
| 1
| 4,450
| 4
|
Female
| 176
| 4
| 3
|
Research Director
| 2
|
Single
| 41,721
| 1,209,909
| 0
|
Y
|
No
| 16
| 4
| 3
| 80
| 1
| 1
| 2
| 1
| 1
| 1
| 1
| 1
|
57
|
Yes
|
Travel_Rarely
| 478
|
Human Resources
| 38
| 1
|
Other
| 1
| 4,451
| 4
|
Male
| 115
| 3
| 4
|
Human Resources
| 2
|
Single
| 22,452
| 89,808
| 4
|
Y
|
Yes
| 3
| 4
| 4
| 80
| 4
| 12
| 4
| 1
| 7
| 2
| 6
| 1
|
39
|
Yes
|
Travel_Rarely
| 974
|
Hardware
| 40
| 2
|
Marketing
| 1
| 4,452
| 2
|
Male
| 44
| 3
| 2
|
Sales Representative
| 1
|
Single
| 19,208
| 364,952
| 2
|
Y
|
No
| 45
| 4
| 1
| 80
| 2
| 23
| 4
| 4
| 20
| 19
| 7
| 20
|
30
|
No
|
Travel_Rarely
| 288
|
Human Resources
| 24
| 5
|
Technical Degree
| 1
| 4,453
| 3
|
Female
| 120
| 4
| 1
|
Human Resources
| 3
|
Single
| 39,273
| 1,060,371
| 6
|
Y
|
No
| 28
| 1
| 4
| 80
| 2
| 19
| 5
| 2
| 12
| 1
| 1
| 10
|
24
|
Yes
|
Travel_Frequently
| 277
|
Research & Development
| 40
| 3
|
Marketing
| 1
| 4,454
| 1
|
Female
| 60
| 3
| 5
|
Manager
| 1
|
Divorced
| 40,216
| 321,728
| 0
|
Y
|
No
| 26
| 4
| 2
| 80
| 3
| 24
| 6
| 4
| 11
| 5
| 2
| 2
|
18
|
No
|
Travel_Rarely
| 154
|
Human Resources
| 48
| 2
|
Technical Degree
| 1
| 4,455
| 2
|
Male
| 166
| 3
| 5
|
Sales Executive
| 1
|
Married
| 17,658
| 211,896
| 4
|
Y
|
Yes
| 23
| 3
| 1
| 80
| 3
| 27
| 5
| 4
| 18
| 11
| 17
| 14
|
36
|
No
|
Travel_Frequently
| 922
|
Sales
| 44
| 5
|
Other
| 1
| 4,456
| 3
|
Female
| 130
| 4
| 2
|
Manager
| 3
|
Married
| 10,223
| 184,014
| 7
|
Y
|
Yes
| 41
| 2
| 3
| 80
| 2
| 20
| 6
| 4
| 20
| 17
| 18
| 15
|
41
|
No
|
Travel_Rarely
| 786
|
Sales
| 7
| 5
|
Technical Degree
| 1
| 4,457
| 1
|
Male
| 138
| 4
| 2
|
Manager
| 2
|
Married
| 10,096
| 242,304
| 2
|
Y
|
Yes
| 42
| 4
| 4
| 80
| 2
| 17
| 6
| 4
| 17
| 12
| 4
| 4
|
53
|
Yes
|
Travel_Rarely
| 1,339
|
Sales
| 25
| 2
|
Marketing
| 1
| 4,458
| 4
|
Male
| 83
| 3
| 1
|
Research Director
| 3
|
Divorced
| 34,602
| 242,214
| 0
|
Y
|
Yes
| 23
| 4
| 4
| 80
| 4
| 6
| 2
| 3
| 5
| 4
| 2
| 3
|
45
|
Yes
|
Travel_Frequently
| 1,030
|
Hardware
| 3
| 5
|
Life Sciences
| 1
| 4,459
| 1
|
Female
| 199
| 2
| 2
|
Manager
| 2
|
Single
| 6,479
| 12,958
| 1
|
Y
|
No
| 35
| 3
| 1
| 80
| 4
| 2
| 4
| 3
| 2
| 1
| 1
| 2
|
34
|
No
|
Non-Travel
| 1,360
|
Sales
| 36
| 3
|
Life Sciences
| 1
| 4,460
| 2
|
Male
| 85
| 4
| 4
|
Manufacturing Director
| 1
|
Divorced
| 49,355
| 296,130
| 0
|
Y
|
Yes
| 48
| 3
| 4
| 80
| 3
| 12
| 1
| 1
| 4
| 4
| 2
| 4
|
29
|
No
|
Travel_Rarely
| 1,028
|
Support
| 14
| 1
|
Marketing
| 1
| 4,461
| 1
|
Female
| 200
| 3
| 2
|
Healthcare Representative
| 2
|
Divorced
| 49,899
| 848,283
| 2
|
Y
|
Yes
| 22
| 1
| 4
| 80
| 1
| 18
| 3
| 2
| 14
| 14
| 9
| 11
|
46
|
Yes
|
Travel_Frequently
| 736
|
Software
| 39
| 5
|
Marketing
| 1
| 4,462
| 1
|
Female
| 165
| 4
| 2
|
Sales Representative
| 4
|
Single
| 29,392
| 881,760
| 1
|
Y
|
No
| 9
| 3
| 1
| 80
| 3
| 20
| 2
| 3
| 20
| 7
| 1
| 19
|
49
|
Yes
|
Travel_Rarely
| 1,457
|
Human Resources
| 43
| 1
|
Technical Degree
| 1
| 4,463
| 2
|
Male
| 152
| 1
| 1
|
Sales Executive
| 2
|
Married
| 18,269
| 328,842
| 5
|
Y
|
Yes
| 6
| 2
| 2
| 80
| 3
| 33
| 6
| 1
| 5
| 5
| 1
| 1
|
59
|
No
|
Travel_Frequently
| 580
|
Sales
| 11
| 3
|
Human Resources
| 1
| 4,464
| 3
|
Female
| 169
| 2
| 3
|
Human Resources
| 2
|
Married
| 16,531
| 247,965
| 7
|
Y
|
No
| 28
| 1
| 1
| 80
| 4
| 28
| 1
| 2
| 2
| 1
| 1
| 2
|
31
|
No
|
Travel_Frequently
| 1,092
|
Research & Development
| 40
| 1
|
Life Sciences
| 1
| 4,465
| 1
|
Male
| 138
| 1
| 2
|
Sales Executive
| 2
|
Married
| 7,690
| 223,010
| 2
|
Y
|
Yes
| 26
| 4
| 4
| 80
| 2
| 37
| 6
| 1
| 37
| 18
| 22
| 19
|
38
|
No
|
Travel_Frequently
| 1,410
|
Research & Development
| 21
| 3
|
Other
| 1
| 4,466
| 1
|
Female
| 84
| 1
| 1
|
Healthcare Representative
| 1
|
Divorced
| 21,921
| 109,605
| 1
|
Y
|
Yes
| 7
| 3
| 2
| 80
| 3
| 20
| 5
| 1
| 14
| 3
| 3
| 12
|
21
|
Yes
|
Non-Travel
| 869
|
Sales
| 4
| 5
|
Marketing
| 1
| 4,467
| 4
|
Female
| 115
| 4
| 5
|
Research Director
| 4
|
Divorced
| 16,025
| 176,275
| 1
|
Y
|
No
| 26
| 2
| 4
| 80
| 2
| 3
| 6
| 3
| 1
| 1
| 1
| 1
|
33
|
No
|
Travel_Frequently
| 189
|
Sales
| 28
| 2
|
Technical Degree
| 1
| 4,468
| 2
|
Female
| 99
| 3
| 3
|
Healthcare Representative
| 1
|
Single
| 20,051
| 601,530
| 8
|
Y
|
Yes
| 40
| 2
| 4
| 80
| 2
| 2
| 5
| 1
| 2
| 2
| 1
| 2
|
28
|
Yes
|
Non-Travel
| 590
|
Research & Development
| 28
| 5
|
Technical Degree
| 1
| 4,469
| 3
|
Female
| 131
| 2
| 2
|
Research Scientist
| 3
|
Single
| 37,602
| 451,224
| 0
|
Y
|
No
| 25
| 3
| 2
| 80
| 3
| 39
| 5
| 3
| 5
| 3
| 5
| 1
|
46
|
Yes
|
Non-Travel
| 325
|
Sales
| 41
| 5
|
Life Sciences
| 1
| 4,470
| 4
|
Female
| 93
| 1
| 2
|
Manufacturing Director
| 2
|
Divorced
| 14,066
| 28,132
| 8
|
Y
|
No
| 6
| 3
| 2
| 80
| 1
| 38
| 4
| 3
| 1
| 1
| 1
| 1
|
29
|
No
|
Travel_Frequently
| 1,331
|
Research & Development
| 19
| 2
|
Life Sciences
| 1
| 4,471
| 2
|
Male
| 127
| 2
| 5
|
Research Scientist
| 4
|
Single
| 42,482
| 42,482
| 1
|
Y
|
Yes
| 42
| 4
| 3
| 80
| 3
| 32
| 5
| 1
| 30
| 3
| 10
| 27
|
42
|
Yes
|
Non-Travel
| 1,326
|
Human Resources
| 47
| 3
|
Life Sciences
| 1
| 4,472
| 3
|
Female
| 31
| 2
| 1
|
Sales Representative
| 4
|
Married
| 14,549
| 160,039
| 5
|
Y
|
Yes
| 47
| 4
| 1
| 80
| 2
| 5
| 4
| 4
| 4
| 3
| 2
| 1
|
59
|
No
|
Travel_Frequently
| 402
|
Hardware
| 30
| 4
|
Medical
| 1
| 4,473
| 2
|
Male
| 91
| 2
| 5
|
Human Resources
| 3
|
Divorced
| 26,243
| 288,673
| 8
|
Y
|
Yes
| 23
| 4
| 4
| 80
| 4
| 19
| 5
| 2
| 7
| 6
| 2
| 6
|
42
|
Yes
|
Non-Travel
| 973
|
Sales
| 12
| 5
|
Medical
| 1
| 4,474
| 1
|
Female
| 45
| 2
| 2
|
Sales Executive
| 4
|
Single
| 36,465
| 328,185
| 2
|
Y
|
Yes
| 24
| 2
| 3
| 80
| 1
| 19
| 3
| 2
| 7
| 1
| 1
| 3
|
53
|
Yes
|
Non-Travel
| 1,041
|
Human Resources
| 26
| 5
|
Marketing
| 1
| 4,475
| 2
|
Female
| 181
| 3
| 2
|
Sales Representative
| 4
|
Single
| 28,704
| 775,008
| 2
|
Y
|
No
| 10
| 4
| 4
| 80
| 2
| 29
| 3
| 3
| 14
| 12
| 4
| 14
|
22
|
No
|
Non-Travel
| 1,225
|
Hardware
| 24
| 2
|
Medical
| 1
| 4,476
| 4
|
Female
| 42
| 4
| 4
|
Human Resources
| 3
|
Single
| 31,467
| 566,406
| 8
|
Y
|
No
| 33
| 1
| 1
| 80
| 3
| 10
| 4
| 1
| 8
| 7
| 4
| 7
|
42
|
No
|
Non-Travel
| 550
|
Hardware
| 21
| 3
|
Marketing
| 1
| 4,477
| 4
|
Female
| 118
| 1
| 5
|
Research Scientist
| 3
|
Married
| 32,532
| 32,532
| 4
|
Y
|
Yes
| 30
| 3
| 4
| 80
| 2
| 19
| 5
| 1
| 13
| 1
| 12
| 7
|
33
|
Yes
|
Travel_Rarely
| 999
|
Hardware
| 24
| 4
|
Life Sciences
| 1
| 4,478
| 2
|
Female
| 92
| 1
| 3
|
Human Resources
| 4
|
Single
| 35,231
| 598,927
| 7
|
Y
|
No
| 36
| 3
| 3
| 80
| 4
| 33
| 4
| 1
| 15
| 9
| 14
| 15
|
46
|
Yes
|
Travel_Frequently
| 788
|
Sales
| 49
| 1
|
Medical
| 1
| 4,479
| 4
|
Female
| 109
| 1
| 3
|
Sales Representative
| 4
|
Single
| 15,177
| 318,717
| 5
|
Y
|
Yes
| 46
| 3
| 3
| 80
| 2
| 4
| 2
| 3
| 3
| 1
| 3
| 3
|
51
|
No
|
Travel_Frequently
| 1,335
|
Hardware
| 17
| 1
|
Technical Degree
| 1
| 4,480
| 1
|
Male
| 170
| 3
| 4
|
Human Resources
| 4
|
Married
| 22,024
| 374,408
| 3
|
Y
|
No
| 35
| 3
| 2
| 80
| 4
| 30
| 6
| 3
| 7
| 5
| 6
| 3
|
29
|
Yes
|
Travel_Rarely
| 1,224
|
Research & Development
| 32
| 4
|
Marketing
| 1
| 4,481
| 4
|
Female
| 148
| 2
| 1
|
Manufacturing Director
| 2
|
Single
| 40,049
| 120,147
| 6
|
Y
|
No
| 2
| 2
| 4
| 80
| 4
| 26
| 2
| 1
| 16
| 5
| 4
| 4
|
54
|
Yes
|
Non-Travel
| 1,206
|
Software
| 27
| 1
|
Life Sciences
| 1
| 4,482
| 4
|
Female
| 63
| 1
| 4
|
Developer
| 2
|
Married
| 21,179
| 360,043
| 8
|
Y
|
Yes
| 4
| 1
| 2
| 80
| 1
| 11
| 4
| 4
| 7
| 6
| 4
| 6
|
49
|
Yes
|
Non-Travel
| 949
|
Research & Development
| 27
| 4
|
Other
| 1
| 4,483
| 3
|
Male
| 184
| 1
| 2
|
Manager
| 1
|
Divorced
| 35,407
| 672,733
| 0
|
Y
|
No
| 2
| 1
| 1
| 80
| 2
| 40
| 2
| 4
| 25
| 15
| 20
| 5
|
55
|
Yes
|
Non-Travel
| 379
|
Human Resources
| 11
| 1
|
Marketing
| 1
| 4,484
| 2
|
Female
| 158
| 4
| 1
|
Research Scientist
| 1
|
Single
| 12,681
| 266,301
| 1
|
Y
|
No
| 33
| 3
| 1
| 80
| 4
| 17
| 6
| 2
| 16
| 9
| 5
| 9
|
51
|
Yes
|
Travel_Frequently
| 1,366
|
Research & Development
| 41
| 2
|
Marketing
| 1
| 4,485
| 2
|
Female
| 152
| 3
| 4
|
Research Scientist
| 1
|
Married
| 21,872
| 524,928
| 3
|
Y
|
No
| 46
| 1
| 3
| 80
| 4
| 4
| 5
| 1
| 3
| 2
| 3
| 3
|
57
|
Yes
|
Travel_Rarely
| 884
|
Hardware
| 37
| 4
|
Life Sciences
| 1
| 4,486
| 4
|
Male
| 82
| 2
| 2
|
Research Scientist
| 1
|
Divorced
| 31,535
| 567,630
| 6
|
Y
|
Yes
| 30
| 1
| 3
| 80
| 3
| 18
| 6
| 3
| 7
| 5
| 2
| 2
|
58
|
No
|
Travel_Rarely
| 248
|
Hardware
| 19
| 4
|
Human Resources
| 1
| 4,487
| 2
|
Male
| 59
| 4
| 5
|
Healthcare Representative
| 2
|
Married
| 12,011
| 204,187
| 5
|
Y
|
Yes
| 46
| 3
| 3
| 80
| 3
| 26
| 1
| 1
| 10
| 4
| 10
| 10
|
37
|
Yes
|
Non-Travel
| 379
|
Hardware
| 48
| 5
|
Human Resources
| 1
| 4,488
| 1
|
Female
| 89
| 2
| 3
|
Healthcare Representative
| 3
|
Single
| 23,112
| 439,128
| 2
|
Y
|
Yes
| 8
| 4
| 4
| 80
| 4
| 19
| 6
| 3
| 3
| 1
| 2
| 3
|
54
|
No
|
Travel_Frequently
| 393
|
Hardware
| 30
| 3
|
Technical Degree
| 1
| 4,489
| 2
|
Male
| 37
| 3
| 4
|
Manufacturing Director
| 1
|
Single
| 17,930
| 251,020
| 7
|
Y
|
No
| 36
| 1
| 2
| 80
| 2
| 17
| 1
| 2
| 15
| 4
| 11
| 2
|
52
|
No
|
Non-Travel
| 508
|
Sales
| 50
| 3
|
Marketing
| 1
| 4,490
| 2
|
Female
| 32
| 3
| 4
|
Laboratory Technician
| 4
|
Married
| 4,163
| 95,749
| 3
|
Y
|
Yes
| 21
| 3
| 3
| 80
| 2
| 10
| 3
| 1
| 5
| 2
| 1
| 2
|
35
|
No
|
Travel_Frequently
| 455
|
Human Resources
| 13
| 3
|
Technical Degree
| 1
| 4,491
| 2
|
Male
| 147
| 1
| 2
|
Developer
| 1
|
Single
| 15,311
| 183,732
| 5
|
Y
|
Yes
| 13
| 4
| 1
| 80
| 1
| 9
| 2
| 3
| 6
| 6
| 4
| 1
|
59
|
Yes
|
Non-Travel
| 411
|
Software
| 25
| 5
|
Human Resources
| 1
| 4,492
| 2
|
Female
| 44
| 1
| 2
|
Sales Representative
| 2
|
Divorced
| 46,675
| 1,120,200
| 7
|
Y
|
Yes
| 11
| 4
| 2
| 80
| 4
| 25
| 5
| 4
| 2
| 1
| 1
| 2
|
20
|
No
|
Non-Travel
| 280
|
Sales
| 1
| 1
|
Life Sciences
| 1
| 4,493
| 1
|
Female
| 102
| 2
| 4
|
Sales Representative
| 2
|
Divorced
| 24,836
| 745,080
| 1
|
Y
|
No
| 32
| 3
| 3
| 80
| 3
| 2
| 4
| 2
| 1
| 1
| 1
| 1
|
60
|
Yes
|
Non-Travel
| 577
|
Human Resources
| 20
| 1
|
Life Sciences
| 1
| 4,494
| 3
|
Female
| 83
| 1
| 2
|
Research Director
| 3
|
Single
| 14,280
| 14,280
| 7
|
Y
|
No
| 5
| 3
| 1
| 80
| 4
| 4
| 2
| 1
| 3
| 3
| 2
| 1
|
48
|
Yes
|
Non-Travel
| 241
|
Research & Development
| 50
| 4
|
Medical
| 1
| 4,495
| 4
|
Female
| 130
| 1
| 5
|
Human Resources
| 3
|
Single
| 34,427
| 1,032,810
| 2
|
Y
|
No
| 8
| 1
| 3
| 80
| 2
| 22
| 4
| 3
| 7
| 4
| 1
| 2
|
27
|
Yes
|
Travel_Rarely
| 528
|
Human Resources
| 3
| 4
|
Other
| 1
| 4,496
| 1
|
Male
| 140
| 3
| 3
|
Research Scientist
| 2
|
Divorced
| 43,376
| 694,016
| 8
|
Y
|
Yes
| 38
| 1
| 1
| 80
| 1
| 18
| 5
| 1
| 17
| 9
| 14
| 11
|
52
|
No
|
Non-Travel
| 984
|
Human Resources
| 10
| 4
|
Technical Degree
| 1
| 4,497
| 3
|
Female
| 171
| 4
| 2
|
Human Resources
| 1
|
Married
| 48,241
| 1,061,302
| 3
|
Y
|
Yes
| 32
| 2
| 3
| 80
| 1
| 27
| 5
| 4
| 7
| 5
| 1
| 4
|
22
|
Yes
|
Travel_Rarely
| 801
|
Research & Development
| 49
| 4
|
Medical
| 1
| 4,498
| 4
|
Male
| 74
| 2
| 5
|
Laboratory Technician
| 2
|
Divorced
| 23,675
| 71,025
| 3
|
Y
|
No
| 25
| 3
| 1
| 80
| 3
| 18
| 4
| 2
| 5
| 3
| 3
| 5
|
49
|
No
|
Travel_Frequently
| 581
|
Research & Development
| 12
| 5
|
Other
| 1
| 4,499
| 2
|
Female
| 77
| 2
| 2
|
Sales Representative
| 2
|
Single
| 10,871
| 32,613
| 6
|
Y
|
No
| 33
| 1
| 4
| 80
| 4
| 20
| 3
| 1
| 4
| 4
| 2
| 3
|
30
|
No
|
Travel_Frequently
| 424
|
Sales
| 28
| 3
|
Other
| 1
| 4,500
| 4
|
Female
| 101
| 2
| 4
|
Healthcare Representative
| 4
|
Divorced
| 45,341
| 1,042,843
| 7
|
Y
|
Yes
| 30
| 2
| 2
| 80
| 2
| 40
| 2
| 4
| 1
| 1
| 1
| 1
|
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