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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
37
|
No
|
Travel_Rarely
| 982
|
Hardware
| 35
| 3
|
Marketing
| 1
| 401
| 2
|
Male
| 84
| 4
| 2
|
Healthcare Representative
| 3
|
Single
| 44,396
| 266,376
| 1
|
Y
|
No
| 21
| 2
| 4
| 80
| 1
| 5
| 5
| 2
| 1
| 1
| 1
| 1
|
37
|
Yes
|
Non-Travel
| 1,080
|
Support
| 13
| 1
|
Marketing
| 1
| 402
| 4
|
Male
| 187
| 3
| 3
|
Research Scientist
| 4
|
Married
| 20,269
| 324,304
| 2
|
Y
|
Yes
| 49
| 2
| 4
| 80
| 2
| 21
| 4
| 3
| 2
| 2
| 2
| 2
|
45
|
Yes
|
Travel_Frequently
| 708
|
Research & Development
| 28
| 2
|
Medical
| 1
| 403
| 4
|
Female
| 31
| 2
| 2
|
Research Director
| 2
|
Married
| 13,569
| 81,414
| 6
|
Y
|
Yes
| 1
| 2
| 3
| 80
| 3
| 20
| 5
| 3
| 9
| 1
| 1
| 8
|
45
|
Yes
|
Travel_Rarely
| 776
|
Hardware
| 16
| 3
|
Marketing
| 1
| 404
| 1
|
Male
| 158
| 3
| 1
|
Laboratory Technician
| 3
|
Divorced
| 10,587
| 31,761
| 0
|
Y
|
No
| 15
| 3
| 1
| 80
| 2
| 27
| 4
| 2
| 27
| 21
| 27
| 5
|
47
|
Yes
|
Travel_Frequently
| 173
|
Research & Development
| 2
| 4
|
Technical Degree
| 1
| 405
| 1
|
Male
| 123
| 2
| 3
|
Research Scientist
| 1
|
Married
| 18,316
| 439,584
| 1
|
Y
|
No
| 16
| 3
| 4
| 80
| 1
| 5
| 3
| 4
| 1
| 1
| 1
| 1
|
57
|
No
|
Travel_Frequently
| 708
|
Human Resources
| 3
| 3
|
Life Sciences
| 1
| 406
| 2
|
Female
| 130
| 2
| 1
|
Laboratory Technician
| 4
|
Married
| 45,857
| 1,146,425
| 5
|
Y
|
No
| 13
| 3
| 1
| 80
| 2
| 23
| 6
| 1
| 15
| 5
| 3
| 2
|
51
|
Yes
|
Travel_Rarely
| 806
|
Software
| 29
| 2
|
Life Sciences
| 1
| 407
| 1
|
Male
| 148
| 4
| 1
|
Manager
| 1
|
Married
| 43,397
| 216,985
| 1
|
Y
|
Yes
| 22
| 3
| 4
| 80
| 2
| 31
| 3
| 4
| 23
| 16
| 10
| 21
|
38
|
No
|
Non-Travel
| 1,376
|
Support
| 29
| 2
|
Medical
| 1
| 408
| 1
|
Male
| 169
| 2
| 3
|
Human Resources
| 1
|
Divorced
| 29,677
| 118,708
| 2
|
Y
|
Yes
| 20
| 1
| 2
| 80
| 4
| 1
| 5
| 4
| 1
| 1
| 1
| 1
|
25
|
No
|
Travel_Frequently
| 1,396
|
Support
| 35
| 1
|
Human Resources
| 1
| 409
| 4
|
Female
| 141
| 3
| 5
|
Human Resources
| 3
|
Married
| 9,632
| 260,064
| 7
|
Y
|
Yes
| 12
| 4
| 2
| 80
| 3
| 35
| 1
| 1
| 16
| 14
| 12
| 14
|
30
|
Yes
|
Travel_Rarely
| 709
|
Research & Development
| 7
| 2
|
Technical Degree
| 1
| 410
| 1
|
Female
| 100
| 2
| 1
|
Laboratory Technician
| 1
|
Divorced
| 16,518
| 49,554
| 1
|
Y
|
No
| 47
| 3
| 3
| 80
| 4
| 12
| 2
| 1
| 9
| 2
| 6
| 2
|
31
|
Yes
|
Travel_Rarely
| 869
|
Human Resources
| 2
| 2
|
Life Sciences
| 1
| 411
| 2
|
Male
| 41
| 1
| 3
|
Research Scientist
| 1
|
Divorced
| 33,257
| 831,425
| 7
|
Y
|
Yes
| 16
| 3
| 3
| 80
| 2
| 18
| 5
| 2
| 14
| 13
| 5
| 10
|
52
|
No
|
Travel_Rarely
| 412
|
Research & Development
| 44
| 2
|
Marketing
| 1
| 412
| 1
|
Male
| 67
| 3
| 4
|
Healthcare Representative
| 3
|
Divorced
| 47,141
| 1,414,230
| 6
|
Y
|
No
| 7
| 2
| 2
| 80
| 1
| 36
| 2
| 3
| 16
| 1
| 15
| 14
|
50
|
Yes
|
Travel_Rarely
| 1,223
|
Hardware
| 2
| 4
|
Human Resources
| 1
| 413
| 3
|
Female
| 80
| 1
| 2
|
Human Resources
| 4
|
Divorced
| 40,154
| 1,084,158
| 0
|
Y
|
Yes
| 12
| 2
| 3
| 80
| 4
| 36
| 5
| 3
| 24
| 14
| 20
| 2
|
25
|
No
|
Travel_Rarely
| 1,278
|
Hardware
| 34
| 3
|
Medical
| 1
| 414
| 4
|
Female
| 75
| 1
| 4
|
Sales Executive
| 2
|
Married
| 24,069
| 144,414
| 8
|
Y
|
Yes
| 27
| 4
| 3
| 80
| 2
| 24
| 6
| 1
| 12
| 7
| 8
| 5
|
34
|
No
|
Non-Travel
| 1,301
|
Research & Development
| 49
| 1
|
Marketing
| 1
| 415
| 3
|
Female
| 55
| 1
| 3
|
Manager
| 3
|
Divorced
| 8,404
| 218,504
| 7
|
Y
|
Yes
| 16
| 3
| 4
| 80
| 4
| 32
| 2
| 1
| 24
| 19
| 11
| 9
|
20
|
No
|
Travel_Rarely
| 393
|
Research & Development
| 12
| 3
|
Life Sciences
| 1
| 416
| 1
|
Male
| 174
| 2
| 2
|
Sales Representative
| 1
|
Single
| 19,273
| 134,911
| 8
|
Y
|
No
| 22
| 4
| 1
| 80
| 3
| 36
| 2
| 1
| 30
| 13
| 5
| 27
|
51
|
Yes
|
Travel_Frequently
| 428
|
Software
| 19
| 1
|
Human Resources
| 1
| 417
| 1
|
Female
| 125
| 3
| 5
|
Laboratory Technician
| 4
|
Divorced
| 25,101
| 426,717
| 4
|
Y
|
No
| 37
| 2
| 3
| 80
| 3
| 31
| 3
| 2
| 5
| 4
| 4
| 3
|
47
|
Yes
|
Travel_Rarely
| 688
|
Sales
| 21
| 4
|
Human Resources
| 1
| 418
| 3
|
Female
| 30
| 3
| 1
|
Sales Executive
| 1
|
Married
| 18,776
| 337,968
| 1
|
Y
|
No
| 10
| 4
| 4
| 80
| 1
| 32
| 4
| 1
| 9
| 2
| 7
| 4
|
37
|
No
|
Travel_Rarely
| 522
|
Hardware
| 28
| 1
|
Other
| 1
| 419
| 4
|
Female
| 186
| 1
| 4
|
Sales Executive
| 2
|
Married
| 5,857
| 35,142
| 0
|
Y
|
Yes
| 8
| 3
| 3
| 80
| 3
| 7
| 6
| 2
| 7
| 6
| 1
| 7
|
59
|
No
|
Non-Travel
| 231
|
Hardware
| 26
| 5
|
Medical
| 1
| 420
| 2
|
Male
| 154
| 3
| 4
|
Sales Representative
| 4
|
Single
| 21,363
| 213,630
| 7
|
Y
|
Yes
| 3
| 4
| 3
| 80
| 2
| 5
| 2
| 3
| 3
| 1
| 2
| 3
|
37
|
No
|
Travel_Frequently
| 1,158
|
Hardware
| 45
| 5
|
Life Sciences
| 1
| 421
| 3
|
Female
| 42
| 2
| 5
|
Manager
| 1
|
Single
| 37,944
| 227,664
| 1
|
Y
|
No
| 26
| 4
| 2
| 80
| 3
| 35
| 5
| 2
| 17
| 5
| 14
| 2
|
53
|
Yes
|
Travel_Frequently
| 431
|
Software
| 43
| 5
|
Medical
| 1
| 422
| 1
|
Female
| 41
| 2
| 2
|
Research Scientist
| 2
|
Divorced
| 21,071
| 316,065
| 1
|
Y
|
No
| 40
| 2
| 1
| 80
| 2
| 17
| 6
| 3
| 8
| 8
| 7
| 1
|
37
|
No
|
Non-Travel
| 723
|
Software
| 13
| 2
|
Other
| 1
| 423
| 4
|
Female
| 48
| 4
| 4
|
Laboratory Technician
| 4
|
Single
| 20,500
| 225,500
| 1
|
Y
|
Yes
| 14
| 1
| 1
| 80
| 4
| 22
| 1
| 3
| 15
| 13
| 4
| 12
|
58
|
No
|
Non-Travel
| 1,255
|
Human Resources
| 7
| 1
|
Marketing
| 1
| 424
| 1
|
Female
| 162
| 1
| 4
|
Research Director
| 3
|
Divorced
| 15,665
| 187,980
| 0
|
Y
|
No
| 28
| 4
| 3
| 80
| 2
| 33
| 3
| 4
| 12
| 2
| 9
| 10
|
37
|
No
|
Travel_Rarely
| 257
|
Support
| 35
| 4
|
Marketing
| 1
| 425
| 4
|
Female
| 115
| 3
| 3
|
Manufacturing Director
| 4
|
Single
| 37,751
| 1,057,028
| 4
|
Y
|
No
| 0
| 3
| 4
| 80
| 2
| 16
| 4
| 3
| 9
| 9
| 4
| 8
|
56
|
Yes
|
Travel_Frequently
| 905
|
Support
| 19
| 4
|
Technical Degree
| 1
| 426
| 2
|
Female
| 94
| 1
| 2
|
Research Scientist
| 2
|
Married
| 45,770
| 640,780
| 6
|
Y
|
Yes
| 5
| 4
| 1
| 80
| 1
| 7
| 4
| 1
| 7
| 7
| 2
| 2
|
49
|
Yes
|
Non-Travel
| 1,368
|
Hardware
| 1
| 5
|
Medical
| 1
| 427
| 1
|
Female
| 75
| 3
| 1
|
Sales Executive
| 1
|
Single
| 13,669
| 341,725
| 2
|
Y
|
Yes
| 42
| 2
| 2
| 80
| 4
| 2
| 4
| 2
| 2
| 2
| 1
| 1
|
49
|
Yes
|
Travel_Rarely
| 979
|
Human Resources
| 1
| 3
|
Medical
| 1
| 428
| 3
|
Male
| 156
| 1
| 1
|
Manufacturing Director
| 4
|
Single
| 31,862
| 637,240
| 3
|
Y
|
No
| 40
| 2
| 3
| 80
| 2
| 29
| 4
| 1
| 1
| 1
| 1
| 1
|
41
|
No
|
Travel_Rarely
| 1,157
|
Research & Development
| 10
| 2
|
Marketing
| 1
| 429
| 4
|
Male
| 56
| 2
| 4
|
Developer
| 1
|
Divorced
| 9,026
| 99,286
| 6
|
Y
|
No
| 42
| 3
| 3
| 80
| 4
| 32
| 4
| 1
| 27
| 26
| 27
| 18
|
29
|
Yes
|
Travel_Rarely
| 255
|
Software
| 49
| 4
|
Other
| 1
| 430
| 1
|
Male
| 100
| 1
| 3
|
Healthcare Representative
| 3
|
Married
| 38,792
| 193,960
| 5
|
Y
|
No
| 10
| 2
| 4
| 80
| 2
| 6
| 3
| 4
| 3
| 2
| 1
| 3
|
45
|
Yes
|
Travel_Rarely
| 1,443
|
Hardware
| 34
| 2
|
Life Sciences
| 1
| 431
| 2
|
Female
| 35
| 4
| 5
|
Sales Representative
| 3
|
Single
| 34,251
| 924,777
| 8
|
Y
|
No
| 38
| 3
| 3
| 80
| 1
| 2
| 3
| 1
| 1
| 1
| 1
| 1
|
25
|
Yes
|
Travel_Rarely
| 1,217
|
Software
| 34
| 1
|
Medical
| 1
| 432
| 3
|
Male
| 111
| 3
| 3
|
Research Scientist
| 1
|
Divorced
| 10,040
| 190,760
| 1
|
Y
|
No
| 23
| 4
| 4
| 80
| 1
| 11
| 4
| 3
| 10
| 2
| 7
| 5
|
53
|
Yes
|
Non-Travel
| 892
|
Sales
| 36
| 3
|
Other
| 1
| 433
| 4
|
Female
| 194
| 3
| 5
|
Research Director
| 4
|
Married
| 14,061
| 210,915
| 8
|
Y
|
No
| 35
| 4
| 2
| 80
| 1
| 7
| 6
| 2
| 7
| 7
| 7
| 1
|
35
|
No
|
Non-Travel
| 567
|
Sales
| 47
| 1
|
Other
| 1
| 434
| 1
|
Male
| 128
| 4
| 2
|
Healthcare Representative
| 4
|
Single
| 26,381
| 342,953
| 7
|
Y
|
Yes
| 20
| 2
| 3
| 80
| 3
| 13
| 1
| 1
| 9
| 5
| 1
| 2
|
22
|
No
|
Non-Travel
| 665
|
Sales
| 40
| 2
|
Other
| 1
| 435
| 1
|
Female
| 150
| 2
| 3
|
Manager
| 2
|
Single
| 2,275
| 36,400
| 6
|
Y
|
Yes
| 11
| 2
| 3
| 80
| 2
| 8
| 5
| 2
| 6
| 1
| 6
| 3
|
32
|
Yes
|
Travel_Frequently
| 1,148
|
Hardware
| 36
| 5
|
Life Sciences
| 1
| 436
| 2
|
Male
| 99
| 3
| 4
|
Sales Representative
| 2
|
Divorced
| 6,153
| 166,131
| 0
|
Y
|
No
| 48
| 3
| 3
| 80
| 2
| 9
| 4
| 1
| 6
| 3
| 1
| 1
|
55
|
No
|
Travel_Rarely
| 1,287
|
Support
| 19
| 1
|
Life Sciences
| 1
| 437
| 1
|
Female
| 131
| 4
| 4
|
Laboratory Technician
| 1
|
Single
| 7,770
| 155,400
| 7
|
Y
|
No
| 15
| 2
| 4
| 80
| 2
| 6
| 4
| 1
| 3
| 2
| 2
| 1
|
58
|
No
|
Non-Travel
| 406
|
Sales
| 45
| 3
|
Marketing
| 1
| 438
| 4
|
Female
| 168
| 3
| 1
|
Developer
| 1
|
Married
| 26,818
| 536,360
| 1
|
Y
|
No
| 3
| 2
| 4
| 80
| 3
| 12
| 2
| 3
| 4
| 4
| 3
| 4
|
42
|
Yes
|
Travel_Frequently
| 1,034
|
Hardware
| 31
| 5
|
Marketing
| 1
| 439
| 2
|
Female
| 33
| 3
| 2
|
Manufacturing Director
| 1
|
Divorced
| 5,004
| 100,080
| 1
|
Y
|
Yes
| 18
| 3
| 2
| 80
| 2
| 36
| 4
| 2
| 18
| 9
| 16
| 14
|
60
|
No
|
Non-Travel
| 532
|
Research & Development
| 23
| 1
|
Other
| 1
| 440
| 3
|
Male
| 75
| 3
| 4
|
Research Director
| 2
|
Married
| 9,992
| 299,760
| 5
|
Y
|
No
| 24
| 2
| 3
| 80
| 2
| 23
| 1
| 2
| 14
| 3
| 4
| 14
|
35
|
No
|
Travel_Frequently
| 877
|
Hardware
| 5
| 5
|
Life Sciences
| 1
| 441
| 2
|
Male
| 190
| 1
| 5
|
Sales Executive
| 2
|
Married
| 15,042
| 45,126
| 6
|
Y
|
Yes
| 34
| 4
| 1
| 80
| 1
| 37
| 3
| 4
| 13
| 8
| 5
| 5
|
35
|
Yes
|
Non-Travel
| 307
|
Software
| 8
| 3
|
Life Sciences
| 1
| 442
| 1
|
Male
| 106
| 2
| 3
|
Laboratory Technician
| 1
|
Single
| 24,647
| 123,235
| 1
|
Y
|
No
| 44
| 3
| 1
| 80
| 3
| 12
| 3
| 3
| 3
| 2
| 3
| 3
|
28
|
No
|
Travel_Frequently
| 333
|
Sales
| 12
| 5
|
Marketing
| 1
| 443
| 1
|
Female
| 67
| 4
| 2
|
Manufacturing Director
| 2
|
Single
| 5,535
| 121,770
| 3
|
Y
|
Yes
| 8
| 2
| 1
| 80
| 1
| 1
| 5
| 2
| 1
| 1
| 1
| 1
|
20
|
No
|
Non-Travel
| 478
|
Sales
| 46
| 1
|
Marketing
| 1
| 444
| 3
|
Male
| 43
| 3
| 1
|
Manager
| 3
|
Single
| 25,656
| 487,464
| 6
|
Y
|
No
| 21
| 1
| 3
| 80
| 1
| 25
| 4
| 1
| 22
| 2
| 20
| 15
|
59
|
Yes
|
Travel_Rarely
| 1,195
|
Sales
| 8
| 2
|
Marketing
| 1
| 445
| 2
|
Male
| 152
| 1
| 2
|
Manufacturing Director
| 3
|
Married
| 20,578
| 226,358
| 6
|
Y
|
Yes
| 42
| 1
| 4
| 80
| 1
| 20
| 1
| 3
| 8
| 8
| 2
| 2
|
48
|
No
|
Travel_Rarely
| 214
|
Human Resources
| 12
| 2
|
Life Sciences
| 1
| 446
| 2
|
Female
| 87
| 2
| 3
|
Developer
| 1
|
Married
| 7,389
| 44,334
| 0
|
Y
|
No
| 20
| 4
| 1
| 80
| 2
| 15
| 2
| 4
| 1
| 1
| 1
| 1
|
35
|
No
|
Non-Travel
| 1,385
|
Research & Development
| 11
| 2
|
Life Sciences
| 1
| 447
| 4
|
Female
| 84
| 2
| 4
|
Manufacturing Director
| 4
|
Single
| 13,886
| 124,974
| 2
|
Y
|
No
| 28
| 1
| 3
| 80
| 1
| 30
| 4
| 1
| 22
| 2
| 21
| 20
|
42
|
No
|
Travel_Rarely
| 353
|
Support
| 45
| 4
|
Medical
| 1
| 448
| 3
|
Female
| 100
| 2
| 3
|
Research Director
| 2
|
Married
| 14,519
| 14,519
| 0
|
Y
|
No
| 48
| 3
| 3
| 80
| 1
| 14
| 3
| 4
| 9
| 5
| 3
| 1
|
20
|
Yes
|
Non-Travel
| 791
|
Support
| 28
| 2
|
Other
| 1
| 449
| 2
|
Male
| 106
| 4
| 1
|
Laboratory Technician
| 3
|
Single
| 21,237
| 233,607
| 2
|
Y
|
No
| 21
| 4
| 4
| 80
| 4
| 14
| 2
| 2
| 9
| 4
| 3
| 6
|
30
|
No
|
Travel_Frequently
| 1,477
|
Human Resources
| 35
| 5
|
Medical
| 1
| 450
| 3
|
Male
| 59
| 4
| 4
|
Laboratory Technician
| 3
|
Married
| 14,762
| 324,764
| 1
|
Y
|
No
| 36
| 1
| 3
| 80
| 2
| 36
| 5
| 3
| 6
| 1
| 2
| 4
|
24
|
No
|
Non-Travel
| 651
|
Hardware
| 8
| 3
|
Medical
| 1
| 451
| 3
|
Male
| 147
| 4
| 4
|
Laboratory Technician
| 4
|
Single
| 20,595
| 61,785
| 8
|
Y
|
Yes
| 1
| 3
| 4
| 80
| 3
| 30
| 4
| 4
| 24
| 6
| 12
| 8
|
50
|
Yes
|
Travel_Frequently
| 655
|
Software
| 24
| 3
|
Medical
| 1
| 452
| 2
|
Female
| 172
| 4
| 3
|
Research Director
| 3
|
Divorced
| 50,699
| 1,064,679
| 1
|
Y
|
No
| 46
| 4
| 2
| 80
| 3
| 3
| 5
| 1
| 3
| 1
| 1
| 3
|
36
|
Yes
|
Travel_Frequently
| 817
|
Sales
| 6
| 1
|
Human Resources
| 1
| 453
| 1
|
Female
| 131
| 3
| 3
|
Manufacturing Director
| 3
|
Married
| 40,881
| 490,572
| 4
|
Y
|
Yes
| 42
| 2
| 3
| 80
| 4
| 4
| 3
| 3
| 3
| 1
| 2
| 3
|
31
|
No
|
Travel_Frequently
| 782
|
Sales
| 6
| 3
|
Other
| 1
| 454
| 4
|
Female
| 55
| 3
| 2
|
Manager
| 3
|
Single
| 50,402
| 50,402
| 5
|
Y
|
No
| 24
| 2
| 4
| 80
| 2
| 12
| 2
| 3
| 7
| 1
| 5
| 2
|
30
|
No
|
Non-Travel
| 990
|
Sales
| 40
| 1
|
Marketing
| 1
| 455
| 2
|
Female
| 168
| 4
| 3
|
Manufacturing Director
| 4
|
Divorced
| 42,807
| 428,070
| 2
|
Y
|
Yes
| 2
| 3
| 2
| 80
| 4
| 27
| 4
| 1
| 16
| 8
| 2
| 15
|
34
|
Yes
|
Non-Travel
| 625
|
Human Resources
| 33
| 1
|
Other
| 1
| 456
| 1
|
Female
| 141
| 3
| 5
|
Developer
| 2
|
Married
| 39,027
| 351,243
| 3
|
Y
|
Yes
| 43
| 1
| 2
| 80
| 2
| 6
| 6
| 3
| 3
| 1
| 1
| 3
|
43
|
Yes
|
Non-Travel
| 1,149
|
Research & Development
| 20
| 1
|
Technical Degree
| 1
| 457
| 1
|
Female
| 31
| 2
| 5
|
Research Director
| 2
|
Divorced
| 7,718
| 84,898
| 2
|
Y
|
Yes
| 26
| 2
| 2
| 80
| 4
| 24
| 4
| 1
| 6
| 4
| 6
| 1
|
24
|
Yes
|
Travel_Rarely
| 1,251
|
Software
| 23
| 4
|
Human Resources
| 1
| 458
| 1
|
Female
| 161
| 3
| 1
|
Healthcare Representative
| 3
|
Divorced
| 6,078
| 6,078
| 3
|
Y
|
Yes
| 3
| 2
| 1
| 80
| 4
| 4
| 5
| 1
| 2
| 1
| 1
| 2
|
42
|
Yes
|
Travel_Rarely
| 955
|
Software
| 12
| 5
|
Marketing
| 1
| 459
| 4
|
Female
| 94
| 2
| 5
|
Research Director
| 2
|
Divorced
| 32,878
| 32,878
| 5
|
Y
|
Yes
| 10
| 3
| 4
| 80
| 4
| 31
| 2
| 4
| 25
| 23
| 4
| 25
|
34
|
Yes
|
Travel_Frequently
| 413
|
Software
| 13
| 1
|
Other
| 1
| 460
| 2
|
Male
| 188
| 3
| 4
|
Sales Representative
| 2
|
Married
| 45,515
| 1,137,875
| 8
|
Y
|
Yes
| 25
| 3
| 1
| 80
| 4
| 10
| 2
| 4
| 2
| 1
| 2
| 1
|
44
|
Yes
|
Travel_Frequently
| 1,070
|
Hardware
| 9
| 1
|
Other
| 1
| 461
| 4
|
Male
| 130
| 3
| 1
|
Healthcare Representative
| 3
|
Single
| 44,144
| 927,024
| 4
|
Y
|
No
| 27
| 2
| 4
| 80
| 3
| 12
| 3
| 2
| 4
| 2
| 1
| 4
|
20
|
Yes
|
Non-Travel
| 1,480
|
Support
| 26
| 4
|
Technical Degree
| 1
| 462
| 4
|
Male
| 199
| 3
| 1
|
Healthcare Representative
| 2
|
Single
| 48,412
| 290,472
| 5
|
Y
|
No
| 10
| 3
| 3
| 80
| 1
| 40
| 1
| 4
| 24
| 23
| 3
| 4
|
58
|
Yes
|
Non-Travel
| 1,253
|
Support
| 20
| 4
|
Life Sciences
| 1
| 463
| 1
|
Male
| 119
| 2
| 3
|
Sales Executive
| 4
|
Single
| 49,457
| 1,285,882
| 3
|
Y
|
Yes
| 13
| 3
| 1
| 80
| 1
| 33
| 3
| 2
| 12
| 7
| 5
| 1
|
48
|
Yes
|
Travel_Frequently
| 794
|
Human Resources
| 7
| 5
|
Other
| 1
| 464
| 1
|
Female
| 143
| 3
| 4
|
Healthcare Representative
| 4
|
Married
| 40,327
| 1,129,156
| 8
|
Y
|
Yes
| 12
| 3
| 4
| 80
| 2
| 28
| 4
| 4
| 11
| 10
| 3
| 2
|
26
|
Yes
|
Travel_Rarely
| 295
|
Software
| 50
| 1
|
Technical Degree
| 1
| 465
| 4
|
Female
| 60
| 4
| 1
|
Laboratory Technician
| 4
|
Single
| 19,090
| 515,430
| 5
|
Y
|
Yes
| 14
| 2
| 1
| 80
| 1
| 27
| 1
| 4
| 22
| 22
| 11
| 15
|
30
|
Yes
|
Travel_Rarely
| 326
|
Software
| 43
| 4
|
Technical Degree
| 1
| 466
| 3
|
Female
| 127
| 1
| 3
|
Manufacturing Director
| 3
|
Married
| 18,100
| 235,300
| 2
|
Y
|
No
| 26
| 3
| 4
| 80
| 4
| 23
| 4
| 1
| 6
| 2
| 4
| 5
|
38
|
Yes
|
Non-Travel
| 342
|
Software
| 37
| 3
|
Technical Degree
| 1
| 467
| 2
|
Female
| 105
| 2
| 3
|
Developer
| 4
|
Divorced
| 41,090
| 123,270
| 2
|
Y
|
No
| 30
| 1
| 4
| 80
| 1
| 12
| 5
| 2
| 5
| 2
| 4
| 2
|
36
|
Yes
|
Non-Travel
| 432
|
Research & Development
| 30
| 5
|
Marketing
| 1
| 468
| 3
|
Female
| 85
| 2
| 5
|
Sales Representative
| 4
|
Divorced
| 3,244
| 84,344
| 7
|
Y
|
Yes
| 4
| 2
| 1
| 80
| 1
| 40
| 2
| 1
| 20
| 14
| 17
| 17
|
57
|
Yes
|
Non-Travel
| 355
|
Human Resources
| 3
| 3
|
Other
| 1
| 469
| 1
|
Female
| 166
| 2
| 4
|
Sales Executive
| 2
|
Married
| 12,862
| 321,550
| 6
|
Y
|
Yes
| 30
| 1
| 2
| 80
| 2
| 4
| 1
| 1
| 2
| 2
| 1
| 2
|
24
|
No
|
Travel_Frequently
| 654
|
Software
| 38
| 2
|
Human Resources
| 1
| 470
| 1
|
Male
| 146
| 1
| 2
|
Developer
| 3
|
Single
| 41,629
| 874,209
| 3
|
Y
|
No
| 35
| 1
| 2
| 80
| 1
| 33
| 2
| 3
| 5
| 4
| 3
| 4
|
20
|
Yes
|
Travel_Rarely
| 189
|
Sales
| 13
| 4
|
Life Sciences
| 1
| 471
| 4
|
Male
| 50
| 2
| 5
|
Developer
| 3
|
Single
| 42,308
| 1,100,008
| 1
|
Y
|
No
| 46
| 4
| 3
| 80
| 1
| 34
| 5
| 3
| 6
| 2
| 2
| 5
|
24
|
No
|
Non-Travel
| 499
|
Research & Development
| 3
| 1
|
Human Resources
| 1
| 472
| 4
|
Female
| 127
| 2
| 5
|
Manufacturing Director
| 4
|
Single
| 41,637
| 41,637
| 5
|
Y
|
No
| 35
| 2
| 1
| 80
| 1
| 28
| 5
| 4
| 3
| 3
| 1
| 1
|
56
|
Yes
|
Travel_Frequently
| 716
|
Software
| 15
| 3
|
Human Resources
| 1
| 473
| 2
|
Male
| 32
| 2
| 4
|
Sales Representative
| 3
|
Married
| 44,488
| 133,464
| 3
|
Y
|
Yes
| 3
| 1
| 3
| 80
| 1
| 37
| 1
| 3
| 13
| 10
| 6
| 7
|
47
|
No
|
Travel_Frequently
| 822
|
Human Resources
| 27
| 3
|
Medical
| 1
| 474
| 1
|
Female
| 158
| 3
| 4
|
Human Resources
| 4
|
Single
| 5,493
| 27,465
| 7
|
Y
|
No
| 32
| 2
| 2
| 80
| 2
| 10
| 1
| 4
| 1
| 1
| 1
| 1
|
46
|
Yes
|
Non-Travel
| 1,170
|
Sales
| 38
| 3
|
Medical
| 1
| 475
| 1
|
Male
| 104
| 2
| 2
|
Healthcare Representative
| 4
|
Married
| 32,220
| 579,960
| 3
|
Y
|
No
| 6
| 4
| 1
| 80
| 4
| 34
| 2
| 2
| 27
| 9
| 16
| 11
|
40
|
No
|
Travel_Frequently
| 1,239
|
Hardware
| 47
| 3
|
Technical Degree
| 1
| 476
| 4
|
Female
| 65
| 4
| 3
|
Healthcare Representative
| 3
|
Divorced
| 20,932
| 313,980
| 3
|
Y
|
Yes
| 42
| 4
| 1
| 80
| 3
| 25
| 3
| 2
| 3
| 2
| 3
| 2
|
36
|
No
|
Travel_Frequently
| 862
|
Human Resources
| 40
| 4
|
Marketing
| 1
| 477
| 1
|
Female
| 135
| 1
| 1
|
Healthcare Representative
| 4
|
Married
| 11,561
| 161,854
| 7
|
Y
|
No
| 27
| 3
| 2
| 80
| 1
| 27
| 1
| 1
| 14
| 11
| 3
| 8
|
28
|
No
|
Non-Travel
| 522
|
Hardware
| 6
| 2
|
Life Sciences
| 1
| 478
| 1
|
Male
| 133
| 3
| 3
|
Research Scientist
| 1
|
Single
| 42,918
| 386,262
| 0
|
Y
|
No
| 43
| 1
| 1
| 80
| 2
| 3
| 1
| 3
| 3
| 1
| 1
| 1
|
53
|
No
|
Non-Travel
| 123
|
Human Resources
| 15
| 1
|
Technical Degree
| 1
| 479
| 4
|
Male
| 100
| 1
| 5
|
Developer
| 4
|
Married
| 5,612
| 134,688
| 7
|
Y
|
Yes
| 27
| 3
| 3
| 80
| 1
| 18
| 1
| 4
| 11
| 6
| 9
| 1
|
25
|
Yes
|
Travel_Frequently
| 280
|
Sales
| 44
| 1
|
Life Sciences
| 1
| 480
| 4
|
Male
| 108
| 2
| 4
|
Research Director
| 1
|
Single
| 7,581
| 45,486
| 2
|
Y
|
No
| 46
| 1
| 4
| 80
| 4
| 4
| 2
| 4
| 1
| 1
| 1
| 1
|
24
|
No
|
Non-Travel
| 1,326
|
Software
| 18
| 5
|
Marketing
| 1
| 481
| 1
|
Female
| 129
| 2
| 5
|
Healthcare Representative
| 2
|
Married
| 42,580
| 1,192,240
| 1
|
Y
|
No
| 46
| 4
| 1
| 80
| 1
| 27
| 1
| 2
| 1
| 1
| 1
| 1
|
42
|
No
|
Travel_Frequently
| 1,377
|
Sales
| 39
| 1
|
Marketing
| 1
| 482
| 2
|
Female
| 166
| 4
| 5
|
Sales Executive
| 3
|
Divorced
| 33,075
| 760,725
| 5
|
Y
|
No
| 21
| 2
| 2
| 80
| 1
| 28
| 2
| 4
| 9
| 9
| 8
| 8
|
25
|
No
|
Travel_Rarely
| 1,354
|
Software
| 46
| 5
|
Technical Degree
| 1
| 483
| 1
|
Female
| 165
| 1
| 2
|
Sales Executive
| 3
|
Married
| 6,535
| 196,050
| 1
|
Y
|
Yes
| 12
| 1
| 4
| 80
| 4
| 25
| 2
| 1
| 1
| 1
| 1
| 1
|
53
|
Yes
|
Non-Travel
| 1,107
|
Support
| 7
| 3
|
Life Sciences
| 1
| 484
| 2
|
Female
| 105
| 1
| 1
|
Research Scientist
| 4
|
Divorced
| 24,530
| 515,130
| 0
|
Y
|
No
| 43
| 3
| 2
| 80
| 2
| 24
| 5
| 2
| 9
| 5
| 9
| 5
|
32
|
Yes
|
Travel_Rarely
| 860
|
Support
| 16
| 4
|
Human Resources
| 1
| 485
| 1
|
Female
| 62
| 4
| 1
|
Developer
| 1
|
Single
| 11,799
| 259,578
| 4
|
Y
|
Yes
| 14
| 4
| 3
| 80
| 3
| 32
| 5
| 2
| 11
| 9
| 11
| 7
|
59
|
Yes
|
Travel_Frequently
| 872
|
Research & Development
| 12
| 5
|
Human Resources
| 1
| 486
| 1
|
Male
| 70
| 1
| 4
|
Manager
| 2
|
Single
| 12,802
| 320,050
| 5
|
Y
|
No
| 35
| 3
| 1
| 80
| 4
| 19
| 1
| 4
| 17
| 9
| 13
| 9
|
39
|
No
|
Travel_Frequently
| 1,386
|
Hardware
| 34
| 5
|
Other
| 1
| 487
| 4
|
Male
| 173
| 4
| 3
|
Healthcare Representative
| 3
|
Divorced
| 24,404
| 732,120
| 5
|
Y
|
Yes
| 42
| 2
| 2
| 80
| 1
| 30
| 2
| 1
| 3
| 1
| 2
| 3
|
42
|
No
|
Travel_Frequently
| 871
|
Support
| 15
| 1
|
Marketing
| 1
| 488
| 2
|
Female
| 179
| 2
| 4
|
Sales Representative
| 3
|
Divorced
| 19,189
| 38,378
| 4
|
Y
|
Yes
| 10
| 3
| 4
| 80
| 2
| 27
| 1
| 4
| 11
| 8
| 3
| 11
|
32
|
Yes
|
Travel_Rarely
| 975
|
Sales
| 38
| 5
|
Other
| 1
| 489
| 2
|
Male
| 112
| 3
| 2
|
Sales Executive
| 2
|
Married
| 16,564
| 364,408
| 4
|
Y
|
No
| 2
| 3
| 2
| 80
| 4
| 23
| 4
| 3
| 13
| 4
| 8
| 13
|
53
|
Yes
|
Non-Travel
| 654
|
Sales
| 48
| 4
|
Medical
| 1
| 490
| 3
|
Female
| 36
| 3
| 2
|
Research Director
| 1
|
Single
| 50,822
| 1,219,728
| 6
|
Y
|
Yes
| 41
| 3
| 3
| 80
| 1
| 28
| 1
| 3
| 3
| 1
| 2
| 2
|
52
|
Yes
|
Travel_Rarely
| 667
|
Software
| 39
| 1
|
Human Resources
| 1
| 491
| 1
|
Female
| 89
| 1
| 5
|
Human Resources
| 3
|
Married
| 2,586
| 36,204
| 5
|
Y
|
Yes
| 18
| 3
| 4
| 80
| 3
| 6
| 1
| 1
| 2
| 1
| 2
| 2
|
42
|
Yes
|
Travel_Rarely
| 958
|
Software
| 6
| 5
|
Marketing
| 1
| 492
| 4
|
Male
| 47
| 2
| 5
|
Developer
| 2
|
Divorced
| 43,898
| 175,592
| 3
|
Y
|
Yes
| 24
| 1
| 3
| 80
| 4
| 37
| 4
| 3
| 14
| 8
| 9
| 2
|
39
|
Yes
|
Travel_Frequently
| 1,006
|
Support
| 41
| 1
|
Other
| 1
| 493
| 1
|
Female
| 187
| 1
| 2
|
Laboratory Technician
| 2
|
Single
| 17,164
| 514,920
| 5
|
Y
|
Yes
| 32
| 4
| 2
| 80
| 1
| 16
| 5
| 3
| 9
| 4
| 3
| 1
|
34
|
No
|
Travel_Frequently
| 1,166
|
Hardware
| 32
| 1
|
Medical
| 1
| 494
| 1
|
Female
| 138
| 1
| 4
|
Healthcare Representative
| 1
|
Divorced
| 34,460
| 895,960
| 8
|
Y
|
No
| 49
| 3
| 1
| 80
| 4
| 31
| 3
| 3
| 21
| 10
| 9
| 15
|
53
|
No
|
Travel_Rarely
| 220
|
Sales
| 11
| 1
|
Medical
| 1
| 495
| 3
|
Female
| 198
| 1
| 1
|
Sales Executive
| 2
|
Single
| 9,499
| 113,988
| 3
|
Y
|
Yes
| 19
| 3
| 4
| 80
| 3
| 1
| 2
| 3
| 1
| 1
| 1
| 1
|
57
|
No
|
Travel_Frequently
| 1,104
|
Support
| 41
| 2
|
Marketing
| 1
| 496
| 4
|
Male
| 82
| 2
| 2
|
Research Scientist
| 3
|
Single
| 48,898
| 1,173,552
| 1
|
Y
|
No
| 42
| 1
| 1
| 80
| 1
| 22
| 4
| 4
| 14
| 6
| 6
| 14
|
24
|
Yes
|
Travel_Frequently
| 549
|
Sales
| 12
| 5
|
Other
| 1
| 497
| 3
|
Female
| 84
| 3
| 2
|
Research Director
| 2
|
Single
| 39,170
| 783,400
| 4
|
Y
|
Yes
| 12
| 1
| 3
| 80
| 3
| 7
| 3
| 1
| 5
| 4
| 3
| 3
|
43
|
No
|
Travel_Frequently
| 838
|
Research & Development
| 6
| 3
|
Marketing
| 1
| 498
| 3
|
Female
| 51
| 1
| 3
|
Developer
| 2
|
Married
| 18,865
| 94,325
| 7
|
Y
|
No
| 14
| 2
| 3
| 80
| 3
| 31
| 3
| 2
| 13
| 13
| 11
| 7
|
44
|
Yes
|
Travel_Frequently
| 1,447
|
Hardware
| 17
| 5
|
Human Resources
| 1
| 499
| 1
|
Male
| 169
| 4
| 4
|
Human Resources
| 1
|
Married
| 22,203
| 266,436
| 7
|
Y
|
Yes
| 25
| 3
| 1
| 80
| 2
| 27
| 2
| 1
| 9
| 6
| 3
| 9
|
45
|
Yes
|
Non-Travel
| 859
|
Hardware
| 18
| 4
|
Other
| 1
| 500
| 3
|
Female
| 197
| 4
| 2
|
Healthcare Representative
| 4
|
Divorced
| 37,799
| 907,176
| 8
|
Y
|
Yes
| 45
| 1
| 1
| 80
| 2
| 29
| 3
| 2
| 5
| 3
| 5
| 3
|
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