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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
51
|
Yes
|
Travel_Rarely
| 330
|
Hardware
| 47
| 3
|
Technical Degree
| 1
| 701
| 1
|
Female
| 106
| 2
| 1
|
Sales Representative
| 4
|
Married
| 37,847
| 870,481
| 2
|
Y
|
Yes
| 12
| 4
| 2
| 80
| 3
| 18
| 2
| 2
| 11
| 1
| 1
| 8
|
30
|
No
|
Travel_Rarely
| 266
|
Sales
| 40
| 4
|
Life Sciences
| 1
| 702
| 1
|
Male
| 120
| 1
| 5
|
Sales Executive
| 2
|
Divorced
| 22,238
| 111,190
| 4
|
Y
|
No
| 33
| 3
| 3
| 80
| 2
| 10
| 6
| 3
| 10
| 10
| 10
| 8
|
51
|
No
|
Non-Travel
| 318
|
Research & Development
| 48
| 4
|
Life Sciences
| 1
| 703
| 2
|
Female
| 157
| 1
| 1
|
Research Director
| 1
|
Married
| 6,235
| 149,640
| 6
|
Y
|
Yes
| 6
| 2
| 4
| 80
| 1
| 23
| 5
| 3
| 16
| 14
| 4
| 16
|
42
|
No
|
Travel_Rarely
| 1,486
|
Support
| 33
| 1
|
Medical
| 1
| 704
| 3
|
Female
| 100
| 4
| 3
|
Healthcare Representative
| 3
|
Married
| 16,582
| 447,714
| 4
|
Y
|
Yes
| 49
| 1
| 3
| 80
| 1
| 14
| 1
| 4
| 1
| 1
| 1
| 1
|
22
|
No
|
Travel_Rarely
| 582
|
Research & Development
| 3
| 3
|
Medical
| 1
| 705
| 3
|
Male
| 93
| 3
| 1
|
Sales Executive
| 2
|
Divorced
| 41,545
| 1,038,625
| 8
|
Y
|
No
| 38
| 1
| 2
| 80
| 1
| 6
| 1
| 2
| 1
| 1
| 1
| 1
|
18
|
No
|
Travel_Rarely
| 829
|
Support
| 13
| 4
|
Human Resources
| 1
| 706
| 1
|
Female
| 44
| 3
| 1
|
Research Director
| 1
|
Single
| 5,161
| 67,093
| 6
|
Y
|
No
| 18
| 1
| 1
| 80
| 3
| 14
| 1
| 4
| 14
| 2
| 12
| 2
|
59
|
Yes
|
Travel_Frequently
| 445
|
Sales
| 46
| 1
|
Other
| 1
| 707
| 1
|
Female
| 192
| 2
| 1
|
Human Resources
| 2
|
Single
| 45,572
| 1,230,444
| 6
|
Y
|
No
| 21
| 3
| 2
| 80
| 4
| 8
| 6
| 2
| 1
| 1
| 1
| 1
|
41
|
Yes
|
Travel_Rarely
| 670
|
Research & Development
| 27
| 3
|
Technical Degree
| 1
| 708
| 4
|
Male
| 44
| 4
| 1
|
Healthcare Representative
| 1
|
Single
| 5,948
| 113,012
| 6
|
Y
|
Yes
| 5
| 1
| 1
| 80
| 1
| 5
| 2
| 1
| 3
| 1
| 2
| 3
|
52
|
No
|
Travel_Rarely
| 1,258
|
Research & Development
| 15
| 3
|
Marketing
| 1
| 709
| 4
|
Female
| 74
| 2
| 4
|
Developer
| 2
|
Divorced
| 5,440
| 70,720
| 5
|
Y
|
Yes
| 43
| 1
| 4
| 80
| 2
| 17
| 5
| 4
| 1
| 1
| 1
| 1
|
59
|
Yes
|
Travel_Rarely
| 1,070
|
Software
| 10
| 5
|
Technical Degree
| 1
| 710
| 1
|
Female
| 103
| 3
| 2
|
Human Resources
| 4
|
Divorced
| 44,279
| 1,018,417
| 3
|
Y
|
No
| 37
| 3
| 3
| 80
| 1
| 11
| 2
| 2
| 6
| 3
| 1
| 6
|
52
|
No
|
Travel_Rarely
| 1,332
|
Hardware
| 30
| 4
|
Life Sciences
| 1
| 711
| 4
|
Male
| 176
| 1
| 2
|
Healthcare Representative
| 4
|
Married
| 49,438
| 741,570
| 1
|
Y
|
Yes
| 36
| 4
| 3
| 80
| 2
| 25
| 5
| 2
| 4
| 1
| 2
| 1
|
20
|
No
|
Travel_Rarely
| 326
|
Sales
| 10
| 5
|
Medical
| 1
| 712
| 2
|
Female
| 88
| 2
| 5
|
Manager
| 1
|
Single
| 39,454
| 907,442
| 5
|
Y
|
Yes
| 12
| 2
| 2
| 80
| 2
| 19
| 6
| 4
| 1
| 1
| 1
| 1
|
35
|
No
|
Travel_Rarely
| 1,271
|
Human Resources
| 2
| 3
|
Life Sciences
| 1
| 713
| 2
|
Female
| 118
| 4
| 1
|
Manufacturing Director
| 2
|
Single
| 10,863
| 119,493
| 7
|
Y
|
Yes
| 3
| 4
| 3
| 80
| 2
| 10
| 3
| 4
| 4
| 2
| 3
| 3
|
54
|
No
|
Travel_Frequently
| 697
|
Hardware
| 30
| 1
|
Technical Degree
| 1
| 714
| 3
|
Male
| 180
| 1
| 1
|
Sales Executive
| 3
|
Single
| 46,989
| 281,934
| 0
|
Y
|
No
| 27
| 2
| 1
| 80
| 1
| 33
| 4
| 4
| 8
| 8
| 4
| 8
|
40
|
Yes
|
Travel_Rarely
| 1,272
|
Hardware
| 19
| 4
|
Marketing
| 1
| 715
| 1
|
Male
| 66
| 3
| 3
|
Research Scientist
| 4
|
Divorced
| 48,309
| 1,304,343
| 5
|
Y
|
No
| 7
| 2
| 4
| 80
| 2
| 25
| 6
| 4
| 24
| 9
| 16
| 17
|
54
|
Yes
|
Travel_Rarely
| 691
|
Research & Development
| 1
| 2
|
Human Resources
| 1
| 716
| 4
|
Female
| 123
| 4
| 4
|
Human Resources
| 4
|
Divorced
| 23,737
| 617,162
| 5
|
Y
|
No
| 46
| 4
| 4
| 80
| 4
| 37
| 3
| 2
| 17
| 11
| 1
| 11
|
20
|
Yes
|
Non-Travel
| 343
|
Software
| 43
| 3
|
Medical
| 1
| 717
| 3
|
Female
| 133
| 4
| 3
|
Developer
| 1
|
Married
| 33,337
| 766,751
| 0
|
Y
|
No
| 23
| 3
| 2
| 80
| 1
| 3
| 1
| 4
| 2
| 1
| 1
| 2
|
28
|
No
|
Travel_Rarely
| 494
|
Software
| 20
| 2
|
Technical Degree
| 1
| 718
| 3
|
Male
| 66
| 1
| 4
|
Research Director
| 1
|
Divorced
| 45,537
| 273,222
| 8
|
Y
|
No
| 36
| 3
| 3
| 80
| 2
| 2
| 3
| 1
| 1
| 1
| 1
| 1
|
50
|
No
|
Non-Travel
| 707
|
Software
| 25
| 5
|
Other
| 1
| 719
| 1
|
Male
| 70
| 1
| 2
|
Research Director
| 3
|
Single
| 28,964
| 115,856
| 3
|
Y
|
Yes
| 0
| 1
| 1
| 80
| 3
| 22
| 5
| 3
| 14
| 7
| 3
| 7
|
46
|
No
|
Travel_Frequently
| 1,228
|
Support
| 20
| 5
|
Human Resources
| 1
| 720
| 3
|
Female
| 34
| 4
| 4
|
Manufacturing Director
| 2
|
Divorced
| 19,587
| 97,935
| 2
|
Y
|
Yes
| 17
| 1
| 2
| 80
| 4
| 21
| 4
| 1
| 2
| 2
| 2
| 1
|
41
|
No
|
Travel_Frequently
| 1,428
|
Research & Development
| 6
| 3
|
Medical
| 1
| 721
| 2
|
Male
| 191
| 1
| 4
|
Healthcare Representative
| 2
|
Single
| 44,916
| 44,916
| 1
|
Y
|
Yes
| 28
| 1
| 1
| 80
| 1
| 18
| 6
| 1
| 13
| 13
| 8
| 1
|
47
|
No
|
Travel_Rarely
| 106
|
Human Resources
| 8
| 1
|
Human Resources
| 1
| 722
| 3
|
Male
| 200
| 2
| 3
|
Developer
| 3
|
Divorced
| 46,243
| 1,202,318
| 6
|
Y
|
Yes
| 15
| 2
| 4
| 80
| 1
| 33
| 3
| 3
| 10
| 7
| 1
| 3
|
19
|
Yes
|
Travel_Rarely
| 635
|
Sales
| 36
| 3
|
Medical
| 1
| 723
| 1
|
Male
| 57
| 2
| 5
|
Laboratory Technician
| 2
|
Single
| 18,070
| 433,680
| 2
|
Y
|
Yes
| 12
| 2
| 2
| 80
| 4
| 19
| 1
| 1
| 7
| 6
| 5
| 5
|
36
|
Yes
|
Travel_Frequently
| 689
|
Human Resources
| 11
| 1
|
Human Resources
| 1
| 724
| 1
|
Male
| 124
| 1
| 2
|
Developer
| 2
|
Divorced
| 47,409
| 616,317
| 3
|
Y
|
No
| 16
| 3
| 2
| 80
| 3
| 24
| 2
| 2
| 4
| 2
| 4
| 4
|
39
|
No
|
Travel_Frequently
| 891
|
Human Resources
| 42
| 1
|
Medical
| 1
| 725
| 3
|
Female
| 46
| 1
| 3
|
Manager
| 2
|
Divorced
| 29,032
| 696,768
| 1
|
Y
|
Yes
| 11
| 4
| 4
| 80
| 2
| 35
| 2
| 2
| 29
| 26
| 27
| 28
|
54
|
Yes
|
Non-Travel
| 385
|
Hardware
| 13
| 3
|
Medical
| 1
| 726
| 4
|
Male
| 65
| 1
| 4
|
Sales Representative
| 4
|
Married
| 41,219
| 82,438
| 1
|
Y
|
No
| 12
| 3
| 3
| 80
| 1
| 18
| 2
| 4
| 10
| 9
| 7
| 9
|
53
|
No
|
Non-Travel
| 1,360
|
Software
| 19
| 3
|
Medical
| 1
| 727
| 3
|
Male
| 37
| 1
| 4
|
Manager
| 4
|
Single
| 28,284
| 226,272
| 3
|
Y
|
Yes
| 7
| 2
| 4
| 80
| 1
| 22
| 4
| 3
| 18
| 12
| 5
| 4
|
40
|
Yes
|
Travel_Rarely
| 332
|
Human Resources
| 23
| 2
|
Marketing
| 1
| 728
| 1
|
Female
| 45
| 3
| 3
|
Healthcare Representative
| 2
|
Married
| 5,198
| 109,158
| 1
|
Y
|
Yes
| 18
| 3
| 3
| 80
| 4
| 24
| 1
| 1
| 9
| 8
| 7
| 4
|
21
|
No
|
Travel_Rarely
| 1,436
|
Hardware
| 39
| 2
|
Technical Degree
| 1
| 729
| 4
|
Male
| 64
| 4
| 1
|
Human Resources
| 4
|
Married
| 7,839
| 109,746
| 6
|
Y
|
No
| 6
| 4
| 3
| 80
| 1
| 27
| 3
| 2
| 13
| 7
| 11
| 10
|
20
|
Yes
|
Travel_Rarely
| 477
|
Software
| 3
| 1
|
Medical
| 1
| 730
| 3
|
Female
| 46
| 3
| 5
|
Research Scientist
| 2
|
Single
| 32,586
| 130,344
| 0
|
Y
|
Yes
| 35
| 2
| 4
| 80
| 4
| 29
| 5
| 3
| 5
| 4
| 5
| 3
|
48
|
No
|
Travel_Frequently
| 192
|
Hardware
| 28
| 3
|
Marketing
| 1
| 731
| 1
|
Male
| 170
| 4
| 4
|
Research Scientist
| 4
|
Single
| 16,841
| 168,410
| 7
|
Y
|
No
| 8
| 2
| 1
| 80
| 4
| 30
| 5
| 3
| 1
| 1
| 1
| 1
|
36
|
No
|
Travel_Rarely
| 490
|
Human Resources
| 5
| 3
|
Human Resources
| 1
| 732
| 3
|
Male
| 161
| 1
| 5
|
Research Scientist
| 3
|
Single
| 49,007
| 784,112
| 0
|
Y
|
No
| 1
| 4
| 3
| 80
| 1
| 2
| 3
| 4
| 1
| 1
| 1
| 1
|
47
|
Yes
|
Travel_Rarely
| 186
|
Hardware
| 40
| 2
|
Marketing
| 1
| 733
| 1
|
Male
| 135
| 2
| 2
|
Healthcare Representative
| 3
|
Single
| 32,053
| 641,060
| 8
|
Y
|
Yes
| 8
| 4
| 1
| 80
| 3
| 19
| 4
| 4
| 9
| 8
| 1
| 8
|
59
|
No
|
Travel_Rarely
| 861
|
Software
| 26
| 2
|
Technical Degree
| 1
| 734
| 4
|
Male
| 80
| 3
| 2
|
Human Resources
| 3
|
Divorced
| 19,193
| 326,281
| 5
|
Y
|
No
| 31
| 3
| 2
| 80
| 2
| 9
| 6
| 4
| 6
| 4
| 3
| 6
|
50
|
No
|
Non-Travel
| 711
|
Support
| 34
| 4
|
Medical
| 1
| 735
| 1
|
Male
| 131
| 3
| 5
|
Sales Executive
| 4
|
Single
| 6,652
| 152,996
| 6
|
Y
|
Yes
| 8
| 3
| 2
| 80
| 4
| 31
| 4
| 3
| 22
| 20
| 6
| 13
|
42
|
No
|
Non-Travel
| 278
|
Human Resources
| 16
| 3
|
Medical
| 1
| 736
| 1
|
Male
| 51
| 3
| 3
|
Manager
| 1
|
Single
| 35,913
| 502,782
| 4
|
Y
|
Yes
| 26
| 1
| 4
| 80
| 4
| 6
| 4
| 3
| 6
| 1
| 5
| 4
|
60
|
No
|
Travel_Frequently
| 911
|
Hardware
| 27
| 1
|
Human Resources
| 1
| 737
| 1
|
Male
| 178
| 1
| 1
|
Healthcare Representative
| 2
|
Single
| 33,299
| 166,495
| 3
|
Y
|
No
| 16
| 1
| 1
| 80
| 3
| 27
| 2
| 2
| 12
| 6
| 10
| 2
|
44
|
No
|
Travel_Rarely
| 1,148
|
Hardware
| 1
| 5
|
Other
| 1
| 738
| 1
|
Male
| 59
| 2
| 3
|
Sales Executive
| 3
|
Single
| 45,837
| 183,348
| 2
|
Y
|
No
| 14
| 3
| 4
| 80
| 1
| 26
| 6
| 4
| 23
| 17
| 5
| 18
|
24
|
Yes
|
Non-Travel
| 1,358
|
Software
| 2
| 2
|
Technical Degree
| 1
| 739
| 4
|
Female
| 55
| 1
| 3
|
Sales Executive
| 1
|
Single
| 19,892
| 278,488
| 7
|
Y
|
No
| 41
| 2
| 3
| 80
| 3
| 7
| 3
| 2
| 3
| 3
| 1
| 1
|
38
|
Yes
|
Travel_Frequently
| 468
|
Support
| 50
| 5
|
Medical
| 1
| 740
| 2
|
Male
| 128
| 2
| 4
|
Human Resources
| 1
|
Married
| 29,486
| 560,234
| 4
|
Y
|
Yes
| 29
| 3
| 4
| 80
| 3
| 8
| 4
| 3
| 8
| 5
| 3
| 6
|
31
|
Yes
|
Travel_Frequently
| 1,403
|
Support
| 7
| 1
|
Medical
| 1
| 741
| 2
|
Male
| 168
| 4
| 5
|
Research Director
| 2
|
Married
| 38,956
| 38,956
| 8
|
Y
|
No
| 35
| 2
| 3
| 80
| 1
| 7
| 1
| 2
| 4
| 2
| 4
| 2
|
46
|
Yes
|
Travel_Frequently
| 1,010
|
Research & Development
| 17
| 2
|
Human Resources
| 1
| 742
| 2
|
Female
| 106
| 2
| 2
|
Sales Representative
| 1
|
Single
| 14,980
| 29,960
| 7
|
Y
|
Yes
| 21
| 3
| 4
| 80
| 2
| 27
| 2
| 2
| 27
| 9
| 19
| 16
|
28
|
No
|
Non-Travel
| 1,195
|
Research & Development
| 2
| 5
|
Human Resources
| 1
| 743
| 4
|
Female
| 170
| 2
| 5
|
Laboratory Technician
| 4
|
Single
| 24,101
| 409,717
| 2
|
Y
|
Yes
| 15
| 2
| 3
| 80
| 1
| 36
| 6
| 4
| 12
| 8
| 3
| 4
|
21
|
No
|
Travel_Rarely
| 1,100
|
Human Resources
| 12
| 4
|
Other
| 1
| 744
| 1
|
Female
| 58
| 1
| 2
|
Developer
| 2
|
Divorced
| 17,760
| 337,440
| 2
|
Y
|
Yes
| 28
| 3
| 4
| 80
| 3
| 21
| 4
| 4
| 3
| 1
| 2
| 3
|
22
|
No
|
Travel_Rarely
| 804
|
Software
| 26
| 5
|
Marketing
| 1
| 745
| 2
|
Female
| 36
| 4
| 1
|
Laboratory Technician
| 2
|
Single
| 49,495
| 1,385,860
| 3
|
Y
|
No
| 41
| 1
| 4
| 80
| 2
| 24
| 1
| 1
| 17
| 15
| 6
| 1
|
52
|
No
|
Non-Travel
| 1,482
|
Software
| 49
| 3
|
Other
| 1
| 746
| 3
|
Male
| 38
| 3
| 3
|
Sales Executive
| 4
|
Divorced
| 10,971
| 263,304
| 7
|
Y
|
Yes
| 23
| 1
| 1
| 80
| 4
| 35
| 4
| 3
| 33
| 17
| 13
| 32
|
44
|
No
|
Travel_Frequently
| 407
|
Software
| 10
| 2
|
Marketing
| 1
| 747
| 3
|
Male
| 110
| 2
| 1
|
Sales Representative
| 1
|
Married
| 40,772
| 1,182,388
| 6
|
Y
|
No
| 8
| 4
| 4
| 80
| 4
| 31
| 4
| 1
| 6
| 5
| 4
| 5
|
33
|
No
|
Non-Travel
| 845
|
Research & Development
| 19
| 4
|
Medical
| 1
| 748
| 1
|
Female
| 123
| 1
| 1
|
Developer
| 3
|
Married
| 43,702
| 1,136,252
| 8
|
Y
|
No
| 42
| 3
| 4
| 80
| 4
| 23
| 6
| 4
| 11
| 6
| 8
| 11
|
50
|
No
|
Travel_Rarely
| 293
|
Sales
| 29
| 2
|
Other
| 1
| 749
| 2
|
Male
| 130
| 3
| 3
|
Manufacturing Director
| 1
|
Single
| 28,330
| 623,260
| 0
|
Y
|
No
| 8
| 2
| 1
| 80
| 3
| 17
| 4
| 2
| 7
| 5
| 5
| 1
|
40
|
Yes
|
Non-Travel
| 992
|
Software
| 37
| 5
|
Other
| 1
| 750
| 1
|
Male
| 68
| 3
| 4
|
Research Director
| 3
|
Divorced
| 36,760
| 661,680
| 2
|
Y
|
No
| 45
| 3
| 3
| 80
| 3
| 40
| 1
| 2
| 31
| 26
| 6
| 20
|
41
|
No
|
Travel_Frequently
| 1,155
|
Support
| 41
| 5
|
Other
| 1
| 751
| 4
|
Male
| 171
| 3
| 1
|
Laboratory Technician
| 3
|
Divorced
| 16,447
| 16,447
| 3
|
Y
|
No
| 29
| 4
| 3
| 80
| 4
| 25
| 1
| 4
| 4
| 1
| 4
| 3
|
24
|
Yes
|
Non-Travel
| 928
|
Hardware
| 8
| 1
|
Technical Degree
| 1
| 752
| 1
|
Female
| 65
| 4
| 2
|
Healthcare Representative
| 1
|
Single
| 48,177
| 1,204,425
| 1
|
Y
|
No
| 18
| 1
| 2
| 80
| 4
| 12
| 5
| 4
| 4
| 2
| 4
| 1
|
46
|
No
|
Non-Travel
| 1,301
|
Research & Development
| 45
| 4
|
Human Resources
| 1
| 753
| 1
|
Male
| 170
| 3
| 3
|
Sales Executive
| 3
|
Married
| 4,156
| 54,028
| 1
|
Y
|
Yes
| 48
| 3
| 3
| 80
| 3
| 23
| 3
| 3
| 13
| 7
| 5
| 9
|
26
|
No
|
Travel_Rarely
| 161
|
Software
| 24
| 4
|
Medical
| 1
| 754
| 1
|
Female
| 181
| 2
| 2
|
Healthcare Representative
| 3
|
Divorced
| 13,121
| 249,299
| 1
|
Y
|
No
| 8
| 3
| 2
| 80
| 4
| 16
| 1
| 1
| 14
| 3
| 13
| 7
|
47
|
Yes
|
Travel_Frequently
| 375
|
Support
| 27
| 1
|
Marketing
| 1
| 755
| 4
|
Female
| 30
| 2
| 2
|
Healthcare Representative
| 3
|
Divorced
| 6,312
| 126,240
| 1
|
Y
|
No
| 34
| 1
| 2
| 80
| 2
| 12
| 1
| 4
| 8
| 2
| 8
| 5
|
34
|
Yes
|
Travel_Rarely
| 988
|
Sales
| 7
| 2
|
Life Sciences
| 1
| 756
| 3
|
Female
| 195
| 3
| 4
|
Laboratory Technician
| 4
|
Single
| 25,421
| 610,104
| 2
|
Y
|
Yes
| 26
| 2
| 4
| 80
| 4
| 30
| 6
| 2
| 16
| 6
| 14
| 14
|
39
|
No
|
Travel_Rarely
| 1,299
|
Sales
| 32
| 3
|
Life Sciences
| 1
| 757
| 2
|
Male
| 136
| 4
| 5
|
Manufacturing Director
| 4
|
Married
| 35,796
| 143,184
| 8
|
Y
|
No
| 12
| 4
| 2
| 80
| 4
| 11
| 5
| 4
| 3
| 3
| 1
| 3
|
22
|
Yes
|
Travel_Rarely
| 1,340
|
Sales
| 8
| 4
|
Marketing
| 1
| 758
| 4
|
Female
| 72
| 2
| 5
|
Sales Representative
| 2
|
Married
| 40,368
| 363,312
| 8
|
Y
|
No
| 25
| 2
| 2
| 80
| 2
| 34
| 6
| 3
| 14
| 6
| 10
| 3
|
58
|
Yes
|
Travel_Rarely
| 1,140
|
Research & Development
| 27
| 1
|
Life Sciences
| 1
| 759
| 1
|
Female
| 86
| 3
| 2
|
Sales Executive
| 1
|
Divorced
| 20,287
| 263,731
| 7
|
Y
|
Yes
| 15
| 1
| 2
| 80
| 1
| 8
| 6
| 2
| 4
| 1
| 2
| 3
|
28
|
No
|
Non-Travel
| 893
|
Human Resources
| 19
| 3
|
Marketing
| 1
| 760
| 2
|
Female
| 149
| 4
| 1
|
Sales Representative
| 2
|
Divorced
| 41,006
| 902,132
| 4
|
Y
|
Yes
| 16
| 4
| 1
| 80
| 2
| 38
| 3
| 4
| 37
| 1
| 34
| 26
|
51
|
No
|
Non-Travel
| 1,121
|
Research & Development
| 24
| 3
|
Technical Degree
| 1
| 761
| 4
|
Female
| 171
| 4
| 1
|
Laboratory Technician
| 2
|
Divorced
| 39,543
| 672,231
| 2
|
Y
|
Yes
| 8
| 2
| 3
| 80
| 1
| 1
| 3
| 3
| 1
| 1
| 1
| 1
|
23
|
No
|
Non-Travel
| 1,495
|
Hardware
| 9
| 2
|
Human Resources
| 1
| 762
| 2
|
Male
| 142
| 2
| 5
|
Manufacturing Director
| 2
|
Married
| 22,575
| 541,800
| 6
|
Y
|
No
| 13
| 4
| 4
| 80
| 2
| 17
| 3
| 2
| 9
| 3
| 4
| 6
|
48
|
No
|
Travel_Rarely
| 555
|
Support
| 27
| 1
|
Human Resources
| 1
| 763
| 3
|
Female
| 91
| 4
| 1
|
Healthcare Representative
| 1
|
Married
| 31,624
| 158,120
| 1
|
Y
|
Yes
| 42
| 4
| 1
| 80
| 4
| 32
| 5
| 1
| 9
| 3
| 6
| 6
|
59
|
Yes
|
Travel_Frequently
| 110
|
Hardware
| 14
| 3
|
Life Sciences
| 1
| 764
| 4
|
Female
| 84
| 2
| 3
|
Manufacturing Director
| 1
|
Married
| 12,313
| 221,634
| 3
|
Y
|
Yes
| 33
| 1
| 2
| 80
| 4
| 37
| 5
| 3
| 12
| 11
| 12
| 10
|
47
|
Yes
|
Travel_Frequently
| 1,445
|
Software
| 9
| 4
|
Marketing
| 1
| 765
| 1
|
Male
| 178
| 2
| 5
|
Developer
| 1
|
Divorced
| 29,005
| 551,095
| 5
|
Y
|
No
| 27
| 4
| 2
| 80
| 1
| 37
| 1
| 2
| 18
| 13
| 12
| 1
|
33
|
Yes
|
Travel_Rarely
| 858
|
Software
| 45
| 5
|
Technical Degree
| 1
| 766
| 4
|
Female
| 154
| 3
| 2
|
Laboratory Technician
| 1
|
Married
| 4,295
| 120,260
| 0
|
Y
|
No
| 19
| 2
| 3
| 80
| 4
| 34
| 2
| 3
| 2
| 1
| 2
| 2
|
26
|
No
|
Travel_Frequently
| 413
|
Research & Development
| 23
| 4
|
Technical Degree
| 1
| 767
| 1
|
Male
| 64
| 1
| 2
|
Healthcare Representative
| 4
|
Divorced
| 47,999
| 767,984
| 5
|
Y
|
No
| 25
| 2
| 1
| 80
| 4
| 32
| 1
| 3
| 3
| 2
| 2
| 2
|
43
|
Yes
|
Travel_Frequently
| 219
|
Software
| 44
| 3
|
Technical Degree
| 1
| 768
| 2
|
Female
| 34
| 2
| 5
|
Sales Executive
| 3
|
Single
| 1,496
| 23,936
| 3
|
Y
|
No
| 48
| 3
| 4
| 80
| 2
| 9
| 3
| 1
| 7
| 6
| 5
| 2
|
18
|
Yes
|
Travel_Rarely
| 1,018
|
Software
| 4
| 4
|
Medical
| 1
| 769
| 2
|
Male
| 151
| 4
| 5
|
Manufacturing Director
| 1
|
Divorced
| 17,448
| 104,688
| 0
|
Y
|
No
| 29
| 1
| 3
| 80
| 2
| 11
| 3
| 3
| 1
| 1
| 1
| 1
|
23
|
Yes
|
Travel_Frequently
| 709
|
Sales
| 21
| 2
|
Technical Degree
| 1
| 770
| 3
|
Male
| 145
| 1
| 1
|
Human Resources
| 3
|
Divorced
| 19,777
| 39,554
| 2
|
Y
|
Yes
| 4
| 3
| 2
| 80
| 2
| 35
| 3
| 2
| 34
| 18
| 22
| 32
|
29
|
Yes
|
Travel_Frequently
| 1,401
|
Hardware
| 4
| 1
|
Human Resources
| 1
| 771
| 1
|
Male
| 36
| 1
| 3
|
Manager
| 1
|
Single
| 45,103
| 360,824
| 5
|
Y
|
No
| 32
| 1
| 3
| 80
| 4
| 3
| 3
| 1
| 1
| 1
| 1
| 1
|
23
|
No
|
Travel_Frequently
| 776
|
Software
| 11
| 3
|
Technical Degree
| 1
| 772
| 4
|
Male
| 164
| 4
| 3
|
Sales Representative
| 2
|
Divorced
| 20,956
| 502,944
| 0
|
Y
|
No
| 4
| 1
| 3
| 80
| 3
| 14
| 6
| 4
| 3
| 2
| 1
| 3
|
42
|
Yes
|
Non-Travel
| 838
|
Human Resources
| 47
| 1
|
Other
| 1
| 773
| 1
|
Female
| 34
| 3
| 5
|
Manufacturing Director
| 1
|
Married
| 32,639
| 293,751
| 5
|
Y
|
Yes
| 1
| 2
| 4
| 80
| 3
| 10
| 5
| 1
| 6
| 1
| 6
| 3
|
27
|
Yes
|
Non-Travel
| 122
|
Support
| 33
| 2
|
Life Sciences
| 1
| 774
| 3
|
Male
| 191
| 3
| 5
|
Manufacturing Director
| 4
|
Single
| 4,687
| 70,305
| 1
|
Y
|
Yes
| 45
| 3
| 4
| 80
| 1
| 3
| 4
| 2
| 1
| 1
| 1
| 1
|
23
|
Yes
|
Travel_Rarely
| 445
|
Human Resources
| 2
| 4
|
Medical
| 1
| 775
| 2
|
Female
| 192
| 2
| 3
|
Manufacturing Director
| 4
|
Married
| 12,741
| 25,482
| 2
|
Y
|
Yes
| 25
| 4
| 4
| 80
| 1
| 9
| 1
| 2
| 6
| 5
| 3
| 1
|
52
|
Yes
|
Travel_Rarely
| 1,130
|
Hardware
| 49
| 3
|
Human Resources
| 1
| 776
| 1
|
Male
| 38
| 1
| 3
|
Healthcare Representative
| 2
|
Single
| 1,303
| 16,939
| 4
|
Y
|
No
| 18
| 4
| 1
| 80
| 4
| 30
| 6
| 4
| 7
| 5
| 4
| 5
|
48
|
Yes
|
Travel_Rarely
| 279
|
Hardware
| 6
| 1
|
Human Resources
| 1
| 777
| 4
|
Female
| 134
| 1
| 5
|
Manager
| 4
|
Married
| 44,194
| 530,328
| 4
|
Y
|
Yes
| 21
| 1
| 4
| 80
| 4
| 3
| 5
| 3
| 3
| 2
| 2
| 2
|
34
|
No
|
Travel_Rarely
| 1,454
|
Sales
| 33
| 2
|
Technical Degree
| 1
| 778
| 4
|
Female
| 41
| 3
| 5
|
Developer
| 4
|
Divorced
| 20,327
| 589,483
| 2
|
Y
|
Yes
| 44
| 3
| 1
| 80
| 3
| 34
| 1
| 1
| 21
| 21
| 10
| 5
|
48
|
Yes
|
Non-Travel
| 1,024
|
Research & Development
| 3
| 5
|
Other
| 1
| 779
| 1
|
Female
| 190
| 3
| 5
|
Laboratory Technician
| 1
|
Divorced
| 13,422
| 187,908
| 5
|
Y
|
No
| 5
| 4
| 2
| 80
| 3
| 8
| 4
| 1
| 7
| 3
| 3
| 2
|
55
|
Yes
|
Non-Travel
| 1,191
|
Sales
| 23
| 1
|
Life Sciences
| 1
| 780
| 1
|
Female
| 160
| 1
| 5
|
Sales Executive
| 2
|
Married
| 21,833
| 436,660
| 1
|
Y
|
Yes
| 0
| 4
| 2
| 80
| 3
| 34
| 5
| 2
| 6
| 1
| 6
| 1
|
22
|
No
|
Travel_Rarely
| 572
|
Sales
| 46
| 3
|
Other
| 1
| 781
| 2
|
Female
| 41
| 1
| 2
|
Developer
| 3
|
Single
| 3,413
| 17,065
| 0
|
Y
|
Yes
| 30
| 2
| 2
| 80
| 3
| 9
| 1
| 2
| 8
| 5
| 7
| 6
|
20
|
Yes
|
Travel_Rarely
| 781
|
Human Resources
| 3
| 1
|
Technical Degree
| 1
| 782
| 3
|
Male
| 160
| 4
| 4
|
Laboratory Technician
| 1
|
Married
| 40,350
| 605,250
| 2
|
Y
|
No
| 6
| 3
| 2
| 80
| 4
| 22
| 2
| 3
| 13
| 11
| 10
| 4
|
18
|
No
|
Non-Travel
| 1,414
|
Hardware
| 22
| 1
|
Other
| 1
| 783
| 1
|
Female
| 68
| 4
| 5
|
Sales Representative
| 1
|
Divorced
| 3,455
| 20,730
| 6
|
Y
|
Yes
| 20
| 2
| 4
| 80
| 3
| 9
| 1
| 2
| 3
| 1
| 1
| 1
|
30
|
No
|
Travel_Frequently
| 1,143
|
Human Resources
| 36
| 1
|
Marketing
| 1
| 784
| 2
|
Male
| 127
| 3
| 1
|
Manager
| 1
|
Married
| 3,488
| 13,952
| 3
|
Y
|
No
| 34
| 3
| 2
| 80
| 4
| 18
| 1
| 2
| 6
| 2
| 6
| 5
|
49
|
No
|
Travel_Frequently
| 229
|
Hardware
| 6
| 5
|
Human Resources
| 1
| 785
| 4
|
Male
| 151
| 2
| 5
|
Developer
| 4
|
Divorced
| 45,635
| 182,540
| 2
|
Y
|
Yes
| 29
| 3
| 3
| 80
| 4
| 2
| 1
| 1
| 2
| 2
| 1
| 1
|
32
|
Yes
|
Travel_Frequently
| 1,100
|
Human Resources
| 49
| 1
|
Life Sciences
| 1
| 786
| 2
|
Female
| 82
| 1
| 3
|
Manufacturing Director
| 3
|
Single
| 49,983
| 649,779
| 6
|
Y
|
Yes
| 20
| 4
| 4
| 80
| 2
| 6
| 4
| 3
| 6
| 6
| 5
| 3
|
48
|
No
|
Travel_Frequently
| 1,497
|
Support
| 39
| 5
|
Technical Degree
| 1
| 787
| 4
|
Female
| 172
| 3
| 2
|
Developer
| 2
|
Single
| 16,539
| 231,546
| 5
|
Y
|
No
| 37
| 2
| 3
| 80
| 1
| 40
| 6
| 1
| 8
| 4
| 4
| 5
|
56
|
No
|
Travel_Frequently
| 111
|
Hardware
| 50
| 5
|
Medical
| 1
| 788
| 1
|
Female
| 87
| 1
| 5
|
Manager
| 3
|
Married
| 14,334
| 315,348
| 5
|
Y
|
No
| 20
| 2
| 1
| 80
| 4
| 13
| 5
| 3
| 4
| 3
| 4
| 1
|
30
|
Yes
|
Non-Travel
| 626
|
Human Resources
| 49
| 3
|
Other
| 1
| 789
| 1
|
Female
| 156
| 4
| 1
|
Sales Executive
| 4
|
Divorced
| 5,072
| 147,088
| 4
|
Y
|
Yes
| 26
| 1
| 3
| 80
| 4
| 21
| 6
| 3
| 20
| 17
| 2
| 12
|
26
|
No
|
Non-Travel
| 655
|
Human Resources
| 2
| 1
|
Human Resources
| 1
| 790
| 2
|
Male
| 51
| 2
| 2
|
Developer
| 3
|
Divorced
| 7,742
| 154,840
| 4
|
Y
|
No
| 15
| 1
| 2
| 80
| 2
| 30
| 2
| 1
| 29
| 18
| 9
| 15
|
26
|
Yes
|
Non-Travel
| 110
|
Hardware
| 49
| 2
|
Technical Degree
| 1
| 791
| 2
|
Female
| 85
| 1
| 1
|
Sales Executive
| 1
|
Divorced
| 9,861
| 295,830
| 2
|
Y
|
Yes
| 26
| 4
| 4
| 80
| 1
| 3
| 4
| 1
| 3
| 1
| 2
| 1
|
52
|
Yes
|
Travel_Frequently
| 776
|
Sales
| 21
| 4
|
Medical
| 1
| 792
| 4
|
Female
| 175
| 3
| 1
|
Research Director
| 3
|
Divorced
| 37,519
| 450,228
| 2
|
Y
|
No
| 32
| 1
| 2
| 80
| 3
| 4
| 4
| 3
| 1
| 1
| 1
| 1
|
48
|
No
|
Non-Travel
| 725
|
Human Resources
| 8
| 1
|
Human Resources
| 1
| 793
| 4
|
Female
| 146
| 1
| 5
|
Manufacturing Director
| 4
|
Married
| 42,158
| 885,318
| 1
|
Y
|
Yes
| 4
| 3
| 4
| 80
| 1
| 10
| 6
| 2
| 5
| 1
| 5
| 5
|
21
|
Yes
|
Travel_Frequently
| 1,242
|
Human Resources
| 32
| 4
|
Human Resources
| 1
| 794
| 2
|
Male
| 146
| 1
| 4
|
Developer
| 2
|
Single
| 19,657
| 176,913
| 2
|
Y
|
Yes
| 16
| 1
| 4
| 80
| 3
| 32
| 3
| 3
| 21
| 5
| 12
| 12
|
45
|
No
|
Travel_Rarely
| 1,152
|
Support
| 26
| 1
|
Human Resources
| 1
| 795
| 4
|
Male
| 183
| 1
| 5
|
Manufacturing Director
| 4
|
Single
| 22,689
| 453,780
| 6
|
Y
|
Yes
| 6
| 1
| 4
| 80
| 1
| 22
| 6
| 2
| 9
| 1
| 8
| 2
|
57
|
Yes
|
Travel_Frequently
| 339
|
Software
| 43
| 3
|
Marketing
| 1
| 796
| 1
|
Male
| 168
| 1
| 1
|
Research Director
| 1
|
Married
| 1,754
| 15,786
| 8
|
Y
|
Yes
| 32
| 3
| 3
| 80
| 1
| 11
| 6
| 1
| 2
| 2
| 1
| 1
|
55
|
No
|
Travel_Frequently
| 560
|
Support
| 15
| 1
|
Technical Degree
| 1
| 797
| 1
|
Female
| 37
| 4
| 2
|
Research Scientist
| 2
|
Single
| 33,391
| 434,083
| 0
|
Y
|
No
| 47
| 4
| 2
| 80
| 2
| 35
| 2
| 4
| 11
| 11
| 6
| 2
|
38
|
Yes
|
Travel_Rarely
| 1,437
|
Support
| 26
| 2
|
Medical
| 1
| 798
| 1
|
Male
| 124
| 3
| 2
|
Developer
| 2
|
Single
| 25,981
| 285,791
| 4
|
Y
|
No
| 21
| 3
| 1
| 80
| 4
| 4
| 6
| 2
| 2
| 2
| 2
| 1
|
39
|
No
|
Travel_Frequently
| 432
|
Sales
| 39
| 3
|
Medical
| 1
| 799
| 2
|
Male
| 144
| 2
| 5
|
Manufacturing Director
| 2
|
Single
| 47,463
| 142,389
| 4
|
Y
|
No
| 0
| 4
| 4
| 80
| 3
| 2
| 3
| 2
| 1
| 1
| 1
| 1
|
56
|
Yes
|
Non-Travel
| 1,441
|
Hardware
| 8
| 3
|
Other
| 1
| 800
| 3
|
Female
| 45
| 3
| 2
|
Sales Executive
| 4
|
Single
| 24,270
| 315,510
| 8
|
Y
|
No
| 4
| 2
| 1
| 80
| 4
| 30
| 3
| 2
| 7
| 7
| 7
| 7
|
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