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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
40
|
No
|
Travel_Rarely
| 216
|
Research & Development
| 1
| 1
|
Human Resources
| 1
| 1,501
| 2
|
Male
| 107
| 3
| 3
|
Developer
| 1
|
Divorced
| 48,215
| 1,350,020
| 2
|
Y
|
No
| 33
| 1
| 2
| 80
| 1
| 40
| 6
| 4
| 29
| 19
| 19
| 3
|
19
|
No
|
Travel_Rarely
| 260
|
Human Resources
| 16
| 2
|
Technical Degree
| 1
| 1,502
| 2
|
Male
| 43
| 1
| 1
|
Sales Representative
| 2
|
Married
| 46,455
| 696,825
| 0
|
Y
|
No
| 17
| 1
| 4
| 80
| 1
| 28
| 4
| 3
| 27
| 23
| 13
| 16
|
54
|
No
|
Non-Travel
| 681
|
Sales
| 13
| 4
|
Technical Degree
| 1
| 1,503
| 3
|
Female
| 68
| 2
| 1
|
Sales Representative
| 3
|
Single
| 26,959
| 566,139
| 4
|
Y
|
No
| 43
| 4
| 2
| 80
| 1
| 4
| 2
| 3
| 2
| 1
| 1
| 2
|
59
|
No
|
Non-Travel
| 404
|
Human Resources
| 27
| 2
|
Life Sciences
| 1
| 1,504
| 4
|
Female
| 44
| 4
| 4
|
Sales Representative
| 4
|
Divorced
| 31,846
| 636,920
| 0
|
Y
|
No
| 49
| 1
| 4
| 80
| 3
| 23
| 5
| 4
| 3
| 3
| 1
| 3
|
21
|
No
|
Travel_Rarely
| 1,025
|
Support
| 40
| 3
|
Human Resources
| 1
| 1,505
| 3
|
Male
| 42
| 1
| 1
|
Laboratory Technician
| 4
|
Single
| 35,143
| 70,286
| 5
|
Y
|
Yes
| 31
| 2
| 2
| 80
| 3
| 11
| 6
| 3
| 8
| 6
| 3
| 1
|
26
|
Yes
|
Travel_Frequently
| 941
|
Research & Development
| 43
| 4
|
Life Sciences
| 1
| 1,506
| 4
|
Female
| 117
| 4
| 4
|
Research Scientist
| 1
|
Divorced
| 7,559
| 166,298
| 3
|
Y
|
Yes
| 41
| 3
| 2
| 80
| 4
| 1
| 5
| 1
| 1
| 1
| 1
| 1
|
55
|
No
|
Travel_Rarely
| 277
|
Sales
| 19
| 5
|
Other
| 1
| 1,507
| 2
|
Female
| 170
| 3
| 2
|
Developer
| 3
|
Divorced
| 2,150
| 27,950
| 2
|
Y
|
Yes
| 44
| 2
| 3
| 80
| 2
| 27
| 3
| 2
| 10
| 5
| 3
| 9
|
25
|
No
|
Travel_Frequently
| 784
|
Research & Development
| 47
| 2
|
Life Sciences
| 1
| 1,508
| 4
|
Female
| 107
| 2
| 4
|
Manager
| 4
|
Married
| 30,289
| 242,312
| 4
|
Y
|
No
| 47
| 2
| 2
| 80
| 3
| 30
| 1
| 1
| 5
| 3
| 2
| 2
|
33
|
No
|
Travel_Rarely
| 884
|
Human Resources
| 42
| 5
|
Life Sciences
| 1
| 1,509
| 1
|
Male
| 117
| 1
| 5
|
Healthcare Representative
| 4
|
Single
| 25,114
| 477,166
| 7
|
Y
|
No
| 30
| 3
| 2
| 80
| 2
| 19
| 3
| 2
| 17
| 13
| 8
| 2
|
47
|
Yes
|
Travel_Rarely
| 1,204
|
Software
| 12
| 3
|
Human Resources
| 1
| 1,510
| 3
|
Male
| 166
| 2
| 2
|
Sales Representative
| 3
|
Single
| 19,952
| 518,752
| 2
|
Y
|
No
| 2
| 1
| 3
| 80
| 3
| 9
| 2
| 1
| 5
| 2
| 5
| 4
|
52
|
No
|
Travel_Rarely
| 229
|
Support
| 31
| 3
|
Life Sciences
| 1
| 1,511
| 2
|
Female
| 178
| 2
| 4
|
Research Scientist
| 1
|
Single
| 40,380
| 282,660
| 2
|
Y
|
No
| 24
| 3
| 4
| 80
| 1
| 25
| 6
| 3
| 10
| 4
| 7
| 1
|
54
|
Yes
|
Travel_Frequently
| 516
|
Human Resources
| 44
| 3
|
Technical Degree
| 1
| 1,512
| 2
|
Female
| 32
| 2
| 2
|
Research Director
| 2
|
Married
| 24,411
| 512,631
| 7
|
Y
|
No
| 20
| 4
| 1
| 80
| 1
| 13
| 1
| 2
| 4
| 2
| 1
| 2
|
18
|
No
|
Travel_Rarely
| 250
|
Sales
| 24
| 4
|
Other
| 1
| 1,513
| 1
|
Male
| 39
| 1
| 2
|
Research Director
| 2
|
Married
| 27,975
| 615,450
| 3
|
Y
|
Yes
| 14
| 3
| 2
| 80
| 4
| 14
| 6
| 3
| 4
| 3
| 4
| 2
|
23
|
No
|
Non-Travel
| 242
|
Sales
| 9
| 4
|
Medical
| 1
| 1,514
| 4
|
Male
| 82
| 4
| 1
|
Research Director
| 4
|
Single
| 14,857
| 178,284
| 5
|
Y
|
No
| 16
| 3
| 2
| 80
| 4
| 35
| 6
| 3
| 3
| 3
| 2
| 1
|
55
|
Yes
|
Travel_Frequently
| 1,333
|
Research & Development
| 22
| 4
|
Other
| 1
| 1,515
| 2
|
Female
| 104
| 2
| 4
|
Developer
| 3
|
Single
| 47,517
| 1,330,476
| 4
|
Y
|
No
| 45
| 2
| 3
| 80
| 1
| 20
| 2
| 2
| 14
| 5
| 9
| 2
|
34
|
No
|
Non-Travel
| 1,338
|
Software
| 22
| 1
|
Other
| 1
| 1,516
| 2
|
Female
| 89
| 1
| 2
|
Laboratory Technician
| 4
|
Divorced
| 29,051
| 842,479
| 0
|
Y
|
Yes
| 9
| 1
| 1
| 80
| 2
| 9
| 4
| 3
| 2
| 1
| 1
| 1
|
44
|
No
|
Travel_Frequently
| 211
|
Sales
| 4
| 2
|
Life Sciences
| 1
| 1,517
| 4
|
Male
| 101
| 4
| 3
|
Developer
| 1
|
Divorced
| 16,514
| 363,308
| 3
|
Y
|
Yes
| 17
| 2
| 3
| 80
| 4
| 24
| 6
| 2
| 11
| 2
| 4
| 10
|
60
|
Yes
|
Travel_Frequently
| 252
|
Hardware
| 33
| 4
|
Other
| 1
| 1,518
| 3
|
Female
| 153
| 4
| 5
|
Manufacturing Director
| 4
|
Single
| 42,099
| 1,094,574
| 6
|
Y
|
Yes
| 6
| 4
| 3
| 80
| 2
| 24
| 2
| 2
| 7
| 3
| 1
| 1
|
21
|
Yes
|
Travel_Frequently
| 762
|
Support
| 4
| 5
|
Marketing
| 1
| 1,519
| 1
|
Female
| 103
| 2
| 1
|
Sales Representative
| 4
|
Single
| 4,479
| 120,933
| 3
|
Y
|
No
| 0
| 1
| 1
| 80
| 1
| 31
| 2
| 2
| 1
| 1
| 1
| 1
|
23
|
Yes
|
Non-Travel
| 533
|
Software
| 1
| 5
|
Other
| 1
| 1,520
| 1
|
Female
| 182
| 4
| 1
|
Laboratory Technician
| 4
|
Married
| 6,952
| 55,616
| 0
|
Y
|
No
| 32
| 3
| 3
| 80
| 4
| 33
| 4
| 4
| 6
| 6
| 4
| 6
|
50
|
Yes
|
Non-Travel
| 714
|
Sales
| 33
| 3
|
Marketing
| 1
| 1,521
| 1
|
Female
| 142
| 4
| 1
|
Sales Representative
| 2
|
Divorced
| 28,803
| 835,287
| 4
|
Y
|
Yes
| 10
| 1
| 1
| 80
| 2
| 14
| 5
| 3
| 7
| 5
| 2
| 1
|
39
|
Yes
|
Non-Travel
| 1,414
|
Research & Development
| 34
| 3
|
Technical Degree
| 1
| 1,522
| 3
|
Female
| 96
| 2
| 1
|
Sales Executive
| 3
|
Single
| 19,326
| 328,542
| 2
|
Y
|
Yes
| 39
| 2
| 3
| 80
| 4
| 30
| 6
| 2
| 22
| 18
| 21
| 13
|
49
|
Yes
|
Travel_Frequently
| 266
|
Sales
| 7
| 5
|
Medical
| 1
| 1,523
| 3
|
Female
| 57
| 2
| 4
|
Research Scientist
| 3
|
Single
| 50,826
| 1,321,476
| 7
|
Y
|
No
| 30
| 2
| 4
| 80
| 2
| 1
| 3
| 1
| 1
| 1
| 1
| 1
|
32
|
Yes
|
Travel_Frequently
| 804
|
Human Resources
| 44
| 2
|
Technical Degree
| 1
| 1,524
| 3
|
Male
| 96
| 1
| 3
|
Research Scientist
| 4
|
Married
| 24,222
| 411,774
| 7
|
Y
|
No
| 32
| 4
| 2
| 80
| 1
| 24
| 4
| 4
| 22
| 14
| 12
| 3
|
31
|
No
|
Travel_Rarely
| 539
|
Sales
| 39
| 5
|
Technical Degree
| 1
| 1,525
| 1
|
Female
| 90
| 1
| 1
|
Laboratory Technician
| 3
|
Divorced
| 33,038
| 66,076
| 7
|
Y
|
No
| 4
| 1
| 4
| 80
| 3
| 39
| 5
| 4
| 18
| 9
| 14
| 14
|
57
|
No
|
Travel_Rarely
| 1,439
|
Software
| 23
| 5
|
Life Sciences
| 1
| 1,526
| 2
|
Male
| 195
| 2
| 2
|
Research Director
| 3
|
Married
| 43,729
| 218,645
| 0
|
Y
|
Yes
| 25
| 4
| 2
| 80
| 1
| 39
| 1
| 1
| 4
| 4
| 2
| 4
|
37
|
Yes
|
Non-Travel
| 730
|
Software
| 34
| 1
|
Medical
| 1
| 1,527
| 4
|
Male
| 52
| 2
| 5
|
Manager
| 2
|
Married
| 30,853
| 401,089
| 7
|
Y
|
No
| 11
| 1
| 2
| 80
| 1
| 11
| 5
| 2
| 1
| 1
| 1
| 1
|
49
|
No
|
Travel_Frequently
| 883
|
Research & Development
| 36
| 2
|
Medical
| 1
| 1,528
| 2
|
Female
| 143
| 2
| 2
|
Sales Executive
| 2
|
Married
| 18,311
| 311,287
| 6
|
Y
|
No
| 31
| 3
| 3
| 80
| 2
| 1
| 1
| 4
| 1
| 1
| 1
| 1
|
60
|
No
|
Travel_Frequently
| 434
|
Software
| 30
| 5
|
Marketing
| 1
| 1,529
| 3
|
Male
| 31
| 2
| 5
|
Research Scientist
| 4
|
Married
| 4,888
| 24,440
| 8
|
Y
|
No
| 17
| 3
| 2
| 80
| 1
| 8
| 6
| 2
| 5
| 2
| 1
| 3
|
21
|
No
|
Travel_Rarely
| 1,059
|
Research & Development
| 27
| 5
|
Marketing
| 1
| 1,530
| 3
|
Male
| 70
| 3
| 3
|
Healthcare Representative
| 1
|
Married
| 16,256
| 16,256
| 6
|
Y
|
No
| 30
| 4
| 2
| 80
| 4
| 13
| 1
| 2
| 9
| 6
| 7
| 4
|
30
|
Yes
|
Travel_Rarely
| 1,272
|
Support
| 21
| 3
|
Medical
| 1
| 1,531
| 4
|
Male
| 46
| 4
| 3
|
Sales Executive
| 4
|
Married
| 2,188
| 19,692
| 4
|
Y
|
No
| 48
| 2
| 2
| 80
| 4
| 31
| 5
| 3
| 12
| 12
| 4
| 3
|
58
|
No
|
Non-Travel
| 498
|
Research & Development
| 34
| 5
|
Human Resources
| 1
| 1,532
| 3
|
Female
| 127
| 1
| 4
|
Healthcare Representative
| 1
|
Single
| 28,473
| 711,825
| 0
|
Y
|
Yes
| 45
| 4
| 4
| 80
| 3
| 22
| 4
| 4
| 22
| 19
| 2
| 9
|
22
|
Yes
|
Non-Travel
| 990
|
Hardware
| 15
| 4
|
Human Resources
| 1
| 1,533
| 2
|
Male
| 159
| 3
| 3
|
Developer
| 4
|
Married
| 17,336
| 312,048
| 8
|
Y
|
Yes
| 47
| 1
| 4
| 80
| 1
| 13
| 4
| 2
| 8
| 2
| 2
| 2
|
60
|
Yes
|
Travel_Frequently
| 1,468
|
Support
| 24
| 4
|
Technical Degree
| 1
| 1,534
| 2
|
Female
| 71
| 3
| 4
|
Laboratory Technician
| 1
|
Married
| 28,334
| 56,668
| 7
|
Y
|
Yes
| 44
| 3
| 2
| 80
| 3
| 18
| 4
| 2
| 13
| 4
| 7
| 10
|
27
|
No
|
Non-Travel
| 1,497
|
Sales
| 10
| 2
|
Medical
| 1
| 1,535
| 2
|
Male
| 88
| 2
| 5
|
Manufacturing Director
| 2
|
Single
| 6,880
| 34,400
| 3
|
Y
|
No
| 35
| 1
| 3
| 80
| 1
| 34
| 4
| 2
| 29
| 13
| 17
| 21
|
37
|
No
|
Travel_Frequently
| 1,491
|
Research & Development
| 23
| 1
|
Technical Degree
| 1
| 1,536
| 1
|
Male
| 70
| 3
| 2
|
Manager
| 1
|
Married
| 38,738
| 309,904
| 2
|
Y
|
Yes
| 18
| 3
| 1
| 80
| 1
| 7
| 1
| 4
| 6
| 5
| 5
| 1
|
47
|
Yes
|
Travel_Frequently
| 866
|
Hardware
| 32
| 1
|
Other
| 1
| 1,537
| 4
|
Female
| 72
| 4
| 5
|
Research Scientist
| 3
|
Married
| 43,022
| 860,440
| 5
|
Y
|
Yes
| 16
| 1
| 3
| 80
| 3
| 31
| 3
| 1
| 29
| 14
| 7
| 12
|
57
|
Yes
|
Non-Travel
| 707
|
Research & Development
| 28
| 1
|
Medical
| 1
| 1,538
| 4
|
Male
| 141
| 3
| 1
|
Sales Representative
| 1
|
Married
| 11,089
| 310,492
| 6
|
Y
|
No
| 29
| 4
| 2
| 80
| 3
| 1
| 5
| 3
| 1
| 1
| 1
| 1
|
46
|
No
|
Non-Travel
| 1,302
|
Software
| 36
| 4
|
Other
| 1
| 1,539
| 2
|
Female
| 71
| 1
| 2
|
Developer
| 1
|
Married
| 4,998
| 84,966
| 0
|
Y
|
No
| 24
| 3
| 2
| 80
| 1
| 3
| 6
| 3
| 2
| 2
| 1
| 2
|
46
|
No
|
Travel_Rarely
| 881
|
Hardware
| 40
| 5
|
Life Sciences
| 1
| 1,540
| 1
|
Male
| 127
| 2
| 3
|
Human Resources
| 2
|
Single
| 33,380
| 734,360
| 0
|
Y
|
No
| 14
| 2
| 3
| 80
| 1
| 33
| 5
| 4
| 8
| 8
| 5
| 8
|
50
|
No
|
Non-Travel
| 973
|
Human Resources
| 42
| 3
|
Technical Degree
| 1
| 1,541
| 2
|
Male
| 173
| 3
| 5
|
Human Resources
| 4
|
Single
| 19,090
| 496,340
| 4
|
Y
|
Yes
| 20
| 2
| 1
| 80
| 1
| 39
| 5
| 1
| 33
| 16
| 6
| 33
|
44
|
No
|
Travel_Rarely
| 214
|
Hardware
| 46
| 3
|
Other
| 1
| 1,542
| 2
|
Female
| 88
| 3
| 2
|
Research Scientist
| 4
|
Single
| 47,062
| 47,062
| 3
|
Y
|
No
| 5
| 2
| 4
| 80
| 2
| 23
| 4
| 2
| 20
| 8
| 14
| 7
|
45
|
Yes
|
Travel_Rarely
| 1,029
|
Software
| 29
| 3
|
Other
| 1
| 1,543
| 4
|
Female
| 41
| 2
| 5
|
Manufacturing Director
| 4
|
Married
| 20,719
| 145,033
| 7
|
Y
|
Yes
| 12
| 3
| 1
| 80
| 1
| 30
| 5
| 1
| 15
| 14
| 5
| 6
|
32
|
No
|
Travel_Rarely
| 1,080
|
Human Resources
| 3
| 1
|
Medical
| 1
| 1,544
| 4
|
Female
| 193
| 1
| 1
|
Sales Representative
| 2
|
Single
| 14,888
| 29,776
| 2
|
Y
|
No
| 22
| 2
| 2
| 80
| 4
| 15
| 6
| 4
| 10
| 2
| 10
| 2
|
51
|
No
|
Travel_Frequently
| 598
|
Support
| 35
| 1
|
Human Resources
| 1
| 1,545
| 1
|
Male
| 34
| 1
| 4
|
Laboratory Technician
| 4
|
Married
| 24,529
| 73,587
| 7
|
Y
|
No
| 44
| 3
| 2
| 80
| 1
| 12
| 2
| 3
| 4
| 4
| 2
| 4
|
50
|
Yes
|
Travel_Frequently
| 508
|
Software
| 36
| 4
|
Human Resources
| 1
| 1,546
| 2
|
Male
| 77
| 1
| 1
|
Sales Executive
| 4
|
Divorced
| 44,427
| 444,270
| 6
|
Y
|
No
| 25
| 4
| 1
| 80
| 2
| 18
| 4
| 2
| 13
| 7
| 6
| 2
|
48
|
No
|
Travel_Frequently
| 568
|
Hardware
| 21
| 5
|
Human Resources
| 1
| 1,547
| 3
|
Female
| 30
| 2
| 3
|
Developer
| 4
|
Single
| 50,929
| 916,722
| 0
|
Y
|
No
| 34
| 4
| 3
| 80
| 2
| 19
| 4
| 2
| 6
| 2
| 5
| 4
|
21
|
No
|
Travel_Frequently
| 860
|
Research & Development
| 12
| 2
|
Other
| 1
| 1,548
| 2
|
Female
| 77
| 4
| 4
|
Developer
| 4
|
Divorced
| 34,428
| 103,284
| 2
|
Y
|
Yes
| 23
| 4
| 4
| 80
| 1
| 30
| 5
| 1
| 6
| 6
| 2
| 1
|
45
|
No
|
Travel_Frequently
| 882
|
Research & Development
| 47
| 5
|
Technical Degree
| 1
| 1,549
| 4
|
Female
| 43
| 4
| 1
|
Research Director
| 1
|
Married
| 20,016
| 260,208
| 3
|
Y
|
Yes
| 40
| 1
| 1
| 80
| 4
| 17
| 2
| 2
| 2
| 2
| 2
| 1
|
47
|
Yes
|
Travel_Frequently
| 1,429
|
Human Resources
| 43
| 1
|
Life Sciences
| 1
| 1,550
| 2
|
Female
| 135
| 4
| 2
|
Laboratory Technician
| 2
|
Divorced
| 23,716
| 47,432
| 7
|
Y
|
Yes
| 36
| 3
| 4
| 80
| 3
| 37
| 2
| 2
| 11
| 10
| 4
| 6
|
41
|
Yes
|
Non-Travel
| 209
|
Human Resources
| 23
| 4
|
Technical Degree
| 1
| 1,551
| 3
|
Female
| 109
| 4
| 2
|
Developer
| 3
|
Married
| 36,311
| 399,421
| 7
|
Y
|
Yes
| 22
| 3
| 1
| 80
| 1
| 9
| 5
| 2
| 6
| 2
| 4
| 1
|
32
|
No
|
Travel_Rarely
| 669
|
Software
| 4
| 3
|
Medical
| 1
| 1,552
| 2
|
Female
| 51
| 1
| 4
|
Sales Representative
| 3
|
Divorced
| 34,822
| 208,932
| 2
|
Y
|
No
| 25
| 2
| 3
| 80
| 2
| 5
| 4
| 3
| 5
| 3
| 3
| 4
|
41
|
Yes
|
Non-Travel
| 252
|
Sales
| 40
| 5
|
Technical Degree
| 1
| 1,553
| 1
|
Female
| 31
| 1
| 4
|
Research Scientist
| 4
|
Married
| 50,262
| 1,306,812
| 0
|
Y
|
Yes
| 19
| 2
| 2
| 80
| 1
| 35
| 2
| 2
| 23
| 2
| 23
| 13
|
37
|
No
|
Non-Travel
| 1,332
|
Sales
| 31
| 3
|
Medical
| 1
| 1,554
| 4
|
Male
| 42
| 2
| 4
|
Developer
| 3
|
Single
| 17,027
| 374,594
| 7
|
Y
|
No
| 29
| 4
| 1
| 80
| 1
| 36
| 2
| 2
| 25
| 22
| 25
| 21
|
42
|
Yes
|
Travel_Frequently
| 445
|
Research & Development
| 15
| 5
|
Human Resources
| 1
| 1,555
| 2
|
Female
| 140
| 3
| 3
|
Research Director
| 4
|
Married
| 44,939
| 853,841
| 3
|
Y
|
Yes
| 28
| 4
| 2
| 80
| 3
| 13
| 3
| 3
| 7
| 1
| 7
| 6
|
33
|
No
|
Travel_Rarely
| 1,292
|
Support
| 25
| 4
|
Human Resources
| 1
| 1,556
| 3
|
Male
| 79
| 1
| 4
|
Laboratory Technician
| 2
|
Single
| 6,006
| 168,168
| 8
|
Y
|
Yes
| 49
| 3
| 3
| 80
| 2
| 29
| 5
| 1
| 11
| 10
| 1
| 1
|
34
|
No
|
Non-Travel
| 1,395
|
Sales
| 47
| 3
|
Other
| 1
| 1,557
| 3
|
Female
| 151
| 2
| 3
|
Healthcare Representative
| 1
|
Divorced
| 8,857
| 132,855
| 4
|
Y
|
No
| 48
| 4
| 2
| 80
| 2
| 32
| 2
| 3
| 16
| 7
| 13
| 16
|
19
|
Yes
|
Non-Travel
| 829
|
Support
| 41
| 5
|
Technical Degree
| 1
| 1,558
| 1
|
Female
| 117
| 2
| 4
|
Developer
| 1
|
Divorced
| 29,756
| 386,828
| 0
|
Y
|
No
| 26
| 4
| 3
| 80
| 1
| 18
| 5
| 3
| 15
| 11
| 2
| 9
|
51
|
Yes
|
Travel_Frequently
| 726
|
Support
| 37
| 2
|
Marketing
| 1
| 1,559
| 1
|
Male
| 84
| 2
| 2
|
Manufacturing Director
| 4
|
Married
| 18,376
| 73,504
| 8
|
Y
|
Yes
| 7
| 4
| 1
| 80
| 4
| 2
| 5
| 1
| 2
| 1
| 1
| 1
|
46
|
No
|
Travel_Frequently
| 1,474
|
Research & Development
| 16
| 5
|
Life Sciences
| 1
| 1,560
| 3
|
Male
| 116
| 1
| 3
|
Research Director
| 1
|
Divorced
| 3,008
| 81,216
| 3
|
Y
|
No
| 40
| 2
| 2
| 80
| 2
| 24
| 6
| 2
| 6
| 5
| 1
| 1
|
26
|
No
|
Travel_Rarely
| 386
|
Research & Development
| 26
| 5
|
Human Resources
| 1
| 1,561
| 2
|
Male
| 96
| 1
| 2
|
Research Scientist
| 3
|
Married
| 15,608
| 374,592
| 2
|
Y
|
Yes
| 19
| 3
| 4
| 80
| 3
| 2
| 4
| 2
| 1
| 1
| 1
| 1
|
47
|
Yes
|
Travel_Rarely
| 1,274
|
Sales
| 50
| 2
|
Marketing
| 1
| 1,562
| 2
|
Female
| 172
| 3
| 2
|
Manager
| 3
|
Single
| 14,802
| 192,426
| 4
|
Y
|
Yes
| 0
| 1
| 3
| 80
| 4
| 36
| 3
| 3
| 25
| 1
| 14
| 8
|
22
|
No
|
Non-Travel
| 1,363
|
Support
| 7
| 2
|
Other
| 1
| 1,563
| 4
|
Female
| 176
| 2
| 3
|
Human Resources
| 4
|
Married
| 30,264
| 544,752
| 6
|
Y
|
No
| 10
| 3
| 4
| 80
| 2
| 8
| 6
| 4
| 7
| 7
| 2
| 5
|
46
|
Yes
|
Travel_Rarely
| 1,479
|
Software
| 5
| 3
|
Technical Degree
| 1
| 1,564
| 1
|
Female
| 99
| 3
| 3
|
Manager
| 4
|
Single
| 26,410
| 26,410
| 1
|
Y
|
No
| 32
| 1
| 4
| 80
| 1
| 30
| 2
| 1
| 28
| 14
| 15
| 25
|
23
|
Yes
|
Travel_Rarely
| 1,372
|
Support
| 27
| 5
|
Other
| 1
| 1,565
| 3
|
Female
| 70
| 1
| 4
|
Sales Executive
| 3
|
Single
| 6,390
| 57,510
| 5
|
Y
|
Yes
| 26
| 4
| 2
| 80
| 4
| 16
| 3
| 1
| 15
| 13
| 14
| 14
|
57
|
No
|
Travel_Frequently
| 808
|
Hardware
| 7
| 5
|
Human Resources
| 1
| 1,566
| 2
|
Female
| 38
| 3
| 3
|
Healthcare Representative
| 4
|
Single
| 9,298
| 269,642
| 0
|
Y
|
No
| 47
| 4
| 4
| 80
| 4
| 2
| 1
| 2
| 2
| 2
| 1
| 1
|
46
|
Yes
|
Travel_Rarely
| 177
|
Support
| 46
| 5
|
Technical Degree
| 1
| 1,567
| 4
|
Female
| 126
| 2
| 2
|
Human Resources
| 1
|
Divorced
| 7,419
| 140,961
| 3
|
Y
|
Yes
| 47
| 2
| 4
| 80
| 4
| 2
| 1
| 2
| 2
| 2
| 2
| 1
|
36
|
No
|
Travel_Rarely
| 1,408
|
Support
| 18
| 2
|
Technical Degree
| 1
| 1,568
| 4
|
Male
| 166
| 3
| 1
|
Sales Executive
| 4
|
Married
| 15,320
| 413,640
| 5
|
Y
|
No
| 32
| 4
| 1
| 80
| 2
| 18
| 5
| 4
| 17
| 2
| 12
| 2
|
30
|
No
|
Travel_Rarely
| 791
|
Human Resources
| 25
| 1
|
Other
| 1
| 1,569
| 4
|
Female
| 91
| 1
| 3
|
Healthcare Representative
| 1
|
Divorced
| 35,484
| 496,776
| 1
|
Y
|
Yes
| 2
| 1
| 4
| 80
| 3
| 8
| 3
| 2
| 2
| 2
| 1
| 2
|
29
|
Yes
|
Travel_Frequently
| 548
|
Hardware
| 13
| 1
|
Life Sciences
| 1
| 1,570
| 2
|
Female
| 146
| 1
| 1
|
Sales Executive
| 3
|
Divorced
| 33,821
| 202,926
| 8
|
Y
|
No
| 21
| 4
| 3
| 80
| 3
| 27
| 2
| 3
| 2
| 1
| 2
| 2
|
39
|
Yes
|
Travel_Frequently
| 711
|
Sales
| 10
| 3
|
Technical Degree
| 1
| 1,571
| 3
|
Male
| 63
| 1
| 3
|
Healthcare Representative
| 2
|
Single
| 13,424
| 228,208
| 3
|
Y
|
No
| 7
| 2
| 1
| 80
| 2
| 20
| 4
| 3
| 8
| 2
| 4
| 2
|
54
|
No
|
Non-Travel
| 1,268
|
Human Resources
| 2
| 3
|
Human Resources
| 1
| 1,572
| 1
|
Female
| 50
| 1
| 4
|
Research Scientist
| 2
|
Married
| 2,841
| 39,774
| 1
|
Y
|
No
| 7
| 1
| 4
| 80
| 3
| 36
| 4
| 1
| 7
| 5
| 2
| 4
|
28
|
Yes
|
Non-Travel
| 1,360
|
Sales
| 12
| 5
|
Marketing
| 1
| 1,573
| 3
|
Male
| 189
| 4
| 1
|
Sales Representative
| 3
|
Divorced
| 40,423
| 848,883
| 6
|
Y
|
Yes
| 25
| 2
| 1
| 80
| 1
| 5
| 3
| 1
| 3
| 3
| 1
| 2
|
45
|
No
|
Travel_Rarely
| 1,329
|
Sales
| 30
| 4
|
Life Sciences
| 1
| 1,574
| 2
|
Male
| 85
| 1
| 5
|
Healthcare Representative
| 2
|
Married
| 4,115
| 78,185
| 3
|
Y
|
Yes
| 34
| 2
| 1
| 80
| 1
| 6
| 4
| 1
| 5
| 4
| 3
| 4
|
40
|
No
|
Non-Travel
| 1,172
|
Research & Development
| 41
| 4
|
Medical
| 1
| 1,575
| 3
|
Female
| 162
| 4
| 2
|
Sales Representative
| 3
|
Divorced
| 44,723
| 1,162,798
| 7
|
Y
|
Yes
| 37
| 3
| 2
| 80
| 1
| 21
| 6
| 1
| 16
| 14
| 10
| 6
|
18
|
No
|
Travel_Rarely
| 1,381
|
Research & Development
| 3
| 4
|
Human Resources
| 1
| 1,576
| 1
|
Female
| 60
| 2
| 1
|
Research Director
| 3
|
Single
| 34,039
| 1,021,170
| 2
|
Y
|
Yes
| 46
| 4
| 2
| 80
| 1
| 3
| 1
| 3
| 3
| 3
| 1
| 1
|
31
|
No
|
Travel_Frequently
| 1,193
|
Hardware
| 50
| 2
|
Life Sciences
| 1
| 1,577
| 2
|
Male
| 139
| 2
| 3
|
Research Scientist
| 4
|
Divorced
| 19,337
| 464,088
| 5
|
Y
|
Yes
| 32
| 2
| 3
| 80
| 3
| 7
| 6
| 2
| 7
| 5
| 5
| 3
|
49
|
No
|
Non-Travel
| 792
|
Hardware
| 45
| 2
|
Medical
| 1
| 1,578
| 3
|
Female
| 125
| 3
| 2
|
Healthcare Representative
| 2
|
Married
| 5,309
| 100,871
| 8
|
Y
|
Yes
| 20
| 1
| 4
| 80
| 2
| 25
| 5
| 2
| 19
| 13
| 2
| 6
|
47
|
Yes
|
Non-Travel
| 541
|
Hardware
| 31
| 4
|
Other
| 1
| 1,579
| 2
|
Female
| 135
| 3
| 2
|
Laboratory Technician
| 4
|
Single
| 39,217
| 470,604
| 3
|
Y
|
No
| 47
| 1
| 3
| 80
| 1
| 33
| 1
| 1
| 31
| 25
| 14
| 29
|
51
|
Yes
|
Non-Travel
| 356
|
Sales
| 19
| 5
|
Technical Degree
| 1
| 1,580
| 2
|
Male
| 53
| 4
| 5
|
Manufacturing Director
| 1
|
Divorced
| 46,409
| 139,227
| 1
|
Y
|
No
| 23
| 1
| 3
| 80
| 4
| 33
| 3
| 3
| 1
| 1
| 1
| 1
|
47
|
No
|
Non-Travel
| 1,489
|
Software
| 44
| 3
|
Marketing
| 1
| 1,581
| 1
|
Female
| 87
| 2
| 3
|
Research Scientist
| 3
|
Divorced
| 20,795
| 353,515
| 4
|
Y
|
No
| 44
| 2
| 2
| 80
| 4
| 1
| 4
| 2
| 1
| 1
| 1
| 1
|
53
|
No
|
Non-Travel
| 628
|
Hardware
| 44
| 2
|
Medical
| 1
| 1,582
| 3
|
Female
| 32
| 4
| 4
|
Manufacturing Director
| 2
|
Married
| 28,636
| 114,544
| 4
|
Y
|
Yes
| 5
| 2
| 2
| 80
| 2
| 3
| 5
| 3
| 2
| 2
| 2
| 1
|
30
|
No
|
Non-Travel
| 826
|
Software
| 44
| 5
|
Medical
| 1
| 1,583
| 1
|
Female
| 141
| 1
| 4
|
Human Resources
| 1
|
Single
| 47,354
| 473,540
| 0
|
Y
|
Yes
| 10
| 2
| 1
| 80
| 2
| 31
| 1
| 1
| 24
| 15
| 1
| 6
|
46
|
Yes
|
Travel_Rarely
| 399
|
Support
| 2
| 3
|
Life Sciences
| 1
| 1,584
| 4
|
Male
| 159
| 2
| 2
|
Laboratory Technician
| 2
|
Single
| 12,850
| 154,200
| 1
|
Y
|
Yes
| 31
| 4
| 2
| 80
| 2
| 9
| 3
| 1
| 3
| 1
| 1
| 2
|
23
|
Yes
|
Travel_Frequently
| 552
|
Hardware
| 17
| 3
|
Life Sciences
| 1
| 1,585
| 1
|
Male
| 195
| 4
| 1
|
Sales Executive
| 3
|
Married
| 46,148
| 830,664
| 5
|
Y
|
No
| 8
| 2
| 1
| 80
| 2
| 24
| 3
| 3
| 22
| 3
| 17
| 14
|
51
|
No
|
Travel_Frequently
| 165
|
Hardware
| 5
| 1
|
Other
| 1
| 1,586
| 4
|
Male
| 158
| 2
| 4
|
Sales Representative
| 3
|
Divorced
| 20,649
| 474,927
| 7
|
Y
|
Yes
| 48
| 1
| 2
| 80
| 2
| 36
| 1
| 4
| 21
| 20
| 15
| 17
|
54
|
Yes
|
Travel_Frequently
| 1,263
|
Research & Development
| 3
| 2
|
Medical
| 1
| 1,587
| 2
|
Female
| 194
| 4
| 1
|
Developer
| 4
|
Single
| 15,725
| 31,450
| 1
|
Y
|
No
| 36
| 1
| 4
| 80
| 2
| 23
| 5
| 2
| 12
| 9
| 12
| 2
|
56
|
No
|
Travel_Rarely
| 386
|
Software
| 34
| 4
|
Medical
| 1
| 1,588
| 3
|
Male
| 177
| 3
| 2
|
Research Director
| 3
|
Divorced
| 47,128
| 1,413,840
| 1
|
Y
|
Yes
| 21
| 1
| 2
| 80
| 3
| 9
| 6
| 1
| 4
| 1
| 1
| 4
|
42
|
No
|
Travel_Frequently
| 775
|
Hardware
| 7
| 1
|
Medical
| 1
| 1,589
| 2
|
Male
| 157
| 1
| 3
|
Sales Executive
| 4
|
Divorced
| 14,375
| 172,500
| 0
|
Y
|
Yes
| 48
| 2
| 3
| 80
| 4
| 33
| 3
| 3
| 2
| 2
| 1
| 1
|
26
|
Yes
|
Travel_Frequently
| 112
|
Human Resources
| 49
| 4
|
Medical
| 1
| 1,590
| 2
|
Female
| 178
| 1
| 4
|
Research Scientist
| 4
|
Married
| 44,945
| 269,670
| 6
|
Y
|
No
| 39
| 2
| 1
| 80
| 2
| 25
| 4
| 1
| 2
| 2
| 2
| 2
|
53
|
Yes
|
Non-Travel
| 1,268
|
Research & Development
| 39
| 4
|
Other
| 1
| 1,591
| 4
|
Female
| 126
| 2
| 4
|
Healthcare Representative
| 1
|
Single
| 33,158
| 431,054
| 3
|
Y
|
Yes
| 10
| 2
| 3
| 80
| 1
| 26
| 4
| 4
| 4
| 1
| 3
| 2
|
56
|
No
|
Non-Travel
| 468
|
Sales
| 8
| 5
|
Medical
| 1
| 1,592
| 2
|
Male
| 47
| 4
| 5
|
Manager
| 3
|
Married
| 21,848
| 305,872
| 5
|
Y
|
No
| 14
| 3
| 3
| 80
| 3
| 18
| 2
| 4
| 11
| 4
| 6
| 2
|
38
|
Yes
|
Travel_Frequently
| 563
|
Human Resources
| 20
| 1
|
Other
| 1
| 1,593
| 2
|
Male
| 129
| 4
| 3
|
Human Resources
| 3
|
Single
| 39,427
| 1,064,529
| 3
|
Y
|
No
| 33
| 1
| 4
| 80
| 4
| 25
| 2
| 4
| 13
| 9
| 2
| 11
|
56
|
No
|
Non-Travel
| 1,048
|
Sales
| 7
| 1
|
Other
| 1
| 1,594
| 3
|
Female
| 90
| 1
| 1
|
Manufacturing Director
| 2
|
Married
| 6,378
| 95,670
| 4
|
Y
|
Yes
| 7
| 2
| 3
| 80
| 2
| 33
| 6
| 2
| 29
| 17
| 18
| 6
|
58
|
No
|
Travel_Rarely
| 944
|
Human Resources
| 5
| 3
|
Medical
| 1
| 1,595
| 3
|
Male
| 110
| 3
| 3
|
Sales Representative
| 2
|
Married
| 39,310
| 353,790
| 0
|
Y
|
No
| 30
| 3
| 1
| 80
| 4
| 17
| 6
| 4
| 10
| 4
| 3
| 5
|
50
|
No
|
Travel_Rarely
| 1,447
|
Software
| 26
| 2
|
Life Sciences
| 1
| 1,596
| 3
|
Male
| 185
| 3
| 4
|
Manager
| 3
|
Married
| 48,919
| 48,919
| 1
|
Y
|
No
| 10
| 1
| 3
| 80
| 4
| 16
| 6
| 3
| 16
| 13
| 14
| 7
|
47
|
No
|
Travel_Frequently
| 617
|
Sales
| 49
| 3
|
Human Resources
| 1
| 1,597
| 1
|
Male
| 155
| 4
| 3
|
Healthcare Representative
| 4
|
Divorced
| 20,066
| 481,584
| 2
|
Y
|
Yes
| 49
| 4
| 2
| 80
| 3
| 13
| 6
| 4
| 4
| 1
| 2
| 4
|
51
|
No
|
Non-Travel
| 862
|
Sales
| 44
| 1
|
Other
| 1
| 1,598
| 4
|
Female
| 67
| 4
| 1
|
Sales Representative
| 3
|
Single
| 37,784
| 264,488
| 2
|
Y
|
No
| 0
| 2
| 4
| 80
| 1
| 20
| 3
| 2
| 2
| 1
| 1
| 2
|
40
|
Yes
|
Travel_Frequently
| 531
|
Human Resources
| 45
| 5
|
Technical Degree
| 1
| 1,599
| 2
|
Male
| 199
| 1
| 5
|
Sales Representative
| 2
|
Single
| 45,763
| 91,526
| 7
|
Y
|
No
| 21
| 1
| 4
| 80
| 4
| 2
| 2
| 1
| 2
| 1
| 1
| 1
|
24
|
No
|
Non-Travel
| 286
|
Sales
| 4
| 2
|
Marketing
| 1
| 1,600
| 1
|
Male
| 157
| 3
| 5
|
Sales Executive
| 2
|
Married
| 22,530
| 653,370
| 8
|
Y
|
Yes
| 26
| 3
| 1
| 80
| 2
| 27
| 5
| 4
| 14
| 11
| 1
| 8
|
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