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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
28
|
Yes
|
Travel_Rarely
| 1,456
|
Software
| 33
| 2
|
Medical
| 1
| 2,801
| 3
|
Female
| 179
| 4
| 4
|
Sales Representative
| 2
|
Married
| 2,172
| 60,816
| 4
|
Y
|
Yes
| 12
| 1
| 4
| 80
| 1
| 11
| 5
| 4
| 6
| 5
| 1
| 3
|
55
|
No
|
Travel_Rarely
| 438
|
Hardware
| 1
| 3
|
Human Resources
| 1
| 2,802
| 4
|
Male
| 79
| 1
| 4
|
Research Scientist
| 4
|
Divorced
| 7,793
| 187,032
| 8
|
Y
|
Yes
| 2
| 4
| 1
| 80
| 1
| 9
| 4
| 2
| 1
| 1
| 1
| 1
|
29
|
Yes
|
Travel_Frequently
| 640
|
Research & Development
| 50
| 4
|
Medical
| 1
| 2,803
| 1
|
Male
| 40
| 3
| 4
|
Developer
| 4
|
Married
| 32,307
| 452,298
| 5
|
Y
|
Yes
| 15
| 3
| 4
| 80
| 1
| 14
| 3
| 1
| 11
| 10
| 7
| 10
|
47
|
Yes
|
Travel_Frequently
| 1,403
|
Hardware
| 28
| 3
|
Marketing
| 1
| 2,804
| 2
|
Male
| 143
| 2
| 4
|
Research Scientist
| 3
|
Divorced
| 42,016
| 840,320
| 0
|
Y
|
No
| 46
| 1
| 1
| 80
| 1
| 17
| 6
| 1
| 11
| 8
| 10
| 4
|
46
|
Yes
|
Travel_Frequently
| 526
|
Hardware
| 21
| 1
|
Human Resources
| 1
| 2,805
| 4
|
Female
| 151
| 4
| 3
|
Research Scientist
| 2
|
Married
| 44,066
| 1,321,980
| 1
|
Y
|
Yes
| 7
| 2
| 1
| 80
| 4
| 20
| 3
| 4
| 4
| 1
| 3
| 2
|
54
|
No
|
Travel_Frequently
| 875
|
Hardware
| 46
| 4
|
Other
| 1
| 2,806
| 2
|
Male
| 68
| 2
| 3
|
Developer
| 1
|
Divorced
| 44,122
| 1,235,416
| 3
|
Y
|
Yes
| 4
| 3
| 2
| 80
| 2
| 16
| 1
| 2
| 13
| 12
| 5
| 13
|
22
|
No
|
Travel_Rarely
| 1,069
|
Research & Development
| 41
| 1
|
Medical
| 1
| 2,807
| 4
|
Female
| 163
| 3
| 1
|
Developer
| 1
|
Single
| 5,755
| 115,100
| 8
|
Y
|
Yes
| 13
| 3
| 4
| 80
| 2
| 10
| 1
| 3
| 7
| 5
| 3
| 4
|
30
|
Yes
|
Non-Travel
| 370
|
Support
| 38
| 4
|
Human Resources
| 1
| 2,808
| 1
|
Male
| 117
| 1
| 1
|
Laboratory Technician
| 4
|
Married
| 50,277
| 100,554
| 8
|
Y
|
No
| 42
| 1
| 3
| 80
| 1
| 21
| 4
| 4
| 17
| 3
| 10
| 6
|
45
|
No
|
Travel_Rarely
| 1,478
|
Human Resources
| 26
| 2
|
Technical Degree
| 1
| 2,809
| 2
|
Female
| 165
| 2
| 3
|
Manufacturing Director
| 4
|
Married
| 12,755
| 216,835
| 2
|
Y
|
No
| 13
| 3
| 1
| 80
| 2
| 34
| 2
| 4
| 6
| 3
| 6
| 3
|
56
|
No
|
Travel_Frequently
| 1,471
|
Sales
| 39
| 5
|
Life Sciences
| 1
| 2,810
| 3
|
Male
| 188
| 3
| 1
|
Research Director
| 2
|
Divorced
| 33,848
| 1,015,440
| 4
|
Y
|
Yes
| 1
| 2
| 3
| 80
| 2
| 28
| 4
| 3
| 4
| 1
| 2
| 3
|
51
|
No
|
Travel_Frequently
| 1,154
|
Hardware
| 7
| 2
|
Life Sciences
| 1
| 2,811
| 1
|
Female
| 80
| 3
| 2
|
Laboratory Technician
| 3
|
Divorced
| 43,752
| 1,050,048
| 0
|
Y
|
No
| 0
| 4
| 1
| 80
| 1
| 8
| 6
| 3
| 7
| 6
| 6
| 4
|
59
|
Yes
|
Travel_Rarely
| 181
|
Software
| 24
| 2
|
Technical Degree
| 1
| 2,812
| 3
|
Female
| 67
| 3
| 2
|
Sales Representative
| 3
|
Divorced
| 25,198
| 529,158
| 3
|
Y
|
No
| 2
| 4
| 2
| 80
| 2
| 26
| 3
| 3
| 20
| 3
| 8
| 4
|
52
|
Yes
|
Travel_Frequently
| 1,487
|
Hardware
| 10
| 3
|
Marketing
| 1
| 2,813
| 1
|
Female
| 39
| 1
| 2
|
Research Scientist
| 2
|
Single
| 46,846
| 1,311,688
| 5
|
Y
|
Yes
| 47
| 1
| 3
| 80
| 3
| 39
| 2
| 3
| 18
| 17
| 11
| 7
|
44
|
No
|
Travel_Rarely
| 355
|
Research & Development
| 21
| 5
|
Life Sciences
| 1
| 2,814
| 1
|
Male
| 116
| 1
| 5
|
Developer
| 3
|
Single
| 46,525
| 418,725
| 3
|
Y
|
No
| 15
| 3
| 3
| 80
| 4
| 12
| 5
| 2
| 7
| 1
| 4
| 3
|
19
|
No
|
Non-Travel
| 588
|
Software
| 17
| 1
|
Medical
| 1
| 2,815
| 1
|
Female
| 67
| 2
| 1
|
Research Scientist
| 3
|
Divorced
| 28,974
| 57,948
| 8
|
Y
|
Yes
| 9
| 3
| 1
| 80
| 3
| 16
| 5
| 4
| 12
| 8
| 7
| 3
|
28
|
Yes
|
Travel_Rarely
| 314
|
Support
| 12
| 4
|
Technical Degree
| 1
| 2,816
| 3
|
Male
| 112
| 4
| 4
|
Manufacturing Director
| 1
|
Single
| 3,932
| 31,456
| 4
|
Y
|
No
| 21
| 1
| 3
| 80
| 4
| 32
| 5
| 4
| 6
| 6
| 3
| 3
|
38
|
Yes
|
Travel_Rarely
| 1,402
|
Software
| 15
| 5
|
Life Sciences
| 1
| 2,817
| 1
|
Female
| 193
| 3
| 5
|
Research Director
| 4
|
Married
| 34,605
| 553,680
| 8
|
Y
|
Yes
| 43
| 3
| 4
| 80
| 3
| 24
| 5
| 2
| 3
| 1
| 3
| 3
|
54
|
No
|
Non-Travel
| 909
|
Sales
| 23
| 3
|
Technical Degree
| 1
| 2,818
| 4
|
Female
| 146
| 1
| 5
|
Manufacturing Director
| 3
|
Divorced
| 41,401
| 786,619
| 7
|
Y
|
Yes
| 31
| 4
| 4
| 80
| 3
| 19
| 3
| 3
| 11
| 5
| 2
| 11
|
25
|
No
|
Travel_Frequently
| 757
|
Software
| 35
| 1
|
Other
| 1
| 2,819
| 1
|
Female
| 69
| 4
| 1
|
Manager
| 1
|
Divorced
| 12,113
| 218,034
| 4
|
Y
|
No
| 35
| 2
| 4
| 80
| 3
| 8
| 3
| 4
| 3
| 3
| 3
| 2
|
46
|
No
|
Travel_Rarely
| 1,027
|
Hardware
| 29
| 4
|
Technical Degree
| 1
| 2,820
| 2
|
Male
| 161
| 3
| 1
|
Research Director
| 2
|
Single
| 23,879
| 358,185
| 3
|
Y
|
No
| 16
| 1
| 2
| 80
| 4
| 40
| 6
| 1
| 27
| 23
| 15
| 12
|
18
|
Yes
|
Travel_Frequently
| 119
|
Software
| 4
| 4
|
Other
| 1
| 2,821
| 1
|
Male
| 146
| 4
| 3
|
Research Director
| 3
|
Divorced
| 28,800
| 777,600
| 5
|
Y
|
No
| 15
| 1
| 1
| 80
| 1
| 19
| 3
| 1
| 14
| 12
| 5
| 3
|
55
|
Yes
|
Travel_Frequently
| 106
|
Research & Development
| 16
| 4
|
Marketing
| 1
| 2,822
| 2
|
Male
| 97
| 1
| 4
|
Research Director
| 4
|
Married
| 29,144
| 786,888
| 3
|
Y
|
No
| 1
| 1
| 3
| 80
| 3
| 12
| 5
| 4
| 5
| 5
| 1
| 5
|
60
|
Yes
|
Travel_Frequently
| 691
|
Software
| 19
| 3
|
Life Sciences
| 1
| 2,823
| 1
|
Female
| 185
| 4
| 5
|
Manager
| 1
|
Married
| 7,974
| 175,428
| 1
|
Y
|
Yes
| 14
| 4
| 3
| 80
| 1
| 29
| 1
| 3
| 25
| 4
| 16
| 8
|
58
|
No
|
Travel_Rarely
| 968
|
Research & Development
| 35
| 4
|
Life Sciences
| 1
| 2,824
| 1
|
Female
| 34
| 1
| 1
|
Research Director
| 1
|
Divorced
| 40,653
| 1,138,284
| 3
|
Y
|
Yes
| 31
| 1
| 1
| 80
| 3
| 7
| 3
| 2
| 1
| 1
| 1
| 1
|
26
|
Yes
|
Travel_Rarely
| 516
|
Support
| 20
| 1
|
Life Sciences
| 1
| 2,825
| 1
|
Female
| 119
| 4
| 5
|
Research Scientist
| 4
|
Married
| 24,046
| 721,380
| 5
|
Y
|
Yes
| 14
| 4
| 2
| 80
| 3
| 12
| 4
| 2
| 9
| 3
| 7
| 2
|
58
|
No
|
Non-Travel
| 1,003
|
Human Resources
| 25
| 1
|
Other
| 1
| 2,826
| 4
|
Male
| 147
| 3
| 1
|
Human Resources
| 3
|
Married
| 46,053
| 414,477
| 6
|
Y
|
No
| 3
| 4
| 3
| 80
| 3
| 26
| 4
| 1
| 21
| 2
| 7
| 7
|
54
|
Yes
|
Non-Travel
| 364
|
Human Resources
| 28
| 1
|
Marketing
| 1
| 2,827
| 1
|
Female
| 159
| 3
| 1
|
Laboratory Technician
| 1
|
Married
| 4,066
| 48,792
| 6
|
Y
|
No
| 22
| 2
| 1
| 80
| 3
| 17
| 2
| 4
| 10
| 5
| 8
| 1
|
54
|
Yes
|
Travel_Rarely
| 747
|
Human Resources
| 18
| 4
|
Human Resources
| 1
| 2,828
| 1
|
Female
| 149
| 1
| 1
|
Laboratory Technician
| 1
|
Married
| 8,546
| 85,460
| 5
|
Y
|
Yes
| 49
| 4
| 1
| 80
| 4
| 11
| 2
| 1
| 3
| 2
| 3
| 3
|
27
|
No
|
Non-Travel
| 319
|
Hardware
| 2
| 5
|
Life Sciences
| 1
| 2,829
| 3
|
Male
| 128
| 4
| 4
|
Healthcare Representative
| 1
|
Married
| 46,645
| 1,352,705
| 5
|
Y
|
Yes
| 7
| 1
| 4
| 80
| 2
| 1
| 1
| 2
| 1
| 1
| 1
| 1
|
59
|
No
|
Travel_Rarely
| 377
|
Hardware
| 10
| 5
|
Human Resources
| 1
| 2,830
| 3
|
Male
| 161
| 3
| 3
|
Research Director
| 1
|
Divorced
| 40,783
| 407,830
| 0
|
Y
|
No
| 16
| 4
| 4
| 80
| 4
| 17
| 3
| 1
| 5
| 2
| 2
| 1
|
29
|
No
|
Non-Travel
| 156
|
Research & Development
| 5
| 5
|
Life Sciences
| 1
| 2,831
| 4
|
Male
| 115
| 2
| 1
|
Manufacturing Director
| 4
|
Divorced
| 31,696
| 824,096
| 5
|
Y
|
No
| 33
| 4
| 4
| 80
| 1
| 40
| 1
| 1
| 7
| 4
| 5
| 4
|
52
|
Yes
|
Non-Travel
| 1,249
|
Hardware
| 8
| 1
|
Life Sciences
| 1
| 2,832
| 4
|
Female
| 191
| 2
| 2
|
Sales Executive
| 3
|
Married
| 23,502
| 564,048
| 6
|
Y
|
No
| 30
| 4
| 2
| 80
| 3
| 25
| 4
| 3
| 2
| 2
| 2
| 1
|
43
|
Yes
|
Travel_Rarely
| 143
|
Hardware
| 16
| 1
|
Medical
| 1
| 2,833
| 1
|
Male
| 141
| 4
| 1
|
Manager
| 4
|
Single
| 6,933
| 173,325
| 0
|
Y
|
Yes
| 19
| 3
| 3
| 80
| 1
| 21
| 1
| 1
| 7
| 2
| 7
| 6
|
43
|
Yes
|
Non-Travel
| 523
|
Sales
| 1
| 2
|
Other
| 1
| 2,834
| 2
|
Female
| 100
| 3
| 2
|
Research Scientist
| 3
|
Married
| 23,560
| 612,560
| 6
|
Y
|
Yes
| 5
| 3
| 4
| 80
| 1
| 1
| 5
| 2
| 1
| 1
| 1
| 1
|
37
|
Yes
|
Non-Travel
| 646
|
Software
| 3
| 5
|
Human Resources
| 1
| 2,835
| 4
|
Male
| 142
| 3
| 2
|
Human Resources
| 3
|
Divorced
| 49,565
| 1,239,125
| 2
|
Y
|
No
| 37
| 3
| 3
| 80
| 1
| 27
| 2
| 4
| 18
| 5
| 13
| 16
|
25
|
No
|
Travel_Frequently
| 898
|
Research & Development
| 41
| 5
|
Medical
| 1
| 2,836
| 3
|
Female
| 48
| 4
| 4
|
Manufacturing Director
| 3
|
Single
| 28,585
| 657,455
| 8
|
Y
|
No
| 0
| 2
| 1
| 80
| 3
| 18
| 2
| 2
| 11
| 4
| 2
| 2
|
38
|
Yes
|
Travel_Rarely
| 662
|
Research & Development
| 48
| 2
|
Technical Degree
| 1
| 2,837
| 1
|
Male
| 109
| 1
| 3
|
Manager
| 2
|
Divorced
| 14,123
| 338,952
| 7
|
Y
|
Yes
| 34
| 1
| 4
| 80
| 3
| 10
| 1
| 1
| 8
| 4
| 8
| 2
|
29
|
No
|
Travel_Rarely
| 388
|
Human Resources
| 4
| 3
|
Life Sciences
| 1
| 2,838
| 3
|
Male
| 125
| 4
| 5
|
Developer
| 1
|
Divorced
| 27,902
| 279,020
| 8
|
Y
|
Yes
| 23
| 3
| 3
| 80
| 3
| 6
| 6
| 1
| 5
| 1
| 1
| 3
|
28
|
No
|
Travel_Rarely
| 1,374
|
Software
| 43
| 3
|
Medical
| 1
| 2,839
| 2
|
Female
| 79
| 3
| 3
|
Sales Executive
| 4
|
Divorced
| 39,860
| 677,620
| 3
|
Y
|
Yes
| 31
| 4
| 3
| 80
| 3
| 20
| 4
| 4
| 14
| 13
| 10
| 6
|
40
|
No
|
Non-Travel
| 274
|
Human Resources
| 48
| 3
|
Human Resources
| 1
| 2,840
| 3
|
Male
| 113
| 3
| 3
|
Sales Executive
| 1
|
Married
| 31,947
| 575,046
| 0
|
Y
|
Yes
| 6
| 3
| 2
| 80
| 2
| 35
| 1
| 2
| 12
| 5
| 5
| 3
|
32
|
Yes
|
Travel_Rarely
| 141
|
Hardware
| 8
| 1
|
Marketing
| 1
| 2,841
| 3
|
Female
| 36
| 3
| 4
|
Developer
| 4
|
Married
| 3,651
| 40,161
| 8
|
Y
|
No
| 10
| 3
| 3
| 80
| 4
| 14
| 1
| 1
| 1
| 1
| 1
| 1
|
58
|
Yes
|
Non-Travel
| 1,065
|
Research & Development
| 13
| 2
|
Other
| 1
| 2,842
| 1
|
Male
| 55
| 3
| 4
|
Human Resources
| 4
|
Married
| 34,836
| 278,688
| 6
|
Y
|
No
| 20
| 4
| 2
| 80
| 3
| 25
| 5
| 4
| 23
| 4
| 21
| 4
|
32
|
Yes
|
Travel_Rarely
| 1,335
|
Human Resources
| 22
| 1
|
Life Sciences
| 1
| 2,843
| 3
|
Male
| 47
| 4
| 3
|
Developer
| 3
|
Divorced
| 16,848
| 202,176
| 3
|
Y
|
No
| 7
| 2
| 4
| 80
| 2
| 4
| 5
| 1
| 3
| 1
| 1
| 2
|
32
|
No
|
Travel_Rarely
| 1,482
|
Hardware
| 48
| 4
|
Life Sciences
| 1
| 2,844
| 4
|
Male
| 79
| 3
| 1
|
Healthcare Representative
| 2
|
Single
| 37,295
| 74,590
| 0
|
Y
|
No
| 36
| 2
| 4
| 80
| 3
| 38
| 6
| 4
| 12
| 12
| 2
| 11
|
40
|
Yes
|
Non-Travel
| 711
|
Human Resources
| 1
| 5
|
Life Sciences
| 1
| 2,845
| 1
|
Female
| 93
| 2
| 5
|
Manager
| 1
|
Single
| 27,013
| 162,078
| 6
|
Y
|
Yes
| 5
| 4
| 3
| 80
| 1
| 37
| 3
| 1
| 26
| 25
| 6
| 1
|
42
|
Yes
|
Travel_Frequently
| 430
|
Human Resources
| 40
| 4
|
Technical Degree
| 1
| 2,846
| 2
|
Female
| 78
| 1
| 3
|
Human Resources
| 4
|
Single
| 9,618
| 67,326
| 3
|
Y
|
Yes
| 20
| 3
| 3
| 80
| 4
| 35
| 3
| 1
| 24
| 2
| 12
| 14
|
48
|
Yes
|
Travel_Rarely
| 1,242
|
Research & Development
| 37
| 3
|
Technical Degree
| 1
| 2,847
| 2
|
Male
| 150
| 3
| 5
|
Sales Representative
| 3
|
Single
| 47,970
| 623,610
| 2
|
Y
|
No
| 16
| 1
| 2
| 80
| 1
| 21
| 2
| 2
| 18
| 13
| 17
| 9
|
49
|
No
|
Travel_Rarely
| 857
|
Research & Development
| 8
| 5
|
Life Sciences
| 1
| 2,848
| 3
|
Male
| 180
| 1
| 1
|
Healthcare Representative
| 1
|
Married
| 36,862
| 589,792
| 8
|
Y
|
No
| 49
| 3
| 1
| 80
| 2
| 1
| 3
| 2
| 1
| 1
| 1
| 1
|
39
|
Yes
|
Non-Travel
| 1,001
|
Research & Development
| 4
| 5
|
Other
| 1
| 2,849
| 3
|
Male
| 94
| 4
| 1
|
Human Resources
| 1
|
Single
| 4,117
| 86,457
| 3
|
Y
|
No
| 20
| 1
| 3
| 80
| 3
| 26
| 6
| 1
| 19
| 12
| 4
| 8
|
30
|
No
|
Travel_Frequently
| 741
|
Human Resources
| 5
| 4
|
Human Resources
| 1
| 2,850
| 3
|
Female
| 119
| 1
| 1
|
Research Director
| 2
|
Single
| 50,950
| 1,069,950
| 6
|
Y
|
Yes
| 5
| 1
| 4
| 80
| 1
| 7
| 5
| 4
| 4
| 1
| 3
| 1
|
27
|
Yes
|
Non-Travel
| 520
|
Human Resources
| 22
| 1
|
Life Sciences
| 1
| 2,851
| 1
|
Male
| 57
| 1
| 1
|
Manager
| 4
|
Divorced
| 37,434
| 711,246
| 7
|
Y
|
No
| 36
| 4
| 1
| 80
| 4
| 21
| 3
| 4
| 13
| 3
| 10
| 9
|
47
|
Yes
|
Travel_Rarely
| 245
|
Support
| 15
| 5
|
Human Resources
| 1
| 2,852
| 4
|
Female
| 72
| 4
| 4
|
Sales Executive
| 2
|
Single
| 16,876
| 405,024
| 6
|
Y
|
No
| 16
| 2
| 4
| 80
| 4
| 14
| 6
| 1
| 4
| 3
| 4
| 2
|
23
|
Yes
|
Travel_Rarely
| 311
|
Support
| 11
| 4
|
Human Resources
| 1
| 2,853
| 4
|
Male
| 38
| 2
| 1
|
Sales Executive
| 3
|
Married
| 38,121
| 495,573
| 5
|
Y
|
No
| 48
| 2
| 1
| 80
| 2
| 18
| 3
| 3
| 12
| 6
| 3
| 4
|
42
|
No
|
Non-Travel
| 1,169
|
Support
| 33
| 4
|
Marketing
| 1
| 2,854
| 2
|
Male
| 122
| 1
| 4
|
Research Director
| 1
|
Married
| 2,701
| 43,216
| 2
|
Y
|
Yes
| 16
| 4
| 3
| 80
| 2
| 21
| 5
| 3
| 12
| 1
| 3
| 11
|
41
|
No
|
Travel_Frequently
| 267
|
Human Resources
| 49
| 5
|
Medical
| 1
| 2,855
| 1
|
Male
| 168
| 4
| 5
|
Manager
| 4
|
Divorced
| 22,310
| 624,680
| 3
|
Y
|
Yes
| 6
| 4
| 4
| 80
| 4
| 35
| 1
| 4
| 3
| 1
| 2
| 1
|
31
|
Yes
|
Travel_Frequently
| 407
|
Support
| 7
| 5
|
Technical Degree
| 1
| 2,856
| 1
|
Male
| 161
| 4
| 3
|
Human Resources
| 2
|
Single
| 25,527
| 714,756
| 2
|
Y
|
Yes
| 28
| 1
| 1
| 80
| 2
| 40
| 2
| 2
| 20
| 4
| 3
| 19
|
22
|
Yes
|
Travel_Rarely
| 348
|
Research & Development
| 40
| 1
|
Life Sciences
| 1
| 2,857
| 4
|
Male
| 180
| 4
| 2
|
Developer
| 1
|
Divorced
| 42,780
| 342,240
| 5
|
Y
|
Yes
| 40
| 2
| 3
| 80
| 3
| 28
| 4
| 1
| 28
| 12
| 13
| 9
|
48
|
No
|
Travel_Rarely
| 491
|
Support
| 28
| 5
|
Technical Degree
| 1
| 2,858
| 1
|
Female
| 196
| 1
| 3
|
Laboratory Technician
| 2
|
Married
| 28,126
| 253,134
| 6
|
Y
|
Yes
| 15
| 2
| 2
| 80
| 2
| 23
| 3
| 3
| 16
| 11
| 15
| 11
|
38
|
No
|
Non-Travel
| 953
|
Sales
| 37
| 1
|
Marketing
| 1
| 2,859
| 4
|
Female
| 78
| 4
| 1
|
Human Resources
| 2
|
Divorced
| 31,123
| 809,198
| 8
|
Y
|
No
| 26
| 1
| 2
| 80
| 2
| 4
| 5
| 3
| 2
| 2
| 2
| 1
|
42
|
Yes
|
Non-Travel
| 387
|
Support
| 21
| 3
|
Technical Degree
| 1
| 2,860
| 4
|
Female
| 59
| 2
| 5
|
Research Scientist
| 4
|
Divorced
| 3,437
| 37,807
| 3
|
Y
|
Yes
| 14
| 4
| 2
| 80
| 1
| 33
| 4
| 3
| 26
| 9
| 4
| 24
|
53
|
Yes
|
Travel_Frequently
| 294
|
Human Resources
| 46
| 4
|
Medical
| 1
| 2,861
| 3
|
Female
| 122
| 1
| 2
|
Sales Representative
| 1
|
Married
| 32,287
| 968,610
| 8
|
Y
|
No
| 34
| 4
| 2
| 80
| 2
| 16
| 1
| 1
| 4
| 4
| 3
| 2
|
40
|
No
|
Travel_Rarely
| 137
|
Hardware
| 41
| 3
|
Technical Degree
| 1
| 2,862
| 2
|
Male
| 117
| 2
| 1
|
Manager
| 4
|
Married
| 46,582
| 512,402
| 8
|
Y
|
Yes
| 5
| 3
| 2
| 80
| 2
| 37
| 1
| 2
| 14
| 5
| 12
| 7
|
23
|
No
|
Non-Travel
| 469
|
Sales
| 28
| 5
|
Other
| 1
| 2,863
| 1
|
Female
| 171
| 1
| 3
|
Manager
| 2
|
Divorced
| 4,946
| 14,838
| 0
|
Y
|
Yes
| 9
| 2
| 1
| 80
| 2
| 15
| 1
| 4
| 2
| 1
| 1
| 2
|
60
|
Yes
|
Travel_Frequently
| 1,432
|
Software
| 1
| 3
|
Life Sciences
| 1
| 2,864
| 1
|
Female
| 163
| 1
| 4
|
Research Scientist
| 1
|
Single
| 26,628
| 399,420
| 0
|
Y
|
No
| 19
| 1
| 1
| 80
| 1
| 1
| 2
| 4
| 1
| 1
| 1
| 1
|
37
|
Yes
|
Travel_Frequently
| 643
|
Software
| 7
| 4
|
Other
| 1
| 2,865
| 3
|
Female
| 165
| 1
| 1
|
Manager
| 1
|
Single
| 23,619
| 212,571
| 3
|
Y
|
No
| 42
| 2
| 3
| 80
| 3
| 30
| 6
| 4
| 15
| 8
| 14
| 15
|
35
|
No
|
Non-Travel
| 573
|
Support
| 15
| 3
|
Marketing
| 1
| 2,866
| 4
|
Male
| 77
| 2
| 5
|
Research Director
| 4
|
Divorced
| 32,748
| 589,464
| 6
|
Y
|
Yes
| 25
| 4
| 2
| 80
| 4
| 19
| 3
| 3
| 11
| 2
| 3
| 8
|
53
|
No
|
Travel_Rarely
| 942
|
Software
| 23
| 3
|
Other
| 1
| 2,867
| 2
|
Male
| 170
| 1
| 4
|
Human Resources
| 4
|
Single
| 30,995
| 588,905
| 8
|
Y
|
No
| 8
| 1
| 2
| 80
| 1
| 28
| 2
| 3
| 17
| 2
| 2
| 16
|
58
|
No
|
Travel_Frequently
| 1,449
|
Support
| 18
| 5
|
Other
| 1
| 2,868
| 3
|
Female
| 198
| 2
| 1
|
Human Resources
| 1
|
Single
| 11,993
| 95,944
| 6
|
Y
|
No
| 47
| 2
| 3
| 80
| 2
| 24
| 4
| 3
| 9
| 3
| 2
| 2
|
26
|
Yes
|
Travel_Frequently
| 374
|
Support
| 14
| 4
|
Life Sciences
| 1
| 2,869
| 2
|
Female
| 142
| 2
| 4
|
Sales Executive
| 2
|
Married
| 1,380
| 33,120
| 0
|
Y
|
No
| 5
| 1
| 3
| 80
| 4
| 39
| 1
| 2
| 8
| 1
| 6
| 1
|
40
|
Yes
|
Travel_Frequently
| 845
|
Human Resources
| 39
| 4
|
Medical
| 1
| 2,870
| 2
|
Female
| 105
| 1
| 5
|
Research Director
| 4
|
Divorced
| 28,346
| 822,034
| 8
|
Y
|
Yes
| 41
| 3
| 2
| 80
| 4
| 14
| 5
| 4
| 7
| 3
| 7
| 7
|
54
|
Yes
|
Travel_Frequently
| 474
|
Sales
| 33
| 4
|
Technical Degree
| 1
| 2,871
| 2
|
Female
| 133
| 2
| 3
|
Laboratory Technician
| 3
|
Single
| 38,723
| 968,075
| 0
|
Y
|
Yes
| 45
| 4
| 1
| 80
| 1
| 14
| 5
| 3
| 10
| 9
| 6
| 9
|
53
|
Yes
|
Travel_Frequently
| 1,033
|
Human Resources
| 7
| 3
|
Other
| 1
| 2,872
| 2
|
Female
| 198
| 3
| 1
|
Research Director
| 4
|
Divorced
| 35,259
| 70,518
| 4
|
Y
|
Yes
| 22
| 1
| 1
| 80
| 4
| 9
| 6
| 1
| 2
| 1
| 2
| 1
|
53
|
Yes
|
Travel_Frequently
| 1,481
|
Research & Development
| 25
| 5
|
Other
| 1
| 2,873
| 4
|
Male
| 175
| 2
| 3
|
Human Resources
| 1
|
Married
| 45,145
| 541,740
| 2
|
Y
|
No
| 5
| 2
| 2
| 80
| 1
| 13
| 3
| 1
| 4
| 1
| 4
| 4
|
31
|
Yes
|
Travel_Rarely
| 1,269
|
Human Resources
| 8
| 4
|
Marketing
| 1
| 2,874
| 4
|
Female
| 38
| 4
| 4
|
Manager
| 4
|
Divorced
| 16,354
| 474,266
| 8
|
Y
|
Yes
| 12
| 4
| 4
| 80
| 2
| 27
| 6
| 4
| 3
| 2
| 1
| 3
|
48
|
Yes
|
Travel_Rarely
| 656
|
Human Resources
| 36
| 2
|
Other
| 1
| 2,875
| 2
|
Male
| 116
| 4
| 4
|
Manufacturing Director
| 2
|
Married
| 8,413
| 33,652
| 4
|
Y
|
Yes
| 11
| 2
| 3
| 80
| 2
| 21
| 1
| 4
| 6
| 3
| 6
| 1
|
53
|
Yes
|
Non-Travel
| 1,420
|
Hardware
| 9
| 1
|
Technical Degree
| 1
| 2,876
| 2
|
Male
| 163
| 2
| 2
|
Research Director
| 1
|
Single
| 11,464
| 320,992
| 3
|
Y
|
Yes
| 48
| 1
| 4
| 80
| 3
| 17
| 6
| 4
| 3
| 3
| 3
| 3
|
40
|
No
|
Travel_Rarely
| 1,251
|
Software
| 39
| 4
|
Marketing
| 1
| 2,877
| 1
|
Female
| 107
| 2
| 1
|
Sales Executive
| 4
|
Single
| 19,302
| 559,758
| 4
|
Y
|
No
| 46
| 4
| 4
| 80
| 1
| 19
| 6
| 4
| 4
| 4
| 4
| 1
|
26
|
No
|
Travel_Frequently
| 870
|
Sales
| 2
| 3
|
Medical
| 1
| 2,878
| 1
|
Female
| 58
| 1
| 4
|
Manager
| 1
|
Divorced
| 7,732
| 77,320
| 0
|
Y
|
No
| 12
| 3
| 4
| 80
| 3
| 1
| 5
| 2
| 1
| 1
| 1
| 1
|
42
|
No
|
Travel_Frequently
| 416
|
Research & Development
| 7
| 2
|
Marketing
| 1
| 2,879
| 2
|
Female
| 53
| 1
| 4
|
Research Scientist
| 3
|
Single
| 42,271
| 676,336
| 6
|
Y
|
Yes
| 23
| 4
| 2
| 80
| 3
| 8
| 3
| 1
| 8
| 5
| 4
| 7
|
48
|
Yes
|
Travel_Rarely
| 1,412
|
Software
| 33
| 3
|
Human Resources
| 1
| 2,880
| 4
|
Female
| 98
| 2
| 5
|
Human Resources
| 3
|
Married
| 37,919
| 1,099,651
| 1
|
Y
|
No
| 45
| 1
| 2
| 80
| 3
| 37
| 3
| 3
| 35
| 31
| 20
| 17
|
55
|
Yes
|
Non-Travel
| 290
|
Hardware
| 18
| 5
|
Marketing
| 1
| 2,881
| 2
|
Male
| 170
| 2
| 2
|
Human Resources
| 1
|
Single
| 25,400
| 762,000
| 6
|
Y
|
Yes
| 41
| 1
| 2
| 80
| 3
| 37
| 4
| 3
| 24
| 23
| 2
| 11
|
43
|
Yes
|
Non-Travel
| 779
|
Human Resources
| 28
| 3
|
Human Resources
| 1
| 2,882
| 1
|
Female
| 67
| 4
| 3
|
Human Resources
| 1
|
Married
| 40,637
| 284,459
| 5
|
Y
|
No
| 21
| 1
| 4
| 80
| 1
| 29
| 4
| 2
| 3
| 1
| 3
| 1
|
55
|
Yes
|
Travel_Frequently
| 1,425
|
Support
| 1
| 4
|
Other
| 1
| 2,883
| 2
|
Female
| 194
| 4
| 2
|
Human Resources
| 4
|
Single
| 48,021
| 1,104,483
| 8
|
Y
|
Yes
| 43
| 1
| 4
| 80
| 2
| 18
| 6
| 1
| 16
| 7
| 14
| 13
|
55
|
No
|
Travel_Rarely
| 236
|
Support
| 25
| 1
|
Human Resources
| 1
| 2,884
| 4
|
Female
| 94
| 1
| 4
|
Manufacturing Director
| 3
|
Married
| 49,679
| 1,490,370
| 5
|
Y
|
Yes
| 40
| 3
| 1
| 80
| 2
| 9
| 5
| 4
| 4
| 2
| 3
| 4
|
26
|
No
|
Non-Travel
| 1,107
|
Support
| 38
| 1
|
Medical
| 1
| 2,885
| 1
|
Male
| 161
| 1
| 3
|
Manager
| 2
|
Married
| 16,986
| 33,972
| 5
|
Y
|
Yes
| 14
| 1
| 2
| 80
| 3
| 37
| 3
| 4
| 5
| 1
| 3
| 5
|
22
|
No
|
Travel_Rarely
| 965
|
Hardware
| 19
| 1
|
Other
| 1
| 2,886
| 2
|
Male
| 132
| 2
| 3
|
Human Resources
| 2
|
Divorced
| 42,140
| 589,960
| 5
|
Y
|
Yes
| 18
| 3
| 3
| 80
| 2
| 28
| 2
| 1
| 19
| 6
| 18
| 8
|
29
|
No
|
Travel_Frequently
| 1,244
|
Research & Development
| 4
| 4
|
Technical Degree
| 1
| 2,887
| 3
|
Female
| 40
| 1
| 4
|
Research Director
| 2
|
Divorced
| 34,998
| 524,970
| 6
|
Y
|
Yes
| 15
| 2
| 3
| 80
| 3
| 31
| 1
| 2
| 30
| 28
| 5
| 10
|
53
|
No
|
Travel_Frequently
| 766
|
Support
| 1
| 5
|
Marketing
| 1
| 2,888
| 3
|
Male
| 116
| 3
| 3
|
Human Resources
| 3
|
Married
| 37,512
| 562,680
| 4
|
Y
|
Yes
| 22
| 3
| 1
| 80
| 4
| 17
| 3
| 1
| 13
| 12
| 10
| 3
|
22
|
No
|
Travel_Frequently
| 1,435
|
Sales
| 38
| 5
|
Marketing
| 1
| 2,889
| 1
|
Male
| 198
| 4
| 5
|
Manager
| 1
|
Married
| 26,956
| 700,856
| 8
|
Y
|
Yes
| 18
| 1
| 2
| 80
| 3
| 17
| 1
| 1
| 5
| 2
| 2
| 5
|
20
|
No
|
Travel_Frequently
| 130
|
Human Resources
| 4
| 3
|
Human Resources
| 1
| 2,890
| 3
|
Female
| 122
| 1
| 5
|
Sales Representative
| 1
|
Married
| 2,448
| 4,896
| 8
|
Y
|
No
| 48
| 3
| 3
| 80
| 1
| 15
| 6
| 2
| 13
| 2
| 7
| 11
|
52
|
Yes
|
Non-Travel
| 834
|
Hardware
| 43
| 3
|
Marketing
| 1
| 2,891
| 3
|
Male
| 66
| 2
| 1
|
Healthcare Representative
| 4
|
Divorced
| 22,743
| 500,346
| 3
|
Y
|
No
| 9
| 2
| 3
| 80
| 4
| 29
| 4
| 3
| 4
| 3
| 2
| 2
|
49
|
Yes
|
Non-Travel
| 482
|
Software
| 45
| 2
|
Human Resources
| 1
| 2,892
| 1
|
Female
| 166
| 3
| 2
|
Research Director
| 3
|
Married
| 28,370
| 709,250
| 0
|
Y
|
No
| 13
| 2
| 2
| 80
| 1
| 17
| 6
| 1
| 14
| 6
| 5
| 13
|
28
|
No
|
Travel_Rarely
| 512
|
Support
| 43
| 4
|
Technical Degree
| 1
| 2,893
| 3
|
Female
| 150
| 1
| 2
|
Healthcare Representative
| 2
|
Married
| 7,395
| 199,665
| 7
|
Y
|
No
| 8
| 1
| 4
| 80
| 4
| 17
| 3
| 4
| 12
| 2
| 10
| 7
|
27
|
No
|
Travel_Rarely
| 152
|
Research & Development
| 28
| 4
|
Medical
| 1
| 2,894
| 2
|
Male
| 67
| 3
| 4
|
Developer
| 2
|
Single
| 11,622
| 23,244
| 0
|
Y
|
No
| 44
| 2
| 4
| 80
| 1
| 39
| 1
| 1
| 2
| 1
| 1
| 2
|
32
|
Yes
|
Non-Travel
| 1,209
|
Human Resources
| 13
| 2
|
Life Sciences
| 1
| 2,895
| 4
|
Female
| 56
| 1
| 3
|
Manager
| 3
|
Divorced
| 12,095
| 205,615
| 0
|
Y
|
Yes
| 32
| 2
| 1
| 80
| 4
| 38
| 5
| 2
| 7
| 6
| 1
| 7
|
29
|
Yes
|
Travel_Frequently
| 990
|
Hardware
| 18
| 4
|
Technical Degree
| 1
| 2,896
| 4
|
Female
| 155
| 3
| 4
|
Research Director
| 4
|
Single
| 28,351
| 453,616
| 5
|
Y
|
No
| 44
| 3
| 4
| 80
| 3
| 10
| 6
| 1
| 3
| 1
| 2
| 2
|
37
|
Yes
|
Travel_Rarely
| 111
|
Human Resources
| 41
| 1
|
Other
| 1
| 2,897
| 2
|
Female
| 138
| 3
| 1
|
Manufacturing Director
| 2
|
Single
| 31,920
| 478,800
| 5
|
Y
|
No
| 36
| 1
| 1
| 80
| 2
| 21
| 2
| 4
| 20
| 11
| 10
| 8
|
51
|
No
|
Travel_Frequently
| 1,069
|
Research & Development
| 48
| 5
|
Marketing
| 1
| 2,898
| 2
|
Male
| 48
| 1
| 4
|
Sales Executive
| 1
|
Married
| 8,794
| 140,704
| 3
|
Y
|
Yes
| 11
| 2
| 2
| 80
| 4
| 1
| 1
| 2
| 1
| 1
| 1
| 1
|
28
|
Yes
|
Non-Travel
| 432
|
Support
| 10
| 2
|
Human Resources
| 1
| 2,899
| 1
|
Female
| 57
| 2
| 1
|
Research Scientist
| 3
|
Married
| 18,785
| 150,280
| 2
|
Y
|
No
| 43
| 4
| 3
| 80
| 3
| 11
| 6
| 3
| 5
| 1
| 4
| 5
|
48
|
No
|
Travel_Rarely
| 1,087
|
Software
| 26
| 1
|
Other
| 1
| 2,900
| 2
|
Female
| 157
| 2
| 5
|
Sales Executive
| 4
|
Divorced
| 28,176
| 84,528
| 0
|
Y
|
Yes
| 0
| 2
| 2
| 80
| 2
| 24
| 3
| 4
| 10
| 4
| 7
| 5
|
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