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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
48
|
No
|
Travel_Frequently
| 1,232
|
Human Resources
| 42
| 5
|
Human Resources
| 1
| 4,601
| 4
|
Female
| 182
| 2
| 3
|
Manager
| 3
|
Divorced
| 11,581
| 289,525
| 7
|
Y
|
No
| 22
| 2
| 4
| 80
| 2
| 36
| 6
| 1
| 21
| 5
| 13
| 7
|
57
|
No
|
Non-Travel
| 936
|
Sales
| 19
| 3
|
Technical Degree
| 1
| 4,602
| 4
|
Female
| 171
| 3
| 5
|
Manager
| 1
|
Married
| 42,540
| 978,420
| 4
|
Y
|
No
| 21
| 4
| 4
| 80
| 4
| 37
| 4
| 4
| 7
| 5
| 5
| 6
|
32
|
No
|
Travel_Rarely
| 332
|
Software
| 26
| 4
|
Medical
| 1
| 4,603
| 4
|
Male
| 190
| 2
| 4
|
Developer
| 2
|
Divorced
| 17,254
| 500,366
| 7
|
Y
|
No
| 31
| 4
| 4
| 80
| 2
| 12
| 5
| 4
| 6
| 5
| 2
| 1
|
44
|
No
|
Travel_Rarely
| 516
|
Research & Development
| 21
| 2
|
Life Sciences
| 1
| 4,604
| 3
|
Male
| 134
| 1
| 2
|
Human Resources
| 2
|
Single
| 32,175
| 386,100
| 7
|
Y
|
No
| 7
| 4
| 1
| 80
| 4
| 32
| 4
| 2
| 23
| 13
| 6
| 8
|
27
|
No
|
Travel_Frequently
| 615
|
Software
| 1
| 3
|
Marketing
| 1
| 4,605
| 4
|
Female
| 196
| 3
| 1
|
Healthcare Representative
| 2
|
Married
| 40,972
| 286,804
| 7
|
Y
|
No
| 24
| 3
| 2
| 80
| 1
| 13
| 5
| 4
| 11
| 1
| 6
| 8
|
21
|
Yes
|
Travel_Rarely
| 626
|
Research & Development
| 35
| 1
|
Medical
| 1
| 4,606
| 1
|
Female
| 46
| 4
| 3
|
Research Scientist
| 3
|
Single
| 1,054
| 1,054
| 0
|
Y
|
No
| 47
| 4
| 4
| 80
| 3
| 12
| 2
| 2
| 7
| 1
| 4
| 4
|
33
|
Yes
|
Non-Travel
| 1,321
|
Research & Development
| 10
| 4
|
Marketing
| 1
| 4,607
| 4
|
Male
| 81
| 3
| 2
|
Sales Executive
| 3
|
Married
| 50,218
| 150,654
| 7
|
Y
|
No
| 8
| 2
| 2
| 80
| 4
| 6
| 2
| 3
| 1
| 1
| 1
| 1
|
22
|
No
|
Travel_Frequently
| 145
|
Research & Development
| 22
| 4
|
Life Sciences
| 1
| 4,608
| 4
|
Female
| 134
| 4
| 5
|
Human Resources
| 3
|
Single
| 1,766
| 15,894
| 7
|
Y
|
Yes
| 36
| 2
| 2
| 80
| 3
| 8
| 6
| 2
| 5
| 2
| 3
| 1
|
32
|
Yes
|
Non-Travel
| 1,005
|
Hardware
| 33
| 5
|
Medical
| 1
| 4,609
| 2
|
Male
| 125
| 3
| 2
|
Developer
| 1
|
Single
| 40,633
| 1,097,091
| 6
|
Y
|
Yes
| 35
| 1
| 3
| 80
| 1
| 29
| 4
| 2
| 23
| 14
| 21
| 15
|
26
|
No
|
Travel_Frequently
| 920
|
Human Resources
| 28
| 2
|
Human Resources
| 1
| 4,610
| 4
|
Female
| 175
| 4
| 1
|
Manufacturing Director
| 1
|
Divorced
| 27,901
| 195,307
| 7
|
Y
|
Yes
| 3
| 3
| 4
| 80
| 1
| 24
| 3
| 1
| 20
| 16
| 10
| 14
|
59
|
Yes
|
Travel_Rarely
| 1,300
|
Hardware
| 42
| 4
|
Medical
| 1
| 4,611
| 3
|
Male
| 195
| 4
| 3
|
Research Scientist
| 4
|
Divorced
| 27,388
| 629,924
| 6
|
Y
|
No
| 1
| 3
| 4
| 80
| 1
| 28
| 4
| 4
| 22
| 20
| 16
| 7
|
46
|
No
|
Travel_Rarely
| 1,169
|
Support
| 14
| 5
|
Life Sciences
| 1
| 4,612
| 2
|
Male
| 154
| 1
| 1
|
Developer
| 3
|
Single
| 22,141
| 154,987
| 1
|
Y
|
No
| 16
| 1
| 1
| 80
| 1
| 18
| 5
| 3
| 9
| 2
| 2
| 5
|
53
|
Yes
|
Travel_Rarely
| 158
|
Human Resources
| 36
| 3
|
Technical Degree
| 1
| 4,613
| 2
|
Male
| 160
| 2
| 4
|
Research Scientist
| 4
|
Divorced
| 35,207
| 1,021,003
| 0
|
Y
|
Yes
| 37
| 2
| 4
| 80
| 1
| 10
| 6
| 2
| 9
| 2
| 2
| 2
|
51
|
No
|
Non-Travel
| 103
|
Human Resources
| 41
| 5
|
Human Resources
| 1
| 4,614
| 2
|
Female
| 151
| 2
| 4
|
Laboratory Technician
| 4
|
Single
| 43,122
| 733,074
| 6
|
Y
|
Yes
| 49
| 1
| 3
| 80
| 2
| 4
| 3
| 1
| 2
| 1
| 2
| 1
|
54
|
Yes
|
Travel_Frequently
| 260
|
Research & Development
| 38
| 1
|
Life Sciences
| 1
| 4,615
| 1
|
Female
| 191
| 3
| 3
|
Healthcare Representative
| 4
|
Single
| 10,444
| 135,772
| 5
|
Y
|
Yes
| 42
| 2
| 1
| 80
| 1
| 37
| 5
| 2
| 5
| 1
| 1
| 5
|
49
|
No
|
Non-Travel
| 1,449
|
Software
| 3
| 4
|
Life Sciences
| 1
| 4,616
| 1
|
Female
| 48
| 4
| 4
|
Developer
| 4
|
Single
| 33,287
| 765,601
| 6
|
Y
|
No
| 24
| 1
| 1
| 80
| 2
| 8
| 2
| 2
| 8
| 2
| 8
| 6
|
58
|
Yes
|
Non-Travel
| 1,215
|
Support
| 40
| 3
|
Human Resources
| 1
| 4,617
| 3
|
Male
| 171
| 1
| 3
|
Human Resources
| 1
|
Divorced
| 41,182
| 205,910
| 4
|
Y
|
No
| 5
| 4
| 1
| 80
| 3
| 2
| 6
| 1
| 1
| 1
| 1
| 1
|
29
|
No
|
Travel_Rarely
| 1,145
|
Support
| 22
| 4
|
Human Resources
| 1
| 4,618
| 3
|
Female
| 97
| 2
| 1
|
Human Resources
| 3
|
Divorced
| 42,392
| 975,016
| 4
|
Y
|
Yes
| 22
| 2
| 4
| 80
| 1
| 33
| 5
| 1
| 2
| 2
| 2
| 1
|
33
|
Yes
|
Non-Travel
| 542
|
Human Resources
| 18
| 2
|
Marketing
| 1
| 4,619
| 2
|
Female
| 58
| 1
| 3
|
Research Scientist
| 3
|
Divorced
| 33,769
| 202,614
| 5
|
Y
|
Yes
| 6
| 1
| 2
| 80
| 2
| 10
| 6
| 4
| 7
| 3
| 5
| 3
|
48
|
No
|
Travel_Rarely
| 807
|
Human Resources
| 26
| 1
|
Medical
| 1
| 4,620
| 4
|
Female
| 94
| 4
| 4
|
Research Director
| 4
|
Divorced
| 23,872
| 405,824
| 4
|
Y
|
No
| 31
| 2
| 2
| 80
| 1
| 3
| 4
| 2
| 2
| 1
| 1
| 1
|
29
|
No
|
Travel_Frequently
| 765
|
Software
| 16
| 3
|
Other
| 1
| 4,621
| 4
|
Female
| 162
| 2
| 5
|
Research Scientist
| 3
|
Divorced
| 6,738
| 60,642
| 5
|
Y
|
Yes
| 27
| 1
| 2
| 80
| 3
| 22
| 6
| 2
| 2
| 1
| 1
| 1
|
50
|
Yes
|
Travel_Rarely
| 735
|
Human Resources
| 1
| 4
|
Life Sciences
| 1
| 4,622
| 3
|
Male
| 168
| 1
| 1
|
Developer
| 2
|
Single
| 33,741
| 776,043
| 6
|
Y
|
Yes
| 11
| 2
| 2
| 80
| 4
| 36
| 4
| 2
| 15
| 15
| 12
| 15
|
55
|
Yes
|
Travel_Rarely
| 685
|
Research & Development
| 33
| 3
|
Medical
| 1
| 4,623
| 1
|
Female
| 169
| 4
| 1
|
Laboratory Technician
| 1
|
Divorced
| 25,547
| 434,299
| 4
|
Y
|
Yes
| 13
| 3
| 4
| 80
| 2
| 13
| 6
| 1
| 4
| 2
| 3
| 1
|
51
|
Yes
|
Travel_Rarely
| 740
|
Software
| 8
| 4
|
Technical Degree
| 1
| 4,624
| 2
|
Female
| 178
| 1
| 3
|
Developer
| 1
|
Single
| 24,217
| 484,340
| 4
|
Y
|
Yes
| 28
| 1
| 2
| 80
| 2
| 2
| 4
| 1
| 1
| 1
| 1
| 1
|
51
|
No
|
Travel_Frequently
| 1,085
|
Hardware
| 14
| 2
|
Other
| 1
| 4,625
| 1
|
Male
| 91
| 3
| 3
|
Human Resources
| 4
|
Married
| 14,084
| 42,252
| 1
|
Y
|
No
| 1
| 3
| 3
| 80
| 3
| 1
| 6
| 2
| 1
| 1
| 1
| 1
|
19
|
No
|
Travel_Rarely
| 1,080
|
Research & Development
| 32
| 3
|
Life Sciences
| 1
| 4,626
| 3
|
Male
| 102
| 1
| 5
|
Healthcare Representative
| 1
|
Married
| 36,769
| 955,994
| 4
|
Y
|
No
| 40
| 3
| 2
| 80
| 2
| 37
| 3
| 4
| 32
| 27
| 23
| 18
|
43
|
No
|
Travel_Frequently
| 832
|
Sales
| 45
| 3
|
Marketing
| 1
| 4,627
| 2
|
Male
| 170
| 2
| 4
|
Human Resources
| 1
|
Divorced
| 41,353
| 537,589
| 2
|
Y
|
Yes
| 0
| 1
| 4
| 80
| 1
| 12
| 1
| 4
| 6
| 2
| 5
| 2
|
58
|
Yes
|
Travel_Frequently
| 284
|
Research & Development
| 33
| 4
|
Human Resources
| 1
| 4,628
| 4
|
Male
| 53
| 4
| 2
|
Research Director
| 1
|
Single
| 11,759
| 141,108
| 0
|
Y
|
Yes
| 27
| 3
| 4
| 80
| 4
| 3
| 3
| 2
| 3
| 1
| 2
| 2
|
22
|
No
|
Travel_Rarely
| 312
|
Software
| 6
| 5
|
Technical Degree
| 1
| 4,629
| 1
|
Male
| 70
| 2
| 5
|
Healthcare Representative
| 1
|
Single
| 44,309
| 576,017
| 4
|
Y
|
Yes
| 32
| 4
| 2
| 80
| 3
| 14
| 5
| 1
| 8
| 7
| 4
| 4
|
52
|
Yes
|
Non-Travel
| 1,040
|
Sales
| 40
| 5
|
Other
| 1
| 4,630
| 1
|
Female
| 174
| 1
| 4
|
Developer
| 2
|
Married
| 44,370
| 1,153,620
| 7
|
Y
|
Yes
| 22
| 2
| 4
| 80
| 3
| 28
| 2
| 1
| 13
| 3
| 6
| 6
|
30
|
Yes
|
Travel_Frequently
| 1,484
|
Sales
| 36
| 4
|
Marketing
| 1
| 4,631
| 4
|
Female
| 150
| 2
| 3
|
Sales Representative
| 3
|
Divorced
| 10,250
| 51,250
| 0
|
Y
|
No
| 11
| 1
| 3
| 80
| 3
| 6
| 1
| 3
| 1
| 1
| 1
| 1
|
38
|
Yes
|
Non-Travel
| 634
|
Sales
| 27
| 4
|
Technical Degree
| 1
| 4,632
| 3
|
Female
| 141
| 1
| 5
|
Research Scientist
| 3
|
Single
| 29,024
| 145,120
| 1
|
Y
|
No
| 9
| 1
| 1
| 80
| 3
| 38
| 5
| 4
| 30
| 3
| 6
| 11
|
20
|
Yes
|
Travel_Frequently
| 1,173
|
Support
| 35
| 1
|
Marketing
| 1
| 4,633
| 3
|
Male
| 90
| 4
| 4
|
Laboratory Technician
| 2
|
Single
| 4,723
| 75,568
| 8
|
Y
|
No
| 0
| 4
| 1
| 80
| 3
| 5
| 3
| 4
| 1
| 1
| 1
| 1
|
24
|
No
|
Travel_Rarely
| 220
|
Support
| 43
| 5
|
Human Resources
| 1
| 4,634
| 4
|
Male
| 154
| 3
| 3
|
Manufacturing Director
| 2
|
Single
| 46,946
| 1,173,650
| 3
|
Y
|
Yes
| 17
| 2
| 3
| 80
| 3
| 14
| 3
| 4
| 9
| 7
| 2
| 5
|
43
|
Yes
|
Non-Travel
| 1,200
|
Sales
| 11
| 2
|
Life Sciences
| 1
| 4,635
| 1
|
Male
| 132
| 1
| 4
|
Manager
| 1
|
Married
| 43,378
| 477,158
| 6
|
Y
|
No
| 34
| 3
| 4
| 80
| 1
| 18
| 5
| 3
| 2
| 1
| 2
| 1
|
40
|
No
|
Non-Travel
| 304
|
Human Resources
| 8
| 5
|
Life Sciences
| 1
| 4,636
| 2
|
Male
| 169
| 3
| 2
|
Sales Executive
| 1
|
Divorced
| 14,096
| 253,728
| 0
|
Y
|
Yes
| 47
| 4
| 3
| 80
| 1
| 17
| 1
| 2
| 5
| 2
| 1
| 3
|
39
|
Yes
|
Travel_Rarely
| 461
|
Research & Development
| 41
| 5
|
Human Resources
| 1
| 4,637
| 1
|
Male
| 143
| 2
| 1
|
Research Director
| 2
|
Divorced
| 18,698
| 355,262
| 4
|
Y
|
Yes
| 35
| 2
| 3
| 80
| 3
| 37
| 6
| 2
| 11
| 4
| 4
| 9
|
28
|
Yes
|
Travel_Frequently
| 611
|
Hardware
| 25
| 5
|
Technical Degree
| 1
| 4,638
| 1
|
Male
| 172
| 1
| 4
|
Research Scientist
| 3
|
Single
| 19,128
| 382,560
| 8
|
Y
|
No
| 6
| 3
| 3
| 80
| 3
| 16
| 3
| 3
| 3
| 2
| 1
| 1
|
35
|
No
|
Travel_Frequently
| 254
|
Hardware
| 27
| 2
|
Medical
| 1
| 4,639
| 3
|
Female
| 124
| 3
| 4
|
Developer
| 2
|
Single
| 5,054
| 50,540
| 5
|
Y
|
No
| 18
| 3
| 2
| 80
| 4
| 8
| 1
| 2
| 6
| 4
| 1
| 6
|
56
|
Yes
|
Travel_Frequently
| 445
|
Sales
| 40
| 3
|
Other
| 1
| 4,640
| 1
|
Male
| 58
| 4
| 3
|
Manager
| 4
|
Single
| 43,582
| 43,582
| 7
|
Y
|
Yes
| 34
| 3
| 2
| 80
| 1
| 22
| 2
| 4
| 5
| 1
| 4
| 2
|
33
|
No
|
Travel_Rarely
| 1,269
|
Hardware
| 35
| 2
|
Life Sciences
| 1
| 4,641
| 3
|
Female
| 30
| 4
| 5
|
Laboratory Technician
| 4
|
Divorced
| 28,016
| 812,464
| 4
|
Y
|
No
| 9
| 3
| 4
| 80
| 1
| 32
| 5
| 2
| 20
| 9
| 6
| 9
|
35
|
Yes
|
Non-Travel
| 180
|
Support
| 26
| 2
|
Life Sciences
| 1
| 4,642
| 4
|
Female
| 103
| 3
| 5
|
Research Director
| 4
|
Married
| 18,992
| 227,904
| 3
|
Y
|
Yes
| 32
| 3
| 3
| 80
| 4
| 15
| 3
| 1
| 11
| 11
| 6
| 11
|
40
|
No
|
Travel_Rarely
| 436
|
Human Resources
| 28
| 4
|
Life Sciences
| 1
| 4,643
| 2
|
Male
| 41
| 3
| 5
|
Manager
| 2
|
Married
| 46,361
| 231,805
| 8
|
Y
|
Yes
| 37
| 1
| 2
| 80
| 1
| 3
| 3
| 2
| 3
| 2
| 1
| 1
|
29
|
Yes
|
Travel_Frequently
| 714
|
Software
| 5
| 5
|
Life Sciences
| 1
| 4,644
| 2
|
Male
| 184
| 1
| 5
|
Manager
| 4
|
Married
| 38,086
| 190,430
| 5
|
Y
|
No
| 24
| 4
| 1
| 80
| 1
| 9
| 3
| 4
| 8
| 6
| 8
| 5
|
54
|
No
|
Non-Travel
| 359
|
Hardware
| 47
| 3
|
Human Resources
| 1
| 4,645
| 3
|
Female
| 84
| 2
| 1
|
Healthcare Representative
| 4
|
Married
| 7,711
| 169,642
| 3
|
Y
|
Yes
| 38
| 3
| 1
| 80
| 4
| 7
| 2
| 2
| 4
| 3
| 1
| 4
|
30
|
No
|
Travel_Rarely
| 813
|
Software
| 46
| 4
|
Marketing
| 1
| 4,646
| 3
|
Male
| 179
| 1
| 5
|
Sales Representative
| 4
|
Divorced
| 49,785
| 348,495
| 6
|
Y
|
No
| 46
| 4
| 2
| 80
| 1
| 17
| 2
| 3
| 5
| 2
| 5
| 3
|
43
|
Yes
|
Non-Travel
| 1,005
|
Human Resources
| 44
| 5
|
Human Resources
| 1
| 4,647
| 3
|
Male
| 187
| 2
| 1
|
Laboratory Technician
| 4
|
Single
| 1,245
| 1,245
| 5
|
Y
|
Yes
| 28
| 4
| 2
| 80
| 2
| 31
| 5
| 1
| 22
| 3
| 6
| 4
|
38
|
Yes
|
Travel_Frequently
| 1,083
|
Support
| 39
| 1
|
Human Resources
| 1
| 4,648
| 2
|
Female
| 128
| 2
| 4
|
Manager
| 1
|
Married
| 30,172
| 30,172
| 6
|
Y
|
Yes
| 45
| 4
| 2
| 80
| 2
| 8
| 3
| 4
| 2
| 1
| 1
| 2
|
23
|
Yes
|
Travel_Rarely
| 1,099
|
Sales
| 26
| 4
|
Technical Degree
| 1
| 4,649
| 2
|
Female
| 34
| 3
| 4
|
Developer
| 2
|
Married
| 43,413
| 564,369
| 4
|
Y
|
Yes
| 45
| 3
| 3
| 80
| 2
| 33
| 6
| 1
| 8
| 6
| 5
| 8
|
33
|
Yes
|
Travel_Frequently
| 1,199
|
Research & Development
| 7
| 3
|
Other
| 1
| 4,650
| 3
|
Female
| 112
| 3
| 4
|
Manager
| 2
|
Divorced
| 34,133
| 238,931
| 2
|
Y
|
Yes
| 17
| 3
| 3
| 80
| 1
| 16
| 5
| 2
| 16
| 7
| 11
| 9
|
30
|
No
|
Non-Travel
| 592
|
Research & Development
| 4
| 4
|
Medical
| 1
| 4,651
| 3
|
Male
| 60
| 4
| 5
|
Sales Representative
| 1
|
Single
| 45,104
| 811,872
| 0
|
Y
|
No
| 37
| 2
| 2
| 80
| 4
| 32
| 5
| 3
| 31
| 27
| 21
| 1
|
21
|
No
|
Travel_Frequently
| 1,211
|
Human Resources
| 25
| 1
|
Medical
| 1
| 4,652
| 2
|
Male
| 47
| 2
| 4
|
Research Director
| 2
|
Single
| 44,838
| 1,345,140
| 8
|
Y
|
No
| 8
| 3
| 1
| 80
| 4
| 4
| 3
| 1
| 2
| 1
| 2
| 2
|
21
|
No
|
Travel_Rarely
| 135
|
Support
| 15
| 5
|
Marketing
| 1
| 4,653
| 3
|
Female
| 156
| 3
| 4
|
Healthcare Representative
| 3
|
Single
| 21,189
| 381,402
| 1
|
Y
|
Yes
| 38
| 4
| 4
| 80
| 3
| 8
| 1
| 2
| 1
| 1
| 1
| 1
|
45
|
No
|
Travel_Frequently
| 1,280
|
Software
| 34
| 1
|
Medical
| 1
| 4,654
| 2
|
Male
| 138
| 3
| 2
|
Healthcare Representative
| 1
|
Single
| 50,770
| 152,310
| 5
|
Y
|
No
| 10
| 2
| 3
| 80
| 4
| 2
| 1
| 3
| 1
| 1
| 1
| 1
|
48
|
Yes
|
Travel_Rarely
| 854
|
Human Resources
| 9
| 2
|
Other
| 1
| 4,655
| 3
|
Male
| 120
| 2
| 1
|
Developer
| 1
|
Single
| 15,887
| 365,401
| 0
|
Y
|
Yes
| 23
| 1
| 2
| 80
| 2
| 9
| 3
| 3
| 5
| 3
| 5
| 3
|
35
|
No
|
Non-Travel
| 153
|
Human Resources
| 4
| 5
|
Other
| 1
| 4,656
| 4
|
Female
| 200
| 1
| 3
|
Laboratory Technician
| 4
|
Divorced
| 42,480
| 552,240
| 5
|
Y
|
Yes
| 43
| 4
| 3
| 80
| 3
| 28
| 5
| 3
| 12
| 10
| 11
| 5
|
29
|
No
|
Travel_Frequently
| 1,025
|
Support
| 25
| 5
|
Marketing
| 1
| 4,657
| 4
|
Female
| 56
| 4
| 3
|
Research Scientist
| 1
|
Married
| 29,891
| 567,929
| 2
|
Y
|
Yes
| 3
| 3
| 4
| 80
| 2
| 36
| 4
| 4
| 5
| 1
| 5
| 3
|
49
|
Yes
|
Travel_Rarely
| 1,434
|
Human Resources
| 43
| 5
|
Human Resources
| 1
| 4,658
| 3
|
Female
| 56
| 1
| 3
|
Research Director
| 2
|
Divorced
| 33,750
| 303,750
| 3
|
Y
|
Yes
| 22
| 1
| 4
| 80
| 4
| 22
| 3
| 4
| 9
| 9
| 4
| 6
|
21
|
No
|
Travel_Rarely
| 676
|
Research & Development
| 21
| 4
|
Technical Degree
| 1
| 4,659
| 2
|
Male
| 163
| 2
| 1
|
Healthcare Representative
| 3
|
Divorced
| 47,686
| 1,001,406
| 4
|
Y
|
No
| 38
| 3
| 4
| 80
| 4
| 40
| 6
| 4
| 38
| 24
| 26
| 23
|
35
|
No
|
Non-Travel
| 636
|
Research & Development
| 46
| 3
|
Other
| 1
| 4,660
| 3
|
Male
| 171
| 4
| 1
|
Laboratory Technician
| 4
|
Single
| 24,365
| 121,825
| 1
|
Y
|
No
| 40
| 3
| 4
| 80
| 2
| 30
| 2
| 1
| 24
| 21
| 4
| 10
|
31
|
Yes
|
Non-Travel
| 206
|
Sales
| 30
| 3
|
Technical Degree
| 1
| 4,661
| 2
|
Male
| 70
| 1
| 3
|
Sales Executive
| 4
|
Divorced
| 26,000
| 598,000
| 7
|
Y
|
No
| 2
| 1
| 1
| 80
| 2
| 25
| 1
| 3
| 13
| 11
| 2
| 4
|
59
|
Yes
|
Travel_Frequently
| 619
|
Support
| 43
| 1
|
Human Resources
| 1
| 4,662
| 1
|
Male
| 180
| 4
| 5
|
Human Resources
| 4
|
Married
| 34,169
| 136,676
| 8
|
Y
|
Yes
| 28
| 1
| 2
| 80
| 2
| 5
| 3
| 4
| 2
| 1
| 2
| 1
|
46
|
Yes
|
Travel_Rarely
| 526
|
Hardware
| 7
| 1
|
Marketing
| 1
| 4,663
| 3
|
Female
| 153
| 1
| 5
|
Human Resources
| 1
|
Divorced
| 16,828
| 488,012
| 1
|
Y
|
Yes
| 0
| 3
| 2
| 80
| 3
| 14
| 1
| 3
| 6
| 4
| 6
| 4
|
28
|
Yes
|
Travel_Rarely
| 1,062
|
Support
| 30
| 1
|
Life Sciences
| 1
| 4,664
| 3
|
Male
| 200
| 3
| 1
|
Human Resources
| 1
|
Single
| 50,598
| 860,166
| 8
|
Y
|
Yes
| 5
| 4
| 1
| 80
| 2
| 24
| 4
| 2
| 20
| 11
| 3
| 14
|
38
|
No
|
Travel_Rarely
| 1,340
|
Sales
| 25
| 3
|
Medical
| 1
| 4,665
| 2
|
Male
| 138
| 2
| 4
|
Manager
| 2
|
Divorced
| 10,963
| 219,260
| 8
|
Y
|
No
| 39
| 3
| 4
| 80
| 4
| 4
| 6
| 4
| 4
| 4
| 1
| 3
|
59
|
No
|
Travel_Frequently
| 465
|
Support
| 1
| 3
|
Technical Degree
| 1
| 4,666
| 3
|
Male
| 124
| 2
| 5
|
Developer
| 3
|
Single
| 44,382
| 710,112
| 3
|
Y
|
Yes
| 48
| 2
| 1
| 80
| 4
| 6
| 2
| 2
| 2
| 1
| 2
| 1
|
56
|
Yes
|
Travel_Frequently
| 157
|
Support
| 8
| 3
|
Other
| 1
| 4,667
| 1
|
Male
| 48
| 3
| 5
|
Sales Executive
| 2
|
Married
| 50,470
| 252,350
| 5
|
Y
|
Yes
| 46
| 1
| 4
| 80
| 1
| 15
| 4
| 1
| 2
| 1
| 2
| 2
|
51
|
No
|
Travel_Frequently
| 480
|
Support
| 46
| 4
|
Medical
| 1
| 4,668
| 4
|
Female
| 146
| 3
| 4
|
Sales Executive
| 2
|
Divorced
| 20,590
| 329,440
| 1
|
Y
|
No
| 28
| 4
| 1
| 80
| 1
| 20
| 3
| 4
| 19
| 16
| 17
| 17
|
32
|
Yes
|
Travel_Rarely
| 571
|
Human Resources
| 41
| 5
|
Marketing
| 1
| 4,669
| 4
|
Female
| 92
| 3
| 4
|
Healthcare Representative
| 3
|
Married
| 21,046
| 505,104
| 0
|
Y
|
Yes
| 40
| 2
| 3
| 80
| 4
| 15
| 5
| 1
| 13
| 4
| 13
| 2
|
33
|
Yes
|
Non-Travel
| 1,311
|
Software
| 20
| 4
|
Medical
| 1
| 4,670
| 3
|
Male
| 188
| 3
| 4
|
Manufacturing Director
| 3
|
Divorced
| 34,723
| 763,906
| 7
|
Y
|
No
| 14
| 3
| 3
| 80
| 3
| 14
| 2
| 1
| 7
| 5
| 6
| 6
|
54
|
Yes
|
Travel_Rarely
| 859
|
Human Resources
| 7
| 3
|
Life Sciences
| 1
| 4,671
| 2
|
Male
| 30
| 1
| 4
|
Research Scientist
| 3
|
Divorced
| 47,695
| 763,120
| 6
|
Y
|
No
| 40
| 3
| 4
| 80
| 4
| 1
| 5
| 3
| 1
| 1
| 1
| 1
|
35
|
No
|
Travel_Rarely
| 1,107
|
Research & Development
| 49
| 1
|
Other
| 1
| 4,672
| 4
|
Male
| 47
| 4
| 2
|
Human Resources
| 3
|
Divorced
| 16,026
| 80,130
| 7
|
Y
|
No
| 12
| 2
| 3
| 80
| 1
| 33
| 1
| 1
| 9
| 4
| 4
| 9
|
58
|
No
|
Travel_Rarely
| 172
|
Support
| 26
| 3
|
Life Sciences
| 1
| 4,673
| 1
|
Male
| 154
| 2
| 3
|
Research Director
| 1
|
Divorced
| 29,670
| 415,380
| 2
|
Y
|
No
| 40
| 1
| 2
| 80
| 4
| 16
| 3
| 3
| 8
| 7
| 7
| 4
|
48
|
No
|
Travel_Frequently
| 1,398
|
Human Resources
| 28
| 2
|
Other
| 1
| 4,674
| 3
|
Male
| 49
| 2
| 2
|
Sales Executive
| 4
|
Divorced
| 2,723
| 21,784
| 1
|
Y
|
No
| 16
| 3
| 4
| 80
| 2
| 10
| 2
| 2
| 8
| 2
| 1
| 1
|
57
|
Yes
|
Travel_Frequently
| 1,065
|
Hardware
| 18
| 4
|
Other
| 1
| 4,675
| 2
|
Female
| 79
| 4
| 1
|
Manager
| 2
|
Divorced
| 13,101
| 379,929
| 1
|
Y
|
Yes
| 42
| 2
| 3
| 80
| 3
| 13
| 6
| 2
| 6
| 3
| 6
| 1
|
30
|
No
|
Travel_Rarely
| 1,380
|
Research & Development
| 31
| 5
|
Life Sciences
| 1
| 4,676
| 1
|
Male
| 197
| 3
| 3
|
Manufacturing Director
| 2
|
Married
| 6,339
| 44,373
| 0
|
Y
|
No
| 20
| 3
| 2
| 80
| 1
| 29
| 2
| 3
| 10
| 3
| 7
| 6
|
19
|
Yes
|
Non-Travel
| 112
|
Support
| 38
| 5
|
Other
| 1
| 4,677
| 4
|
Female
| 110
| 3
| 3
|
Research Scientist
| 4
|
Divorced
| 12,260
| 306,500
| 0
|
Y
|
No
| 34
| 2
| 4
| 80
| 3
| 34
| 4
| 3
| 14
| 2
| 6
| 12
|
54
|
Yes
|
Non-Travel
| 606
|
Human Resources
| 31
| 1
|
Life Sciences
| 1
| 4,678
| 1
|
Female
| 64
| 3
| 1
|
Manufacturing Director
| 1
|
Single
| 34,829
| 417,948
| 2
|
Y
|
No
| 42
| 1
| 2
| 80
| 2
| 38
| 4
| 2
| 30
| 9
| 20
| 2
|
48
|
Yes
|
Travel_Frequently
| 698
|
Sales
| 36
| 3
|
Life Sciences
| 1
| 4,679
| 3
|
Female
| 115
| 3
| 5
|
Sales Representative
| 3
|
Divorced
| 2,897
| 23,176
| 8
|
Y
|
No
| 43
| 3
| 1
| 80
| 3
| 26
| 6
| 2
| 18
| 10
| 13
| 10
|
43
|
No
|
Non-Travel
| 586
|
Software
| 7
| 4
|
Other
| 1
| 4,680
| 2
|
Female
| 79
| 2
| 3
|
Research Scientist
| 1
|
Divorced
| 16,670
| 66,680
| 4
|
Y
|
No
| 25
| 1
| 4
| 80
| 4
| 3
| 3
| 3
| 3
| 1
| 2
| 3
|
47
|
Yes
|
Travel_Frequently
| 1,188
|
Sales
| 4
| 3
|
Marketing
| 1
| 4,681
| 4
|
Female
| 67
| 3
| 1
|
Developer
| 4
|
Divorced
| 23,585
| 188,680
| 0
|
Y
|
Yes
| 48
| 4
| 4
| 80
| 3
| 6
| 4
| 2
| 6
| 3
| 6
| 5
|
30
|
Yes
|
Non-Travel
| 354
|
Software
| 27
| 3
|
Medical
| 1
| 4,682
| 1
|
Female
| 47
| 2
| 4
|
Manager
| 2
|
Divorced
| 30,623
| 581,837
| 3
|
Y
|
No
| 46
| 1
| 1
| 80
| 2
| 3
| 4
| 4
| 3
| 2
| 1
| 2
|
25
|
No
|
Non-Travel
| 284
|
Sales
| 49
| 3
|
Marketing
| 1
| 4,683
| 1
|
Female
| 173
| 1
| 3
|
Manager
| 3
|
Single
| 33,501
| 670,020
| 7
|
Y
|
No
| 9
| 2
| 2
| 80
| 3
| 22
| 2
| 3
| 2
| 2
| 1
| 1
|
25
|
Yes
|
Non-Travel
| 1,018
|
Software
| 6
| 3
|
Life Sciences
| 1
| 4,684
| 2
|
Female
| 69
| 1
| 4
|
Sales Representative
| 2
|
Married
| 8,345
| 41,725
| 5
|
Y
|
No
| 32
| 3
| 2
| 80
| 3
| 16
| 4
| 4
| 8
| 6
| 4
| 1
|
59
|
No
|
Non-Travel
| 1,499
|
Sales
| 31
| 4
|
Other
| 1
| 4,685
| 4
|
Male
| 55
| 4
| 5
|
Manager
| 1
|
Single
| 37,605
| 75,210
| 5
|
Y
|
Yes
| 8
| 1
| 3
| 80
| 2
| 29
| 6
| 4
| 14
| 2
| 4
| 6
|
59
|
No
|
Non-Travel
| 1,029
|
Support
| 36
| 3
|
Technical Degree
| 1
| 4,686
| 2
|
Male
| 146
| 4
| 1
|
Research Director
| 2
|
Divorced
| 39,540
| 474,480
| 8
|
Y
|
Yes
| 21
| 1
| 1
| 80
| 3
| 1
| 3
| 3
| 1
| 1
| 1
| 1
|
23
|
Yes
|
Non-Travel
| 397
|
Research & Development
| 10
| 4
|
Human Resources
| 1
| 4,687
| 3
|
Female
| 113
| 3
| 5
|
Sales Representative
| 1
|
Single
| 2,626
| 36,764
| 2
|
Y
|
Yes
| 43
| 2
| 3
| 80
| 2
| 23
| 4
| 4
| 15
| 12
| 4
| 12
|
33
|
No
|
Travel_Rarely
| 695
|
Sales
| 37
| 1
|
Technical Degree
| 1
| 4,688
| 1
|
Male
| 112
| 4
| 3
|
Healthcare Representative
| 4
|
Married
| 21,839
| 524,136
| 1
|
Y
|
Yes
| 7
| 1
| 2
| 80
| 2
| 16
| 6
| 1
| 1
| 1
| 1
| 1
|
22
|
Yes
|
Travel_Rarely
| 282
|
Sales
| 42
| 1
|
Marketing
| 1
| 4,689
| 1
|
Female
| 183
| 3
| 3
|
Healthcare Representative
| 3
|
Married
| 49,813
| 199,252
| 5
|
Y
|
No
| 38
| 4
| 3
| 80
| 4
| 24
| 2
| 2
| 11
| 7
| 11
| 2
|
28
|
No
|
Non-Travel
| 1,183
|
Research & Development
| 36
| 3
|
Technical Degree
| 1
| 4,690
| 3
|
Male
| 46
| 3
| 2
|
Developer
| 1
|
Married
| 10,089
| 70,623
| 0
|
Y
|
Yes
| 32
| 1
| 4
| 80
| 1
| 21
| 5
| 2
| 10
| 1
| 7
| 7
|
55
|
No
|
Travel_Rarely
| 1,465
|
Hardware
| 25
| 2
|
Marketing
| 1
| 4,691
| 3
|
Male
| 58
| 3
| 5
|
Healthcare Representative
| 1
|
Single
| 22,879
| 68,637
| 4
|
Y
|
No
| 3
| 3
| 2
| 80
| 2
| 20
| 5
| 1
| 1
| 1
| 1
| 1
|
24
|
No
|
Travel_Rarely
| 424
|
Support
| 2
| 5
|
Human Resources
| 1
| 4,692
| 1
|
Female
| 142
| 4
| 4
|
Manager
| 1
|
Single
| 32,248
| 451,472
| 8
|
Y
|
Yes
| 20
| 1
| 3
| 80
| 2
| 21
| 5
| 2
| 14
| 6
| 3
| 4
|
51
|
No
|
Travel_Rarely
| 683
|
Human Resources
| 17
| 5
|
Medical
| 1
| 4,693
| 1
|
Female
| 159
| 3
| 2
|
Research Scientist
| 1
|
Single
| 42,077
| 378,693
| 6
|
Y
|
Yes
| 7
| 3
| 3
| 80
| 4
| 9
| 5
| 2
| 5
| 2
| 5
| 4
|
25
|
Yes
|
Travel_Rarely
| 1,273
|
Support
| 17
| 2
|
Technical Degree
| 1
| 4,694
| 1
|
Male
| 103
| 2
| 3
|
Manufacturing Director
| 4
|
Single
| 1,568
| 1,568
| 5
|
Y
|
Yes
| 20
| 1
| 4
| 80
| 3
| 9
| 4
| 1
| 8
| 1
| 4
| 8
|
22
|
No
|
Travel_Frequently
| 1,122
|
Support
| 2
| 2
|
Other
| 1
| 4,695
| 2
|
Female
| 182
| 3
| 5
|
Research Director
| 4
|
Divorced
| 17,852
| 196,372
| 5
|
Y
|
No
| 38
| 1
| 1
| 80
| 2
| 29
| 6
| 3
| 21
| 11
| 20
| 14
|
41
|
No
|
Travel_Frequently
| 1,424
|
Support
| 37
| 3
|
Marketing
| 1
| 4,696
| 2
|
Male
| 42
| 1
| 3
|
Sales Representative
| 1
|
Divorced
| 17,253
| 258,795
| 2
|
Y
|
No
| 2
| 4
| 4
| 80
| 4
| 29
| 3
| 4
| 25
| 19
| 13
| 12
|
41
|
Yes
|
Travel_Frequently
| 288
|
Sales
| 49
| 2
|
Technical Degree
| 1
| 4,697
| 3
|
Male
| 43
| 2
| 3
|
Laboratory Technician
| 3
|
Single
| 9,989
| 149,835
| 1
|
Y
|
No
| 45
| 4
| 3
| 80
| 2
| 16
| 5
| 2
| 1
| 1
| 1
| 1
|
54
|
Yes
|
Non-Travel
| 751
|
Sales
| 48
| 1
|
Human Resources
| 1
| 4,698
| 2
|
Male
| 119
| 3
| 2
|
Healthcare Representative
| 2
|
Divorced
| 8,285
| 132,560
| 8
|
Y
|
No
| 12
| 2
| 2
| 80
| 3
| 32
| 5
| 1
| 22
| 11
| 20
| 3
|
21
|
No
|
Travel_Frequently
| 311
|
Human Resources
| 15
| 3
|
Marketing
| 1
| 4,699
| 3
|
Female
| 40
| 1
| 3
|
Manufacturing Director
| 3
|
Single
| 30,720
| 768,000
| 2
|
Y
|
No
| 33
| 2
| 4
| 80
| 4
| 37
| 6
| 3
| 11
| 1
| 7
| 7
|
22
|
No
|
Travel_Rarely
| 477
|
Sales
| 1
| 4
|
Medical
| 1
| 4,700
| 3
|
Female
| 147
| 1
| 5
|
Laboratory Technician
| 4
|
Divorced
| 37,594
| 112,782
| 5
|
Y
|
No
| 9
| 4
| 1
| 80
| 2
| 29
| 3
| 1
| 28
| 19
| 5
| 10
|
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