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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
52
|
Yes
|
Travel_Rarely
| 201
|
Support
| 12
| 5
|
Medical
| 1
| 4,701
| 4
|
Female
| 190
| 2
| 4
|
Manager
| 3
|
Married
| 2,703
| 37,842
| 4
|
Y
|
Yes
| 20
| 2
| 1
| 80
| 3
| 30
| 1
| 3
| 27
| 9
| 9
| 10
|
33
|
Yes
|
Non-Travel
| 1,106
|
Sales
| 49
| 3
|
Human Resources
| 1
| 4,702
| 2
|
Female
| 47
| 4
| 4
|
Sales Executive
| 4
|
Single
| 46,277
| 370,216
| 4
|
Y
|
No
| 45
| 3
| 1
| 80
| 2
| 4
| 6
| 2
| 4
| 3
| 1
| 2
|
21
|
No
|
Travel_Frequently
| 1,344
|
Support
| 22
| 5
|
Marketing
| 1
| 4,703
| 2
|
Female
| 158
| 4
| 4
|
Developer
| 3
|
Married
| 45,329
| 906,580
| 2
|
Y
|
Yes
| 17
| 2
| 4
| 80
| 1
| 40
| 3
| 4
| 9
| 2
| 7
| 8
|
55
|
No
|
Travel_Rarely
| 860
|
Software
| 42
| 5
|
Human Resources
| 1
| 4,704
| 2
|
Male
| 95
| 4
| 3
|
Manufacturing Director
| 4
|
Single
| 30,035
| 90,105
| 8
|
Y
|
Yes
| 7
| 1
| 1
| 80
| 3
| 10
| 5
| 2
| 7
| 3
| 5
| 4
|
48
|
Yes
|
Travel_Frequently
| 472
|
Human Resources
| 40
| 4
|
Human Resources
| 1
| 4,705
| 2
|
Female
| 43
| 2
| 2
|
Research Scientist
| 1
|
Married
| 25,281
| 429,777
| 4
|
Y
|
No
| 31
| 1
| 3
| 80
| 4
| 4
| 1
| 2
| 2
| 2
| 2
| 2
|
41
|
Yes
|
Travel_Frequently
| 850
|
Support
| 38
| 1
|
Marketing
| 1
| 4,706
| 4
|
Male
| 51
| 2
| 5
|
Healthcare Representative
| 1
|
Single
| 2,529
| 30,348
| 2
|
Y
|
No
| 1
| 3
| 4
| 80
| 3
| 28
| 5
| 3
| 22
| 12
| 6
| 8
|
20
|
No
|
Travel_Frequently
| 691
|
Support
| 11
| 4
|
Other
| 1
| 4,707
| 3
|
Female
| 68
| 3
| 1
|
Developer
| 3
|
Divorced
| 19,793
| 356,274
| 1
|
Y
|
No
| 34
| 4
| 1
| 80
| 1
| 11
| 4
| 1
| 7
| 6
| 4
| 4
|
37
|
No
|
Travel_Rarely
| 1,199
|
Software
| 11
| 1
|
Life Sciences
| 1
| 4,708
| 2
|
Male
| 103
| 1
| 4
|
Research Director
| 2
|
Married
| 12,836
| 102,688
| 6
|
Y
|
Yes
| 13
| 4
| 3
| 80
| 1
| 28
| 6
| 3
| 17
| 10
| 16
| 10
|
40
|
No
|
Travel_Frequently
| 1,476
|
Support
| 22
| 1
|
Marketing
| 1
| 4,709
| 3
|
Female
| 43
| 4
| 2
|
Manager
| 4
|
Married
| 3,539
| 102,631
| 7
|
Y
|
Yes
| 6
| 1
| 3
| 80
| 3
| 14
| 4
| 4
| 2
| 2
| 2
| 2
|
36
|
No
|
Non-Travel
| 666
|
Hardware
| 26
| 1
|
Life Sciences
| 1
| 4,710
| 3
|
Female
| 100
| 3
| 4
|
Sales Executive
| 3
|
Married
| 46,691
| 326,837
| 0
|
Y
|
Yes
| 10
| 1
| 4
| 80
| 1
| 25
| 5
| 1
| 4
| 3
| 1
| 4
|
41
|
Yes
|
Non-Travel
| 346
|
Sales
| 39
| 5
|
Marketing
| 1
| 4,711
| 4
|
Female
| 162
| 1
| 2
|
Sales Executive
| 4
|
Divorced
| 32,590
| 32,590
| 8
|
Y
|
Yes
| 29
| 3
| 2
| 80
| 1
| 34
| 2
| 2
| 13
| 9
| 12
| 5
|
33
|
No
|
Travel_Frequently
| 1,490
|
Software
| 50
| 5
|
Marketing
| 1
| 4,712
| 3
|
Male
| 66
| 4
| 4
|
Research Director
| 4
|
Single
| 3,716
| 55,740
| 6
|
Y
|
No
| 48
| 1
| 3
| 80
| 4
| 40
| 2
| 3
| 10
| 7
| 6
| 8
|
25
|
No
|
Non-Travel
| 1,436
|
Support
| 8
| 1
|
Marketing
| 1
| 4,713
| 3
|
Female
| 157
| 3
| 1
|
Research Director
| 2
|
Single
| 11,387
| 307,449
| 4
|
Y
|
Yes
| 19
| 1
| 1
| 80
| 1
| 23
| 1
| 2
| 7
| 6
| 3
| 6
|
39
|
No
|
Travel_Frequently
| 491
|
Human Resources
| 38
| 3
|
Marketing
| 1
| 4,714
| 2
|
Male
| 111
| 1
| 4
|
Sales Executive
| 2
|
Married
| 5,298
| 95,364
| 1
|
Y
|
Yes
| 9
| 4
| 1
| 80
| 2
| 12
| 1
| 2
| 7
| 3
| 4
| 3
|
55
|
Yes
|
Non-Travel
| 1,328
|
Human Resources
| 4
| 1
|
Human Resources
| 1
| 4,715
| 3
|
Female
| 155
| 4
| 5
|
Research Director
| 4
|
Single
| 41,149
| 987,576
| 5
|
Y
|
No
| 40
| 4
| 3
| 80
| 4
| 14
| 6
| 3
| 11
| 8
| 7
| 7
|
46
|
No
|
Travel_Rarely
| 1,061
|
Support
| 39
| 5
|
Other
| 1
| 4,716
| 4
|
Male
| 69
| 2
| 1
|
Human Resources
| 3
|
Single
| 50,331
| 1,308,606
| 7
|
Y
|
No
| 12
| 2
| 2
| 80
| 3
| 29
| 1
| 2
| 8
| 2
| 3
| 8
|
19
|
Yes
|
Travel_Frequently
| 1,311
|
Support
| 22
| 1
|
Life Sciences
| 1
| 4,717
| 3
|
Female
| 173
| 2
| 1
|
Research Director
| 3
|
Single
| 10,674
| 106,740
| 6
|
Y
|
No
| 17
| 3
| 4
| 80
| 3
| 9
| 1
| 4
| 6
| 1
| 2
| 5
|
46
|
Yes
|
Travel_Rarely
| 1,165
|
Hardware
| 37
| 1
|
Other
| 1
| 4,718
| 2
|
Female
| 142
| 2
| 4
|
Manager
| 3
|
Divorced
| 48,489
| 1,066,758
| 3
|
Y
|
Yes
| 15
| 4
| 3
| 80
| 3
| 32
| 5
| 1
| 14
| 11
| 10
| 3
|
39
|
Yes
|
Non-Travel
| 323
|
Hardware
| 9
| 4
|
Technical Degree
| 1
| 4,719
| 3
|
Male
| 166
| 4
| 2
|
Human Resources
| 1
|
Married
| 2,951
| 50,167
| 5
|
Y
|
No
| 12
| 4
| 3
| 80
| 4
| 30
| 5
| 1
| 27
| 11
| 10
| 13
|
54
|
Yes
|
Travel_Frequently
| 1,094
|
Human Resources
| 49
| 5
|
Life Sciences
| 1
| 4,720
| 1
|
Female
| 82
| 1
| 5
|
Manufacturing Director
| 1
|
Single
| 23,232
| 69,696
| 1
|
Y
|
No
| 5
| 2
| 3
| 80
| 1
| 15
| 4
| 2
| 15
| 9
| 15
| 14
|
58
|
No
|
Non-Travel
| 213
|
Support
| 50
| 2
|
Medical
| 1
| 4,721
| 3
|
Male
| 190
| 4
| 4
|
Sales Representative
| 4
|
Single
| 3,535
| 91,910
| 4
|
Y
|
No
| 11
| 1
| 4
| 80
| 3
| 28
| 5
| 4
| 25
| 12
| 18
| 23
|
20
|
No
|
Non-Travel
| 810
|
Hardware
| 14
| 2
|
Medical
| 1
| 4,722
| 2
|
Male
| 111
| 1
| 4
|
Laboratory Technician
| 3
|
Single
| 39,223
| 274,561
| 6
|
Y
|
Yes
| 18
| 4
| 2
| 80
| 4
| 13
| 5
| 4
| 11
| 4
| 6
| 11
|
53
|
Yes
|
Non-Travel
| 705
|
Human Resources
| 6
| 4
|
Human Resources
| 1
| 4,723
| 4
|
Male
| 125
| 4
| 2
|
Developer
| 3
|
Single
| 9,118
| 27,354
| 0
|
Y
|
No
| 13
| 1
| 2
| 80
| 2
| 25
| 1
| 4
| 13
| 9
| 10
| 2
|
55
|
Yes
|
Non-Travel
| 481
|
Sales
| 20
| 4
|
Life Sciences
| 1
| 4,724
| 3
|
Female
| 47
| 1
| 1
|
Research Scientist
| 4
|
Divorced
| 21,344
| 106,720
| 6
|
Y
|
Yes
| 29
| 4
| 4
| 80
| 4
| 5
| 2
| 2
| 5
| 3
| 1
| 1
|
41
|
Yes
|
Travel_Rarely
| 997
|
Human Resources
| 26
| 1
|
Marketing
| 1
| 4,725
| 2
|
Female
| 141
| 1
| 1
|
Research Scientist
| 1
|
Single
| 47,230
| 1,039,060
| 2
|
Y
|
Yes
| 27
| 2
| 3
| 80
| 4
| 7
| 4
| 4
| 1
| 1
| 1
| 1
|
33
|
Yes
|
Travel_Rarely
| 1,384
|
Sales
| 42
| 3
|
Life Sciences
| 1
| 4,726
| 2
|
Female
| 69
| 2
| 3
|
Sales Executive
| 3
|
Single
| 45,004
| 810,072
| 3
|
Y
|
No
| 21
| 4
| 2
| 80
| 4
| 40
| 2
| 4
| 11
| 11
| 7
| 10
|
58
|
No
|
Travel_Rarely
| 1,475
|
Sales
| 45
| 5
|
Life Sciences
| 1
| 4,727
| 1
|
Female
| 80
| 3
| 5
|
Developer
| 2
|
Single
| 30,509
| 274,581
| 6
|
Y
|
No
| 20
| 2
| 3
| 80
| 4
| 25
| 2
| 4
| 9
| 1
| 5
| 8
|
42
|
No
|
Non-Travel
| 451
|
Sales
| 40
| 2
|
Technical Degree
| 1
| 4,728
| 4
|
Female
| 174
| 3
| 3
|
Laboratory Technician
| 4
|
Married
| 39,926
| 359,334
| 2
|
Y
|
Yes
| 37
| 4
| 1
| 80
| 1
| 22
| 2
| 4
| 18
| 1
| 8
| 5
|
55
|
Yes
|
Travel_Frequently
| 775
|
Sales
| 42
| 1
|
Life Sciences
| 1
| 4,729
| 2
|
Male
| 34
| 2
| 3
|
Sales Executive
| 3
|
Divorced
| 31,488
| 220,416
| 7
|
Y
|
No
| 20
| 1
| 4
| 80
| 3
| 25
| 6
| 3
| 8
| 1
| 7
| 1
|
29
|
No
|
Travel_Frequently
| 160
|
Human Resources
| 37
| 2
|
Other
| 1
| 4,730
| 3
|
Female
| 176
| 1
| 2
|
Human Resources
| 3
|
Married
| 12,093
| 145,116
| 1
|
Y
|
No
| 9
| 3
| 4
| 80
| 4
| 30
| 5
| 1
| 20
| 4
| 19
| 11
|
18
|
No
|
Non-Travel
| 569
|
Support
| 29
| 1
|
Human Resources
| 1
| 4,731
| 2
|
Female
| 38
| 4
| 5
|
Healthcare Representative
| 3
|
Married
| 26,313
| 657,825
| 0
|
Y
|
No
| 14
| 1
| 1
| 80
| 2
| 37
| 6
| 3
| 16
| 16
| 12
| 9
|
27
|
Yes
|
Travel_Frequently
| 1,125
|
Sales
| 40
| 5
|
Life Sciences
| 1
| 4,732
| 4
|
Female
| 79
| 1
| 1
|
Human Resources
| 4
|
Married
| 1,046
| 4,184
| 0
|
Y
|
Yes
| 3
| 2
| 4
| 80
| 3
| 33
| 2
| 4
| 29
| 21
| 20
| 28
|
60
|
No
|
Travel_Rarely
| 1,409
|
Research & Development
| 14
| 2
|
Medical
| 1
| 4,733
| 3
|
Female
| 66
| 2
| 3
|
Healthcare Representative
| 4
|
Divorced
| 18,356
| 183,560
| 4
|
Y
|
Yes
| 3
| 2
| 1
| 80
| 2
| 6
| 4
| 4
| 1
| 1
| 1
| 1
|
28
|
No
|
Travel_Rarely
| 1,177
|
Support
| 42
| 5
|
Other
| 1
| 4,734
| 2
|
Female
| 42
| 1
| 3
|
Sales Executive
| 3
|
Married
| 2,229
| 26,748
| 6
|
Y
|
No
| 22
| 1
| 3
| 80
| 4
| 25
| 4
| 1
| 2
| 1
| 1
| 2
|
36
|
No
|
Travel_Rarely
| 1,313
|
Software
| 47
| 4
|
Medical
| 1
| 4,735
| 1
|
Male
| 182
| 4
| 4
|
Sales Executive
| 3
|
Married
| 15,142
| 333,124
| 3
|
Y
|
No
| 40
| 3
| 4
| 80
| 1
| 18
| 5
| 3
| 14
| 4
| 5
| 9
|
38
|
No
|
Non-Travel
| 1,237
|
Sales
| 10
| 2
|
Medical
| 1
| 4,736
| 4
|
Female
| 198
| 2
| 1
|
Sales Executive
| 3
|
Married
| 46,547
| 139,641
| 8
|
Y
|
Yes
| 5
| 1
| 4
| 80
| 2
| 2
| 4
| 3
| 1
| 1
| 1
| 1
|
28
|
No
|
Non-Travel
| 725
|
Sales
| 14
| 3
|
Human Resources
| 1
| 4,737
| 2
|
Male
| 97
| 4
| 1
|
Research Scientist
| 2
|
Divorced
| 44,537
| 668,055
| 4
|
Y
|
No
| 37
| 3
| 4
| 80
| 1
| 20
| 6
| 3
| 13
| 12
| 8
| 1
|
36
|
Yes
|
Travel_Rarely
| 421
|
Human Resources
| 11
| 3
|
Marketing
| 1
| 4,738
| 4
|
Female
| 146
| 1
| 1
|
Developer
| 2
|
Married
| 41,850
| 544,050
| 0
|
Y
|
Yes
| 37
| 4
| 2
| 80
| 4
| 8
| 3
| 3
| 3
| 3
| 3
| 1
|
50
|
Yes
|
Travel_Frequently
| 1,022
|
Sales
| 5
| 5
|
Life Sciences
| 1
| 4,739
| 4
|
Male
| 111
| 2
| 3
|
Research Director
| 3
|
Divorced
| 8,627
| 138,032
| 4
|
Y
|
Yes
| 29
| 3
| 4
| 80
| 3
| 32
| 5
| 2
| 1
| 1
| 1
| 1
|
36
|
No
|
Travel_Frequently
| 1,002
|
Software
| 9
| 2
|
Life Sciences
| 1
| 4,740
| 2
|
Male
| 155
| 2
| 2
|
Research Scientist
| 4
|
Single
| 43,515
| 87,030
| 3
|
Y
|
Yes
| 15
| 3
| 4
| 80
| 1
| 34
| 3
| 1
| 31
| 10
| 14
| 20
|
34
|
Yes
|
Travel_Frequently
| 904
|
Human Resources
| 10
| 1
|
Life Sciences
| 1
| 4,741
| 3
|
Female
| 196
| 3
| 2
|
Human Resources
| 3
|
Married
| 36,236
| 942,136
| 4
|
Y
|
No
| 32
| 3
| 4
| 80
| 4
| 32
| 1
| 4
| 8
| 2
| 4
| 2
|
60
|
Yes
|
Travel_Frequently
| 772
|
Sales
| 12
| 5
|
Marketing
| 1
| 4,742
| 2
|
Female
| 68
| 2
| 1
|
Laboratory Technician
| 4
|
Divorced
| 33,811
| 811,464
| 0
|
Y
|
No
| 24
| 3
| 4
| 80
| 1
| 18
| 5
| 3
| 9
| 5
| 1
| 6
|
38
|
No
|
Travel_Frequently
| 957
|
Human Resources
| 27
| 3
|
Marketing
| 1
| 4,743
| 2
|
Female
| 173
| 2
| 2
|
Human Resources
| 4
|
Married
| 7,509
| 82,599
| 4
|
Y
|
No
| 28
| 4
| 3
| 80
| 2
| 31
| 5
| 4
| 2
| 2
| 1
| 1
|
58
|
Yes
|
Travel_Frequently
| 1,125
|
Support
| 11
| 3
|
Medical
| 1
| 4,744
| 1
|
Female
| 86
| 1
| 1
|
Research Scientist
| 2
|
Married
| 2,250
| 27,000
| 5
|
Y
|
No
| 3
| 3
| 2
| 80
| 1
| 10
| 4
| 4
| 9
| 8
| 3
| 2
|
27
|
Yes
|
Travel_Frequently
| 401
|
Support
| 24
| 1
|
Medical
| 1
| 4,745
| 3
|
Male
| 193
| 4
| 3
|
Sales Executive
| 4
|
Single
| 36,505
| 584,080
| 1
|
Y
|
No
| 12
| 2
| 3
| 80
| 4
| 30
| 5
| 2
| 14
| 8
| 6
| 6
|
39
|
Yes
|
Travel_Frequently
| 692
|
Research & Development
| 45
| 4
|
Other
| 1
| 4,746
| 4
|
Female
| 170
| 1
| 1
|
Developer
| 2
|
Divorced
| 31,597
| 695,134
| 6
|
Y
|
Yes
| 2
| 1
| 1
| 80
| 1
| 23
| 4
| 2
| 13
| 12
| 5
| 6
|
27
|
Yes
|
Travel_Rarely
| 1,226
|
Research & Development
| 15
| 4
|
Life Sciences
| 1
| 4,747
| 4
|
Male
| 109
| 2
| 2
|
Laboratory Technician
| 1
|
Single
| 10,235
| 153,525
| 8
|
Y
|
Yes
| 49
| 2
| 2
| 80
| 3
| 2
| 1
| 1
| 2
| 1
| 2
| 1
|
32
|
No
|
Travel_Frequently
| 771
|
Sales
| 39
| 4
|
Life Sciences
| 1
| 4,748
| 3
|
Female
| 126
| 4
| 1
|
Research Director
| 1
|
Single
| 6,733
| 188,524
| 1
|
Y
|
No
| 10
| 2
| 1
| 80
| 3
| 31
| 4
| 4
| 4
| 2
| 1
| 2
|
33
|
Yes
|
Travel_Rarely
| 227
|
Software
| 1
| 4
|
Life Sciences
| 1
| 4,749
| 1
|
Female
| 142
| 4
| 1
|
Laboratory Technician
| 2
|
Divorced
| 45,084
| 270,504
| 2
|
Y
|
Yes
| 44
| 1
| 4
| 80
| 4
| 33
| 1
| 4
| 7
| 6
| 1
| 4
|
49
|
No
|
Travel_Rarely
| 1,467
|
Research & Development
| 17
| 2
|
Medical
| 1
| 4,750
| 4
|
Female
| 80
| 2
| 4
|
Healthcare Representative
| 1
|
Divorced
| 26,053
| 130,265
| 6
|
Y
|
Yes
| 18
| 2
| 4
| 80
| 1
| 12
| 1
| 4
| 11
| 11
| 7
| 7
|
24
|
No
|
Travel_Frequently
| 237
|
Sales
| 28
| 3
|
Human Resources
| 1
| 4,751
| 1
|
Male
| 122
| 1
| 5
|
Developer
| 3
|
Single
| 34,050
| 68,100
| 8
|
Y
|
Yes
| 25
| 4
| 4
| 80
| 1
| 3
| 4
| 1
| 2
| 1
| 2
| 1
|
23
|
No
|
Travel_Frequently
| 1,482
|
Software
| 33
| 4
|
Human Resources
| 1
| 4,752
| 2
|
Female
| 103
| 3
| 2
|
Human Resources
| 4
|
Divorced
| 7,597
| 151,940
| 5
|
Y
|
Yes
| 24
| 3
| 2
| 80
| 2
| 33
| 1
| 3
| 4
| 1
| 4
| 1
|
32
|
No
|
Travel_Frequently
| 776
|
Software
| 36
| 5
|
Human Resources
| 1
| 4,753
| 4
|
Female
| 135
| 1
| 1
|
Laboratory Technician
| 4
|
Divorced
| 20,747
| 41,494
| 3
|
Y
|
Yes
| 27
| 1
| 1
| 80
| 2
| 32
| 4
| 4
| 15
| 10
| 4
| 13
|
44
|
No
|
Travel_Rarely
| 795
|
Human Resources
| 33
| 1
|
Life Sciences
| 1
| 4,754
| 4
|
Female
| 116
| 1
| 2
|
Sales Representative
| 1
|
Married
| 44,591
| 1,248,548
| 4
|
Y
|
No
| 29
| 1
| 3
| 80
| 4
| 16
| 2
| 2
| 16
| 11
| 10
| 15
|
49
|
No
|
Non-Travel
| 103
|
Research & Development
| 13
| 4
|
Other
| 1
| 4,755
| 1
|
Male
| 124
| 3
| 4
|
Human Resources
| 1
|
Single
| 48,593
| 194,372
| 6
|
Y
|
Yes
| 35
| 1
| 1
| 80
| 4
| 10
| 1
| 1
| 2
| 2
| 2
| 1
|
31
|
Yes
|
Travel_Rarely
| 238
|
Sales
| 17
| 2
|
Human Resources
| 1
| 4,756
| 2
|
Male
| 136
| 2
| 5
|
Manufacturing Director
| 4
|
Married
| 27,591
| 55,182
| 1
|
Y
|
Yes
| 27
| 3
| 4
| 80
| 4
| 10
| 2
| 4
| 9
| 2
| 6
| 2
|
50
|
No
|
Travel_Rarely
| 404
|
Hardware
| 19
| 3
|
Other
| 1
| 4,757
| 1
|
Female
| 160
| 1
| 2
|
Sales Executive
| 3
|
Single
| 46,144
| 1,107,456
| 0
|
Y
|
No
| 42
| 3
| 4
| 80
| 2
| 24
| 1
| 2
| 21
| 14
| 20
| 1
|
41
|
No
|
Travel_Frequently
| 731
|
Human Resources
| 46
| 3
|
Medical
| 1
| 4,758
| 2
|
Male
| 198
| 3
| 4
|
Sales Representative
| 4
|
Single
| 12,916
| 361,648
| 0
|
Y
|
Yes
| 4
| 4
| 2
| 80
| 2
| 15
| 2
| 4
| 12
| 4
| 9
| 8
|
41
|
Yes
|
Travel_Rarely
| 1,193
|
Support
| 8
| 3
|
Life Sciences
| 1
| 4,759
| 3
|
Female
| 37
| 4
| 2
|
Research Director
| 4
|
Single
| 21,988
| 505,724
| 5
|
Y
|
No
| 35
| 4
| 4
| 80
| 3
| 15
| 3
| 3
| 10
| 7
| 1
| 7
|
40
|
No
|
Travel_Rarely
| 1,076
|
Sales
| 31
| 1
|
Marketing
| 1
| 4,760
| 1
|
Female
| 79
| 3
| 1
|
Manager
| 3
|
Married
| 29,555
| 325,105
| 7
|
Y
|
No
| 45
| 3
| 4
| 80
| 2
| 11
| 5
| 3
| 6
| 4
| 1
| 4
|
19
|
Yes
|
Travel_Frequently
| 1,358
|
Sales
| 41
| 5
|
Human Resources
| 1
| 4,761
| 3
|
Female
| 170
| 1
| 4
|
Sales Representative
| 4
|
Single
| 5,148
| 10,296
| 4
|
Y
|
Yes
| 20
| 1
| 1
| 80
| 1
| 15
| 6
| 1
| 14
| 14
| 2
| 3
|
48
|
No
|
Travel_Frequently
| 573
|
Support
| 24
| 5
|
Technical Degree
| 1
| 4,762
| 4
|
Male
| 162
| 1
| 5
|
Manufacturing Director
| 4
|
Single
| 29,243
| 614,103
| 3
|
Y
|
No
| 37
| 2
| 2
| 80
| 1
| 19
| 4
| 2
| 15
| 2
| 15
| 11
|
39
|
Yes
|
Travel_Frequently
| 1,236
|
Software
| 50
| 4
|
Human Resources
| 1
| 4,763
| 3
|
Female
| 144
| 4
| 2
|
Laboratory Technician
| 2
|
Single
| 29,439
| 529,902
| 7
|
Y
|
Yes
| 4
| 3
| 3
| 80
| 1
| 11
| 3
| 2
| 4
| 2
| 1
| 3
|
54
|
No
|
Travel_Frequently
| 454
|
Sales
| 31
| 2
|
Marketing
| 1
| 4,764
| 1
|
Male
| 195
| 2
| 2
|
Laboratory Technician
| 4
|
Divorced
| 46,884
| 703,260
| 6
|
Y
|
No
| 20
| 4
| 2
| 80
| 1
| 21
| 3
| 2
| 2
| 2
| 1
| 2
|
18
|
No
|
Travel_Frequently
| 648
|
Sales
| 10
| 3
|
Technical Degree
| 1
| 4,765
| 1
|
Male
| 35
| 1
| 3
|
Laboratory Technician
| 2
|
Divorced
| 22,694
| 68,082
| 8
|
Y
|
Yes
| 20
| 4
| 2
| 80
| 3
| 28
| 6
| 3
| 25
| 2
| 23
| 2
|
59
|
No
|
Travel_Frequently
| 1,306
|
Sales
| 29
| 4
|
Human Resources
| 1
| 4,766
| 3
|
Male
| 124
| 1
| 3
|
Developer
| 1
|
Divorced
| 1,015
| 6,090
| 1
|
Y
|
Yes
| 19
| 3
| 1
| 80
| 2
| 35
| 2
| 4
| 22
| 1
| 7
| 3
|
28
|
Yes
|
Non-Travel
| 373
|
Hardware
| 5
| 5
|
Marketing
| 1
| 4,767
| 4
|
Female
| 118
| 3
| 4
|
Human Resources
| 3
|
Single
| 24,324
| 510,804
| 8
|
Y
|
Yes
| 2
| 4
| 1
| 80
| 4
| 30
| 5
| 3
| 26
| 11
| 13
| 10
|
38
|
Yes
|
Travel_Frequently
| 970
|
Sales
| 45
| 1
|
Technical Degree
| 1
| 4,768
| 3
|
Female
| 179
| 2
| 5
|
Human Resources
| 3
|
Married
| 26,498
| 423,968
| 7
|
Y
|
No
| 42
| 1
| 4
| 80
| 1
| 18
| 5
| 2
| 4
| 3
| 3
| 3
|
24
|
No
|
Travel_Rarely
| 886
|
Human Resources
| 33
| 4
|
Marketing
| 1
| 4,769
| 2
|
Male
| 33
| 3
| 2
|
Manager
| 3
|
Married
| 17,126
| 239,764
| 4
|
Y
|
Yes
| 13
| 1
| 1
| 80
| 2
| 7
| 1
| 2
| 7
| 3
| 2
| 6
|
52
|
No
|
Travel_Rarely
| 591
|
Sales
| 1
| 1
|
Other
| 1
| 4,770
| 1
|
Male
| 199
| 4
| 3
|
Sales Representative
| 1
|
Married
| 44,123
| 1,235,444
| 5
|
Y
|
Yes
| 23
| 3
| 2
| 80
| 3
| 9
| 4
| 4
| 1
| 1
| 1
| 1
|
55
|
No
|
Travel_Frequently
| 963
|
Human Resources
| 50
| 2
|
Medical
| 1
| 4,771
| 3
|
Male
| 136
| 4
| 3
|
Developer
| 4
|
Divorced
| 21,790
| 196,110
| 5
|
Y
|
No
| 45
| 1
| 3
| 80
| 4
| 29
| 6
| 4
| 16
| 11
| 2
| 12
|
60
|
No
|
Travel_Rarely
| 219
|
Sales
| 45
| 3
|
Other
| 1
| 4,772
| 2
|
Male
| 88
| 1
| 1
|
Research Director
| 4
|
Single
| 34,314
| 549,024
| 2
|
Y
|
No
| 36
| 3
| 1
| 80
| 1
| 36
| 2
| 4
| 26
| 10
| 22
| 21
|
48
|
Yes
|
Non-Travel
| 455
|
Support
| 11
| 4
|
Marketing
| 1
| 4,773
| 3
|
Female
| 30
| 1
| 5
|
Laboratory Technician
| 2
|
Single
| 15,040
| 105,280
| 8
|
Y
|
Yes
| 43
| 1
| 4
| 80
| 4
| 10
| 5
| 3
| 3
| 2
| 3
| 3
|
39
|
Yes
|
Travel_Rarely
| 706
|
Sales
| 17
| 5
|
Medical
| 1
| 4,774
| 2
|
Female
| 90
| 1
| 1
|
Manager
| 1
|
Divorced
| 44,624
| 267,744
| 6
|
Y
|
No
| 7
| 1
| 1
| 80
| 2
| 16
| 5
| 3
| 15
| 14
| 8
| 2
|
53
|
No
|
Travel_Frequently
| 734
|
Hardware
| 22
| 4
|
Marketing
| 1
| 4,775
| 3
|
Female
| 164
| 1
| 4
|
Manager
| 2
|
Married
| 44,843
| 269,058
| 7
|
Y
|
Yes
| 33
| 1
| 2
| 80
| 1
| 29
| 3
| 2
| 28
| 14
| 20
| 28
|
43
|
No
|
Travel_Rarely
| 1,022
|
Hardware
| 31
| 4
|
Marketing
| 1
| 4,776
| 2
|
Female
| 131
| 1
| 2
|
Sales Executive
| 2
|
Divorced
| 23,208
| 139,248
| 0
|
Y
|
No
| 23
| 1
| 4
| 80
| 3
| 1
| 4
| 1
| 1
| 1
| 1
| 1
|
34
|
Yes
|
Travel_Rarely
| 839
|
Support
| 39
| 3
|
Medical
| 1
| 4,777
| 1
|
Male
| 60
| 2
| 5
|
Healthcare Representative
| 1
|
Divorced
| 28,628
| 343,536
| 3
|
Y
|
Yes
| 33
| 2
| 4
| 80
| 3
| 9
| 4
| 3
| 4
| 3
| 1
| 3
|
48
|
Yes
|
Non-Travel
| 1,438
|
Sales
| 1
| 2
|
Medical
| 1
| 4,778
| 1
|
Male
| 91
| 4
| 4
|
Manager
| 3
|
Married
| 32,958
| 593,244
| 2
|
Y
|
Yes
| 26
| 4
| 2
| 80
| 2
| 14
| 6
| 3
| 8
| 2
| 6
| 7
|
20
|
No
|
Travel_Rarely
| 286
|
Research & Development
| 33
| 1
|
Marketing
| 1
| 4,779
| 3
|
Male
| 135
| 4
| 5
|
Developer
| 1
|
Single
| 32,947
| 230,629
| 4
|
Y
|
No
| 0
| 1
| 1
| 80
| 2
| 19
| 3
| 4
| 1
| 1
| 1
| 1
|
54
|
Yes
|
Travel_Rarely
| 979
|
Human Resources
| 25
| 3
|
Technical Degree
| 1
| 4,780
| 4
|
Male
| 149
| 1
| 4
|
Manager
| 4
|
Married
| 13,490
| 107,920
| 1
|
Y
|
No
| 36
| 4
| 3
| 80
| 4
| 11
| 6
| 1
| 6
| 5
| 4
| 4
|
21
|
Yes
|
Non-Travel
| 304
|
Human Resources
| 28
| 3
|
Medical
| 1
| 4,781
| 2
|
Male
| 106
| 3
| 1
|
Manufacturing Director
| 4
|
Divorced
| 45,521
| 500,731
| 2
|
Y
|
No
| 20
| 4
| 1
| 80
| 3
| 23
| 6
| 1
| 16
| 10
| 9
| 6
|
22
|
No
|
Non-Travel
| 317
|
Research & Development
| 6
| 2
|
Technical Degree
| 1
| 4,782
| 3
|
Male
| 82
| 2
| 4
|
Developer
| 3
|
Single
| 20,670
| 537,420
| 5
|
Y
|
No
| 2
| 2
| 1
| 80
| 3
| 22
| 3
| 4
| 1
| 1
| 1
| 1
|
37
|
No
|
Non-Travel
| 1,146
|
Software
| 43
| 1
|
Marketing
| 1
| 4,783
| 1
|
Male
| 170
| 1
| 1
|
Healthcare Representative
| 1
|
Married
| 13,111
| 380,219
| 3
|
Y
|
Yes
| 22
| 1
| 3
| 80
| 2
| 36
| 1
| 1
| 34
| 8
| 2
| 29
|
35
|
Yes
|
Non-Travel
| 591
|
Research & Development
| 31
| 4
|
Technical Degree
| 1
| 4,784
| 4
|
Male
| 170
| 3
| 5
|
Research Director
| 2
|
Divorced
| 35,869
| 896,725
| 3
|
Y
|
Yes
| 0
| 4
| 3
| 80
| 4
| 39
| 4
| 3
| 14
| 14
| 4
| 8
|
55
|
No
|
Non-Travel
| 525
|
Human Resources
| 36
| 1
|
Other
| 1
| 4,785
| 2
|
Male
| 77
| 4
| 5
|
Research Scientist
| 3
|
Single
| 31,135
| 840,645
| 4
|
Y
|
No
| 40
| 3
| 2
| 80
| 1
| 19
| 6
| 3
| 5
| 1
| 5
| 1
|
35
|
Yes
|
Non-Travel
| 220
|
Hardware
| 46
| 2
|
Life Sciences
| 1
| 4,786
| 1
|
Female
| 99
| 3
| 2
|
Manufacturing Director
| 4
|
Divorced
| 49,628
| 1,339,956
| 7
|
Y
|
No
| 13
| 3
| 3
| 80
| 1
| 10
| 5
| 1
| 8
| 2
| 1
| 6
|
39
|
Yes
|
Travel_Rarely
| 1,365
|
Research & Development
| 45
| 4
|
Medical
| 1
| 4,787
| 1
|
Female
| 158
| 1
| 2
|
Sales Executive
| 4
|
Divorced
| 33,490
| 703,290
| 0
|
Y
|
Yes
| 36
| 3
| 2
| 80
| 1
| 7
| 2
| 1
| 6
| 4
| 1
| 4
|
24
|
No
|
Non-Travel
| 525
|
Human Resources
| 9
| 1
|
Marketing
| 1
| 4,788
| 2
|
Female
| 149
| 1
| 1
|
Manager
| 2
|
Married
| 36,926
| 36,926
| 6
|
Y
|
Yes
| 25
| 3
| 1
| 80
| 3
| 26
| 6
| 4
| 2
| 2
| 1
| 1
|
38
|
No
|
Travel_Frequently
| 962
|
Hardware
| 7
| 3
|
Marketing
| 1
| 4,789
| 2
|
Male
| 188
| 2
| 2
|
Research Scientist
| 3
|
Divorced
| 43,509
| 261,054
| 1
|
Y
|
No
| 31
| 3
| 2
| 80
| 3
| 25
| 2
| 2
| 7
| 3
| 5
| 2
|
46
|
No
|
Travel_Frequently
| 497
|
Support
| 10
| 5
|
Human Resources
| 1
| 4,790
| 1
|
Male
| 101
| 1
| 4
|
Manager
| 1
|
Single
| 3,740
| 18,700
| 3
|
Y
|
Yes
| 43
| 4
| 4
| 80
| 2
| 14
| 4
| 2
| 7
| 6
| 2
| 7
|
28
|
No
|
Travel_Frequently
| 1,282
|
Sales
| 15
| 4
|
Marketing
| 1
| 4,791
| 4
|
Female
| 66
| 1
| 5
|
Sales Representative
| 2
|
Divorced
| 9,474
| 198,954
| 1
|
Y
|
No
| 27
| 1
| 3
| 80
| 3
| 14
| 1
| 2
| 11
| 3
| 3
| 4
|
46
|
No
|
Travel_Frequently
| 629
|
Software
| 3
| 2
|
Other
| 1
| 4,792
| 4
|
Male
| 93
| 4
| 5
|
Manufacturing Director
| 1
|
Single
| 47,076
| 1,412,280
| 7
|
Y
|
No
| 12
| 1
| 3
| 80
| 2
| 5
| 1
| 1
| 5
| 5
| 4
| 5
|
44
|
Yes
|
Travel_Rarely
| 590
|
Research & Development
| 30
| 2
|
Technical Degree
| 1
| 4,793
| 3
|
Female
| 169
| 2
| 1
|
Human Resources
| 2
|
Divorced
| 10,656
| 85,248
| 3
|
Y
|
No
| 1
| 2
| 4
| 80
| 2
| 10
| 5
| 1
| 8
| 6
| 6
| 8
|
43
|
Yes
|
Travel_Rarely
| 1,071
|
Human Resources
| 14
| 4
|
Other
| 1
| 4,794
| 3
|
Female
| 113
| 4
| 3
|
Sales Executive
| 1
|
Married
| 33,172
| 33,172
| 5
|
Y
|
No
| 44
| 3
| 3
| 80
| 3
| 17
| 6
| 3
| 13
| 5
| 13
| 13
|
34
|
No
|
Travel_Frequently
| 1,218
|
Human Resources
| 26
| 1
|
Medical
| 1
| 4,795
| 3
|
Male
| 117
| 2
| 3
|
Human Resources
| 2
|
Single
| 32,283
| 645,660
| 8
|
Y
|
No
| 21
| 4
| 3
| 80
| 4
| 31
| 4
| 3
| 24
| 24
| 18
| 17
|
47
|
Yes
|
Travel_Frequently
| 698
|
Human Resources
| 40
| 4
|
Technical Degree
| 1
| 4,796
| 4
|
Female
| 62
| 1
| 5
|
Human Resources
| 3
|
Single
| 11,044
| 320,276
| 1
|
Y
|
No
| 22
| 2
| 2
| 80
| 4
| 21
| 6
| 2
| 19
| 10
| 18
| 15
|
58
|
Yes
|
Travel_Rarely
| 1,378
|
Sales
| 9
| 3
|
Other
| 1
| 4,797
| 1
|
Male
| 72
| 3
| 5
|
Research Scientist
| 4
|
Married
| 20,403
| 326,448
| 6
|
Y
|
No
| 49
| 3
| 3
| 80
| 4
| 18
| 6
| 1
| 16
| 10
| 13
| 14
|
39
|
No
|
Non-Travel
| 1,274
|
Software
| 39
| 3
|
Medical
| 1
| 4,798
| 4
|
Male
| 76
| 3
| 5
|
Laboratory Technician
| 3
|
Married
| 41,073
| 944,679
| 3
|
Y
|
No
| 8
| 4
| 3
| 80
| 3
| 33
| 6
| 2
| 18
| 7
| 18
| 16
|
54
|
Yes
|
Non-Travel
| 931
|
Software
| 19
| 1
|
Marketing
| 1
| 4,799
| 4
|
Female
| 152
| 4
| 2
|
Research Director
| 3
|
Single
| 40,061
| 600,915
| 2
|
Y
|
Yes
| 45
| 3
| 3
| 80
| 4
| 8
| 4
| 3
| 7
| 6
| 6
| 4
|
20
|
No
|
Travel_Rarely
| 188
|
Hardware
| 41
| 3
|
Medical
| 1
| 4,800
| 3
|
Female
| 32
| 3
| 2
|
Healthcare Representative
| 2
|
Married
| 30,827
| 739,848
| 5
|
Y
|
No
| 3
| 3
| 4
| 80
| 2
| 26
| 6
| 1
| 3
| 2
| 2
| 2
|
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