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 |
No
|
Travel_Frequently
| 1,104 |
Research & Development
| 13 | 4 |
Technical Degree
| 1 | 2,401 | 2 |
Male
| 169 | 2 | 2 |
Manufacturing Director
| 2 |
Divorced
| 34,202 | 991,858 | 3 |
Y
|
No
| 6 | 4 | 4 | 80 | 2 | 33 | 2 | 2 | 13 | 4 | 6 | 4 |
54 |
Yes
|
Travel_Rarely
| 212 |
Support
| 9 | 1 |
Other
| 1 | 2,402 | 4 |
Male
| 199 | 3 | 5 |
Healthcare Representative
| 4 |
Divorced
| 45,877 | 1,146,925 | 0 |
Y
|
No
| 28 | 2 | 1 | 80 | 1 | 18 | 1 | 1 | 16 | 4 | 6 | 5 |
53 |
No
|
Travel_Frequently
| 618 |
Research & Development
| 45 | 5 |
Human Resources
| 1 | 2,403 | 1 |
Female
| 75 | 4 | 4 |
Research Scientist
| 3 |
Single
| 46,848 | 421,632 | 0 |
Y
|
No
| 4 | 2 | 2 | 80 | 1 | 20 | 4 | 1 | 8 | 5 | 7 | 8 |
33 |
No
|
Travel_Rarely
| 1,357 |
Human Resources
| 25 | 4 |
Other
| 1 | 2,404 | 4 |
Female
| 50 | 3 | 5 |
Research Scientist
| 1 |
Divorced
| 35,816 | 823,768 | 4 |
Y
|
No
| 15 | 4 | 1 | 80 | 4 | 33 | 6 | 3 | 15 | 8 | 6 | 3 |
21 |
No
|
Travel_Rarely
| 328 |
Human Resources
| 49 | 3 |
Medical
| 1 | 2,405 | 1 |
Male
| 64 | 2 | 2 |
Sales Representative
| 2 |
Divorced
| 3,268 | 65,360 | 4 |
Y
|
Yes
| 37 | 1 | 3 | 80 | 3 | 38 | 1 | 4 | 17 | 7 | 8 | 8 |
50 |
Yes
|
Travel_Frequently
| 1,453 |
Research & Development
| 30 | 4 |
Life Sciences
| 1 | 2,406 | 1 |
Female
| 135 | 3 | 1 |
Sales Executive
| 4 |
Single
| 29,041 | 58,082 | 3 |
Y
|
Yes
| 46 | 4 | 1 | 80 | 1 | 6 | 3 | 1 | 5 | 4 | 2 | 2 |
49 |
Yes
|
Travel_Rarely
| 455 |
Software
| 7 | 5 |
Marketing
| 1 | 2,407 | 3 |
Female
| 122 | 4 | 5 |
Human Resources
| 1 |
Divorced
| 1,331 | 39,930 | 7 |
Y
|
Yes
| 25 | 1 | 4 | 80 | 1 | 10 | 4 | 2 | 6 | 5 | 4 | 4 |
37 |
No
|
Travel_Frequently
| 1,369 |
Software
| 50 | 2 |
Marketing
| 1 | 2,408 | 2 |
Male
| 94 | 3 | 3 |
Sales Representative
| 1 |
Divorced
| 27,905 | 558,100 | 2 |
Y
|
Yes
| 48 | 1 | 2 | 80 | 4 | 29 | 3 | 1 | 14 | 11 | 14 | 12 |
18 |
No
|
Non-Travel
| 921 |
Support
| 13 | 4 |
Life Sciences
| 1 | 2,409 | 1 |
Female
| 167 | 4 | 1 |
Human Resources
| 3 |
Single
| 27,900 | 306,900 | 6 |
Y
|
Yes
| 9 | 2 | 1 | 80 | 1 | 26 | 6 | 1 | 11 | 2 | 3 | 2 |
30 |
No
|
Travel_Frequently
| 1,199 |
Support
| 42 | 5 |
Human Resources
| 1 | 2,410 | 2 |
Male
| 87 | 3 | 4 |
Manager
| 4 |
Single
| 9,657 | 251,082 | 7 |
Y
|
No
| 27 | 3 | 4 | 80 | 4 | 35 | 2 | 2 | 20 | 17 | 16 | 13 |
53 |
Yes
|
Travel_Frequently
| 485 |
Software
| 41 | 4 |
Life Sciences
| 1 | 2,411 | 1 |
Male
| 137 | 1 | 2 |
Manufacturing Director
| 1 |
Single
| 32,242 | 161,210 | 0 |
Y
|
No
| 47 | 3 | 2 | 80 | 2 | 26 | 2 | 2 | 6 | 2 | 2 | 3 |
31 |
Yes
|
Travel_Frequently
| 338 |
Support
| 21 | 1 |
Medical
| 1 | 2,412 | 4 |
Male
| 183 | 2 | 1 |
Research Scientist
| 1 |
Married
| 7,173 | 179,325 | 6 |
Y
|
No
| 7 | 2 | 3 | 80 | 3 | 10 | 3 | 4 | 8 | 7 | 2 | 4 |
54 |
No
|
Non-Travel
| 1,303 |
Human Resources
| 15 | 2 |
Human Resources
| 1 | 2,413 | 4 |
Female
| 84 | 2 | 3 |
Sales Representative
| 1 |
Single
| 41,824 | 836,480 | 0 |
Y
|
No
| 43 | 2 | 4 | 80 | 4 | 34 | 5 | 2 | 28 | 19 | 25 | 24 |
39 |
No
|
Travel_Rarely
| 199 |
Hardware
| 29 | 1 |
Life Sciences
| 1 | 2,414 | 2 |
Male
| 61 | 4 | 1 |
Manager
| 3 |
Divorced
| 17,239 | 448,214 | 2 |
Y
|
Yes
| 0 | 2 | 3 | 80 | 1 | 36 | 2 | 2 | 17 | 6 | 17 | 9 |
41 |
No
|
Travel_Frequently
| 1,162 |
Sales
| 11 | 1 |
Life Sciences
| 1 | 2,415 | 2 |
Male
| 140 | 1 | 4 |
Human Resources
| 4 |
Single
| 43,934 | 922,614 | 4 |
Y
|
Yes
| 10 | 3 | 1 | 80 | 2 | 25 | 1 | 3 | 21 | 15 | 2 | 5 |
22 |
No
|
Non-Travel
| 1,459 |
Software
| 6 | 2 |
Other
| 1 | 2,416 | 1 |
Female
| 151 | 3 | 5 |
Sales Executive
| 1 |
Single
| 28,549 | 770,823 | 2 |
Y
|
No
| 27 | 2 | 1 | 80 | 1 | 28 | 2 | 2 | 3 | 2 | 1 | 2 |
57 |
No
|
Travel_Rarely
| 850 |
Software
| 25 | 1 |
Marketing
| 1 | 2,417 | 3 |
Female
| 76 | 4 | 2 |
Research Director
| 2 |
Married
| 19,048 | 514,296 | 5 |
Y
|
Yes
| 21 | 4 | 2 | 80 | 4 | 17 | 1 | 3 | 2 | 2 | 1 | 1 |
49 |
No
|
Non-Travel
| 695 |
Human Resources
| 4 | 2 |
Medical
| 1 | 2,418 | 2 |
Female
| 90 | 1 | 4 |
Developer
| 1 |
Married
| 24,124 | 120,620 | 7 |
Y
|
No
| 10 | 2 | 2 | 80 | 1 | 25 | 3 | 2 | 18 | 9 | 4 | 3 |
25 |
Yes
|
Travel_Rarely
| 1,217 |
Human Resources
| 28 | 4 |
Other
| 1 | 2,419 | 1 |
Male
| 138 | 1 | 2 |
Research Scientist
| 4 |
Married
| 24,405 | 366,075 | 7 |
Y
|
Yes
| 29 | 3 | 4 | 80 | 1 | 29 | 4 | 3 | 15 | 15 | 10 | 11 |
38 |
No
|
Non-Travel
| 1,437 |
Support
| 42 | 1 |
Medical
| 1 | 2,420 | 4 |
Male
| 141 | 4 | 5 |
Laboratory Technician
| 2 |
Divorced
| 25,330 | 607,920 | 1 |
Y
|
No
| 43 | 1 | 2 | 80 | 2 | 33 | 3 | 2 | 21 | 19 | 13 | 11 |
28 |
No
|
Travel_Rarely
| 1,276 |
Support
| 11 | 1 |
Human Resources
| 1 | 2,421 | 2 |
Male
| 63 | 2 | 1 |
Research Director
| 4 |
Married
| 38,707 | 1,083,796 | 4 |
Y
|
No
| 40 | 2 | 1 | 80 | 3 | 37 | 3 | 3 | 10 | 9 | 10 | 9 |
54 |
No
|
Non-Travel
| 352 |
Software
| 12 | 2 |
Life Sciences
| 1 | 2,422 | 1 |
Male
| 172 | 4 | 4 |
Laboratory Technician
| 2 |
Married
| 7,187 | 136,553 | 8 |
Y
|
No
| 23 | 4 | 4 | 80 | 4 | 13 | 4 | 2 | 13 | 1 | 10 | 12 |
52 |
No
|
Travel_Frequently
| 614 |
Support
| 1 | 3 |
Life Sciences
| 1 | 2,423 | 2 |
Female
| 82 | 4 | 4 |
Research Scientist
| 1 |
Single
| 41,390 | 910,580 | 2 |
Y
|
No
| 29 | 1 | 2 | 80 | 3 | 18 | 3 | 4 | 6 | 6 | 2 | 5 |
59 |
Yes
|
Travel_Frequently
| 711 |
Research & Development
| 12 | 2 |
Human Resources
| 1 | 2,424 | 2 |
Male
| 52 | 1 | 3 |
Sales Representative
| 2 |
Divorced
| 27,152 | 597,344 | 1 |
Y
|
No
| 43 | 2 | 3 | 80 | 4 | 39 | 1 | 4 | 28 | 1 | 2 | 16 |
31 |
No
|
Non-Travel
| 1,359 |
Hardware
| 50 | 3 |
Life Sciences
| 1 | 2,425 | 1 |
Female
| 44 | 4 | 4 |
Research Scientist
| 4 |
Single
| 12,406 | 310,150 | 6 |
Y
|
Yes
| 27 | 2 | 1 | 80 | 3 | 33 | 2 | 4 | 33 | 24 | 22 | 12 |
50 |
Yes
|
Travel_Frequently
| 559 |
Hardware
| 42 | 4 |
Human Resources
| 1 | 2,426 | 1 |
Male
| 74 | 1 | 1 |
Human Resources
| 1 |
Married
| 22,067 | 198,603 | 8 |
Y
|
No
| 33 | 1 | 2 | 80 | 4 | 6 | 4 | 3 | 1 | 1 | 1 | 1 |
37 |
Yes
|
Non-Travel
| 1,055 |
Hardware
| 43 | 1 |
Human Resources
| 1 | 2,427 | 3 |
Female
| 53 | 3 | 5 |
Research Director
| 3 |
Married
| 50,951 | 254,755 | 5 |
Y
|
No
| 37 | 4 | 4 | 80 | 3 | 40 | 1 | 2 | 20 | 13 | 4 | 19 |
42 |
Yes
|
Travel_Rarely
| 1,418 |
Support
| 49 | 3 |
Life Sciences
| 1 | 2,428 | 3 |
Female
| 48 | 4 | 2 |
Laboratory Technician
| 1 |
Divorced
| 40,457 | 202,285 | 6 |
Y
|
Yes
| 36 | 1 | 4 | 80 | 1 | 40 | 4 | 4 | 4 | 1 | 2 | 2 |
45 |
No
|
Non-Travel
| 420 |
Support
| 42 | 2 |
Marketing
| 1 | 2,429 | 4 |
Male
| 33 | 2 | 4 |
Healthcare Representative
| 4 |
Single
| 24,067 | 120,335 | 2 |
Y
|
No
| 19 | 4 | 1 | 80 | 1 | 25 | 6 | 4 | 20 | 12 | 10 | 10 |
19 |
No
|
Travel_Frequently
| 1,065 |
Sales
| 8 | 2 |
Other
| 1 | 2,430 | 2 |
Female
| 34 | 1 | 4 |
Manufacturing Director
| 3 |
Married
| 39,876 | 478,512 | 8 |
Y
|
Yes
| 37 | 3 | 1 | 80 | 3 | 12 | 2 | 3 | 3 | 2 | 3 | 3 |
40 |
Yes
|
Non-Travel
| 1,226 |
Research & Development
| 2 | 5 |
Other
| 1 | 2,431 | 2 |
Female
| 139 | 2 | 2 |
Developer
| 1 |
Divorced
| 18,576 | 55,728 | 4 |
Y
|
Yes
| 47 | 1 | 4 | 80 | 1 | 8 | 4 | 4 | 4 | 2 | 4 | 4 |
42 |
Yes
|
Non-Travel
| 102 |
Software
| 34 | 4 |
Human Resources
| 1 | 2,432 | 1 |
Female
| 81 | 2 | 2 |
Manufacturing Director
| 2 |
Married
| 41,463 | 663,408 | 1 |
Y
|
No
| 34 | 4 | 3 | 80 | 2 | 25 | 3 | 4 | 14 | 3 | 5 | 3 |
59 |
No
|
Non-Travel
| 752 |
Human Resources
| 43 | 1 |
Technical Degree
| 1 | 2,433 | 1 |
Male
| 52 | 3 | 2 |
Healthcare Representative
| 3 |
Married
| 32,267 | 161,335 | 4 |
Y
|
No
| 46 | 2 | 2 | 80 | 3 | 20 | 3 | 1 | 13 | 1 | 4 | 2 |
21 |
No
|
Non-Travel
| 568 |
Software
| 34 | 2 |
Marketing
| 1 | 2,434 | 3 |
Male
| 136 | 4 | 4 |
Sales Representative
| 4 |
Single
| 46,429 | 232,145 | 6 |
Y
|
Yes
| 24 | 1 | 2 | 80 | 2 | 25 | 4 | 1 | 7 | 7 | 6 | 3 |
39 |
Yes
|
Travel_Rarely
| 804 |
Software
| 43 | 5 |
Medical
| 1 | 2,435 | 2 |
Female
| 183 | 3 | 4 |
Healthcare Representative
| 1 |
Divorced
| 2,772 | 19,404 | 4 |
Y
|
Yes
| 33 | 4 | 1 | 80 | 2 | 22 | 2 | 2 | 3 | 3 | 1 | 3 |
51 |
No
|
Travel_Rarely
| 391 |
Support
| 27 | 4 |
Technical Degree
| 1 | 2,436 | 2 |
Female
| 150 | 1 | 5 |
Human Resources
| 4 |
Divorced
| 31,632 | 632,640 | 7 |
Y
|
No
| 43 | 1 | 1 | 80 | 3 | 9 | 4 | 4 | 3 | 3 | 1 | 1 |
41 |
Yes
|
Travel_Frequently
| 596 |
Sales
| 6 | 3 |
Marketing
| 1 | 2,437 | 2 |
Female
| 157 | 1 | 2 |
Laboratory Technician
| 1 |
Single
| 35,087 | 666,653 | 0 |
Y
|
Yes
| 42 | 4 | 1 | 80 | 1 | 2 | 4 | 4 | 2 | 1 | 1 | 2 |
26 |
Yes
|
Non-Travel
| 462 |
Sales
| 14 | 4 |
Other
| 1 | 2,438 | 1 |
Female
| 79 | 2 | 2 |
Developer
| 2 |
Married
| 3,953 | 43,483 | 0 |
Y
|
Yes
| 21 | 4 | 2 | 80 | 1 | 7 | 6 | 2 | 3 | 1 | 1 | 1 |
51 |
No
|
Non-Travel
| 614 |
Sales
| 50 | 1 |
Technical Degree
| 1 | 2,439 | 2 |
Female
| 98 | 4 | 1 |
Research Scientist
| 2 |
Single
| 1,153 | 28,825 | 7 |
Y
|
Yes
| 41 | 2 | 1 | 80 | 4 | 34 | 1 | 1 | 24 | 5 | 18 | 12 |
50 |
Yes
|
Non-Travel
| 804 |
Research & Development
| 47 | 4 |
Human Resources
| 1 | 2,440 | 3 |
Female
| 82 | 3 | 2 |
Human Resources
| 4 |
Married
| 5,638 | 140,950 | 3 |
Y
|
Yes
| 18 | 3 | 4 | 80 | 1 | 19 | 1 | 4 | 3 | 2 | 2 | 1 |
42 |
Yes
|
Travel_Rarely
| 1,470 |
Human Resources
| 38 | 1 |
Marketing
| 1 | 2,441 | 2 |
Male
| 170 | 4 | 5 |
Research Scientist
| 4 |
Single
| 47,453 | 474,530 | 3 |
Y
|
No
| 2 | 4 | 3 | 80 | 2 | 16 | 5 | 2 | 3 | 1 | 1 | 3 |
26 |
No
|
Travel_Frequently
| 521 |
Hardware
| 16 | 1 |
Human Resources
| 1 | 2,442 | 1 |
Female
| 172 | 2 | 2 |
Manager
| 3 |
Single
| 25,312 | 480,928 | 4 |
Y
|
Yes
| 9 | 3 | 4 | 80 | 2 | 15 | 2 | 2 | 9 | 3 | 2 | 8 |
59 |
No
|
Non-Travel
| 326 |
Software
| 34 | 2 |
Technical Degree
| 1 | 2,443 | 2 |
Male
| 39 | 3 | 5 |
Developer
| 2 |
Single
| 9,043 | 108,516 | 7 |
Y
|
Yes
| 30 | 2 | 2 | 80 | 3 | 28 | 3 | 1 | 14 | 2 | 4 | 1 |
37 |
No
|
Travel_Frequently
| 1,117 |
Software
| 14 | 1 |
Other
| 1 | 2,444 | 4 |
Male
| 44 | 2 | 4 |
Sales Executive
| 3 |
Single
| 31,838 | 795,950 | 3 |
Y
|
No
| 34 | 3 | 3 | 80 | 4 | 25 | 6 | 1 | 20 | 8 | 13 | 4 |
23 |
Yes
|
Non-Travel
| 446 |
Software
| 17 | 2 |
Life Sciences
| 1 | 2,445 | 4 |
Female
| 133 | 2 | 3 |
Manager
| 3 |
Single
| 40,980 | 819,600 | 3 |
Y
|
Yes
| 15 | 2 | 4 | 80 | 4 | 17 | 6 | 1 | 16 | 13 | 7 | 8 |
18 |
Yes
|
Travel_Rarely
| 543 |
Sales
| 22 | 3 |
Marketing
| 1 | 2,446 | 3 |
Male
| 157 | 4 | 3 |
Manufacturing Director
| 1 |
Married
| 10,722 | 117,942 | 3 |
Y
|
No
| 42 | 2 | 1 | 80 | 2 | 7 | 2 | 1 | 2 | 1 | 2 | 2 |
23 |
Yes
|
Non-Travel
| 712 |
Human Resources
| 14 | 5 |
Life Sciences
| 1 | 2,447 | 4 |
Female
| 115 | 1 | 2 |
Research Scientist
| 1 |
Married
| 40,561 | 324,488 | 5 |
Y
|
Yes
| 30 | 2 | 4 | 80 | 3 | 18 | 3 | 1 | 17 | 8 | 10 | 13 |
24 |
No
|
Non-Travel
| 685 |
Software
| 16 | 3 |
Human Resources
| 1 | 2,448 | 1 |
Female
| 66 | 1 | 5 |
Manufacturing Director
| 3 |
Single
| 45,238 | 723,808 | 4 |
Y
|
No
| 14 | 3 | 1 | 80 | 3 | 29 | 6 | 4 | 1 | 1 | 1 | 1 |
23 |
Yes
|
Non-Travel
| 983 |
Hardware
| 23 | 1 |
Life Sciences
| 1 | 2,449 | 3 |
Female
| 127 | 2 | 2 |
Sales Representative
| 4 |
Divorced
| 46,318 | 648,452 | 2 |
Y
|
Yes
| 1 | 4 | 1 | 80 | 3 | 16 | 2 | 3 | 12 | 3 | 11 | 2 |
51 |
Yes
|
Travel_Frequently
| 940 |
Hardware
| 6 | 5 |
Human Resources
| 1 | 2,450 | 4 |
Male
| 130 | 2 | 2 |
Research Director
| 3 |
Single
| 46,972 | 1,127,328 | 7 |
Y
|
No
| 37 | 4 | 3 | 80 | 2 | 19 | 4 | 1 | 3 | 1 | 2 | 1 |
47 |
Yes
|
Travel_Frequently
| 644 |
Research & Development
| 45 | 1 |
Medical
| 1 | 2,451 | 1 |
Male
| 140 | 4 | 5 |
Sales Representative
| 2 |
Divorced
| 12,220 | 232,180 | 2 |
Y
|
No
| 17 | 4 | 2 | 80 | 1 | 20 | 1 | 2 | 6 | 4 | 2 | 2 |
38 |
Yes
|
Travel_Rarely
| 1,300 |
Software
| 22 | 3 |
Medical
| 1 | 2,452 | 1 |
Female
| 130 | 4 | 3 |
Manufacturing Director
| 4 |
Married
| 2,964 | 38,532 | 3 |
Y
|
No
| 23 | 1 | 1 | 80 | 4 | 13 | 3 | 1 | 7 | 6 | 6 | 2 |
47 |
No
|
Travel_Frequently
| 297 |
Support
| 30 | 5 |
Medical
| 1 | 2,453 | 1 |
Male
| 129 | 3 | 4 |
Research Scientist
| 4 |
Divorced
| 17,993 | 89,965 | 7 |
Y
|
No
| 15 | 1 | 2 | 80 | 4 | 27 | 1 | 3 | 26 | 22 | 23 | 14 |
19 |
Yes
|
Travel_Rarely
| 879 |
Human Resources
| 45 | 3 |
Medical
| 1 | 2,454 | 3 |
Female
| 129 | 2 | 4 |
Research Scientist
| 4 |
Divorced
| 19,142 | 191,420 | 5 |
Y
|
No
| 24 | 4 | 4 | 80 | 4 | 1 | 4 | 4 | 1 | 1 | 1 | 1 |
23 |
No
|
Travel_Rarely
| 1,457 |
Research & Development
| 25 | 2 |
Other
| 1 | 2,455 | 3 |
Male
| 110 | 4 | 5 |
Sales Representative
| 3 |
Single
| 39,020 | 936,480 | 1 |
Y
|
No
| 43 | 4 | 2 | 80 | 2 | 21 | 4 | 2 | 20 | 5 | 7 | 5 |
51 |
No
|
Travel_Frequently
| 612 |
Support
| 21 | 1 |
Technical Degree
| 1 | 2,456 | 3 |
Female
| 119 | 1 | 3 |
Healthcare Representative
| 3 |
Divorced
| 2,230 | 44,600 | 0 |
Y
|
No
| 22 | 4 | 2 | 80 | 3 | 14 | 4 | 3 | 13 | 4 | 12 | 8 |
44 |
Yes
|
Travel_Rarely
| 899 |
Support
| 13 | 2 |
Technical Degree
| 1 | 2,457 | 2 |
Male
| 84 | 1 | 4 |
Developer
| 1 |
Married
| 11,750 | 47,000 | 8 |
Y
|
Yes
| 8 | 2 | 3 | 80 | 3 | 31 | 5 | 1 | 31 | 11 | 25 | 22 |
26 |
No
|
Non-Travel
| 969 |
Sales
| 28 | 3 |
Other
| 1 | 2,458 | 4 |
Female
| 106 | 1 | 2 |
Developer
| 2 |
Single
| 34,822 | 905,372 | 2 |
Y
|
Yes
| 5 | 1 | 4 | 80 | 2 | 9 | 2 | 1 | 6 | 1 | 1 | 2 |
32 |
No
|
Travel_Rarely
| 439 |
Sales
| 2 | 2 |
Technical Degree
| 1 | 2,459 | 1 |
Female
| 44 | 3 | 2 |
Human Resources
| 4 |
Single
| 43,041 | 817,779 | 2 |
Y
|
Yes
| 34 | 4 | 3 | 80 | 4 | 12 | 4 | 3 | 7 | 6 | 4 | 2 |
52 |
Yes
|
Non-Travel
| 1,292 |
Software
| 14 | 2 |
Life Sciences
| 1 | 2,460 | 1 |
Male
| 159 | 4 | 2 |
Healthcare Representative
| 1 |
Married
| 10,806 | 10,806 | 7 |
Y
|
No
| 39 | 2 | 4 | 80 | 3 | 4 | 4 | 2 | 4 | 2 | 3 | 2 |
26 |
Yes
|
Non-Travel
| 1,463 |
Support
| 16 | 4 |
Other
| 1 | 2,461 | 3 |
Male
| 189 | 3 | 4 |
Research Director
| 4 |
Divorced
| 24,400 | 146,400 | 0 |
Y
|
Yes
| 11 | 3 | 1 | 80 | 3 | 31 | 3 | 1 | 31 | 22 | 31 | 20 |
31 |
Yes
|
Travel_Rarely
| 709 |
Sales
| 39 | 4 |
Human Resources
| 1 | 2,462 | 2 |
Female
| 125 | 1 | 1 |
Human Resources
| 3 |
Divorced
| 10,830 | 281,580 | 2 |
Y
|
No
| 29 | 3 | 4 | 80 | 3 | 18 | 2 | 2 | 10 | 10 | 6 | 3 |
56 |
No
|
Travel_Rarely
| 1,497 |
Hardware
| 49 | 5 |
Marketing
| 1 | 2,463 | 4 |
Male
| 200 | 4 | 4 |
Human Resources
| 3 |
Married
| 24,535 | 196,280 | 4 |
Y
|
No
| 48 | 1 | 2 | 80 | 4 | 24 | 2 | 4 | 21 | 11 | 20 | 1 |
38 |
No
|
Non-Travel
| 948 |
Human Resources
| 27 | 1 |
Marketing
| 1 | 2,464 | 3 |
Female
| 148 | 3 | 4 |
Healthcare Representative
| 2 |
Married
| 9,989 | 199,780 | 8 |
Y
|
Yes
| 45 | 2 | 1 | 80 | 4 | 29 | 4 | 1 | 15 | 1 | 8 | 7 |
31 |
Yes
|
Travel_Rarely
| 659 |
Sales
| 31 | 2 |
Technical Degree
| 1 | 2,465 | 2 |
Male
| 31 | 3 | 4 |
Research Scientist
| 1 |
Divorced
| 46,164 | 923,280 | 0 |
Y
|
Yes
| 18 | 1 | 4 | 80 | 1 | 28 | 1 | 2 | 23 | 21 | 18 | 11 |
19 |
No
|
Travel_Rarely
| 473 |
Support
| 39 | 5 |
Human Resources
| 1 | 2,466 | 4 |
Female
| 76 | 3 | 2 |
Manufacturing Director
| 3 |
Divorced
| 22,432 | 179,456 | 5 |
Y
|
Yes
| 31 | 2 | 2 | 80 | 1 | 22 | 2 | 3 | 15 | 10 | 7 | 13 |
53 |
Yes
|
Travel_Rarely
| 951 |
Hardware
| 3 | 2 |
Marketing
| 1 | 2,467 | 4 |
Female
| 147 | 1 | 2 |
Healthcare Representative
| 1 |
Married
| 45,524 | 273,144 | 8 |
Y
|
No
| 46 | 3 | 2 | 80 | 1 | 10 | 1 | 3 | 7 | 4 | 3 | 2 |
18 |
No
|
Travel_Rarely
| 591 |
Research & Development
| 29 | 1 |
Technical Degree
| 1 | 2,468 | 4 |
Male
| 175 | 1 | 3 |
Developer
| 2 |
Single
| 50,068 | 700,952 | 6 |
Y
|
Yes
| 3 | 4 | 2 | 80 | 4 | 30 | 1 | 2 | 9 | 2 | 7 | 8 |
48 |
Yes
|
Non-Travel
| 1,337 |
Sales
| 40 | 1 |
Human Resources
| 1 | 2,469 | 1 |
Male
| 146 | 4 | 1 |
Research Scientist
| 1 |
Divorced
| 25,511 | 255,110 | 5 |
Y
|
No
| 44 | 1 | 2 | 80 | 1 | 17 | 3 | 1 | 8 | 4 | 1 | 5 |
54 |
Yes
|
Non-Travel
| 1,050 |
Software
| 29 | 1 |
Technical Degree
| 1 | 2,470 | 3 |
Female
| 121 | 4 | 2 |
Research Scientist
| 4 |
Married
| 15,059 | 331,298 | 7 |
Y
|
No
| 28 | 4 | 4 | 80 | 3 | 22 | 3 | 2 | 18 | 10 | 5 | 8 |
39 |
No
|
Travel_Rarely
| 291 |
Human Resources
| 12 | 2 |
Technical Degree
| 1 | 2,471 | 1 |
Male
| 97 | 2 | 5 |
Sales Representative
| 3 |
Single
| 25,890 | 310,680 | 8 |
Y
|
No
| 26 | 4 | 1 | 80 | 4 | 30 | 6 | 1 | 27 | 9 | 11 | 12 |
33 |
Yes
|
Travel_Rarely
| 852 |
Hardware
| 15 | 5 |
Technical Degree
| 1 | 2,472 | 4 |
Male
| 139 | 2 | 1 |
Developer
| 2 |
Single
| 18,295 | 73,180 | 2 |
Y
|
No
| 16 | 3 | 1 | 80 | 2 | 1 | 5 | 2 | 1 | 1 | 1 | 1 |
39 |
Yes
|
Travel_Frequently
| 1,041 |
Research & Development
| 24 | 2 |
Medical
| 1 | 2,473 | 2 |
Female
| 48 | 1 | 4 |
Developer
| 1 |
Single
| 46,509 | 1,069,707 | 7 |
Y
|
Yes
| 35 | 4 | 4 | 80 | 4 | 28 | 1 | 1 | 12 | 5 | 7 | 8 |
43 |
No
|
Travel_Frequently
| 738 |
Hardware
| 3 | 5 |
Marketing
| 1 | 2,474 | 1 |
Male
| 160 | 4 | 3 |
Healthcare Representative
| 1 |
Single
| 28,527 | 313,797 | 2 |
Y
|
Yes
| 33 | 1 | 4 | 80 | 2 | 25 | 1 | 4 | 10 | 2 | 8 | 3 |
53 |
Yes
|
Travel_Rarely
| 1,080 |
Sales
| 46 | 1 |
Medical
| 1 | 2,475 | 2 |
Female
| 57 | 2 | 1 |
Developer
| 2 |
Divorced
| 1,969 | 55,132 | 8 |
Y
|
No
| 19 | 1 | 1 | 80 | 2 | 29 | 6 | 1 | 20 | 3 | 16 | 19 |
48 |
Yes
|
Non-Travel
| 1,345 |
Sales
| 6 | 4 |
Life Sciences
| 1 | 2,476 | 4 |
Female
| 84 | 2 | 1 |
Laboratory Technician
| 2 |
Single
| 19,356 | 174,204 | 7 |
Y
|
No
| 2 | 2 | 3 | 80 | 3 | 27 | 4 | 2 | 1 | 1 | 1 | 1 |
60 |
No
|
Non-Travel
| 1,101 |
Research & Development
| 29 | 1 |
Technical Degree
| 1 | 2,477 | 4 |
Male
| 49 | 4 | 1 |
Laboratory Technician
| 1 |
Divorced
| 18,664 | 93,320 | 2 |
Y
|
No
| 48 | 4 | 2 | 80 | 1 | 17 | 1 | 2 | 11 | 8 | 4 | 9 |
21 |
No
|
Travel_Rarely
| 1,186 |
Sales
| 36 | 5 |
Marketing
| 1 | 2,478 | 2 |
Female
| 189 | 2 | 1 |
Sales Executive
| 2 |
Married
| 33,757 | 337,570 | 3 |
Y
|
Yes
| 28 | 2 | 4 | 80 | 3 | 16 | 4 | 4 | 11 | 5 | 7 | 9 |
44 |
No
|
Travel_Frequently
| 206 |
Sales
| 24 | 4 |
Life Sciences
| 1 | 2,479 | 2 |
Female
| 52 | 4 | 4 |
Developer
| 3 |
Single
| 47,649 | 667,086 | 1 |
Y
|
Yes
| 48 | 2 | 2 | 80 | 4 | 1 | 5 | 4 | 1 | 1 | 1 | 1 |
36 |
Yes
|
Travel_Frequently
| 382 |
Support
| 3 | 2 |
Marketing
| 1 | 2,480 | 2 |
Female
| 70 | 1 | 1 |
Laboratory Technician
| 2 |
Divorced
| 18,335 | 18,335 | 3 |
Y
|
No
| 20 | 1 | 4 | 80 | 2 | 28 | 1 | 2 | 22 | 1 | 5 | 12 |
50 |
Yes
|
Travel_Rarely
| 653 |
Human Resources
| 47 | 4 |
Human Resources
| 1 | 2,481 | 4 |
Male
| 48 | 2 | 5 |
Developer
| 1 |
Divorced
| 29,265 | 848,685 | 3 |
Y
|
No
| 42 | 3 | 2 | 80 | 4 | 9 | 2 | 3 | 2 | 1 | 1 | 1 |
30 |
No
|
Non-Travel
| 975 |
Hardware
| 16 | 2 |
Medical
| 1 | 2,482 | 1 |
Female
| 192 | 3 | 2 |
Sales Executive
| 3 |
Divorced
| 31,990 | 927,710 | 5 |
Y
|
No
| 0 | 3 | 3 | 80 | 2 | 14 | 6 | 1 | 13 | 8 | 1 | 13 |
30 |
Yes
|
Travel_Rarely
| 886 |
Human Resources
| 49 | 4 |
Marketing
| 1 | 2,483 | 1 |
Male
| 47 | 2 | 5 |
Research Director
| 2 |
Married
| 7,957 | 135,269 | 4 |
Y
|
Yes
| 46 | 3 | 4 | 80 | 2 | 33 | 2 | 4 | 27 | 18 | 21 | 26 |
23 |
No
|
Travel_Rarely
| 644 |
Sales
| 11 | 4 |
Medical
| 1 | 2,484 | 3 |
Female
| 84 | 4 | 3 |
Sales Representative
| 4 |
Single
| 46,186 | 508,046 | 0 |
Y
|
No
| 15 | 2 | 3 | 80 | 2 | 14 | 1 | 4 | 5 | 4 | 1 | 4 |
56 |
Yes
|
Travel_Rarely
| 820 |
Support
| 6 | 4 |
Marketing
| 1 | 2,485 | 3 |
Male
| 77 | 1 | 3 |
Sales Executive
| 3 |
Divorced
| 8,228 | 246,840 | 5 |
Y
|
No
| 27 | 4 | 3 | 80 | 4 | 9 | 5 | 2 | 1 | 1 | 1 | 1 |
35 |
Yes
|
Non-Travel
| 773 |
Hardware
| 50 | 3 |
Medical
| 1 | 2,486 | 4 |
Female
| 73 | 1 | 5 |
Manager
| 3 |
Married
| 16,509 | 82,545 | 0 |
Y
|
Yes
| 43 | 4 | 3 | 80 | 3 | 23 | 2 | 3 | 3 | 1 | 3 | 2 |
53 |
No
|
Travel_Frequently
| 219 |
Research & Development
| 6 | 1 |
Human Resources
| 1 | 2,487 | 1 |
Female
| 83 | 1 | 4 |
Manager
| 2 |
Single
| 45,159 | 858,021 | 0 |
Y
|
Yes
| 46 | 2 | 4 | 80 | 3 | 2 | 4 | 2 | 1 | 1 | 1 | 1 |
18 |
Yes
|
Travel_Frequently
| 1,191 |
Research & Development
| 22 | 3 |
Technical Degree
| 1 | 2,488 | 2 |
Male
| 166 | 4 | 1 |
Sales Executive
| 4 |
Married
| 17,701 | 212,412 | 6 |
Y
|
No
| 23 | 2 | 2 | 80 | 2 | 4 | 2 | 1 | 3 | 3 | 1 | 2 |
43 |
No
|
Travel_Rarely
| 840 |
Hardware
| 31 | 2 |
Medical
| 1 | 2,489 | 2 |
Male
| 200 | 2 | 2 |
Sales Representative
| 2 |
Married
| 5,441 | 5,441 | 6 |
Y
|
No
| 31 | 2 | 2 | 80 | 3 | 4 | 2 | 1 | 1 | 1 | 1 | 1 |
34 |
Yes
|
Travel_Rarely
| 414 |
Support
| 29 | 3 |
Technical Degree
| 1 | 2,490 | 2 |
Male
| 146 | 3 | 2 |
Manager
| 3 |
Single
| 46,857 | 1,030,854 | 8 |
Y
|
Yes
| 18 | 1 | 2 | 80 | 1 | 31 | 6 | 3 | 24 | 17 | 18 | 8 |
56 |
Yes
|
Travel_Rarely
| 889 |
Software
| 28 | 4 |
Life Sciences
| 1 | 2,491 | 1 |
Female
| 115 | 2 | 4 |
Human Resources
| 3 |
Divorced
| 47,350 | 852,300 | 6 |
Y
|
No
| 20 | 1 | 4 | 80 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
40 |
Yes
|
Travel_Frequently
| 1,029 |
Research & Development
| 11 | 4 |
Life Sciences
| 1 | 2,492 | 4 |
Female
| 64 | 1 | 5 |
Developer
| 4 |
Single
| 11,978 | 107,802 | 0 |
Y
|
No
| 38 | 1 | 3 | 80 | 2 | 32 | 6 | 2 | 31 | 11 | 6 | 11 |
57 |
No
|
Non-Travel
| 143 |
Research & Development
| 7 | 2 |
Life Sciences
| 1 | 2,493 | 1 |
Female
| 114 | 2 | 1 |
Healthcare Representative
| 1 |
Married
| 30,606 | 122,424 | 2 |
Y
|
No
| 29 | 1 | 1 | 80 | 1 | 16 | 6 | 2 | 2 | 2 | 1 | 1 |
47 |
No
|
Travel_Frequently
| 543 |
Sales
| 5 | 1 |
Marketing
| 1 | 2,494 | 1 |
Male
| 129 | 3 | 3 |
Developer
| 2 |
Divorced
| 35,556 | 391,116 | 7 |
Y
|
Yes
| 27 | 2 | 4 | 80 | 2 | 22 | 4 | 1 | 22 | 15 | 2 | 14 |
31 |
Yes
|
Travel_Frequently
| 816 |
Research & Development
| 15 | 5 |
Technical Degree
| 1 | 2,495 | 4 |
Female
| 60 | 1 | 2 |
Laboratory Technician
| 1 |
Divorced
| 49,549 | 792,784 | 4 |
Y
|
No
| 42 | 3 | 4 | 80 | 4 | 17 | 1 | 1 | 16 | 11 | 14 | 5 |
26 |
No
|
Travel_Frequently
| 229 |
Hardware
| 43 | 1 |
Technical Degree
| 1 | 2,496 | 4 |
Female
| 131 | 3 | 5 |
Sales Representative
| 2 |
Single
| 15,392 | 400,192 | 8 |
Y
|
No
| 43 | 3 | 3 | 80 | 1 | 36 | 5 | 3 | 11 | 2 | 6 | 1 |
55 |
Yes
|
Non-Travel
| 782 |
Software
| 13 | 1 |
Other
| 1 | 2,497 | 2 |
Male
| 164 | 1 | 5 |
Research Scientist
| 4 |
Divorced
| 5,581 | 117,201 | 1 |
Y
|
Yes
| 28 | 3 | 4 | 80 | 1 | 2 | 4 | 1 | 2 | 2 | 1 | 1 |
27 |
No
|
Non-Travel
| 408 |
Sales
| 29 | 4 |
Life Sciences
| 1 | 2,498 | 1 |
Male
| 55 | 3 | 2 |
Manager
| 1 |
Divorced
| 47,324 | 946,480 | 6 |
Y
|
No
| 49 | 2 | 3 | 80 | 2 | 29 | 2 | 3 | 19 | 5 | 1 | 3 |
46 |
No
|
Travel_Rarely
| 1,365 |
Support
| 24 | 3 |
Other
| 1 | 2,499 | 1 |
Male
| 67 | 3 | 2 |
Developer
| 3 |
Single
| 17,293 | 345,860 | 1 |
Y
|
Yes
| 9 | 3 | 1 | 80 | 3 | 18 | 5 | 1 | 16 | 2 | 7 | 9 |
50 |
Yes
|
Travel_Rarely
| 1,388 |
Human Resources
| 47 | 4 |
Other
| 1 | 2,500 | 1 |
Male
| 36 | 1 | 5 |
Developer
| 2 |
Divorced
| 27,060 | 811,800 | 6 |
Y
|
No
| 6 | 1 | 4 | 80 | 3 | 7 | 2 | 4 | 7 | 3 | 5 | 4 |
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