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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
37 |
No
|
Travel_Rarely
| 982 |
Hardware
| 35 | 3 |
Marketing
| 1 | 401 | 2 |
Male
| 84 | 4 | 2 |
Healthcare Representative
| 3 |
Single
| 44,396 | 266,376 | 1 |
Y
|
No
| 21 | 2 | 4 | 80 | 1 | 5 | 5 | 2 | 1 | 1 | 1 | 1 |
37 |
Yes
|
Non-Travel
| 1,080 |
Support
| 13 | 1 |
Marketing
| 1 | 402 | 4 |
Male
| 187 | 3 | 3 |
Research Scientist
| 4 |
Married
| 20,269 | 324,304 | 2 |
Y
|
Yes
| 49 | 2 | 4 | 80 | 2 | 21 | 4 | 3 | 2 | 2 | 2 | 2 |
45 |
Yes
|
Travel_Frequently
| 708 |
Research & Development
| 28 | 2 |
Medical
| 1 | 403 | 4 |
Female
| 31 | 2 | 2 |
Research Director
| 2 |
Married
| 13,569 | 81,414 | 6 |
Y
|
Yes
| 1 | 2 | 3 | 80 | 3 | 20 | 5 | 3 | 9 | 1 | 1 | 8 |
45 |
Yes
|
Travel_Rarely
| 776 |
Hardware
| 16 | 3 |
Marketing
| 1 | 404 | 1 |
Male
| 158 | 3 | 1 |
Laboratory Technician
| 3 |
Divorced
| 10,587 | 31,761 | 0 |
Y
|
No
| 15 | 3 | 1 | 80 | 2 | 27 | 4 | 2 | 27 | 21 | 27 | 5 |
47 |
Yes
|
Travel_Frequently
| 173 |
Research & Development
| 2 | 4 |
Technical Degree
| 1 | 405 | 1 |
Male
| 123 | 2 | 3 |
Research Scientist
| 1 |
Married
| 18,316 | 439,584 | 1 |
Y
|
No
| 16 | 3 | 4 | 80 | 1 | 5 | 3 | 4 | 1 | 1 | 1 | 1 |
57 |
No
|
Travel_Frequently
| 708 |
Human Resources
| 3 | 3 |
Life Sciences
| 1 | 406 | 2 |
Female
| 130 | 2 | 1 |
Laboratory Technician
| 4 |
Married
| 45,857 | 1,146,425 | 5 |
Y
|
No
| 13 | 3 | 1 | 80 | 2 | 23 | 6 | 1 | 15 | 5 | 3 | 2 |
51 |
Yes
|
Travel_Rarely
| 806 |
Software
| 29 | 2 |
Life Sciences
| 1 | 407 | 1 |
Male
| 148 | 4 | 1 |
Manager
| 1 |
Married
| 43,397 | 216,985 | 1 |
Y
|
Yes
| 22 | 3 | 4 | 80 | 2 | 31 | 3 | 4 | 23 | 16 | 10 | 21 |
38 |
No
|
Non-Travel
| 1,376 |
Support
| 29 | 2 |
Medical
| 1 | 408 | 1 |
Male
| 169 | 2 | 3 |
Human Resources
| 1 |
Divorced
| 29,677 | 118,708 | 2 |
Y
|
Yes
| 20 | 1 | 2 | 80 | 4 | 1 | 5 | 4 | 1 | 1 | 1 | 1 |
25 |
No
|
Travel_Frequently
| 1,396 |
Support
| 35 | 1 |
Human Resources
| 1 | 409 | 4 |
Female
| 141 | 3 | 5 |
Human Resources
| 3 |
Married
| 9,632 | 260,064 | 7 |
Y
|
Yes
| 12 | 4 | 2 | 80 | 3 | 35 | 1 | 1 | 16 | 14 | 12 | 14 |
30 |
Yes
|
Travel_Rarely
| 709 |
Research & Development
| 7 | 2 |
Technical Degree
| 1 | 410 | 1 |
Female
| 100 | 2 | 1 |
Laboratory Technician
| 1 |
Divorced
| 16,518 | 49,554 | 1 |
Y
|
No
| 47 | 3 | 3 | 80 | 4 | 12 | 2 | 1 | 9 | 2 | 6 | 2 |
31 |
Yes
|
Travel_Rarely
| 869 |
Human Resources
| 2 | 2 |
Life Sciences
| 1 | 411 | 2 |
Male
| 41 | 1 | 3 |
Research Scientist
| 1 |
Divorced
| 33,257 | 831,425 | 7 |
Y
|
Yes
| 16 | 3 | 3 | 80 | 2 | 18 | 5 | 2 | 14 | 13 | 5 | 10 |
52 |
No
|
Travel_Rarely
| 412 |
Research & Development
| 44 | 2 |
Marketing
| 1 | 412 | 1 |
Male
| 67 | 3 | 4 |
Healthcare Representative
| 3 |
Divorced
| 47,141 | 1,414,230 | 6 |
Y
|
No
| 7 | 2 | 2 | 80 | 1 | 36 | 2 | 3 | 16 | 1 | 15 | 14 |
50 |
Yes
|
Travel_Rarely
| 1,223 |
Hardware
| 2 | 4 |
Human Resources
| 1 | 413 | 3 |
Female
| 80 | 1 | 2 |
Human Resources
| 4 |
Divorced
| 40,154 | 1,084,158 | 0 |
Y
|
Yes
| 12 | 2 | 3 | 80 | 4 | 36 | 5 | 3 | 24 | 14 | 20 | 2 |
25 |
No
|
Travel_Rarely
| 1,278 |
Hardware
| 34 | 3 |
Medical
| 1 | 414 | 4 |
Female
| 75 | 1 | 4 |
Sales Executive
| 2 |
Married
| 24,069 | 144,414 | 8 |
Y
|
Yes
| 27 | 4 | 3 | 80 | 2 | 24 | 6 | 1 | 12 | 7 | 8 | 5 |
34 |
No
|
Non-Travel
| 1,301 |
Research & Development
| 49 | 1 |
Marketing
| 1 | 415 | 3 |
Female
| 55 | 1 | 3 |
Manager
| 3 |
Divorced
| 8,404 | 218,504 | 7 |
Y
|
Yes
| 16 | 3 | 4 | 80 | 4 | 32 | 2 | 1 | 24 | 19 | 11 | 9 |
20 |
No
|
Travel_Rarely
| 393 |
Research & Development
| 12 | 3 |
Life Sciences
| 1 | 416 | 1 |
Male
| 174 | 2 | 2 |
Sales Representative
| 1 |
Single
| 19,273 | 134,911 | 8 |
Y
|
No
| 22 | 4 | 1 | 80 | 3 | 36 | 2 | 1 | 30 | 13 | 5 | 27 |
51 |
Yes
|
Travel_Frequently
| 428 |
Software
| 19 | 1 |
Human Resources
| 1 | 417 | 1 |
Female
| 125 | 3 | 5 |
Laboratory Technician
| 4 |
Divorced
| 25,101 | 426,717 | 4 |
Y
|
No
| 37 | 2 | 3 | 80 | 3 | 31 | 3 | 2 | 5 | 4 | 4 | 3 |
47 |
Yes
|
Travel_Rarely
| 688 |
Sales
| 21 | 4 |
Human Resources
| 1 | 418 | 3 |
Female
| 30 | 3 | 1 |
Sales Executive
| 1 |
Married
| 18,776 | 337,968 | 1 |
Y
|
No
| 10 | 4 | 4 | 80 | 1 | 32 | 4 | 1 | 9 | 2 | 7 | 4 |
37 |
No
|
Travel_Rarely
| 522 |
Hardware
| 28 | 1 |
Other
| 1 | 419 | 4 |
Female
| 186 | 1 | 4 |
Sales Executive
| 2 |
Married
| 5,857 | 35,142 | 0 |
Y
|
Yes
| 8 | 3 | 3 | 80 | 3 | 7 | 6 | 2 | 7 | 6 | 1 | 7 |
59 |
No
|
Non-Travel
| 231 |
Hardware
| 26 | 5 |
Medical
| 1 | 420 | 2 |
Male
| 154 | 3 | 4 |
Sales Representative
| 4 |
Single
| 21,363 | 213,630 | 7 |
Y
|
Yes
| 3 | 4 | 3 | 80 | 2 | 5 | 2 | 3 | 3 | 1 | 2 | 3 |
37 |
No
|
Travel_Frequently
| 1,158 |
Hardware
| 45 | 5 |
Life Sciences
| 1 | 421 | 3 |
Female
| 42 | 2 | 5 |
Manager
| 1 |
Single
| 37,944 | 227,664 | 1 |
Y
|
No
| 26 | 4 | 2 | 80 | 3 | 35 | 5 | 2 | 17 | 5 | 14 | 2 |
53 |
Yes
|
Travel_Frequently
| 431 |
Software
| 43 | 5 |
Medical
| 1 | 422 | 1 |
Female
| 41 | 2 | 2 |
Research Scientist
| 2 |
Divorced
| 21,071 | 316,065 | 1 |
Y
|
No
| 40 | 2 | 1 | 80 | 2 | 17 | 6 | 3 | 8 | 8 | 7 | 1 |
37 |
No
|
Non-Travel
| 723 |
Software
| 13 | 2 |
Other
| 1 | 423 | 4 |
Female
| 48 | 4 | 4 |
Laboratory Technician
| 4 |
Single
| 20,500 | 225,500 | 1 |
Y
|
Yes
| 14 | 1 | 1 | 80 | 4 | 22 | 1 | 3 | 15 | 13 | 4 | 12 |
58 |
No
|
Non-Travel
| 1,255 |
Human Resources
| 7 | 1 |
Marketing
| 1 | 424 | 1 |
Female
| 162 | 1 | 4 |
Research Director
| 3 |
Divorced
| 15,665 | 187,980 | 0 |
Y
|
No
| 28 | 4 | 3 | 80 | 2 | 33 | 3 | 4 | 12 | 2 | 9 | 10 |
37 |
No
|
Travel_Rarely
| 257 |
Support
| 35 | 4 |
Marketing
| 1 | 425 | 4 |
Female
| 115 | 3 | 3 |
Manufacturing Director
| 4 |
Single
| 37,751 | 1,057,028 | 4 |
Y
|
No
| 0 | 3 | 4 | 80 | 2 | 16 | 4 | 3 | 9 | 9 | 4 | 8 |
56 |
Yes
|
Travel_Frequently
| 905 |
Support
| 19 | 4 |
Technical Degree
| 1 | 426 | 2 |
Female
| 94 | 1 | 2 |
Research Scientist
| 2 |
Married
| 45,770 | 640,780 | 6 |
Y
|
Yes
| 5 | 4 | 1 | 80 | 1 | 7 | 4 | 1 | 7 | 7 | 2 | 2 |
49 |
Yes
|
Non-Travel
| 1,368 |
Hardware
| 1 | 5 |
Medical
| 1 | 427 | 1 |
Female
| 75 | 3 | 1 |
Sales Executive
| 1 |
Single
| 13,669 | 341,725 | 2 |
Y
|
Yes
| 42 | 2 | 2 | 80 | 4 | 2 | 4 | 2 | 2 | 2 | 1 | 1 |
49 |
Yes
|
Travel_Rarely
| 979 |
Human Resources
| 1 | 3 |
Medical
| 1 | 428 | 3 |
Male
| 156 | 1 | 1 |
Manufacturing Director
| 4 |
Single
| 31,862 | 637,240 | 3 |
Y
|
No
| 40 | 2 | 3 | 80 | 2 | 29 | 4 | 1 | 1 | 1 | 1 | 1 |
41 |
No
|
Travel_Rarely
| 1,157 |
Research & Development
| 10 | 2 |
Marketing
| 1 | 429 | 4 |
Male
| 56 | 2 | 4 |
Developer
| 1 |
Divorced
| 9,026 | 99,286 | 6 |
Y
|
No
| 42 | 3 | 3 | 80 | 4 | 32 | 4 | 1 | 27 | 26 | 27 | 18 |
29 |
Yes
|
Travel_Rarely
| 255 |
Software
| 49 | 4 |
Other
| 1 | 430 | 1 |
Male
| 100 | 1 | 3 |
Healthcare Representative
| 3 |
Married
| 38,792 | 193,960 | 5 |
Y
|
No
| 10 | 2 | 4 | 80 | 2 | 6 | 3 | 4 | 3 | 2 | 1 | 3 |
45 |
Yes
|
Travel_Rarely
| 1,443 |
Hardware
| 34 | 2 |
Life Sciences
| 1 | 431 | 2 |
Female
| 35 | 4 | 5 |
Sales Representative
| 3 |
Single
| 34,251 | 924,777 | 8 |
Y
|
No
| 38 | 3 | 3 | 80 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 |
25 |
Yes
|
Travel_Rarely
| 1,217 |
Software
| 34 | 1 |
Medical
| 1 | 432 | 3 |
Male
| 111 | 3 | 3 |
Research Scientist
| 1 |
Divorced
| 10,040 | 190,760 | 1 |
Y
|
No
| 23 | 4 | 4 | 80 | 1 | 11 | 4 | 3 | 10 | 2 | 7 | 5 |
53 |
Yes
|
Non-Travel
| 892 |
Sales
| 36 | 3 |
Other
| 1 | 433 | 4 |
Female
| 194 | 3 | 5 |
Research Director
| 4 |
Married
| 14,061 | 210,915 | 8 |
Y
|
No
| 35 | 4 | 2 | 80 | 1 | 7 | 6 | 2 | 7 | 7 | 7 | 1 |
35 |
No
|
Non-Travel
| 567 |
Sales
| 47 | 1 |
Other
| 1 | 434 | 1 |
Male
| 128 | 4 | 2 |
Healthcare Representative
| 4 |
Single
| 26,381 | 342,953 | 7 |
Y
|
Yes
| 20 | 2 | 3 | 80 | 3 | 13 | 1 | 1 | 9 | 5 | 1 | 2 |
22 |
No
|
Non-Travel
| 665 |
Sales
| 40 | 2 |
Other
| 1 | 435 | 1 |
Female
| 150 | 2 | 3 |
Manager
| 2 |
Single
| 2,275 | 36,400 | 6 |
Y
|
Yes
| 11 | 2 | 3 | 80 | 2 | 8 | 5 | 2 | 6 | 1 | 6 | 3 |
32 |
Yes
|
Travel_Frequently
| 1,148 |
Hardware
| 36 | 5 |
Life Sciences
| 1 | 436 | 2 |
Male
| 99 | 3 | 4 |
Sales Representative
| 2 |
Divorced
| 6,153 | 166,131 | 0 |
Y
|
No
| 48 | 3 | 3 | 80 | 2 | 9 | 4 | 1 | 6 | 3 | 1 | 1 |
55 |
No
|
Travel_Rarely
| 1,287 |
Support
| 19 | 1 |
Life Sciences
| 1 | 437 | 1 |
Female
| 131 | 4 | 4 |
Laboratory Technician
| 1 |
Single
| 7,770 | 155,400 | 7 |
Y
|
No
| 15 | 2 | 4 | 80 | 2 | 6 | 4 | 1 | 3 | 2 | 2 | 1 |
58 |
No
|
Non-Travel
| 406 |
Sales
| 45 | 3 |
Marketing
| 1 | 438 | 4 |
Female
| 168 | 3 | 1 |
Developer
| 1 |
Married
| 26,818 | 536,360 | 1 |
Y
|
No
| 3 | 2 | 4 | 80 | 3 | 12 | 2 | 3 | 4 | 4 | 3 | 4 |
42 |
Yes
|
Travel_Frequently
| 1,034 |
Hardware
| 31 | 5 |
Marketing
| 1 | 439 | 2 |
Female
| 33 | 3 | 2 |
Manufacturing Director
| 1 |
Divorced
| 5,004 | 100,080 | 1 |
Y
|
Yes
| 18 | 3 | 2 | 80 | 2 | 36 | 4 | 2 | 18 | 9 | 16 | 14 |
60 |
No
|
Non-Travel
| 532 |
Research & Development
| 23 | 1 |
Other
| 1 | 440 | 3 |
Male
| 75 | 3 | 4 |
Research Director
| 2 |
Married
| 9,992 | 299,760 | 5 |
Y
|
No
| 24 | 2 | 3 | 80 | 2 | 23 | 1 | 2 | 14 | 3 | 4 | 14 |
35 |
No
|
Travel_Frequently
| 877 |
Hardware
| 5 | 5 |
Life Sciences
| 1 | 441 | 2 |
Male
| 190 | 1 | 5 |
Sales Executive
| 2 |
Married
| 15,042 | 45,126 | 6 |
Y
|
Yes
| 34 | 4 | 1 | 80 | 1 | 37 | 3 | 4 | 13 | 8 | 5 | 5 |
35 |
Yes
|
Non-Travel
| 307 |
Software
| 8 | 3 |
Life Sciences
| 1 | 442 | 1 |
Male
| 106 | 2 | 3 |
Laboratory Technician
| 1 |
Single
| 24,647 | 123,235 | 1 |
Y
|
No
| 44 | 3 | 1 | 80 | 3 | 12 | 3 | 3 | 3 | 2 | 3 | 3 |
28 |
No
|
Travel_Frequently
| 333 |
Sales
| 12 | 5 |
Marketing
| 1 | 443 | 1 |
Female
| 67 | 4 | 2 |
Manufacturing Director
| 2 |
Single
| 5,535 | 121,770 | 3 |
Y
|
Yes
| 8 | 2 | 1 | 80 | 1 | 1 | 5 | 2 | 1 | 1 | 1 | 1 |
20 |
No
|
Non-Travel
| 478 |
Sales
| 46 | 1 |
Marketing
| 1 | 444 | 3 |
Male
| 43 | 3 | 1 |
Manager
| 3 |
Single
| 25,656 | 487,464 | 6 |
Y
|
No
| 21 | 1 | 3 | 80 | 1 | 25 | 4 | 1 | 22 | 2 | 20 | 15 |
59 |
Yes
|
Travel_Rarely
| 1,195 |
Sales
| 8 | 2 |
Marketing
| 1 | 445 | 2 |
Male
| 152 | 1 | 2 |
Manufacturing Director
| 3 |
Married
| 20,578 | 226,358 | 6 |
Y
|
Yes
| 42 | 1 | 4 | 80 | 1 | 20 | 1 | 3 | 8 | 8 | 2 | 2 |
48 |
No
|
Travel_Rarely
| 214 |
Human Resources
| 12 | 2 |
Life Sciences
| 1 | 446 | 2 |
Female
| 87 | 2 | 3 |
Developer
| 1 |
Married
| 7,389 | 44,334 | 0 |
Y
|
No
| 20 | 4 | 1 | 80 | 2 | 15 | 2 | 4 | 1 | 1 | 1 | 1 |
35 |
No
|
Non-Travel
| 1,385 |
Research & Development
| 11 | 2 |
Life Sciences
| 1 | 447 | 4 |
Female
| 84 | 2 | 4 |
Manufacturing Director
| 4 |
Single
| 13,886 | 124,974 | 2 |
Y
|
No
| 28 | 1 | 3 | 80 | 1 | 30 | 4 | 1 | 22 | 2 | 21 | 20 |
42 |
No
|
Travel_Rarely
| 353 |
Support
| 45 | 4 |
Medical
| 1 | 448 | 3 |
Female
| 100 | 2 | 3 |
Research Director
| 2 |
Married
| 14,519 | 14,519 | 0 |
Y
|
No
| 48 | 3 | 3 | 80 | 1 | 14 | 3 | 4 | 9 | 5 | 3 | 1 |
20 |
Yes
|
Non-Travel
| 791 |
Support
| 28 | 2 |
Other
| 1 | 449 | 2 |
Male
| 106 | 4 | 1 |
Laboratory Technician
| 3 |
Single
| 21,237 | 233,607 | 2 |
Y
|
No
| 21 | 4 | 4 | 80 | 4 | 14 | 2 | 2 | 9 | 4 | 3 | 6 |
30 |
No
|
Travel_Frequently
| 1,477 |
Human Resources
| 35 | 5 |
Medical
| 1 | 450 | 3 |
Male
| 59 | 4 | 4 |
Laboratory Technician
| 3 |
Married
| 14,762 | 324,764 | 1 |
Y
|
No
| 36 | 1 | 3 | 80 | 2 | 36 | 5 | 3 | 6 | 1 | 2 | 4 |
24 |
No
|
Non-Travel
| 651 |
Hardware
| 8 | 3 |
Medical
| 1 | 451 | 3 |
Male
| 147 | 4 | 4 |
Laboratory Technician
| 4 |
Single
| 20,595 | 61,785 | 8 |
Y
|
Yes
| 1 | 3 | 4 | 80 | 3 | 30 | 4 | 4 | 24 | 6 | 12 | 8 |
50 |
Yes
|
Travel_Frequently
| 655 |
Software
| 24 | 3 |
Medical
| 1 | 452 | 2 |
Female
| 172 | 4 | 3 |
Research Director
| 3 |
Divorced
| 50,699 | 1,064,679 | 1 |
Y
|
No
| 46 | 4 | 2 | 80 | 3 | 3 | 5 | 1 | 3 | 1 | 1 | 3 |
36 |
Yes
|
Travel_Frequently
| 817 |
Sales
| 6 | 1 |
Human Resources
| 1 | 453 | 1 |
Female
| 131 | 3 | 3 |
Manufacturing Director
| 3 |
Married
| 40,881 | 490,572 | 4 |
Y
|
Yes
| 42 | 2 | 3 | 80 | 4 | 4 | 3 | 3 | 3 | 1 | 2 | 3 |
31 |
No
|
Travel_Frequently
| 782 |
Sales
| 6 | 3 |
Other
| 1 | 454 | 4 |
Female
| 55 | 3 | 2 |
Manager
| 3 |
Single
| 50,402 | 50,402 | 5 |
Y
|
No
| 24 | 2 | 4 | 80 | 2 | 12 | 2 | 3 | 7 | 1 | 5 | 2 |
30 |
No
|
Non-Travel
| 990 |
Sales
| 40 | 1 |
Marketing
| 1 | 455 | 2 |
Female
| 168 | 4 | 3 |
Manufacturing Director
| 4 |
Divorced
| 42,807 | 428,070 | 2 |
Y
|
Yes
| 2 | 3 | 2 | 80 | 4 | 27 | 4 | 1 | 16 | 8 | 2 | 15 |
34 |
Yes
|
Non-Travel
| 625 |
Human Resources
| 33 | 1 |
Other
| 1 | 456 | 1 |
Female
| 141 | 3 | 5 |
Developer
| 2 |
Married
| 39,027 | 351,243 | 3 |
Y
|
Yes
| 43 | 1 | 2 | 80 | 2 | 6 | 6 | 3 | 3 | 1 | 1 | 3 |
43 |
Yes
|
Non-Travel
| 1,149 |
Research & Development
| 20 | 1 |
Technical Degree
| 1 | 457 | 1 |
Female
| 31 | 2 | 5 |
Research Director
| 2 |
Divorced
| 7,718 | 84,898 | 2 |
Y
|
Yes
| 26 | 2 | 2 | 80 | 4 | 24 | 4 | 1 | 6 | 4 | 6 | 1 |
24 |
Yes
|
Travel_Rarely
| 1,251 |
Software
| 23 | 4 |
Human Resources
| 1 | 458 | 1 |
Female
| 161 | 3 | 1 |
Healthcare Representative
| 3 |
Divorced
| 6,078 | 6,078 | 3 |
Y
|
Yes
| 3 | 2 | 1 | 80 | 4 | 4 | 5 | 1 | 2 | 1 | 1 | 2 |
42 |
Yes
|
Travel_Rarely
| 955 |
Software
| 12 | 5 |
Marketing
| 1 | 459 | 4 |
Female
| 94 | 2 | 5 |
Research Director
| 2 |
Divorced
| 32,878 | 32,878 | 5 |
Y
|
Yes
| 10 | 3 | 4 | 80 | 4 | 31 | 2 | 4 | 25 | 23 | 4 | 25 |
34 |
Yes
|
Travel_Frequently
| 413 |
Software
| 13 | 1 |
Other
| 1 | 460 | 2 |
Male
| 188 | 3 | 4 |
Sales Representative
| 2 |
Married
| 45,515 | 1,137,875 | 8 |
Y
|
Yes
| 25 | 3 | 1 | 80 | 4 | 10 | 2 | 4 | 2 | 1 | 2 | 1 |
44 |
Yes
|
Travel_Frequently
| 1,070 |
Hardware
| 9 | 1 |
Other
| 1 | 461 | 4 |
Male
| 130 | 3 | 1 |
Healthcare Representative
| 3 |
Single
| 44,144 | 927,024 | 4 |
Y
|
No
| 27 | 2 | 4 | 80 | 3 | 12 | 3 | 2 | 4 | 2 | 1 | 4 |
20 |
Yes
|
Non-Travel
| 1,480 |
Support
| 26 | 4 |
Technical Degree
| 1 | 462 | 4 |
Male
| 199 | 3 | 1 |
Healthcare Representative
| 2 |
Single
| 48,412 | 290,472 | 5 |
Y
|
No
| 10 | 3 | 3 | 80 | 1 | 40 | 1 | 4 | 24 | 23 | 3 | 4 |
58 |
Yes
|
Non-Travel
| 1,253 |
Support
| 20 | 4 |
Life Sciences
| 1 | 463 | 1 |
Male
| 119 | 2 | 3 |
Sales Executive
| 4 |
Single
| 49,457 | 1,285,882 | 3 |
Y
|
Yes
| 13 | 3 | 1 | 80 | 1 | 33 | 3 | 2 | 12 | 7 | 5 | 1 |
48 |
Yes
|
Travel_Frequently
| 794 |
Human Resources
| 7 | 5 |
Other
| 1 | 464 | 1 |
Female
| 143 | 3 | 4 |
Healthcare Representative
| 4 |
Married
| 40,327 | 1,129,156 | 8 |
Y
|
Yes
| 12 | 3 | 4 | 80 | 2 | 28 | 4 | 4 | 11 | 10 | 3 | 2 |
26 |
Yes
|
Travel_Rarely
| 295 |
Software
| 50 | 1 |
Technical Degree
| 1 | 465 | 4 |
Female
| 60 | 4 | 1 |
Laboratory Technician
| 4 |
Single
| 19,090 | 515,430 | 5 |
Y
|
Yes
| 14 | 2 | 1 | 80 | 1 | 27 | 1 | 4 | 22 | 22 | 11 | 15 |
30 |
Yes
|
Travel_Rarely
| 326 |
Software
| 43 | 4 |
Technical Degree
| 1 | 466 | 3 |
Female
| 127 | 1 | 3 |
Manufacturing Director
| 3 |
Married
| 18,100 | 235,300 | 2 |
Y
|
No
| 26 | 3 | 4 | 80 | 4 | 23 | 4 | 1 | 6 | 2 | 4 | 5 |
38 |
Yes
|
Non-Travel
| 342 |
Software
| 37 | 3 |
Technical Degree
| 1 | 467 | 2 |
Female
| 105 | 2 | 3 |
Developer
| 4 |
Divorced
| 41,090 | 123,270 | 2 |
Y
|
No
| 30 | 1 | 4 | 80 | 1 | 12 | 5 | 2 | 5 | 2 | 4 | 2 |
36 |
Yes
|
Non-Travel
| 432 |
Research & Development
| 30 | 5 |
Marketing
| 1 | 468 | 3 |
Female
| 85 | 2 | 5 |
Sales Representative
| 4 |
Divorced
| 3,244 | 84,344 | 7 |
Y
|
Yes
| 4 | 2 | 1 | 80 | 1 | 40 | 2 | 1 | 20 | 14 | 17 | 17 |
57 |
Yes
|
Non-Travel
| 355 |
Human Resources
| 3 | 3 |
Other
| 1 | 469 | 1 |
Female
| 166 | 2 | 4 |
Sales Executive
| 2 |
Married
| 12,862 | 321,550 | 6 |
Y
|
Yes
| 30 | 1 | 2 | 80 | 2 | 4 | 1 | 1 | 2 | 2 | 1 | 2 |
24 |
No
|
Travel_Frequently
| 654 |
Software
| 38 | 2 |
Human Resources
| 1 | 470 | 1 |
Male
| 146 | 1 | 2 |
Developer
| 3 |
Single
| 41,629 | 874,209 | 3 |
Y
|
No
| 35 | 1 | 2 | 80 | 1 | 33 | 2 | 3 | 5 | 4 | 3 | 4 |
20 |
Yes
|
Travel_Rarely
| 189 |
Sales
| 13 | 4 |
Life Sciences
| 1 | 471 | 4 |
Male
| 50 | 2 | 5 |
Developer
| 3 |
Single
| 42,308 | 1,100,008 | 1 |
Y
|
No
| 46 | 4 | 3 | 80 | 1 | 34 | 5 | 3 | 6 | 2 | 2 | 5 |
24 |
No
|
Non-Travel
| 499 |
Research & Development
| 3 | 1 |
Human Resources
| 1 | 472 | 4 |
Female
| 127 | 2 | 5 |
Manufacturing Director
| 4 |
Single
| 41,637 | 41,637 | 5 |
Y
|
No
| 35 | 2 | 1 | 80 | 1 | 28 | 5 | 4 | 3 | 3 | 1 | 1 |
56 |
Yes
|
Travel_Frequently
| 716 |
Software
| 15 | 3 |
Human Resources
| 1 | 473 | 2 |
Male
| 32 | 2 | 4 |
Sales Representative
| 3 |
Married
| 44,488 | 133,464 | 3 |
Y
|
Yes
| 3 | 1 | 3 | 80 | 1 | 37 | 1 | 3 | 13 | 10 | 6 | 7 |
47 |
No
|
Travel_Frequently
| 822 |
Human Resources
| 27 | 3 |
Medical
| 1 | 474 | 1 |
Female
| 158 | 3 | 4 |
Human Resources
| 4 |
Single
| 5,493 | 27,465 | 7 |
Y
|
No
| 32 | 2 | 2 | 80 | 2 | 10 | 1 | 4 | 1 | 1 | 1 | 1 |
46 |
Yes
|
Non-Travel
| 1,170 |
Sales
| 38 | 3 |
Medical
| 1 | 475 | 1 |
Male
| 104 | 2 | 2 |
Healthcare Representative
| 4 |
Married
| 32,220 | 579,960 | 3 |
Y
|
No
| 6 | 4 | 1 | 80 | 4 | 34 | 2 | 2 | 27 | 9 | 16 | 11 |
40 |
No
|
Travel_Frequently
| 1,239 |
Hardware
| 47 | 3 |
Technical Degree
| 1 | 476 | 4 |
Female
| 65 | 4 | 3 |
Healthcare Representative
| 3 |
Divorced
| 20,932 | 313,980 | 3 |
Y
|
Yes
| 42 | 4 | 1 | 80 | 3 | 25 | 3 | 2 | 3 | 2 | 3 | 2 |
36 |
No
|
Travel_Frequently
| 862 |
Human Resources
| 40 | 4 |
Marketing
| 1 | 477 | 1 |
Female
| 135 | 1 | 1 |
Healthcare Representative
| 4 |
Married
| 11,561 | 161,854 | 7 |
Y
|
No
| 27 | 3 | 2 | 80 | 1 | 27 | 1 | 1 | 14 | 11 | 3 | 8 |
28 |
No
|
Non-Travel
| 522 |
Hardware
| 6 | 2 |
Life Sciences
| 1 | 478 | 1 |
Male
| 133 | 3 | 3 |
Research Scientist
| 1 |
Single
| 42,918 | 386,262 | 0 |
Y
|
No
| 43 | 1 | 1 | 80 | 2 | 3 | 1 | 3 | 3 | 1 | 1 | 1 |
53 |
No
|
Non-Travel
| 123 |
Human Resources
| 15 | 1 |
Technical Degree
| 1 | 479 | 4 |
Male
| 100 | 1 | 5 |
Developer
| 4 |
Married
| 5,612 | 134,688 | 7 |
Y
|
Yes
| 27 | 3 | 3 | 80 | 1 | 18 | 1 | 4 | 11 | 6 | 9 | 1 |
25 |
Yes
|
Travel_Frequently
| 280 |
Sales
| 44 | 1 |
Life Sciences
| 1 | 480 | 4 |
Male
| 108 | 2 | 4 |
Research Director
| 1 |
Single
| 7,581 | 45,486 | 2 |
Y
|
No
| 46 | 1 | 4 | 80 | 4 | 4 | 2 | 4 | 1 | 1 | 1 | 1 |
24 |
No
|
Non-Travel
| 1,326 |
Software
| 18 | 5 |
Marketing
| 1 | 481 | 1 |
Female
| 129 | 2 | 5 |
Healthcare Representative
| 2 |
Married
| 42,580 | 1,192,240 | 1 |
Y
|
No
| 46 | 4 | 1 | 80 | 1 | 27 | 1 | 2 | 1 | 1 | 1 | 1 |
42 |
No
|
Travel_Frequently
| 1,377 |
Sales
| 39 | 1 |
Marketing
| 1 | 482 | 2 |
Female
| 166 | 4 | 5 |
Sales Executive
| 3 |
Divorced
| 33,075 | 760,725 | 5 |
Y
|
No
| 21 | 2 | 2 | 80 | 1 | 28 | 2 | 4 | 9 | 9 | 8 | 8 |
25 |
No
|
Travel_Rarely
| 1,354 |
Software
| 46 | 5 |
Technical Degree
| 1 | 483 | 1 |
Female
| 165 | 1 | 2 |
Sales Executive
| 3 |
Married
| 6,535 | 196,050 | 1 |
Y
|
Yes
| 12 | 1 | 4 | 80 | 4 | 25 | 2 | 1 | 1 | 1 | 1 | 1 |
53 |
Yes
|
Non-Travel
| 1,107 |
Support
| 7 | 3 |
Life Sciences
| 1 | 484 | 2 |
Female
| 105 | 1 | 1 |
Research Scientist
| 4 |
Divorced
| 24,530 | 515,130 | 0 |
Y
|
No
| 43 | 3 | 2 | 80 | 2 | 24 | 5 | 2 | 9 | 5 | 9 | 5 |
32 |
Yes
|
Travel_Rarely
| 860 |
Support
| 16 | 4 |
Human Resources
| 1 | 485 | 1 |
Female
| 62 | 4 | 1 |
Developer
| 1 |
Single
| 11,799 | 259,578 | 4 |
Y
|
Yes
| 14 | 4 | 3 | 80 | 3 | 32 | 5 | 2 | 11 | 9 | 11 | 7 |
59 |
Yes
|
Travel_Frequently
| 872 |
Research & Development
| 12 | 5 |
Human Resources
| 1 | 486 | 1 |
Male
| 70 | 1 | 4 |
Manager
| 2 |
Single
| 12,802 | 320,050 | 5 |
Y
|
No
| 35 | 3 | 1 | 80 | 4 | 19 | 1 | 4 | 17 | 9 | 13 | 9 |
39 |
No
|
Travel_Frequently
| 1,386 |
Hardware
| 34 | 5 |
Other
| 1 | 487 | 4 |
Male
| 173 | 4 | 3 |
Healthcare Representative
| 3 |
Divorced
| 24,404 | 732,120 | 5 |
Y
|
Yes
| 42 | 2 | 2 | 80 | 1 | 30 | 2 | 1 | 3 | 1 | 2 | 3 |
42 |
No
|
Travel_Frequently
| 871 |
Support
| 15 | 1 |
Marketing
| 1 | 488 | 2 |
Female
| 179 | 2 | 4 |
Sales Representative
| 3 |
Divorced
| 19,189 | 38,378 | 4 |
Y
|
Yes
| 10 | 3 | 4 | 80 | 2 | 27 | 1 | 4 | 11 | 8 | 3 | 11 |
32 |
Yes
|
Travel_Rarely
| 975 |
Sales
| 38 | 5 |
Other
| 1 | 489 | 2 |
Male
| 112 | 3 | 2 |
Sales Executive
| 2 |
Married
| 16,564 | 364,408 | 4 |
Y
|
No
| 2 | 3 | 2 | 80 | 4 | 23 | 4 | 3 | 13 | 4 | 8 | 13 |
53 |
Yes
|
Non-Travel
| 654 |
Sales
| 48 | 4 |
Medical
| 1 | 490 | 3 |
Female
| 36 | 3 | 2 |
Research Director
| 1 |
Single
| 50,822 | 1,219,728 | 6 |
Y
|
Yes
| 41 | 3 | 3 | 80 | 1 | 28 | 1 | 3 | 3 | 1 | 2 | 2 |
52 |
Yes
|
Travel_Rarely
| 667 |
Software
| 39 | 1 |
Human Resources
| 1 | 491 | 1 |
Female
| 89 | 1 | 5 |
Human Resources
| 3 |
Married
| 2,586 | 36,204 | 5 |
Y
|
Yes
| 18 | 3 | 4 | 80 | 3 | 6 | 1 | 1 | 2 | 1 | 2 | 2 |
42 |
Yes
|
Travel_Rarely
| 958 |
Software
| 6 | 5 |
Marketing
| 1 | 492 | 4 |
Male
| 47 | 2 | 5 |
Developer
| 2 |
Divorced
| 43,898 | 175,592 | 3 |
Y
|
Yes
| 24 | 1 | 3 | 80 | 4 | 37 | 4 | 3 | 14 | 8 | 9 | 2 |
39 |
Yes
|
Travel_Frequently
| 1,006 |
Support
| 41 | 1 |
Other
| 1 | 493 | 1 |
Female
| 187 | 1 | 2 |
Laboratory Technician
| 2 |
Single
| 17,164 | 514,920 | 5 |
Y
|
Yes
| 32 | 4 | 2 | 80 | 1 | 16 | 5 | 3 | 9 | 4 | 3 | 1 |
34 |
No
|
Travel_Frequently
| 1,166 |
Hardware
| 32 | 1 |
Medical
| 1 | 494 | 1 |
Female
| 138 | 1 | 4 |
Healthcare Representative
| 1 |
Divorced
| 34,460 | 895,960 | 8 |
Y
|
No
| 49 | 3 | 1 | 80 | 4 | 31 | 3 | 3 | 21 | 10 | 9 | 15 |
53 |
No
|
Travel_Rarely
| 220 |
Sales
| 11 | 1 |
Medical
| 1 | 495 | 3 |
Female
| 198 | 1 | 1 |
Sales Executive
| 2 |
Single
| 9,499 | 113,988 | 3 |
Y
|
Yes
| 19 | 3 | 4 | 80 | 3 | 1 | 2 | 3 | 1 | 1 | 1 | 1 |
57 |
No
|
Travel_Frequently
| 1,104 |
Support
| 41 | 2 |
Marketing
| 1 | 496 | 4 |
Male
| 82 | 2 | 2 |
Research Scientist
| 3 |
Single
| 48,898 | 1,173,552 | 1 |
Y
|
No
| 42 | 1 | 1 | 80 | 1 | 22 | 4 | 4 | 14 | 6 | 6 | 14 |
24 |
Yes
|
Travel_Frequently
| 549 |
Sales
| 12 | 5 |
Other
| 1 | 497 | 3 |
Female
| 84 | 3 | 2 |
Research Director
| 2 |
Single
| 39,170 | 783,400 | 4 |
Y
|
Yes
| 12 | 1 | 3 | 80 | 3 | 7 | 3 | 1 | 5 | 4 | 3 | 3 |
43 |
No
|
Travel_Frequently
| 838 |
Research & Development
| 6 | 3 |
Marketing
| 1 | 498 | 3 |
Female
| 51 | 1 | 3 |
Developer
| 2 |
Married
| 18,865 | 94,325 | 7 |
Y
|
No
| 14 | 2 | 3 | 80 | 3 | 31 | 3 | 2 | 13 | 13 | 11 | 7 |
44 |
Yes
|
Travel_Frequently
| 1,447 |
Hardware
| 17 | 5 |
Human Resources
| 1 | 499 | 1 |
Male
| 169 | 4 | 4 |
Human Resources
| 1 |
Married
| 22,203 | 266,436 | 7 |
Y
|
Yes
| 25 | 3 | 1 | 80 | 2 | 27 | 2 | 1 | 9 | 6 | 3 | 9 |
45 |
Yes
|
Non-Travel
| 859 |
Hardware
| 18 | 4 |
Other
| 1 | 500 | 3 |
Female
| 197 | 4 | 2 |
Healthcare Representative
| 4 |
Divorced
| 37,799 | 907,176 | 8 |
Y
|
Yes
| 45 | 1 | 1 | 80 | 2 | 29 | 3 | 2 | 5 | 3 | 5 | 3 |
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