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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
57 |
Yes
|
Travel_Frequently
| 838 |
Support
| 16 | 3 |
Other
| 1 | 501 | 1 |
Male
| 200 | 4 | 1 |
Human Resources
| 1 |
Married
| 38,278 | 76,556 | 8 |
Y
|
No
| 41 | 2 | 3 | 80 | 1 | 2 | 6 | 3 | 1 | 1 | 1 | 1 |
39 |
No
|
Non-Travel
| 1,234 |
Sales
| 13 | 4 |
Medical
| 1 | 502 | 1 |
Male
| 186 | 3 | 3 |
Human Resources
| 4 |
Single
| 38,727 | 38,727 | 7 |
Y
|
No
| 33 | 4 | 2 | 80 | 2 | 5 | 1 | 1 | 2 | 2 | 1 | 2 |
42 |
No
|
Non-Travel
| 679 |
Support
| 49 | 4 |
Technical Degree
| 1 | 503 | 1 |
Male
| 45 | 4 | 4 |
Developer
| 3 |
Single
| 22,494 | 517,362 | 4 |
Y
|
Yes
| 47 | 4 | 4 | 80 | 4 | 38 | 4 | 3 | 2 | 1 | 2 | 1 |
24 |
Yes
|
Non-Travel
| 1,407 |
Human Resources
| 10 | 4 |
Human Resources
| 1 | 504 | 4 |
Male
| 149 | 4 | 2 |
Healthcare Representative
| 1 |
Married
| 35,550 | 639,900 | 4 |
Y
|
No
| 40 | 1 | 4 | 80 | 2 | 27 | 2 | 2 | 25 | 15 | 24 | 10 |
28 |
Yes
|
Travel_Rarely
| 868 |
Human Resources
| 1 | 4 |
Human Resources
| 1 | 505 | 1 |
Male
| 67 | 3 | 5 |
Manager
| 3 |
Married
| 27,657 | 110,628 | 1 |
Y
|
No
| 24 | 3 | 4 | 80 | 4 | 19 | 3 | 4 | 9 | 3 | 2 | 5 |
45 |
No
|
Non-Travel
| 1,334 |
Human Resources
| 22 | 3 |
Technical Degree
| 1 | 506 | 4 |
Female
| 122 | 4 | 5 |
Developer
| 4 |
Divorced
| 32,494 | 584,892 | 1 |
Y
|
No
| 7 | 4 | 1 | 80 | 4 | 25 | 5 | 4 | 17 | 15 | 11 | 7 |
37 |
No
|
Non-Travel
| 885 |
Software
| 28 | 4 |
Medical
| 1 | 507 | 2 |
Female
| 83 | 2 | 4 |
Manager
| 4 |
Divorced
| 5,499 | 153,972 | 2 |
Y
|
No
| 29 | 1 | 1 | 80 | 1 | 31 | 4 | 3 | 5 | 3 | 4 | 1 |
56 |
No
|
Travel_Rarely
| 725 |
Sales
| 13 | 1 |
Other
| 1 | 508 | 3 |
Female
| 39 | 1 | 4 |
Healthcare Representative
| 3 |
Divorced
| 18,906 | 264,684 | 8 |
Y
|
No
| 33 | 3 | 1 | 80 | 4 | 25 | 3 | 2 | 14 | 12 | 3 | 4 |
28 |
Yes
|
Travel_Rarely
| 881 |
Human Resources
| 11 | 1 |
Human Resources
| 1 | 509 | 4 |
Female
| 175 | 1 | 3 |
Manufacturing Director
| 4 |
Married
| 17,790 | 480,330 | 1 |
Y
|
Yes
| 46 | 3 | 4 | 80 | 4 | 20 | 3 | 1 | 13 | 5 | 5 | 12 |
52 |
Yes
|
Travel_Rarely
| 581 |
Hardware
| 45 | 4 |
Technical Degree
| 1 | 510 | 1 |
Female
| 165 | 1 | 2 |
Research Scientist
| 4 |
Married
| 29,094 | 523,692 | 5 |
Y
|
Yes
| 18 | 4 | 2 | 80 | 4 | 26 | 3 | 4 | 6 | 5 | 3 | 6 |
60 |
Yes
|
Non-Travel
| 1,322 |
Hardware
| 35 | 3 |
Marketing
| 1 | 511 | 1 |
Female
| 118 | 2 | 4 |
Developer
| 1 |
Single
| 50,767 | 507,670 | 3 |
Y
|
No
| 3 | 4 | 4 | 80 | 3 | 10 | 2 | 4 | 6 | 1 | 4 | 1 |
20 |
Yes
|
Travel_Frequently
| 306 |
Research & Development
| 49 | 3 |
Medical
| 1 | 512 | 2 |
Female
| 191 | 1 | 2 |
Manager
| 4 |
Single
| 9,395 | 18,790 | 5 |
Y
|
No
| 4 | 3 | 1 | 80 | 3 | 13 | 5 | 4 | 4 | 4 | 3 | 2 |
45 |
No
|
Travel_Rarely
| 586 |
Software
| 23 | 4 |
Other
| 1 | 513 | 1 |
Female
| 83 | 3 | 3 |
Manufacturing Director
| 1 |
Single
| 18,819 | 244,647 | 3 |
Y
|
No
| 18 | 2 | 1 | 80 | 4 | 12 | 2 | 4 | 6 | 2 | 4 | 3 |
18 |
Yes
|
Travel_Rarely
| 870 |
Software
| 37 | 5 |
Life Sciences
| 1 | 514 | 4 |
Male
| 44 | 2 | 4 |
Sales Representative
| 3 |
Single
| 47,152 | 471,520 | 7 |
Y
|
Yes
| 12 | 2 | 4 | 80 | 4 | 26 | 3 | 1 | 10 | 8 | 2 | 4 |
35 |
Yes
|
Travel_Frequently
| 135 |
Research & Development
| 43 | 5 |
Human Resources
| 1 | 515 | 1 |
Female
| 172 | 3 | 4 |
Healthcare Representative
| 2 |
Single
| 5,867 | 52,803 | 3 |
Y
|
Yes
| 7 | 3 | 2 | 80 | 1 | 28 | 5 | 2 | 13 | 9 | 1 | 13 |
54 |
Yes
|
Travel_Frequently
| 1,018 |
Hardware
| 40 | 4 |
Other
| 1 | 516 | 4 |
Female
| 32 | 3 | 1 |
Sales Executive
| 3 |
Married
| 28,794 | 86,382 | 8 |
Y
|
No
| 5 | 1 | 3 | 80 | 4 | 18 | 6 | 4 | 6 | 3 | 2 | 2 |
27 |
Yes
|
Travel_Rarely
| 544 |
Support
| 36 | 5 |
Life Sciences
| 1 | 517 | 3 |
Female
| 149 | 4 | 4 |
Sales Representative
| 4 |
Married
| 5,385 | 161,550 | 1 |
Y
|
Yes
| 22 | 3 | 3 | 80 | 2 | 2 | 6 | 4 | 1 | 1 | 1 | 1 |
49 |
Yes
|
Non-Travel
| 485 |
Software
| 39 | 1 |
Life Sciences
| 1 | 518 | 2 |
Male
| 38 | 3 | 2 |
Sales Representative
| 4 |
Divorced
| 6,708 | 201,240 | 6 |
Y
|
No
| 49 | 2 | 2 | 80 | 4 | 36 | 2 | 4 | 19 | 11 | 10 | 11 |
35 |
No
|
Non-Travel
| 118 |
Software
| 18 | 4 |
Technical Degree
| 1 | 519 | 1 |
Female
| 77 | 4 | 5 |
Research Scientist
| 4 |
Married
| 32,478 | 324,780 | 1 |
Y
|
Yes
| 27 | 3 | 4 | 80 | 1 | 7 | 2 | 1 | 4 | 1 | 1 | 1 |
48 |
No
|
Travel_Rarely
| 723 |
Human Resources
| 45 | 3 |
Life Sciences
| 1 | 520 | 2 |
Female
| 99 | 2 | 5 |
Research Director
| 4 |
Divorced
| 17,088 | 512,640 | 2 |
Y
|
Yes
| 12 | 1 | 2 | 80 | 3 | 24 | 2 | 2 | 2 | 2 | 1 | 2 |
27 |
No
|
Non-Travel
| 1,092 |
Human Resources
| 25 | 4 |
Technical Degree
| 1 | 521 | 1 |
Female
| 74 | 1 | 5 |
Developer
| 1 |
Single
| 43,978 | 307,846 | 4 |
Y
|
No
| 31 | 3 | 2 | 80 | 1 | 35 | 5 | 4 | 17 | 12 | 8 | 13 |
35 |
No
|
Non-Travel
| 996 |
Hardware
| 49 | 2 |
Other
| 1 | 522 | 3 |
Female
| 99 | 3 | 5 |
Laboratory Technician
| 3 |
Single
| 3,439 | 37,829 | 8 |
Y
|
No
| 17 | 4 | 2 | 80 | 3 | 19 | 1 | 2 | 9 | 5 | 7 | 6 |
32 |
No
|
Travel_Rarely
| 811 |
Sales
| 30 | 5 |
Life Sciences
| 1 | 523 | 4 |
Female
| 163 | 2 | 3 |
Manufacturing Director
| 1 |
Divorced
| 14,983 | 254,711 | 6 |
Y
|
Yes
| 35 | 3 | 4 | 80 | 4 | 2 | 4 | 3 | 2 | 2 | 2 | 1 |
20 |
No
|
Non-Travel
| 645 |
Sales
| 49 | 5 |
Life Sciences
| 1 | 524 | 2 |
Female
| 157 | 4 | 3 |
Manager
| 4 |
Single
| 12,947 | 181,258 | 0 |
Y
|
Yes
| 46 | 3 | 3 | 80 | 3 | 18 | 4 | 2 | 18 | 7 | 2 | 13 |
29 |
No
|
Travel_Rarely
| 221 |
Research & Development
| 16 | 4 |
Technical Degree
| 1 | 525 | 2 |
Male
| 32 | 4 | 4 |
Healthcare Representative
| 2 |
Married
| 32,775 | 983,250 | 7 |
Y
|
Yes
| 36 | 4 | 2 | 80 | 3 | 8 | 2 | 3 | 8 | 4 | 8 | 1 |
24 |
Yes
|
Travel_Rarely
| 493 |
Research & Development
| 49 | 1 |
Other
| 1 | 526 | 4 |
Female
| 39 | 3 | 5 |
Research Scientist
| 4 |
Married
| 45,374 | 453,740 | 2 |
Y
|
No
| 3 | 1 | 3 | 80 | 3 | 17 | 2 | 3 | 13 | 9 | 4 | 2 |
44 |
Yes
|
Travel_Frequently
| 751 |
Human Resources
| 29 | 1 |
Other
| 1 | 527 | 4 |
Male
| 117 | 1 | 5 |
Sales Executive
| 4 |
Divorced
| 31,565 | 441,910 | 1 |
Y
|
No
| 0 | 3 | 1 | 80 | 4 | 40 | 2 | 3 | 8 | 4 | 3 | 2 |
18 |
No
|
Travel_Rarely
| 878 |
Hardware
| 28 | 5 |
Technical Degree
| 1 | 528 | 3 |
Female
| 94 | 4 | 3 |
Sales Executive
| 1 |
Married
| 46,690 | 793,730 | 0 |
Y
|
No
| 49 | 1 | 2 | 80 | 1 | 39 | 1 | 4 | 16 | 14 | 4 | 6 |
31 |
Yes
|
Non-Travel
| 207 |
Software
| 7 | 1 |
Medical
| 1 | 529 | 3 |
Female
| 153 | 4 | 2 |
Research Director
| 1 |
Married
| 3,989 | 115,681 | 7 |
Y
|
No
| 34 | 4 | 1 | 80 | 4 | 13 | 2 | 3 | 6 | 2 | 1 | 1 |
51 |
No
|
Travel_Rarely
| 1,183 |
Research & Development
| 40 | 2 |
Human Resources
| 1 | 530 | 4 |
Male
| 108 | 1 | 4 |
Laboratory Technician
| 1 |
Single
| 2,113 | 12,678 | 6 |
Y
|
Yes
| 33 | 2 | 2 | 80 | 1 | 15 | 2 | 3 | 13 | 9 | 12 | 10 |
34 |
No
|
Travel_Rarely
| 1,483 |
Sales
| 30 | 4 |
Other
| 1 | 531 | 3 |
Female
| 102 | 3 | 3 |
Laboratory Technician
| 4 |
Divorced
| 37,801 | 982,826 | 1 |
Y
|
Yes
| 13 | 3 | 3 | 80 | 1 | 7 | 4 | 2 | 3 | 2 | 3 | 2 |
46 |
Yes
|
Travel_Frequently
| 461 |
Sales
| 15 | 1 |
Other
| 1 | 532 | 2 |
Female
| 174 | 1 | 1 |
Manager
| 2 |
Single
| 45,755 | 823,590 | 6 |
Y
|
No
| 31 | 3 | 4 | 80 | 3 | 4 | 4 | 1 | 1 | 1 | 1 | 1 |
59 |
Yes
|
Travel_Frequently
| 588 |
Human Resources
| 19 | 2 |
Technical Degree
| 1 | 533 | 2 |
Female
| 35 | 2 | 3 |
Sales Representative
| 3 |
Single
| 38,706 | 38,706 | 0 |
Y
|
Yes
| 29 | 2 | 1 | 80 | 2 | 5 | 4 | 3 | 4 | 2 | 2 | 1 |
57 |
Yes
|
Travel_Frequently
| 525 |
Human Resources
| 49 | 4 |
Medical
| 1 | 534 | 4 |
Female
| 70 | 2 | 4 |
Research Scientist
| 4 |
Divorced
| 16,551 | 380,673 | 2 |
Y
|
Yes
| 19 | 4 | 4 | 80 | 1 | 7 | 1 | 1 | 6 | 1 | 3 | 1 |
37 |
Yes
|
Travel_Frequently
| 707 |
Sales
| 12 | 2 |
Marketing
| 1 | 535 | 4 |
Male
| 34 | 3 | 5 |
Research Director
| 2 |
Divorced
| 12,752 | 102,016 | 0 |
Y
|
Yes
| 14 | 2 | 2 | 80 | 1 | 21 | 2 | 2 | 9 | 3 | 7 | 8 |
28 |
Yes
|
Travel_Frequently
| 587 |
Hardware
| 37 | 2 |
Life Sciences
| 1 | 536 | 1 |
Female
| 136 | 2 | 1 |
Research Director
| 4 |
Married
| 2,669 | 80,070 | 8 |
Y
|
Yes
| 25 | 2 | 2 | 80 | 1 | 26 | 6 | 3 | 24 | 11 | 22 | 23 |
21 |
Yes
|
Travel_Rarely
| 1,291 |
Support
| 48 | 3 |
Medical
| 1 | 537 | 2 |
Male
| 183 | 3 | 1 |
Manufacturing Director
| 1 |
Married
| 44,237 | 530,844 | 5 |
Y
|
Yes
| 1 | 4 | 3 | 80 | 1 | 7 | 3 | 4 | 6 | 1 | 5 | 3 |
48 |
No
|
Non-Travel
| 925 |
Hardware
| 45 | 1 |
Technical Degree
| 1 | 538 | 4 |
Female
| 36 | 1 | 5 |
Research Director
| 2 |
Married
| 29,087 | 116,348 | 5 |
Y
|
No
| 20 | 3 | 4 | 80 | 2 | 36 | 6 | 2 | 32 | 21 | 6 | 3 |
36 |
No
|
Non-Travel
| 1,184 |
Human Resources
| 31 | 2 |
Life Sciences
| 1 | 539 | 1 |
Male
| 106 | 4 | 5 |
Healthcare Representative
| 3 |
Married
| 17,560 | 87,800 | 5 |
Y
|
No
| 43 | 2 | 4 | 80 | 1 | 25 | 3 | 4 | 5 | 4 | 1 | 2 |
56 |
No
|
Non-Travel
| 1,170 |
Software
| 12 | 5 |
Life Sciences
| 1 | 540 | 2 |
Male
| 47 | 1 | 2 |
Developer
| 3 |
Single
| 5,514 | 60,654 | 8 |
Y
|
No
| 2 | 4 | 1 | 80 | 1 | 15 | 3 | 1 | 10 | 1 | 9 | 2 |
39 |
Yes
|
Travel_Frequently
| 508 |
Human Resources
| 31 | 4 |
Marketing
| 1 | 541 | 1 |
Male
| 74 | 4 | 1 |
Manufacturing Director
| 4 |
Single
| 43,954 | 483,494 | 4 |
Y
|
No
| 31 | 4 | 2 | 80 | 3 | 2 | 5 | 1 | 1 | 1 | 1 | 1 |
31 |
Yes
|
Non-Travel
| 173 |
Software
| 9 | 1 |
Medical
| 1 | 542 | 3 |
Male
| 136 | 1 | 2 |
Sales Representative
| 2 |
Married
| 14,355 | 86,130 | 5 |
Y
|
Yes
| 19 | 1 | 3 | 80 | 1 | 4 | 4 | 2 | 1 | 1 | 1 | 1 |
28 |
Yes
|
Travel_Frequently
| 385 |
Hardware
| 44 | 3 |
Life Sciences
| 1 | 543 | 1 |
Male
| 155 | 1 | 5 |
Research Director
| 2 |
Married
| 16,541 | 446,607 | 1 |
Y
|
Yes
| 49 | 1 | 2 | 80 | 1 | 20 | 3 | 3 | 1 | 1 | 1 | 1 |
37 |
No
|
Non-Travel
| 562 |
Sales
| 2 | 1 |
Life Sciences
| 1 | 544 | 1 |
Male
| 174 | 4 | 1 |
Sales Executive
| 3 |
Married
| 30,899 | 30,899 | 0 |
Y
|
No
| 6 | 3 | 1 | 80 | 4 | 11 | 3 | 4 | 11 | 7 | 2 | 9 |
23 |
No
|
Travel_Frequently
| 1,332 |
Software
| 30 | 4 |
Technical Degree
| 1 | 545 | 4 |
Male
| 197 | 1 | 1 |
Research Director
| 3 |
Divorced
| 29,640 | 118,560 | 2 |
Y
|
No
| 41 | 4 | 4 | 80 | 4 | 34 | 5 | 2 | 32 | 6 | 27 | 18 |
20 |
No
|
Travel_Rarely
| 437 |
Hardware
| 33 | 1 |
Human Resources
| 1 | 546 | 3 |
Female
| 74 | 2 | 5 |
Sales Executive
| 1 |
Married
| 30,430 | 882,470 | 8 |
Y
|
No
| 9 | 2 | 4 | 80 | 2 | 11 | 6 | 3 | 1 | 1 | 1 | 1 |
46 |
Yes
|
Non-Travel
| 102 |
Human Resources
| 46 | 5 |
Human Resources
| 1 | 547 | 3 |
Male
| 99 | 3 | 3 |
Laboratory Technician
| 3 |
Divorced
| 10,778 | 183,226 | 0 |
Y
|
No
| 5 | 1 | 4 | 80 | 2 | 32 | 3 | 2 | 26 | 25 | 9 | 1 |
41 |
No
|
Travel_Frequently
| 1,219 |
Support
| 42 | 5 |
Other
| 1 | 548 | 1 |
Female
| 34 | 4 | 3 |
Human Resources
| 1 |
Divorced
| 49,426 | 1,136,798 | 1 |
Y
|
Yes
| 43 | 4 | 4 | 80 | 4 | 12 | 4 | 1 | 2 | 1 | 2 | 2 |
26 |
No
|
Travel_Frequently
| 526 |
Human Resources
| 25 | 1 |
Marketing
| 1 | 549 | 4 |
Male
| 196 | 3 | 3 |
Manager
| 1 |
Married
| 26,327 | 684,502 | 2 |
Y
|
Yes
| 46 | 2 | 1 | 80 | 2 | 37 | 2 | 3 | 4 | 3 | 2 | 4 |
42 |
Yes
|
Travel_Frequently
| 801 |
Sales
| 17 | 4 |
Technical Degree
| 1 | 550 | 1 |
Female
| 83 | 1 | 2 |
Manager
| 2 |
Divorced
| 30,558 | 580,602 | 6 |
Y
|
No
| 38 | 3 | 3 | 80 | 4 | 23 | 6 | 2 | 16 | 14 | 4 | 4 |
33 |
Yes
|
Travel_Frequently
| 994 |
Software
| 15 | 5 |
Other
| 1 | 551 | 3 |
Male
| 68 | 4 | 3 |
Human Resources
| 2 |
Divorced
| 34,216 | 307,944 | 0 |
Y
|
No
| 49 | 4 | 3 | 80 | 4 | 10 | 4 | 4 | 10 | 3 | 6 | 10 |
19 |
No
|
Non-Travel
| 313 |
Support
| 16 | 4 |
Medical
| 1 | 552 | 1 |
Male
| 66 | 3 | 5 |
Sales Executive
| 4 |
Married
| 43,661 | 611,254 | 6 |
Y
|
No
| 38 | 2 | 3 | 80 | 1 | 8 | 5 | 2 | 3 | 2 | 3 | 3 |
56 |
Yes
|
Travel_Frequently
| 1,458 |
Hardware
| 17 | 3 |
Marketing
| 1 | 553 | 2 |
Female
| 146 | 1 | 5 |
Sales Executive
| 1 |
Married
| 19,646 | 58,938 | 6 |
Y
|
No
| 20 | 2 | 3 | 80 | 4 | 5 | 3 | 1 | 1 | 1 | 1 | 1 |
32 |
No
|
Non-Travel
| 1,357 |
Research & Development
| 32 | 2 |
Other
| 1 | 554 | 3 |
Male
| 44 | 1 | 4 |
Developer
| 2 |
Divorced
| 37,368 | 298,944 | 3 |
Y
|
Yes
| 29 | 1 | 2 | 80 | 2 | 35 | 4 | 1 | 6 | 4 | 5 | 1 |
60 |
Yes
|
Travel_Frequently
| 291 |
Research & Development
| 32 | 1 |
Life Sciences
| 1 | 555 | 1 |
Male
| 74 | 4 | 1 |
Laboratory Technician
| 2 |
Single
| 12,255 | 306,375 | 5 |
Y
|
Yes
| 26 | 1 | 4 | 80 | 3 | 13 | 3 | 4 | 10 | 3 | 3 | 1 |
39 |
No
|
Non-Travel
| 304 |
Hardware
| 8 | 2 |
Life Sciences
| 1 | 556 | 4 |
Female
| 84 | 1 | 1 |
Research Director
| 3 |
Married
| 38,600 | 733,400 | 3 |
Y
|
No
| 3 | 2 | 3 | 80 | 2 | 23 | 2 | 4 | 10 | 5 | 7 | 9 |
19 |
No
|
Travel_Rarely
| 773 |
Support
| 45 | 3 |
Medical
| 1 | 557 | 2 |
Male
| 149 | 4 | 5 |
Laboratory Technician
| 2 |
Single
| 45,664 | 547,968 | 0 |
Y
|
No
| 21 | 1 | 1 | 80 | 4 | 32 | 4 | 2 | 5 | 5 | 1 | 3 |
35 |
No
|
Travel_Frequently
| 644 |
Research & Development
| 5 | 1 |
Marketing
| 1 | 558 | 4 |
Female
| 196 | 4 | 5 |
Sales Executive
| 1 |
Divorced
| 29,591 | 562,229 | 2 |
Y
|
No
| 45 | 3 | 2 | 80 | 4 | 37 | 5 | 4 | 37 | 6 | 9 | 9 |
46 |
No
|
Travel_Rarely
| 1,051 |
Research & Development
| 48 | 2 |
Technical Degree
| 1 | 559 | 3 |
Female
| 63 | 3 | 4 |
Sales Representative
| 2 |
Divorced
| 32,843 | 985,290 | 5 |
Y
|
No
| 47 | 4 | 1 | 80 | 2 | 5 | 6 | 2 | 2 | 2 | 2 | 2 |
28 |
No
|
Travel_Rarely
| 248 |
Hardware
| 9 | 5 |
Marketing
| 1 | 560 | 3 |
Female
| 174 | 3 | 4 |
Sales Executive
| 3 |
Divorced
| 44,641 | 758,897 | 4 |
Y
|
No
| 18 | 3 | 3 | 80 | 4 | 9 | 3 | 4 | 7 | 5 | 7 | 7 |
29 |
No
|
Non-Travel
| 628 |
Sales
| 23 | 1 |
Marketing
| 1 | 561 | 4 |
Female
| 155 | 2 | 1 |
Research Scientist
| 1 |
Married
| 43,234 | 86,468 | 1 |
Y
|
Yes
| 34 | 1 | 1 | 80 | 2 | 27 | 4 | 2 | 8 | 3 | 7 | 2 |
31 |
No
|
Non-Travel
| 442 |
Support
| 50 | 4 |
Marketing
| 1 | 562 | 4 |
Male
| 163 | 2 | 4 |
Healthcare Representative
| 2 |
Married
| 41,282 | 123,846 | 1 |
Y
|
Yes
| 32 | 3 | 1 | 80 | 2 | 35 | 5 | 1 | 5 | 3 | 4 | 4 |
43 |
No
|
Travel_Rarely
| 758 |
Research & Development
| 22 | 5 |
Medical
| 1 | 563 | 2 |
Female
| 176 | 2 | 2 |
Laboratory Technician
| 2 |
Married
| 30,071 | 902,130 | 7 |
Y
|
Yes
| 11 | 2 | 3 | 80 | 4 | 24 | 3 | 3 | 6 | 4 | 4 | 5 |
27 |
No
|
Non-Travel
| 1,470 |
Software
| 38 | 1 |
Medical
| 1 | 564 | 1 |
Female
| 94 | 3 | 3 |
Research Scientist
| 2 |
Single
| 13,049 | 39,147 | 5 |
Y
|
Yes
| 24 | 4 | 2 | 80 | 1 | 35 | 1 | 3 | 15 | 11 | 5 | 9 |
24 |
Yes
|
Non-Travel
| 264 |
Research & Development
| 24 | 2 |
Life Sciences
| 1 | 565 | 3 |
Male
| 158 | 4 | 4 |
Human Resources
| 3 |
Single
| 18,834 | 263,676 | 0 |
Y
|
Yes
| 22 | 1 | 1 | 80 | 3 | 15 | 1 | 4 | 11 | 10 | 7 | 8 |
36 |
Yes
|
Travel_Rarely
| 1,110 |
Sales
| 26 | 2 |
Medical
| 1 | 566 | 1 |
Female
| 92 | 4 | 5 |
Healthcare Representative
| 1 |
Single
| 23,537 | 23,537 | 4 |
Y
|
No
| 17 | 1 | 4 | 80 | 1 | 38 | 1 | 4 | 32 | 14 | 14 | 3 |
19 |
No
|
Non-Travel
| 1,282 |
Research & Development
| 25 | 2 |
Other
| 1 | 567 | 4 |
Female
| 31 | 2 | 5 |
Human Resources
| 2 |
Married
| 30,268 | 393,484 | 0 |
Y
|
No
| 38 | 3 | 4 | 80 | 3 | 37 | 4 | 2 | 21 | 19 | 18 | 13 |
44 |
Yes
|
Non-Travel
| 970 |
Research & Development
| 26 | 4 |
Technical Degree
| 1 | 568 | 4 |
Male
| 82 | 4 | 3 |
Laboratory Technician
| 2 |
Divorced
| 3,931 | 70,758 | 0 |
Y
|
Yes
| 25 | 4 | 1 | 80 | 2 | 36 | 1 | 3 | 36 | 29 | 5 | 15 |
59 |
Yes
|
Travel_Rarely
| 538 |
Sales
| 43 | 4 |
Life Sciences
| 1 | 569 | 3 |
Female
| 97 | 2 | 5 |
Research Director
| 4 |
Single
| 23,915 | 95,660 | 6 |
Y
|
Yes
| 39 | 4 | 1 | 80 | 1 | 25 | 4 | 1 | 5 | 1 | 3 | 2 |
34 |
No
|
Non-Travel
| 1,476 |
Support
| 1 | 4 |
Other
| 1 | 570 | 2 |
Female
| 108 | 4 | 4 |
Manufacturing Director
| 3 |
Single
| 18,711 | 187,110 | 2 |
Y
|
No
| 18 | 2 | 2 | 80 | 2 | 22 | 2 | 3 | 6 | 4 | 1 | 4 |
37 |
Yes
|
Travel_Rarely
| 973 |
Human Resources
| 45 | 3 |
Medical
| 1 | 571 | 4 |
Male
| 102 | 1 | 1 |
Laboratory Technician
| 4 |
Married
| 10,590 | 264,750 | 8 |
Y
|
Yes
| 16 | 1 | 4 | 80 | 1 | 11 | 2 | 3 | 7 | 3 | 4 | 6 |
28 |
No
|
Travel_Rarely
| 602 |
Support
| 10 | 1 |
Marketing
| 1 | 572 | 4 |
Female
| 169 | 2 | 3 |
Research Scientist
| 2 |
Married
| 16,696 | 16,696 | 8 |
Y
|
No
| 12 | 1 | 3 | 80 | 2 | 21 | 4 | 3 | 17 | 16 | 7 | 2 |
30 |
Yes
|
Travel_Rarely
| 399 |
Sales
| 10 | 5 |
Marketing
| 1 | 573 | 4 |
Female
| 147 | 4 | 1 |
Manager
| 2 |
Divorced
| 44,740 | 850,060 | 7 |
Y
|
Yes
| 10 | 3 | 2 | 80 | 1 | 19 | 5 | 2 | 18 | 12 | 13 | 16 |
51 |
Yes
|
Travel_Rarely
| 479 |
Software
| 28 | 3 |
Medical
| 1 | 574 | 2 |
Male
| 168 | 1 | 1 |
Laboratory Technician
| 1 |
Married
| 47,137 | 329,959 | 5 |
Y
|
No
| 20 | 3 | 1 | 80 | 2 | 16 | 3 | 1 | 12 | 8 | 7 | 2 |
57 |
Yes
|
Travel_Rarely
| 1,122 |
Sales
| 16 | 2 |
Other
| 1 | 575 | 1 |
Female
| 56 | 4 | 3 |
Research Director
| 4 |
Divorced
| 20,119 | 261,547 | 2 |
Y
|
No
| 7 | 4 | 2 | 80 | 3 | 22 | 4 | 4 | 5 | 5 | 1 | 1 |
41 |
No
|
Travel_Rarely
| 1,179 |
Human Resources
| 48 | 3 |
Marketing
| 1 | 576 | 3 |
Female
| 51 | 4 | 5 |
Developer
| 2 |
Divorced
| 33,031 | 396,372 | 3 |
Y
|
Yes
| 39 | 4 | 4 | 80 | 1 | 6 | 3 | 3 | 1 | 1 | 1 | 1 |
25 |
Yes
|
Non-Travel
| 717 |
Support
| 26 | 4 |
Marketing
| 1 | 577 | 4 |
Male
| 187 | 1 | 4 |
Manufacturing Director
| 3 |
Divorced
| 4,731 | 28,386 | 2 |
Y
|
Yes
| 20 | 3 | 2 | 80 | 3 | 36 | 1 | 3 | 18 | 11 | 6 | 16 |
26 |
No
|
Travel_Frequently
| 559 |
Human Resources
| 34 | 2 |
Human Resources
| 1 | 578 | 2 |
Female
| 122 | 2 | 3 |
Manufacturing Director
| 2 |
Divorced
| 6,348 | 57,132 | 2 |
Y
|
No
| 9 | 1 | 1 | 80 | 3 | 39 | 3 | 3 | 36 | 20 | 30 | 22 |
52 |
No
|
Non-Travel
| 162 |
Software
| 3 | 4 |
Human Resources
| 1 | 579 | 2 |
Male
| 46 | 4 | 5 |
Manager
| 4 |
Single
| 13,455 | 67,275 | 7 |
Y
|
No
| 21 | 4 | 2 | 80 | 4 | 31 | 5 | 4 | 27 | 21 | 16 | 22 |
46 |
Yes
|
Non-Travel
| 1,141 |
Support
| 30 | 2 |
Other
| 1 | 580 | 4 |
Male
| 192 | 4 | 4 |
Human Resources
| 1 |
Divorced
| 22,366 | 357,856 | 3 |
Y
|
No
| 18 | 4 | 2 | 80 | 4 | 36 | 1 | 3 | 9 | 3 | 3 | 6 |
33 |
No
|
Travel_Rarely
| 1,461 |
Research & Development
| 47 | 4 |
Other
| 1 | 581 | 4 |
Male
| 174 | 4 | 2 |
Human Resources
| 1 |
Single
| 29,313 | 29,313 | 5 |
Y
|
Yes
| 16 | 4 | 1 | 80 | 3 | 23 | 4 | 3 | 5 | 3 | 1 | 4 |
38 |
No
|
Non-Travel
| 200 |
Human Resources
| 25 | 4 |
Marketing
| 1 | 582 | 4 |
Female
| 155 | 2 | 2 |
Research Director
| 1 |
Single
| 32,790 | 754,170 | 3 |
Y
|
No
| 27 | 1 | 1 | 80 | 2 | 18 | 3 | 2 | 9 | 9 | 5 | 3 |
47 |
No
|
Non-Travel
| 819 |
Sales
| 50 | 1 |
Life Sciences
| 1 | 583 | 1 |
Male
| 161 | 1 | 4 |
Research Scientist
| 3 |
Single
| 46,806 | 1,216,956 | 3 |
Y
|
No
| 0 | 3 | 4 | 80 | 3 | 14 | 1 | 1 | 12 | 12 | 2 | 10 |
50 |
Yes
|
Non-Travel
| 1,173 |
Software
| 20 | 1 |
Life Sciences
| 1 | 584 | 3 |
Female
| 76 | 3 | 5 |
Manufacturing Director
| 3 |
Married
| 9,846 | 236,304 | 6 |
Y
|
Yes
| 22 | 3 | 4 | 80 | 1 | 26 | 6 | 2 | 5 | 2 | 4 | 2 |
56 |
No
|
Travel_Rarely
| 627 |
Hardware
| 49 | 1 |
Other
| 1 | 585 | 2 |
Female
| 45 | 1 | 2 |
Laboratory Technician
| 2 |
Divorced
| 23,255 | 372,080 | 4 |
Y
|
Yes
| 21 | 3 | 3 | 80 | 4 | 36 | 4 | 3 | 15 | 10 | 3 | 9 |
22 |
Yes
|
Non-Travel
| 818 |
Sales
| 1 | 3 |
Other
| 1 | 586 | 4 |
Female
| 81 | 4 | 5 |
Developer
| 3 |
Divorced
| 26,045 | 130,225 | 0 |
Y
|
No
| 25 | 3 | 4 | 80 | 2 | 15 | 6 | 2 | 14 | 6 | 6 | 14 |
43 |
No
|
Travel_Rarely
| 815 |
Research & Development
| 45 | 1 |
Medical
| 1 | 587 | 1 |
Female
| 96 | 4 | 1 |
Healthcare Representative
| 1 |
Single
| 36,590 | 768,390 | 8 |
Y
|
No
| 9 | 3 | 4 | 80 | 1 | 32 | 5 | 2 | 9 | 9 | 5 | 5 |
47 |
No
|
Non-Travel
| 768 |
Hardware
| 1 | 1 |
Marketing
| 1 | 588 | 1 |
Male
| 79 | 1 | 4 |
Human Resources
| 4 |
Divorced
| 6,794 | 101,910 | 7 |
Y
|
Yes
| 6 | 2 | 2 | 80 | 1 | 39 | 2 | 3 | 4 | 3 | 4 | 3 |
56 |
No
|
Non-Travel
| 517 |
Human Resources
| 40 | 3 |
Medical
| 1 | 589 | 2 |
Female
| 171 | 1 | 3 |
Developer
| 1 |
Married
| 10,518 | 294,504 | 1 |
Y
|
Yes
| 14 | 1 | 1 | 80 | 4 | 12 | 3 | 3 | 8 | 2 | 5 | 8 |
20 |
No
|
Travel_Rarely
| 1,400 |
Human Resources
| 31 | 1 |
Life Sciences
| 1 | 590 | 1 |
Female
| 48 | 4 | 3 |
Developer
| 1 |
Married
| 35,549 | 959,823 | 6 |
Y
|
Yes
| 47 | 3 | 3 | 80 | 1 | 10 | 1 | 4 | 6 | 3 | 4 | 5 |
30 |
No
|
Non-Travel
| 726 |
Software
| 41 | 2 |
Human Resources
| 1 | 591 | 4 |
Male
| 51 | 4 | 1 |
Research Scientist
| 4 |
Married
| 30,519 | 30,519 | 7 |
Y
|
No
| 2 | 1 | 4 | 80 | 1 | 28 | 3 | 3 | 11 | 5 | 2 | 9 |
51 |
No
|
Travel_Frequently
| 745 |
Research & Development
| 28 | 5 |
Technical Degree
| 1 | 592 | 3 |
Male
| 145 | 3 | 4 |
Developer
| 3 |
Married
| 3,687 | 14,748 | 3 |
Y
|
Yes
| 37 | 2 | 1 | 80 | 1 | 21 | 5 | 3 | 8 | 1 | 6 | 3 |
42 |
No
|
Non-Travel
| 367 |
Sales
| 44 | 2 |
Medical
| 1 | 593 | 3 |
Male
| 149 | 3 | 1 |
Sales Representative
| 2 |
Married
| 36,593 | 219,558 | 6 |
Y
|
No
| 18 | 2 | 2 | 80 | 4 | 34 | 5 | 1 | 10 | 9 | 9 | 3 |
46 |
No
|
Travel_Rarely
| 498 |
Support
| 41 | 3 |
Life Sciences
| 1 | 594 | 4 |
Male
| 85 | 1 | 5 |
Sales Representative
| 1 |
Married
| 9,808 | 147,120 | 4 |
Y
|
Yes
| 9 | 3 | 2 | 80 | 1 | 28 | 3 | 2 | 28 | 7 | 27 | 18 |
22 |
Yes
|
Non-Travel
| 979 |
Support
| 44 | 3 |
Medical
| 1 | 595 | 1 |
Male
| 150 | 1 | 2 |
Sales Representative
| 4 |
Single
| 41,201 | 329,608 | 3 |
Y
|
No
| 37 | 4 | 4 | 80 | 3 | 33 | 1 | 2 | 23 | 14 | 5 | 18 |
20 |
Yes
|
Non-Travel
| 514 |
Support
| 6 | 5 |
Life Sciences
| 1 | 596 | 4 |
Female
| 39 | 4 | 4 |
Sales Representative
| 4 |
Divorced
| 25,620 | 102,480 | 1 |
Y
|
No
| 34 | 2 | 2 | 80 | 1 | 30 | 3 | 4 | 24 | 17 | 3 | 4 |
43 |
Yes
|
Travel_Rarely
| 522 |
Sales
| 40 | 4 |
Life Sciences
| 1 | 597 | 2 |
Male
| 199 | 1 | 5 |
Sales Representative
| 4 |
Divorced
| 33,349 | 66,698 | 6 |
Y
|
No
| 0 | 1 | 4 | 80 | 2 | 37 | 5 | 1 | 34 | 32 | 29 | 31 |
59 |
Yes
|
Non-Travel
| 1,371 |
Support
| 24 | 1 |
Medical
| 1 | 598 | 2 |
Male
| 31 | 4 | 1 |
Healthcare Representative
| 4 |
Divorced
| 8,123 | 211,198 | 2 |
Y
|
No
| 1 | 3 | 4 | 80 | 3 | 16 | 3 | 1 | 11 | 4 | 6 | 5 |
48 |
Yes
|
Travel_Frequently
| 608 |
Research & Development
| 12 | 5 |
Marketing
| 1 | 599 | 3 |
Female
| 54 | 1 | 4 |
Sales Representative
| 3 |
Divorced
| 42,229 | 211,145 | 4 |
Y
|
Yes
| 13 | 4 | 4 | 80 | 4 | 21 | 5 | 2 | 17 | 1 | 17 | 4 |
39 |
Yes
|
Travel_Frequently
| 1,289 |
Human Resources
| 18 | 5 |
Technical Degree
| 1 | 600 | 1 |
Male
| 153 | 2 | 5 |
Research Director
| 1 |
Divorced
| 50,273 | 1,156,279 | 6 |
Y
|
No
| 27 | 3 | 4 | 80 | 2 | 25 | 6 | 2 | 2 | 2 | 2 | 1 |
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