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
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
18 |
Yes
|
Non-Travel
| 1,067 |
Hardware
| 4 | 2 |
Technical Degree
| 1 | 3,401 | 4 |
Female
| 169 | 3 | 5 |
Sales Representative
| 1 |
Single
| 48,873 | 1,319,571 | 7 |
Y
|
Yes
| 37 | 4 | 3 | 80 | 2 | 40 | 4 | 2 | 1 | 1 | 1 | 1 |
18 |
Yes
|
Non-Travel
| 160 |
Human Resources
| 35 | 3 |
Marketing
| 1 | 3,402 | 2 |
Female
| 171 | 1 | 4 |
Sales Executive
| 4 |
Single
| 12,395 | 247,900 | 3 |
Y
|
Yes
| 23 | 4 | 3 | 80 | 2 | 16 | 1 | 1 | 9 | 9 | 3 | 6 |
42 |
No
|
Travel_Rarely
| 155 |
Sales
| 34 | 4 |
Technical Degree
| 1 | 3,403 | 3 |
Female
| 65 | 3 | 1 |
Developer
| 1 |
Married
| 44,232 | 44,232 | 6 |
Y
|
Yes
| 44 | 2 | 1 | 80 | 4 | 10 | 4 | 4 | 5 | 4 | 4 | 2 |
49 |
No
|
Non-Travel
| 1,476 |
Support
| 11 | 3 |
Medical
| 1 | 3,404 | 4 |
Male
| 132 | 2 | 2 |
Human Resources
| 2 |
Single
| 37,938 | 834,636 | 8 |
Y
|
Yes
| 7 | 3 | 2 | 80 | 3 | 32 | 2 | 3 | 1 | 1 | 1 | 1 |
37 |
No
|
Non-Travel
| 1,247 |
Hardware
| 14 | 2 |
Technical Degree
| 1 | 3,405 | 3 |
Female
| 125 | 1 | 3 |
Healthcare Representative
| 2 |
Divorced
| 1,406 | 4,218 | 6 |
Y
|
No
| 17 | 4 | 2 | 80 | 2 | 11 | 4 | 3 | 3 | 2 | 3 | 1 |
24 |
No
|
Travel_Rarely
| 718 |
Hardware
| 32 | 5 |
Life Sciences
| 1 | 3,406 | 3 |
Female
| 154 | 3 | 3 |
Human Resources
| 4 |
Single
| 33,996 | 441,948 | 6 |
Y
|
Yes
| 25 | 4 | 1 | 80 | 1 | 26 | 6 | 3 | 13 | 5 | 9 | 5 |
50 |
No
|
Non-Travel
| 204 |
Sales
| 50 | 2 |
Medical
| 1 | 3,407 | 4 |
Female
| 181 | 4 | 1 |
Manager
| 4 |
Married
| 11,733 | 234,660 | 3 |
Y
|
Yes
| 46 | 1 | 1 | 80 | 4 | 10 | 6 | 2 | 7 | 7 | 2 | 4 |
29 |
Yes
|
Non-Travel
| 897 |
Hardware
| 35 | 2 |
Other
| 1 | 3,408 | 4 |
Female
| 33 | 3 | 1 |
Manufacturing Director
| 3 |
Single
| 39,995 | 959,880 | 8 |
Y
|
No
| 6 | 2 | 1 | 80 | 4 | 37 | 6 | 2 | 10 | 3 | 7 | 2 |
37 |
No
|
Travel_Rarely
| 363 |
Hardware
| 7 | 3 |
Other
| 1 | 3,409 | 3 |
Female
| 195 | 3 | 3 |
Research Director
| 3 |
Single
| 49,197 | 1,229,925 | 5 |
Y
|
Yes
| 29 | 2 | 3 | 80 | 4 | 17 | 5 | 4 | 3 | 1 | 3 | 1 |
25 |
No
|
Travel_Frequently
| 367 |
Software
| 44 | 5 |
Human Resources
| 1 | 3,410 | 2 |
Male
| 33 | 2 | 1 |
Sales Representative
| 1 |
Divorced
| 43,204 | 907,284 | 2 |
Y
|
Yes
| 17 | 3 | 1 | 80 | 1 | 2 | 1 | 2 | 2 | 1 | 2 | 2 |
24 |
Yes
|
Travel_Frequently
| 1,105 |
Human Resources
| 36 | 3 |
Other
| 1 | 3,411 | 3 |
Female
| 184 | 2 | 4 |
Manufacturing Director
| 4 |
Married
| 13,370 | 80,220 | 6 |
Y
|
No
| 48 | 3 | 4 | 80 | 2 | 17 | 1 | 2 | 7 | 2 | 3 | 3 |
51 |
No
|
Non-Travel
| 638 |
Sales
| 29 | 1 |
Life Sciences
| 1 | 3,412 | 3 |
Male
| 159 | 2 | 5 |
Sales Representative
| 1 |
Single
| 19,630 | 39,260 | 5 |
Y
|
No
| 27 | 3 | 1 | 80 | 1 | 35 | 1 | 3 | 15 | 14 | 2 | 2 |
32 |
Yes
|
Travel_Rarely
| 775 |
Software
| 10 | 2 |
Technical Degree
| 1 | 3,413 | 4 |
Female
| 120 | 2 | 2 |
Human Resources
| 3 |
Divorced
| 8,490 | 178,290 | 3 |
Y
|
No
| 27 | 4 | 2 | 80 | 2 | 23 | 4 | 1 | 1 | 1 | 1 | 1 |
40 |
Yes
|
Travel_Rarely
| 1,227 |
Human Resources
| 48 | 1 |
Medical
| 1 | 3,414 | 4 |
Male
| 152 | 4 | 5 |
Manager
| 2 |
Married
| 21,194 | 21,194 | 7 |
Y
|
Yes
| 13 | 1 | 4 | 80 | 4 | 31 | 5 | 4 | 5 | 1 | 3 | 5 |
44 |
Yes
|
Travel_Frequently
| 403 |
Research & Development
| 23 | 3 |
Other
| 1 | 3,415 | 2 |
Male
| 196 | 1 | 3 |
Healthcare Representative
| 4 |
Single
| 32,111 | 738,553 | 5 |
Y
|
Yes
| 9 | 2 | 3 | 80 | 1 | 14 | 5 | 4 | 3 | 3 | 1 | 3 |
26 |
No
|
Non-Travel
| 1,480 |
Research & Development
| 38 | 5 |
Marketing
| 1 | 3,416 | 4 |
Female
| 126 | 1 | 4 |
Manufacturing Director
| 1 |
Married
| 1,400 | 1,400 | 8 |
Y
|
No
| 46 | 1 | 4 | 80 | 3 | 25 | 5 | 1 | 12 | 1 | 5 | 10 |
36 |
No
|
Travel_Frequently
| 680 |
Human Resources
| 14 | 2 |
Marketing
| 1 | 3,417 | 4 |
Male
| 161 | 1 | 1 |
Manufacturing Director
| 3 |
Divorced
| 9,251 | 185,020 | 1 |
Y
|
Yes
| 25 | 2 | 4 | 80 | 1 | 9 | 6 | 4 | 7 | 1 | 4 | 7 |
51 |
No
|
Travel_Frequently
| 211 |
Hardware
| 45 | 4 |
Human Resources
| 1 | 3,418 | 3 |
Female
| 131 | 2 | 2 |
Sales Representative
| 3 |
Married
| 34,149 | 956,172 | 8 |
Y
|
No
| 11 | 3 | 4 | 80 | 1 | 34 | 1 | 4 | 30 | 5 | 7 | 7 |
44 |
No
|
Travel_Rarely
| 356 |
Support
| 5 | 1 |
Technical Degree
| 1 | 3,419 | 1 |
Female
| 62 | 2 | 4 |
Research Scientist
| 3 |
Divorced
| 20,503 | 287,042 | 2 |
Y
|
No
| 21 | 2 | 1 | 80 | 2 | 37 | 3 | 3 | 26 | 19 | 25 | 24 |
18 |
No
|
Travel_Rarely
| 1,169 |
Software
| 31 | 1 |
Other
| 1 | 3,420 | 3 |
Female
| 174 | 1 | 4 |
Research Scientist
| 3 |
Single
| 42,920 | 171,680 | 5 |
Y
|
No
| 19 | 4 | 2 | 80 | 4 | 30 | 2 | 2 | 29 | 2 | 1 | 3 |
49 |
Yes
|
Travel_Rarely
| 396 |
Human Resources
| 38 | 5 |
Technical Degree
| 1 | 3,421 | 1 |
Female
| 193 | 4 | 4 |
Developer
| 3 |
Married
| 35,009 | 420,108 | 8 |
Y
|
No
| 27 | 1 | 3 | 80 | 2 | 26 | 5 | 2 | 22 | 2 | 8 | 3 |
37 |
No
|
Travel_Frequently
| 471 |
Human Resources
| 41 | 1 |
Medical
| 1 | 3,422 | 4 |
Male
| 84 | 1 | 4 |
Healthcare Representative
| 1 |
Married
| 19,981 | 319,696 | 5 |
Y
|
Yes
| 18 | 1 | 3 | 80 | 3 | 25 | 4 | 4 | 17 | 8 | 7 | 15 |
44 |
No
|
Travel_Frequently
| 384 |
Research & Development
| 15 | 1 |
Technical Degree
| 1 | 3,423 | 4 |
Female
| 80 | 3 | 2 |
Human Resources
| 4 |
Single
| 21,770 | 566,020 | 4 |
Y
|
No
| 24 | 4 | 1 | 80 | 3 | 10 | 6 | 2 | 5 | 3 | 1 | 3 |
26 |
No
|
Travel_Frequently
| 1,143 |
Sales
| 15 | 3 |
Life Sciences
| 1 | 3,424 | 1 |
Female
| 186 | 3 | 1 |
Manager
| 3 |
Divorced
| 27,830 | 250,470 | 0 |
Y
|
Yes
| 7 | 3 | 1 | 80 | 4 | 38 | 2 | 2 | 36 | 9 | 9 | 6 |
23 |
No
|
Travel_Rarely
| 585 |
Software
| 15 | 3 |
Medical
| 1 | 3,425 | 3 |
Male
| 34 | 4 | 1 |
Sales Representative
| 1 |
Divorced
| 25,202 | 151,212 | 5 |
Y
|
Yes
| 15 | 1 | 2 | 80 | 2 | 16 | 2 | 1 | 3 | 2 | 1 | 2 |
53 |
No
|
Travel_Rarely
| 783 |
Support
| 36 | 1 |
Human Resources
| 1 | 3,426 | 4 |
Female
| 166 | 1 | 3 |
Developer
| 4 |
Single
| 37,549 | 863,627 | 7 |
Y
|
Yes
| 41 | 1 | 3 | 80 | 1 | 5 | 3 | 3 | 1 | 1 | 1 | 1 |
50 |
Yes
|
Non-Travel
| 1,074 |
Research & Development
| 10 | 3 |
Human Resources
| 1 | 3,427 | 4 |
Female
| 74 | 3 | 4 |
Developer
| 4 |
Single
| 3,400 | 10,200 | 1 |
Y
|
Yes
| 22 | 2 | 2 | 80 | 2 | 31 | 1 | 2 | 19 | 1 | 9 | 13 |
31 |
No
|
Travel_Rarely
| 990 |
Support
| 1 | 2 |
Technical Degree
| 1 | 3,428 | 4 |
Male
| 111 | 4 | 3 |
Manufacturing Director
| 1 |
Divorced
| 21,262 | 361,454 | 2 |
Y
|
Yes
| 23 | 1 | 4 | 80 | 2 | 23 | 5 | 3 | 7 | 3 | 7 | 2 |
42 |
Yes
|
Travel_Frequently
| 833 |
Software
| 30 | 4 |
Medical
| 1 | 3,429 | 3 |
Male
| 156 | 4 | 1 |
Research Scientist
| 4 |
Divorced
| 40,020 | 200,100 | 0 |
Y
|
No
| 1 | 4 | 1 | 80 | 2 | 3 | 2 | 4 | 2 | 1 | 2 | 1 |
32 |
Yes
|
Non-Travel
| 690 |
Sales
| 29 | 3 |
Technical Degree
| 1 | 3,430 | 2 |
Male
| 161 | 4 | 5 |
Research Scientist
| 2 |
Divorced
| 28,379 | 454,064 | 5 |
Y
|
No
| 30 | 2 | 3 | 80 | 3 | 30 | 1 | 4 | 8 | 2 | 3 | 4 |
50 |
Yes
|
Travel_Rarely
| 130 |
Human Resources
| 21 | 3 |
Marketing
| 1 | 3,431 | 4 |
Male
| 37 | 1 | 2 |
Human Resources
| 3 |
Divorced
| 3,245 | 6,490 | 0 |
Y
|
Yes
| 18 | 3 | 2 | 80 | 1 | 34 | 1 | 2 | 8 | 7 | 4 | 7 |
53 |
No
|
Travel_Frequently
| 270 |
Software
| 41 | 5 |
Technical Degree
| 1 | 3,432 | 2 |
Female
| 91 | 1 | 4 |
Developer
| 1 |
Married
| 37,814 | 37,814 | 3 |
Y
|
Yes
| 38 | 3 | 4 | 80 | 3 | 19 | 6 | 2 | 17 | 16 | 10 | 16 |
45 |
No
|
Travel_Rarely
| 1,379 |
Research & Development
| 28 | 4 |
Medical
| 1 | 3,433 | 4 |
Female
| 46 | 2 | 3 |
Sales Executive
| 4 |
Divorced
| 37,748 | 528,472 | 3 |
Y
|
No
| 44 | 1 | 2 | 80 | 3 | 16 | 2 | 4 | 5 | 1 | 5 | 2 |
58 |
Yes
|
Travel_Frequently
| 393 |
Support
| 27 | 3 |
Life Sciences
| 1 | 3,434 | 1 |
Male
| 149 | 2 | 2 |
Sales Executive
| 1 |
Married
| 40,880 | 531,440 | 7 |
Y
|
No
| 44 | 1 | 1 | 80 | 4 | 16 | 2 | 2 | 13 | 12 | 3 | 10 |
22 |
No
|
Non-Travel
| 1,283 |
Sales
| 16 | 4 |
Human Resources
| 1 | 3,435 | 2 |
Female
| 147 | 3 | 4 |
Manufacturing Director
| 3 |
Married
| 38,110 | 1,143,300 | 8 |
Y
|
No
| 10 | 1 | 3 | 80 | 2 | 9 | 5 | 2 | 5 | 3 | 3 | 2 |
48 |
No
|
Non-Travel
| 674 |
Support
| 22 | 2 |
Marketing
| 1 | 3,436 | 1 |
Female
| 113 | 4 | 4 |
Research Scientist
| 3 |
Divorced
| 22,014 | 594,378 | 7 |
Y
|
No
| 46 | 4 | 1 | 80 | 2 | 6 | 4 | 2 | 4 | 2 | 2 | 4 |
37 |
No
|
Non-Travel
| 990 |
Hardware
| 33 | 1 |
Marketing
| 1 | 3,437 | 2 |
Male
| 35 | 2 | 4 |
Healthcare Representative
| 3 |
Divorced
| 14,612 | 438,360 | 0 |
Y
|
No
| 27 | 1 | 3 | 80 | 2 | 21 | 3 | 1 | 9 | 4 | 8 | 9 |
59 |
No
|
Travel_Frequently
| 993 |
Sales
| 28 | 5 |
Marketing
| 1 | 3,438 | 3 |
Female
| 177 | 3 | 4 |
Healthcare Representative
| 3 |
Divorced
| 17,065 | 153,585 | 5 |
Y
|
Yes
| 23 | 2 | 2 | 80 | 1 | 23 | 4 | 4 | 20 | 20 | 13 | 17 |
39 |
No
|
Travel_Rarely
| 1,134 |
Sales
| 21 | 5 |
Other
| 1 | 3,439 | 4 |
Male
| 125 | 1 | 4 |
Human Resources
| 3 |
Single
| 24,851 | 24,851 | 8 |
Y
|
Yes
| 2 | 2 | 3 | 80 | 4 | 4 | 6 | 4 | 3 | 2 | 3 | 3 |
35 |
No
|
Travel_Rarely
| 144 |
Research & Development
| 27 | 2 |
Life Sciences
| 1 | 3,440 | 3 |
Male
| 53 | 4 | 1 |
Manufacturing Director
| 3 |
Single
| 41,290 | 123,870 | 8 |
Y
|
Yes
| 46 | 1 | 1 | 80 | 4 | 3 | 1 | 2 | 1 | 1 | 1 | 1 |
38 |
No
|
Travel_Rarely
| 795 |
Human Resources
| 26 | 1 |
Other
| 1 | 3,441 | 2 |
Female
| 86 | 4 | 3 |
Manufacturing Director
| 3 |
Married
| 7,119 | 64,071 | 2 |
Y
|
Yes
| 42 | 2 | 1 | 80 | 1 | 22 | 3 | 3 | 4 | 2 | 3 | 2 |
60 |
No
|
Travel_Frequently
| 877 |
Research & Development
| 7 | 4 |
Technical Degree
| 1 | 3,442 | 3 |
Male
| 151 | 1 | 2 |
Manager
| 4 |
Divorced
| 41,772 | 668,352 | 3 |
Y
|
No
| 27 | 4 | 4 | 80 | 3 | 37 | 6 | 3 | 12 | 6 | 10 | 8 |
39 |
No
|
Non-Travel
| 167 |
Hardware
| 10 | 1 |
Other
| 1 | 3,443 | 4 |
Male
| 191 | 4 | 5 |
Manufacturing Director
| 3 |
Married
| 13,965 | 125,685 | 7 |
Y
|
No
| 21 | 2 | 1 | 80 | 3 | 11 | 1 | 2 | 5 | 2 | 3 | 4 |
52 |
No
|
Travel_Rarely
| 1,338 |
Support
| 4 | 3 |
Medical
| 1 | 3,444 | 2 |
Male
| 99 | 1 | 1 |
Research Director
| 1 |
Divorced
| 41,441 | 994,584 | 3 |
Y
|
No
| 35 | 3 | 3 | 80 | 3 | 13 | 6 | 1 | 5 | 5 | 4 | 2 |
23 |
No
|
Non-Travel
| 1,458 |
Support
| 38 | 3 |
Other
| 1 | 3,445 | 4 |
Male
| 161 | 4 | 1 |
Manufacturing Director
| 1 |
Divorced
| 6,905 | 110,480 | 5 |
Y
|
No
| 1 | 2 | 1 | 80 | 1 | 13 | 6 | 4 | 5 | 2 | 1 | 3 |
23 |
Yes
|
Non-Travel
| 864 |
Software
| 20 | 3 |
Medical
| 1 | 3,446 | 2 |
Male
| 111 | 4 | 4 |
Research Scientist
| 1 |
Married
| 4,377 | 30,639 | 7 |
Y
|
Yes
| 33 | 3 | 4 | 80 | 2 | 40 | 6 | 4 | 25 | 22 | 20 | 4 |
35 |
No
|
Non-Travel
| 1,498 |
Support
| 3 | 4 |
Human Resources
| 1 | 3,447 | 3 |
Female
| 168 | 4 | 1 |
Sales Executive
| 4 |
Married
| 35,686 | 285,488 | 0 |
Y
|
No
| 4 | 4 | 4 | 80 | 1 | 20 | 3 | 2 | 15 | 10 | 14 | 8 |
45 |
Yes
|
Non-Travel
| 844 |
Software
| 49 | 2 |
Medical
| 1 | 3,448 | 4 |
Female
| 191 | 1 | 1 |
Manager
| 1 |
Married
| 14,600 | 175,200 | 2 |
Y
|
No
| 13 | 4 | 4 | 80 | 4 | 17 | 5 | 2 | 6 | 3 | 6 | 6 |
18 |
Yes
|
Non-Travel
| 706 |
Human Resources
| 9 | 5 |
Life Sciences
| 1 | 3,449 | 3 |
Female
| 131 | 2 | 1 |
Manufacturing Director
| 1 |
Married
| 38,075 | 1,104,175 | 1 |
Y
|
Yes
| 44 | 4 | 4 | 80 | 1 | 21 | 6 | 4 | 7 | 3 | 1 | 2 |
41 |
Yes
|
Non-Travel
| 1,291 |
Research & Development
| 21 | 4 |
Life Sciences
| 1 | 3,450 | 4 |
Male
| 38 | 3 | 3 |
Research Director
| 4 |
Married
| 23,016 | 483,336 | 4 |
Y
|
No
| 47 | 3 | 2 | 80 | 4 | 8 | 6 | 2 | 3 | 2 | 3 | 1 |
39 |
Yes
|
Travel_Rarely
| 173 |
Human Resources
| 28 | 2 |
Marketing
| 1 | 3,451 | 2 |
Male
| 181 | 4 | 3 |
Research Scientist
| 1 |
Divorced
| 8,577 | 231,579 | 7 |
Y
|
No
| 43 | 3 | 3 | 80 | 4 | 9 | 4 | 2 | 6 | 3 | 5 | 4 |
27 |
Yes
|
Travel_Rarely
| 1,147 |
Sales
| 5 | 2 |
Other
| 1 | 3,452 | 1 |
Female
| 194 | 3 | 2 |
Developer
| 2 |
Divorced
| 29,712 | 683,376 | 1 |
Y
|
No
| 3 | 4 | 2 | 80 | 1 | 20 | 1 | 4 | 11 | 1 | 6 | 8 |
59 |
No
|
Non-Travel
| 1,010 |
Sales
| 50 | 4 |
Marketing
| 1 | 3,453 | 4 |
Male
| 54 | 1 | 4 |
Research Scientist
| 3 |
Single
| 47,050 | 705,750 | 2 |
Y
|
No
| 18 | 3 | 4 | 80 | 1 | 37 | 5 | 2 | 13 | 6 | 5 | 2 |
20 |
No
|
Travel_Rarely
| 857 |
Hardware
| 35 | 3 |
Life Sciences
| 1 | 3,454 | 2 |
Male
| 41 | 1 | 3 |
Healthcare Representative
| 1 |
Single
| 31,304 | 313,040 | 6 |
Y
|
No
| 30 | 3 | 2 | 80 | 1 | 38 | 5 | 3 | 18 | 13 | 17 | 10 |
38 |
No
|
Travel_Rarely
| 832 |
Sales
| 44 | 5 |
Other
| 1 | 3,455 | 2 |
Female
| 188 | 1 | 4 |
Sales Representative
| 2 |
Divorced
| 10,627 | 244,421 | 8 |
Y
|
No
| 40 | 4 | 3 | 80 | 3 | 21 | 5 | 3 | 3 | 2 | 2 | 2 |
20 |
No
|
Travel_Frequently
| 543 |
Hardware
| 19 | 5 |
Life Sciences
| 1 | 3,456 | 1 |
Female
| 104 | 2 | 5 |
Healthcare Representative
| 4 |
Divorced
| 25,494 | 331,422 | 5 |
Y
|
No
| 28 | 1 | 4 | 80 | 4 | 23 | 4 | 3 | 12 | 7 | 3 | 5 |
60 |
Yes
|
Non-Travel
| 813 |
Hardware
| 31 | 4 |
Life Sciences
| 1 | 3,457 | 4 |
Female
| 164 | 4 | 1 |
Research Director
| 2 |
Single
| 4,908 | 73,620 | 4 |
Y
|
Yes
| 18 | 3 | 1 | 80 | 3 | 38 | 5 | 4 | 10 | 8 | 4 | 9 |
32 |
Yes
|
Non-Travel
| 1,412 |
Sales
| 49 | 1 |
Other
| 1 | 3,458 | 1 |
Male
| 78 | 4 | 1 |
Research Scientist
| 4 |
Married
| 27,554 | 633,742 | 6 |
Y
|
Yes
| 32 | 4 | 2 | 80 | 3 | 13 | 6 | 4 | 7 | 1 | 3 | 2 |
60 |
Yes
|
Travel_Frequently
| 701 |
Support
| 29 | 1 |
Other
| 1 | 3,459 | 4 |
Male
| 77 | 1 | 5 |
Human Resources
| 3 |
Divorced
| 12,839 | 308,136 | 1 |
Y
|
Yes
| 36 | 4 | 2 | 80 | 3 | 6 | 4 | 2 | 1 | 1 | 1 | 1 |
26 |
Yes
|
Travel_Frequently
| 210 |
Sales
| 13 | 5 |
Life Sciences
| 1 | 3,460 | 1 |
Male
| 132 | 4 | 2 |
Manufacturing Director
| 2 |
Divorced
| 15,906 | 270,402 | 3 |
Y
|
No
| 6 | 1 | 4 | 80 | 3 | 8 | 5 | 1 | 2 | 1 | 2 | 2 |
40 |
Yes
|
Travel_Frequently
| 105 |
Hardware
| 17 | 4 |
Human Resources
| 1 | 3,461 | 3 |
Male
| 48 | 1 | 2 |
Manager
| 1 |
Divorced
| 22,230 | 66,690 | 5 |
Y
|
No
| 38 | 4 | 1 | 80 | 4 | 18 | 1 | 2 | 15 | 9 | 3 | 7 |
58 |
No
|
Non-Travel
| 498 |
Research & Development
| 19 | 1 |
Life Sciences
| 1 | 3,462 | 4 |
Female
| 59 | 4 | 4 |
Healthcare Representative
| 3 |
Married
| 36,494 | 948,844 | 2 |
Y
|
No
| 45 | 4 | 4 | 80 | 2 | 27 | 5 | 2 | 14 | 7 | 4 | 12 |
50 |
Yes
|
Travel_Frequently
| 956 |
Research & Development
| 28 | 4 |
Other
| 1 | 3,463 | 4 |
Female
| 143 | 3 | 2 |
Sales Representative
| 2 |
Single
| 25,332 | 430,644 | 0 |
Y
|
Yes
| 37 | 4 | 1 | 80 | 1 | 5 | 3 | 3 | 1 | 1 | 1 | 1 |
38 |
Yes
|
Travel_Frequently
| 416 |
Software
| 16 | 4 |
Other
| 1 | 3,464 | 2 |
Female
| 150 | 4 | 2 |
Sales Executive
| 3 |
Married
| 8,125 | 146,250 | 1 |
Y
|
Yes
| 7 | 1 | 1 | 80 | 2 | 14 | 3 | 1 | 4 | 3 | 3 | 1 |
21 |
No
|
Travel_Frequently
| 756 |
Research & Development
| 28 | 4 |
Life Sciences
| 1 | 3,465 | 2 |
Male
| 82 | 3 | 1 |
Research Scientist
| 4 |
Single
| 26,441 | 211,528 | 4 |
Y
|
No
| 38 | 2 | 4 | 80 | 3 | 31 | 2 | 4 | 4 | 4 | 3 | 3 |
55 |
No
|
Travel_Rarely
| 1,040 |
Software
| 27 | 2 |
Marketing
| 1 | 3,466 | 1 |
Male
| 166 | 2 | 3 |
Human Resources
| 3 |
Single
| 33,487 | 569,279 | 2 |
Y
|
No
| 9 | 4 | 1 | 80 | 2 | 27 | 5 | 3 | 4 | 2 | 2 | 4 |
41 |
Yes
|
Travel_Rarely
| 215 |
Support
| 17 | 4 |
Life Sciences
| 1 | 3,467 | 1 |
Female
| 72 | 3 | 3 |
Manufacturing Director
| 3 |
Single
| 5,927 | 136,321 | 0 |
Y
|
Yes
| 15 | 3 | 3 | 80 | 3 | 13 | 5 | 3 | 9 | 6 | 5 | 6 |
21 |
No
|
Travel_Frequently
| 1,289 |
Sales
| 13 | 3 |
Human Resources
| 1 | 3,468 | 3 |
Female
| 193 | 1 | 5 |
Laboratory Technician
| 2 |
Single
| 33,007 | 693,147 | 8 |
Y
|
No
| 16 | 3 | 4 | 80 | 3 | 20 | 2 | 2 | 1 | 1 | 1 | 1 |
59 |
Yes
|
Travel_Rarely
| 188 |
Software
| 3 | 1 |
Human Resources
| 1 | 3,469 | 4 |
Female
| 182 | 3 | 5 |
Developer
| 2 |
Married
| 1,658 | 34,818 | 1 |
Y
|
No
| 18 | 4 | 1 | 80 | 1 | 5 | 4 | 1 | 4 | 4 | 2 | 4 |
34 |
Yes
|
Travel_Rarely
| 385 |
Hardware
| 15 | 4 |
Other
| 1 | 3,470 | 1 |
Female
| 184 | 2 | 2 |
Healthcare Representative
| 4 |
Divorced
| 31,251 | 531,267 | 4 |
Y
|
No
| 42 | 4 | 2 | 80 | 4 | 20 | 4 | 2 | 12 | 3 | 7 | 2 |
52 |
No
|
Non-Travel
| 1,002 |
Software
| 26 | 4 |
Technical Degree
| 1 | 3,471 | 1 |
Female
| 187 | 2 | 1 |
Manufacturing Director
| 4 |
Single
| 31,244 | 937,320 | 7 |
Y
|
Yes
| 13 | 3 | 3 | 80 | 4 | 15 | 6 | 2 | 12 | 2 | 6 | 8 |
41 |
Yes
|
Non-Travel
| 1,132 |
Human Resources
| 4 | 3 |
Medical
| 1 | 3,472 | 4 |
Female
| 167 | 4 | 3 |
Research Scientist
| 2 |
Married
| 38,057 | 1,027,539 | 5 |
Y
|
No
| 20 | 2 | 3 | 80 | 4 | 38 | 2 | 2 | 4 | 3 | 1 | 4 |
32 |
Yes
|
Non-Travel
| 808 |
Research & Development
| 35 | 2 |
Technical Degree
| 1 | 3,473 | 4 |
Male
| 128 | 3 | 1 |
Sales Representative
| 4 |
Divorced
| 41,030 | 574,420 | 1 |
Y
|
Yes
| 11 | 1 | 4 | 80 | 2 | 37 | 3 | 1 | 4 | 3 | 1 | 2 |
53 |
No
|
Travel_Rarely
| 696 |
Human Resources
| 21 | 4 |
Marketing
| 1 | 3,474 | 2 |
Female
| 81 | 1 | 5 |
Human Resources
| 4 |
Single
| 29,073 | 290,730 | 0 |
Y
|
Yes
| 25 | 1 | 3 | 80 | 4 | 13 | 3 | 1 | 5 | 2 | 2 | 4 |
21 |
Yes
|
Non-Travel
| 1,138 |
Sales
| 23 | 5 |
Marketing
| 1 | 3,475 | 1 |
Male
| 173 | 4 | 3 |
Sales Executive
| 4 |
Married
| 30,296 | 666,512 | 3 |
Y
|
Yes
| 19 | 4 | 2 | 80 | 2 | 35 | 2 | 3 | 13 | 5 | 7 | 2 |
50 |
No
|
Travel_Rarely
| 687 |
Software
| 19 | 5 |
Technical Degree
| 1 | 3,476 | 4 |
Male
| 94 | 1 | 5 |
Research Director
| 4 |
Divorced
| 42,902 | 1,244,158 | 0 |
Y
|
Yes
| 45 | 3 | 3 | 80 | 1 | 22 | 5 | 2 | 20 | 1 | 9 | 8 |
42 |
No
|
Travel_Rarely
| 184 |
Hardware
| 12 | 5 |
Marketing
| 1 | 3,477 | 4 |
Female
| 111 | 1 | 3 |
Sales Executive
| 1 |
Single
| 11,581 | 92,648 | 4 |
Y
|
No
| 33 | 4 | 2 | 80 | 3 | 33 | 3 | 4 | 16 | 14 | 3 | 13 |
60 |
No
|
Travel_Rarely
| 1,489 |
Research & Development
| 35 | 4 |
Marketing
| 1 | 3,478 | 3 |
Male
| 107 | 3 | 5 |
Human Resources
| 1 |
Divorced
| 24,534 | 318,942 | 8 |
Y
|
Yes
| 48 | 4 | 3 | 80 | 3 | 5 | 4 | 1 | 5 | 5 | 5 | 5 |
26 |
No
|
Travel_Frequently
| 907 |
Research & Development
| 17 | 2 |
Life Sciences
| 1 | 3,479 | 3 |
Male
| 70 | 2 | 4 |
Manager
| 2 |
Divorced
| 30,582 | 458,730 | 4 |
Y
|
Yes
| 47 | 3 | 1 | 80 | 1 | 31 | 6 | 2 | 21 | 4 | 10 | 11 |
31 |
Yes
|
Travel_Frequently
| 755 |
Research & Development
| 11 | 5 |
Technical Degree
| 1 | 3,480 | 1 |
Male
| 72 | 2 | 3 |
Sales Representative
| 2 |
Married
| 7,256 | 65,304 | 2 |
Y
|
Yes
| 17 | 1 | 3 | 80 | 4 | 16 | 3 | 2 | 13 | 13 | 11 | 7 |
47 |
Yes
|
Non-Travel
| 1,176 |
Software
| 21 | 5 |
Medical
| 1 | 3,481 | 3 |
Female
| 119 | 3 | 3 |
Healthcare Representative
| 4 |
Divorced
| 31,559 | 599,621 | 3 |
Y
|
No
| 0 | 3 | 1 | 80 | 2 | 25 | 6 | 2 | 23 | 6 | 11 | 18 |
40 |
Yes
|
Travel_Rarely
| 924 |
Human Resources
| 8 | 2 |
Medical
| 1 | 3,482 | 3 |
Female
| 88 | 2 | 4 |
Laboratory Technician
| 2 |
Single
| 37,724 | 150,896 | 1 |
Y
|
No
| 27 | 1 | 2 | 80 | 1 | 22 | 5 | 2 | 16 | 10 | 16 | 14 |
27 |
Yes
|
Travel_Rarely
| 749 |
Human Resources
| 20 | 4 |
Medical
| 1 | 3,483 | 1 |
Female
| 109 | 1 | 4 |
Sales Executive
| 3 |
Married
| 16,683 | 200,196 | 3 |
Y
|
No
| 36 | 1 | 4 | 80 | 3 | 4 | 3 | 3 | 1 | 1 | 1 | 1 |
25 |
Yes
|
Non-Travel
| 156 |
Support
| 43 | 5 |
Life Sciences
| 1 | 3,484 | 3 |
Female
| 99 | 2 | 3 |
Research Director
| 1 |
Divorced
| 11,389 | 318,892 | 3 |
Y
|
No
| 23 | 1 | 2 | 80 | 1 | 4 | 3 | 3 | 1 | 1 | 1 | 1 |
30 |
No
|
Travel_Frequently
| 1,407 |
Human Resources
| 17 | 3 |
Technical Degree
| 1 | 3,485 | 2 |
Female
| 52 | 1 | 2 |
Manager
| 2 |
Divorced
| 10,274 | 226,028 | 3 |
Y
|
Yes
| 4 | 4 | 4 | 80 | 4 | 23 | 5 | 2 | 7 | 3 | 2 | 1 |
51 |
Yes
|
Travel_Frequently
| 250 |
Research & Development
| 35 | 3 |
Other
| 1 | 3,486 | 1 |
Male
| 129 | 4 | 4 |
Manager
| 4 |
Single
| 47,961 | 95,922 | 3 |
Y
|
No
| 24 | 2 | 2 | 80 | 1 | 10 | 2 | 4 | 3 | 3 | 2 | 2 |
19 |
Yes
|
Travel_Rarely
| 720 |
Research & Development
| 18 | 1 |
Other
| 1 | 3,487 | 2 |
Male
| 80 | 3 | 2 |
Healthcare Representative
| 2 |
Married
| 1,351 | 33,775 | 2 |
Y
|
Yes
| 7 | 3 | 4 | 80 | 4 | 35 | 4 | 1 | 3 | 3 | 1 | 2 |
41 |
Yes
|
Non-Travel
| 1,050 |
Support
| 4 | 4 |
Other
| 1 | 3,488 | 2 |
Female
| 114 | 3 | 1 |
Sales Representative
| 4 |
Married
| 49,097 | 392,776 | 3 |
Y
|
No
| 1 | 4 | 2 | 80 | 2 | 1 | 4 | 1 | 1 | 1 | 1 | 1 |
38 |
Yes
|
Travel_Frequently
| 1,300 |
Research & Development
| 5 | 4 |
Marketing
| 1 | 3,489 | 2 |
Female
| 48 | 3 | 3 |
Healthcare Representative
| 4 |
Married
| 50,446 | 151,338 | 6 |
Y
|
No
| 3 | 3 | 1 | 80 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 |
43 |
No
|
Travel_Frequently
| 190 |
Hardware
| 42 | 3 |
Medical
| 1 | 3,490 | 4 |
Female
| 163 | 4 | 1 |
Human Resources
| 4 |
Married
| 43,010 | 602,140 | 6 |
Y
|
No
| 36 | 3 | 2 | 80 | 3 | 12 | 3 | 3 | 12 | 7 | 5 | 3 |
55 |
Yes
|
Travel_Frequently
| 290 |
Support
| 10 | 3 |
Life Sciences
| 1 | 3,491 | 1 |
Female
| 106 | 3 | 1 |
Healthcare Representative
| 2 |
Married
| 9,107 | 154,819 | 2 |
Y
|
No
| 33 | 3 | 4 | 80 | 4 | 7 | 4 | 4 | 2 | 1 | 2 | 2 |
57 |
No
|
Travel_Frequently
| 596 |
Support
| 24 | 3 |
Human Resources
| 1 | 3,492 | 2 |
Male
| 79 | 1 | 5 |
Developer
| 2 |
Single
| 33,170 | 431,210 | 0 |
Y
|
No
| 22 | 3 | 1 | 80 | 1 | 38 | 3 | 2 | 14 | 5 | 7 | 8 |
27 |
Yes
|
Travel_Rarely
| 1,251 |
Hardware
| 31 | 3 |
Technical Degree
| 1 | 3,493 | 1 |
Female
| 177 | 3 | 3 |
Manufacturing Director
| 2 |
Single
| 13,045 | 300,035 | 2 |
Y
|
Yes
| 22 | 1 | 2 | 80 | 3 | 3 | 1 | 4 | 2 | 2 | 2 | 2 |
50 |
No
|
Travel_Rarely
| 484 |
Sales
| 41 | 1 |
Technical Degree
| 1 | 3,494 | 3 |
Female
| 55 | 1 | 1 |
Developer
| 4 |
Divorced
| 30,803 | 215,621 | 8 |
Y
|
No
| 41 | 3 | 2 | 80 | 2 | 39 | 4 | 3 | 24 | 23 | 15 | 18 |
35 |
Yes
|
Travel_Rarely
| 1,300 |
Research & Development
| 5 | 2 |
Human Resources
| 1 | 3,495 | 4 |
Female
| 100 | 1 | 1 |
Research Director
| 4 |
Single
| 22,334 | 536,016 | 1 |
Y
|
No
| 26 | 1 | 4 | 80 | 1 | 28 | 2 | 3 | 4 | 3 | 1 | 4 |
36 |
Yes
|
Travel_Rarely
| 1,176 |
Hardware
| 13 | 2 |
Other
| 1 | 3,496 | 1 |
Male
| 107 | 2 | 5 |
Developer
| 3 |
Divorced
| 13,360 | 146,960 | 7 |
Y
|
No
| 4 | 1 | 2 | 80 | 2 | 39 | 5 | 2 | 28 | 1 | 8 | 15 |
57 |
No
|
Non-Travel
| 557 |
Software
| 38 | 3 |
Life Sciences
| 1 | 3,497 | 2 |
Male
| 165 | 1 | 4 |
Sales Representative
| 4 |
Divorced
| 44,638 | 758,846 | 3 |
Y
|
No
| 20 | 2 | 1 | 80 | 4 | 29 | 5 | 1 | 14 | 12 | 11 | 3 |
31 |
Yes
|
Travel_Frequently
| 1,181 |
Support
| 39 | 3 |
Human Resources
| 1 | 3,498 | 2 |
Male
| 86 | 1 | 5 |
Healthcare Representative
| 3 |
Single
| 13,656 | 286,776 | 0 |
Y
|
Yes
| 16 | 3 | 1 | 80 | 2 | 29 | 2 | 2 | 7 | 3 | 5 | 7 |
50 |
No
|
Travel_Frequently
| 1,462 |
Research & Development
| 37 | 5 |
Other
| 1 | 3,499 | 4 |
Male
| 113 | 4 | 5 |
Research Director
| 2 |
Married
| 39,869 | 996,725 | 5 |
Y
|
Yes
| 27 | 4 | 2 | 80 | 2 | 17 | 1 | 2 | 13 | 13 | 3 | 4 |
42 |
No
|
Non-Travel
| 1,352 |
Software
| 2 | 1 |
Other
| 1 | 3,500 | 1 |
Female
| 113 | 2 | 1 |
Sales Representative
| 3 |
Single
| 6,853 | 205,590 | 8 |
Y
|
Yes
| 27 | 4 | 2 | 80 | 3 | 21 | 1 | 2 | 14 | 7 | 4 | 14 |
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