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
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
60 |
Yes
|
Travel_Rarely
| 937 |
Support
| 30 | 4 |
Medical
| 1 | 3,301 | 1 |
Male
| 70 | 3 | 5 |
Healthcare Representative
| 1 |
Single
| 3,493 | 41,916 | 1 |
Y
|
No
| 31 | 2 | 3 | 80 | 2 | 20 | 3 | 4 | 17 | 11 | 10 | 8 |
43 |
Yes
|
Travel_Rarely
| 613 |
Sales
| 49 | 1 |
Other
| 1 | 3,302 | 3 |
Female
| 112 | 3 | 3 |
Research Scientist
| 2 |
Divorced
| 39,106 | 273,742 | 5 |
Y
|
Yes
| 19 | 4 | 4 | 80 | 1 | 8 | 2 | 3 | 1 | 1 | 1 | 1 |
43 |
Yes
|
Travel_Rarely
| 1,279 |
Human Resources
| 26 | 4 |
Marketing
| 1 | 3,303 | 3 |
Male
| 35 | 4 | 3 |
Healthcare Representative
| 1 |
Divorced
| 20,291 | 162,328 | 6 |
Y
|
No
| 25 | 3 | 3 | 80 | 3 | 27 | 1 | 1 | 25 | 16 | 10 | 17 |
56 |
Yes
|
Travel_Frequently
| 388 |
Sales
| 17 | 2 |
Medical
| 1 | 3,304 | 1 |
Male
| 138 | 2 | 5 |
Manufacturing Director
| 1 |
Married
| 37,064 | 370,640 | 6 |
Y
|
No
| 36 | 3 | 1 | 80 | 1 | 13 | 6 | 4 | 2 | 2 | 2 | 2 |
56 |
Yes
|
Travel_Rarely
| 569 |
Support
| 22 | 3 |
Human Resources
| 1 | 3,305 | 3 |
Female
| 45 | 2 | 4 |
Manager
| 1 |
Divorced
| 34,271 | 582,607 | 2 |
Y
|
Yes
| 27 | 1 | 4 | 80 | 1 | 28 | 4 | 3 | 26 | 17 | 20 | 9 |
46 |
Yes
|
Travel_Rarely
| 1,328 |
Hardware
| 10 | 1 |
Technical Degree
| 1 | 3,306 | 1 |
Female
| 90 | 3 | 1 |
Sales Representative
| 1 |
Single
| 27,309 | 764,652 | 2 |
Y
|
Yes
| 40 | 3 | 3 | 80 | 3 | 18 | 6 | 1 | 14 | 9 | 7 | 9 |
56 |
No
|
Travel_Rarely
| 146 |
Research & Development
| 23 | 1 |
Medical
| 1 | 3,307 | 3 |
Male
| 84 | 2 | 2 |
Research Scientist
| 2 |
Single
| 34,350 | 309,150 | 6 |
Y
|
No
| 7 | 2 | 3 | 80 | 2 | 31 | 3 | 2 | 1 | 1 | 1 | 1 |
18 |
Yes
|
Travel_Frequently
| 1,270 |
Sales
| 39 | 5 |
Medical
| 1 | 3,308 | 2 |
Female
| 163 | 3 | 4 |
Research Scientist
| 2 |
Married
| 37,835 | 643,195 | 7 |
Y
|
Yes
| 11 | 2 | 1 | 80 | 3 | 18 | 4 | 4 | 18 | 4 | 13 | 7 |
46 |
Yes
|
Travel_Rarely
| 583 |
Hardware
| 44 | 2 |
Human Resources
| 1 | 3,309 | 1 |
Female
| 191 | 2 | 5 |
Research Director
| 3 |
Divorced
| 7,955 | 47,730 | 0 |
Y
|
No
| 26 | 1 | 1 | 80 | 1 | 22 | 3 | 1 | 2 | 1 | 2 | 1 |
47 |
Yes
|
Non-Travel
| 984 |
Hardware
| 44 | 2 |
Other
| 1 | 3,310 | 3 |
Female
| 127 | 4 | 4 |
Research Director
| 2 |
Married
| 37,107 | 185,535 | 6 |
Y
|
Yes
| 17 | 2 | 4 | 80 | 2 | 8 | 1 | 3 | 2 | 2 | 2 | 2 |
30 |
Yes
|
Travel_Frequently
| 582 |
Human Resources
| 4 | 1 |
Life Sciences
| 1 | 3,311 | 2 |
Male
| 39 | 1 | 5 |
Developer
| 3 |
Married
| 10,147 | 263,822 | 4 |
Y
|
No
| 37 | 2 | 2 | 80 | 3 | 26 | 3 | 1 | 26 | 12 | 8 | 5 |
53 |
No
|
Non-Travel
| 1,077 |
Hardware
| 40 | 1 |
Technical Degree
| 1 | 3,312 | 4 |
Male
| 80 | 1 | 3 |
Research Scientist
| 4 |
Divorced
| 49,561 | 892,098 | 3 |
Y
|
No
| 24 | 1 | 2 | 80 | 1 | 26 | 4 | 4 | 2 | 2 | 1 | 2 |
31 |
Yes
|
Travel_Frequently
| 1,188 |
Sales
| 31 | 5 |
Other
| 1 | 3,313 | 1 |
Female
| 165 | 1 | 3 |
Healthcare Representative
| 4 |
Single
| 34,489 | 344,890 | 2 |
Y
|
Yes
| 23 | 1 | 4 | 80 | 3 | 25 | 1 | 4 | 6 | 6 | 5 | 6 |
21 |
Yes
|
Non-Travel
| 1,076 |
Research & Development
| 27 | 4 |
Technical Degree
| 1 | 3,314 | 1 |
Female
| 59 | 2 | 5 |
Healthcare Representative
| 4 |
Divorced
| 45,523 | 1,047,029 | 3 |
Y
|
No
| 26 | 1 | 1 | 80 | 1 | 38 | 4 | 3 | 1 | 1 | 1 | 1 |
21 |
Yes
|
Travel_Rarely
| 1,100 |
Research & Development
| 7 | 5 |
Medical
| 1 | 3,315 | 3 |
Male
| 198 | 1 | 5 |
Healthcare Representative
| 2 |
Single
| 34,118 | 989,422 | 3 |
Y
|
Yes
| 5 | 2 | 2 | 80 | 3 | 31 | 5 | 2 | 2 | 1 | 2 | 2 |
30 |
No
|
Travel_Rarely
| 325 |
Research & Development
| 29 | 3 |
Life Sciences
| 1 | 3,316 | 3 |
Female
| 49 | 1 | 2 |
Human Resources
| 4 |
Divorced
| 22,728 | 204,552 | 6 |
Y
|
Yes
| 2 | 3 | 3 | 80 | 3 | 5 | 2 | 3 | 4 | 4 | 1 | 4 |
23 |
No
|
Travel_Frequently
| 1,427 |
Support
| 45 | 3 |
Medical
| 1 | 3,317 | 1 |
Female
| 53 | 1 | 4 |
Sales Representative
| 4 |
Single
| 3,946 | 31,568 | 7 |
Y
|
No
| 1 | 1 | 4 | 80 | 2 | 28 | 4 | 3 | 4 | 1 | 3 | 4 |
31 |
Yes
|
Travel_Frequently
| 628 |
Hardware
| 39 | 3 |
Technical Degree
| 1 | 3,318 | 4 |
Female
| 115 | 1 | 1 |
Research Scientist
| 4 |
Divorced
| 9,123 | 209,829 | 6 |
Y
|
No
| 38 | 4 | 1 | 80 | 4 | 23 | 2 | 2 | 23 | 17 | 13 | 20 |
52 |
No
|
Non-Travel
| 745 |
Human Resources
| 47 | 1 |
Life Sciences
| 1 | 3,319 | 4 |
Female
| 38 | 3 | 3 |
Healthcare Representative
| 4 |
Married
| 47,434 | 379,472 | 7 |
Y
|
Yes
| 33 | 1 | 4 | 80 | 4 | 6 | 3 | 2 | 6 | 2 | 4 | 4 |
53 |
No
|
Travel_Rarely
| 1,158 |
Sales
| 38 | 2 |
Other
| 1 | 3,320 | 1 |
Female
| 71 | 4 | 3 |
Human Resources
| 3 |
Divorced
| 29,158 | 262,422 | 2 |
Y
|
Yes
| 0 | 1 | 1 | 80 | 2 | 38 | 2 | 4 | 4 | 2 | 2 | 2 |
28 |
Yes
|
Travel_Frequently
| 910 |
Research & Development
| 28 | 4 |
Medical
| 1 | 3,321 | 4 |
Female
| 105 | 2 | 5 |
Healthcare Representative
| 1 |
Single
| 13,870 | 346,750 | 3 |
Y
|
Yes
| 48 | 2 | 2 | 80 | 4 | 39 | 2 | 4 | 39 | 9 | 26 | 31 |
33 |
Yes
|
Travel_Rarely
| 283 |
Software
| 29 | 2 |
Other
| 1 | 3,322 | 3 |
Male
| 34 | 1 | 2 |
Laboratory Technician
| 4 |
Married
| 38,229 | 1,108,641 | 0 |
Y
|
No
| 25 | 4 | 2 | 80 | 1 | 12 | 6 | 3 | 5 | 2 | 1 | 2 |
36 |
Yes
|
Non-Travel
| 997 |
Software
| 16 | 3 |
Medical
| 1 | 3,323 | 3 |
Female
| 104 | 2 | 3 |
Research Director
| 4 |
Divorced
| 4,597 | 101,134 | 4 |
Y
|
No
| 22 | 3 | 3 | 80 | 3 | 38 | 2 | 3 | 6 | 5 | 5 | 6 |
49 |
Yes
|
Travel_Rarely
| 1,118 |
Sales
| 22 | 3 |
Technical Degree
| 1 | 3,324 | 2 |
Male
| 154 | 2 | 3 |
Developer
| 4 |
Married
| 42,481 | 169,924 | 6 |
Y
|
Yes
| 20 | 3 | 4 | 80 | 2 | 14 | 5 | 2 | 4 | 2 | 3 | 3 |
38 |
No
|
Travel_Frequently
| 490 |
Support
| 25 | 3 |
Medical
| 1 | 3,325 | 3 |
Male
| 159 | 3 | 1 |
Research Scientist
| 1 |
Divorced
| 9,118 | 18,236 | 6 |
Y
|
Yes
| 35 | 1 | 2 | 80 | 2 | 5 | 4 | 4 | 1 | 1 | 1 | 1 |
37 |
No
|
Travel_Frequently
| 1,148 |
Sales
| 48 | 3 |
Human Resources
| 1 | 3,326 | 4 |
Female
| 112 | 3 | 5 |
Laboratory Technician
| 1 |
Divorced
| 33,645 | 773,835 | 6 |
Y
|
Yes
| 40 | 1 | 4 | 80 | 1 | 38 | 4 | 4 | 21 | 12 | 19 | 21 |
55 |
Yes
|
Non-Travel
| 1,026 |
Research & Development
| 17 | 2 |
Life Sciences
| 1 | 3,327 | 1 |
Male
| 180 | 2 | 1 |
Sales Executive
| 1 |
Divorced
| 44,530 | 311,710 | 1 |
Y
|
Yes
| 13 | 4 | 1 | 80 | 3 | 18 | 5 | 3 | 11 | 6 | 4 | 8 |
26 |
Yes
|
Non-Travel
| 1,257 |
Software
| 12 | 2 |
Other
| 1 | 3,328 | 4 |
Female
| 180 | 2 | 1 |
Sales Executive
| 3 |
Single
| 31,103 | 559,854 | 5 |
Y
|
Yes
| 40 | 3 | 2 | 80 | 4 | 38 | 1 | 3 | 25 | 16 | 18 | 25 |
29 |
Yes
|
Travel_Rarely
| 491 |
Human Resources
| 7 | 5 |
Technical Degree
| 1 | 3,329 | 2 |
Female
| 145 | 2 | 4 |
Developer
| 4 |
Divorced
| 34,206 | 923,562 | 6 |
Y
|
No
| 5 | 3 | 4 | 80 | 2 | 4 | 5 | 4 | 1 | 1 | 1 | 1 |
20 |
Yes
|
Travel_Frequently
| 1,178 |
Hardware
| 31 | 5 |
Other
| 1 | 3,330 | 1 |
Female
| 66 | 2 | 5 |
Research Scientist
| 1 |
Married
| 35,870 | 215,220 | 5 |
Y
|
Yes
| 1 | 2 | 2 | 80 | 4 | 17 | 6 | 3 | 14 | 8 | 13 | 13 |
41 |
Yes
|
Travel_Frequently
| 290 |
Software
| 44 | 2 |
Marketing
| 1 | 3,331 | 2 |
Female
| 61 | 2 | 3 |
Sales Executive
| 2 |
Single
| 24,179 | 338,506 | 0 |
Y
|
Yes
| 6 | 1 | 1 | 80 | 4 | 6 | 2 | 4 | 4 | 1 | 3 | 1 |
31 |
Yes
|
Travel_Rarely
| 608 |
Support
| 41 | 1 |
Medical
| 1 | 3,332 | 1 |
Female
| 166 | 4 | 5 |
Human Resources
| 1 |
Single
| 13,673 | 232,441 | 6 |
Y
|
No
| 8 | 3 | 1 | 80 | 2 | 17 | 1 | 2 | 15 | 13 | 7 | 8 |
18 |
Yes
|
Travel_Frequently
| 684 |
Software
| 19 | 4 |
Other
| 1 | 3,333 | 4 |
Male
| 115 | 1 | 2 |
Sales Representative
| 1 |
Divorced
| 48,153 | 818,601 | 0 |
Y
|
Yes
| 27 | 3 | 1 | 80 | 2 | 28 | 4 | 4 | 20 | 12 | 13 | 4 |
20 |
Yes
|
Non-Travel
| 321 |
Human Resources
| 6 | 3 |
Human Resources
| 1 | 3,334 | 2 |
Male
| 165 | 3 | 3 |
Research Director
| 2 |
Married
| 36,821 | 184,105 | 3 |
Y
|
Yes
| 41 | 4 | 3 | 80 | 3 | 16 | 2 | 2 | 5 | 3 | 1 | 1 |
32 |
Yes
|
Travel_Frequently
| 1,496 |
Human Resources
| 37 | 4 |
Life Sciences
| 1 | 3,335 | 1 |
Female
| 39 | 2 | 1 |
Healthcare Representative
| 4 |
Divorced
| 14,595 | 189,735 | 7 |
Y
|
Yes
| 44 | 4 | 2 | 80 | 4 | 10 | 4 | 4 | 7 | 3 | 4 | 5 |
40 |
No
|
Travel_Frequently
| 796 |
Human Resources
| 26 | 5 |
Life Sciences
| 1 | 3,336 | 4 |
Male
| 39 | 4 | 5 |
Healthcare Representative
| 2 |
Divorced
| 27,053 | 595,166 | 0 |
Y
|
No
| 48 | 3 | 2 | 80 | 1 | 12 | 1 | 4 | 7 | 3 | 1 | 7 |
49 |
Yes
|
Non-Travel
| 619 |
Human Resources
| 37 | 3 |
Medical
| 1 | 3,337 | 2 |
Male
| 142 | 2 | 3 |
Research Scientist
| 3 |
Single
| 1,822 | 36,440 | 5 |
Y
|
No
| 7 | 1 | 2 | 80 | 1 | 30 | 3 | 2 | 26 | 3 | 14 | 13 |
33 |
No
|
Travel_Rarely
| 408 |
Software
| 6 | 1 |
Technical Degree
| 1 | 3,338 | 4 |
Male
| 179 | 1 | 1 |
Developer
| 1 |
Divorced
| 4,047 | 4,047 | 7 |
Y
|
No
| 19 | 3 | 1 | 80 | 1 | 15 | 4 | 2 | 10 | 4 | 9 | 8 |
52 |
Yes
|
Travel_Frequently
| 1,294 |
Human Resources
| 36 | 3 |
Marketing
| 1 | 3,339 | 1 |
Female
| 49 | 4 | 2 |
Research Director
| 1 |
Divorced
| 9,539 | 190,780 | 1 |
Y
|
No
| 9 | 1 | 2 | 80 | 1 | 15 | 6 | 4 | 7 | 6 | 5 | 7 |
22 |
No
|
Non-Travel
| 1,205 |
Software
| 12 | 2 |
Other
| 1 | 3,340 | 4 |
Female
| 152 | 1 | 1 |
Research Director
| 3 |
Single
| 6,786 | 183,222 | 4 |
Y
|
No
| 25 | 2 | 4 | 80 | 4 | 7 | 1 | 2 | 5 | 1 | 2 | 4 |
46 |
Yes
|
Non-Travel
| 299 |
Software
| 30 | 2 |
Medical
| 1 | 3,341 | 3 |
Male
| 90 | 1 | 1 |
Manufacturing Director
| 2 |
Divorced
| 27,765 | 777,420 | 0 |
Y
|
Yes
| 21 | 3 | 2 | 80 | 4 | 16 | 5 | 2 | 2 | 2 | 2 | 1 |
38 |
No
|
Travel_Frequently
| 1,195 |
Human Resources
| 45 | 2 |
Life Sciences
| 1 | 3,342 | 1 |
Male
| 81 | 3 | 3 |
Sales Executive
| 3 |
Married
| 17,454 | 244,356 | 5 |
Y
|
No
| 45 | 2 | 4 | 80 | 1 | 37 | 5 | 2 | 12 | 9 | 1 | 6 |
39 |
No
|
Travel_Rarely
| 935 |
Sales
| 15 | 3 |
Medical
| 1 | 3,343 | 3 |
Male
| 68 | 1 | 3 |
Manager
| 3 |
Married
| 46,568 | 93,136 | 6 |
Y
|
Yes
| 31 | 3 | 1 | 80 | 4 | 14 | 1 | 3 | 2 | 1 | 2 | 1 |
26 |
Yes
|
Non-Travel
| 1,495 |
Support
| 33 | 2 |
Other
| 1 | 3,344 | 1 |
Male
| 127 | 2 | 3 |
Sales Representative
| 3 |
Single
| 30,068 | 360,816 | 0 |
Y
|
Yes
| 30 | 2 | 3 | 80 | 1 | 37 | 4 | 3 | 23 | 4 | 20 | 8 |
37 |
Yes
|
Non-Travel
| 1,216 |
Sales
| 45 | 5 |
Technical Degree
| 1 | 3,345 | 1 |
Female
| 123 | 2 | 3 |
Sales Executive
| 4 |
Married
| 42,570 | 42,570 | 4 |
Y
|
No
| 49 | 3 | 1 | 80 | 3 | 22 | 3 | 2 | 16 | 7 | 9 | 4 |
47 |
Yes
|
Travel_Rarely
| 948 |
Research & Development
| 10 | 4 |
Technical Degree
| 1 | 3,346 | 3 |
Male
| 110 | 2 | 5 |
Research Director
| 4 |
Married
| 18,517 | 222,204 | 4 |
Y
|
No
| 15 | 4 | 3 | 80 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
51 |
No
|
Travel_Rarely
| 477 |
Support
| 8 | 2 |
Marketing
| 1 | 3,347 | 2 |
Female
| 32 | 4 | 3 |
Manufacturing Director
| 4 |
Single
| 40,634 | 1,178,386 | 0 |
Y
|
No
| 8 | 3 | 3 | 80 | 3 | 20 | 3 | 4 | 20 | 6 | 10 | 16 |
50 |
Yes
|
Travel_Rarely
| 263 |
Support
| 34 | 3 |
Marketing
| 1 | 3,348 | 4 |
Male
| 130 | 3 | 4 |
Healthcare Representative
| 2 |
Married
| 21,211 | 424,220 | 7 |
Y
|
Yes
| 21 | 1 | 1 | 80 | 2 | 20 | 4 | 1 | 10 | 3 | 5 | 9 |
36 |
Yes
|
Non-Travel
| 715 |
Human Resources
| 49 | 2 |
Other
| 1 | 3,349 | 3 |
Female
| 39 | 4 | 1 |
Research Director
| 4 |
Married
| 11,699 | 280,776 | 2 |
Y
|
Yes
| 32 | 3 | 2 | 80 | 2 | 34 | 1 | 2 | 34 | 23 | 29 | 14 |
21 |
No
|
Travel_Rarely
| 190 |
Human Resources
| 12 | 2 |
Medical
| 1 | 3,350 | 3 |
Male
| 191 | 2 | 4 |
Research Scientist
| 4 |
Single
| 22,005 | 264,060 | 5 |
Y
|
Yes
| 14 | 2 | 3 | 80 | 2 | 1 | 1 | 4 | 1 | 1 | 1 | 1 |
46 |
Yes
|
Travel_Rarely
| 333 |
Human Resources
| 18 | 2 |
Marketing
| 1 | 3,351 | 4 |
Male
| 147 | 1 | 5 |
Research Scientist
| 4 |
Divorced
| 30,172 | 241,376 | 0 |
Y
|
Yes
| 40 | 4 | 3 | 80 | 4 | 1 | 2 | 4 | 1 | 1 | 1 | 1 |
18 |
Yes
|
Travel_Rarely
| 1,068 |
Hardware
| 50 | 5 |
Technical Degree
| 1 | 3,352 | 3 |
Male
| 146 | 3 | 5 |
Manufacturing Director
| 4 |
Divorced
| 19,616 | 176,544 | 8 |
Y
|
Yes
| 26 | 4 | 1 | 80 | 2 | 24 | 6 | 4 | 18 | 6 | 5 | 1 |
23 |
Yes
|
Travel_Rarely
| 739 |
Support
| 35 | 5 |
Marketing
| 1 | 3,353 | 1 |
Male
| 35 | 3 | 1 |
Sales Representative
| 2 |
Divorced
| 26,837 | 268,370 | 0 |
Y
|
No
| 32 | 2 | 2 | 80 | 1 | 21 | 5 | 3 | 14 | 14 | 8 | 14 |
25 |
No
|
Non-Travel
| 188 |
Research & Development
| 3 | 4 |
Medical
| 1 | 3,354 | 4 |
Female
| 81 | 1 | 2 |
Developer
| 2 |
Married
| 40,193 | 200,965 | 3 |
Y
|
No
| 23 | 2 | 3 | 80 | 3 | 15 | 5 | 2 | 1 | 1 | 1 | 1 |
57 |
Yes
|
Non-Travel
| 374 |
Human Resources
| 22 | 5 |
Technical Degree
| 1 | 3,355 | 3 |
Male
| 40 | 2 | 1 |
Healthcare Representative
| 1 |
Married
| 35,700 | 928,200 | 2 |
Y
|
Yes
| 28 | 1 | 1 | 80 | 3 | 25 | 5 | 2 | 7 | 4 | 7 | 4 |
60 |
Yes
|
Travel_Rarely
| 585 |
Support
| 7 | 2 |
Other
| 1 | 3,356 | 2 |
Female
| 148 | 3 | 3 |
Manager
| 2 |
Married
| 10,242 | 40,968 | 3 |
Y
|
Yes
| 13 | 3 | 1 | 80 | 1 | 36 | 3 | 2 | 8 | 8 | 2 | 5 |
21 |
Yes
|
Non-Travel
| 1,493 |
Support
| 36 | 4 |
Marketing
| 1 | 3,357 | 1 |
Female
| 133 | 1 | 3 |
Research Scientist
| 1 |
Divorced
| 45,731 | 1,234,737 | 8 |
Y
|
No
| 15 | 3 | 2 | 80 | 1 | 34 | 3 | 2 | 26 | 15 | 3 | 9 |
44 |
No
|
Non-Travel
| 398 |
Sales
| 2 | 3 |
Technical Degree
| 1 | 3,358 | 3 |
Male
| 71 | 4 | 3 |
Healthcare Representative
| 2 |
Married
| 19,589 | 215,479 | 7 |
Y
|
Yes
| 47 | 1 | 1 | 80 | 2 | 4 | 4 | 4 | 2 | 1 | 1 | 2 |
46 |
No
|
Travel_Rarely
| 787 |
Software
| 50 | 5 |
Human Resources
| 1 | 3,359 | 1 |
Male
| 178 | 4 | 2 |
Developer
| 3 |
Divorced
| 30,909 | 494,544 | 6 |
Y
|
Yes
| 28 | 1 | 1 | 80 | 4 | 22 | 2 | 4 | 22 | 18 | 1 | 21 |
38 |
No
|
Travel_Rarely
| 930 |
Support
| 29 | 2 |
Life Sciences
| 1 | 3,360 | 3 |
Male
| 133 | 3 | 2 |
Laboratory Technician
| 2 |
Divorced
| 16,572 | 364,584 | 4 |
Y
|
No
| 24 | 3 | 4 | 80 | 2 | 15 | 3 | 3 | 14 | 8 | 10 | 14 |
54 |
No
|
Non-Travel
| 1,081 |
Software
| 14 | 5 |
Other
| 1 | 3,361 | 4 |
Female
| 169 | 3 | 3 |
Healthcare Representative
| 4 |
Single
| 44,539 | 846,241 | 5 |
Y
|
Yes
| 38 | 4 | 3 | 80 | 3 | 23 | 4 | 3 | 14 | 4 | 8 | 12 |
24 |
Yes
|
Non-Travel
| 447 |
Sales
| 32 | 5 |
Technical Degree
| 1 | 3,362 | 4 |
Female
| 197 | 3 | 3 |
Manager
| 4 |
Single
| 40,145 | 682,465 | 4 |
Y
|
Yes
| 49 | 2 | 2 | 80 | 4 | 5 | 1 | 1 | 2 | 2 | 1 | 2 |
55 |
No
|
Travel_Frequently
| 474 |
Human Resources
| 16 | 1 |
Human Resources
| 1 | 3,363 | 2 |
Male
| 82 | 4 | 2 |
Developer
| 2 |
Married
| 26,257 | 708,939 | 1 |
Y
|
No
| 24 | 3 | 2 | 80 | 3 | 25 | 5 | 1 | 4 | 3 | 3 | 2 |
21 |
No
|
Non-Travel
| 1,320 |
Sales
| 8 | 3 |
Life Sciences
| 1 | 3,364 | 3 |
Male
| 37 | 3 | 3 |
Healthcare Representative
| 2 |
Single
| 6,083 | 170,324 | 8 |
Y
|
Yes
| 10 | 4 | 1 | 80 | 4 | 37 | 5 | 1 | 20 | 8 | 9 | 20 |
35 |
Yes
|
Travel_Frequently
| 1,079 |
Human Resources
| 42 | 5 |
Marketing
| 1 | 3,365 | 2 |
Female
| 163 | 4 | 1 |
Manufacturing Director
| 3 |
Married
| 32,669 | 620,711 | 5 |
Y
|
Yes
| 0 | 3 | 2 | 80 | 3 | 32 | 2 | 3 | 5 | 4 | 5 | 2 |
54 |
Yes
|
Travel_Rarely
| 1,083 |
Software
| 28 | 3 |
Medical
| 1 | 3,366 | 3 |
Female
| 166 | 3 | 2 |
Healthcare Representative
| 2 |
Divorced
| 26,980 | 647,520 | 3 |
Y
|
No
| 2 | 4 | 3 | 80 | 1 | 3 | 6 | 1 | 3 | 3 | 1 | 3 |
34 |
Yes
|
Travel_Frequently
| 1,407 |
Human Resources
| 24 | 3 |
Technical Degree
| 1 | 3,367 | 2 |
Female
| 172 | 3 | 1 |
Sales Representative
| 4 |
Married
| 15,064 | 210,896 | 4 |
Y
|
No
| 13 | 1 | 3 | 80 | 2 | 30 | 4 | 1 | 7 | 2 | 7 | 1 |
42 |
Yes
|
Non-Travel
| 1,291 |
Support
| 38 | 3 |
Technical Degree
| 1 | 3,368 | 2 |
Male
| 30 | 4 | 2 |
Developer
| 3 |
Divorced
| 8,216 | 230,048 | 2 |
Y
|
No
| 45 | 3 | 2 | 80 | 1 | 7 | 4 | 1 | 3 | 2 | 2 | 1 |
42 |
Yes
|
Travel_Rarely
| 1,266 |
Support
| 19 | 5 |
Marketing
| 1 | 3,369 | 3 |
Male
| 49 | 1 | 4 |
Laboratory Technician
| 3 |
Divorced
| 30,126 | 331,386 | 2 |
Y
|
Yes
| 9 | 1 | 4 | 80 | 1 | 40 | 1 | 3 | 8 | 1 | 5 | 4 |
45 |
Yes
|
Travel_Frequently
| 1,259 |
Human Resources
| 46 | 3 |
Life Sciences
| 1 | 3,370 | 4 |
Female
| 193 | 1 | 3 |
Research Director
| 3 |
Single
| 24,597 | 541,134 | 7 |
Y
|
Yes
| 48 | 1 | 4 | 80 | 1 | 9 | 5 | 4 | 7 | 3 | 6 | 1 |
20 |
No
|
Non-Travel
| 727 |
Hardware
| 24 | 4 |
Human Resources
| 1 | 3,371 | 1 |
Male
| 66 | 2 | 2 |
Sales Executive
| 2 |
Divorced
| 32,104 | 385,248 | 5 |
Y
|
Yes
| 49 | 4 | 1 | 80 | 2 | 24 | 6 | 3 | 16 | 11 | 8 | 14 |
37 |
Yes
|
Non-Travel
| 1,464 |
Support
| 14 | 1 |
Human Resources
| 1 | 3,372 | 2 |
Female
| 172 | 3 | 3 |
Laboratory Technician
| 3 |
Divorced
| 44,842 | 448,420 | 8 |
Y
|
No
| 37 | 3 | 3 | 80 | 1 | 29 | 3 | 3 | 24 | 20 | 15 | 9 |
55 |
Yes
|
Travel_Rarely
| 302 |
Hardware
| 33 | 3 |
Other
| 1 | 3,373 | 4 |
Female
| 134 | 3 | 3 |
Human Resources
| 2 |
Married
| 7,353 | 73,530 | 3 |
Y
|
No
| 8 | 3 | 3 | 80 | 3 | 11 | 2 | 3 | 8 | 2 | 7 | 7 |
60 |
Yes
|
Travel_Rarely
| 1,180 |
Support
| 47 | 2 |
Human Resources
| 1 | 3,374 | 1 |
Male
| 163 | 1 | 4 |
Human Resources
| 1 |
Married
| 33,605 | 840,125 | 3 |
Y
|
No
| 23 | 3 | 1 | 80 | 3 | 30 | 2 | 2 | 11 | 9 | 3 | 9 |
26 |
No
|
Travel_Rarely
| 1,408 |
Hardware
| 39 | 3 |
Human Resources
| 1 | 3,375 | 2 |
Male
| 167 | 1 | 2 |
Developer
| 3 |
Married
| 24,701 | 741,030 | 8 |
Y
|
Yes
| 3 | 2 | 3 | 80 | 3 | 18 | 6 | 1 | 11 | 7 | 1 | 5 |
58 |
Yes
|
Travel_Frequently
| 457 |
Software
| 34 | 1 |
Marketing
| 1 | 3,376 | 4 |
Male
| 113 | 4 | 4 |
Healthcare Representative
| 3 |
Married
| 23,233 | 464,660 | 5 |
Y
|
No
| 12 | 1 | 1 | 80 | 1 | 11 | 4 | 2 | 4 | 3 | 4 | 1 |
45 |
Yes
|
Non-Travel
| 955 |
Software
| 42 | 1 |
Marketing
| 1 | 3,377 | 3 |
Male
| 56 | 1 | 5 |
Laboratory Technician
| 3 |
Married
| 37,576 | 901,824 | 7 |
Y
|
No
| 16 | 3 | 1 | 80 | 1 | 39 | 4 | 3 | 1 | 1 | 1 | 1 |
56 |
Yes
|
Non-Travel
| 1,485 |
Sales
| 30 | 3 |
Life Sciences
| 1 | 3,378 | 4 |
Female
| 32 | 1 | 4 |
Sales Executive
| 3 |
Divorced
| 9,932 | 49,660 | 3 |
Y
|
No
| 46 | 2 | 4 | 80 | 1 | 10 | 2 | 2 | 6 | 1 | 3 | 1 |
26 |
Yes
|
Travel_Rarely
| 844 |
Support
| 1 | 3 |
Human Resources
| 1 | 3,379 | 4 |
Male
| 51 | 3 | 3 |
Developer
| 2 |
Married
| 36,322 | 980,694 | 3 |
Y
|
No
| 33 | 3 | 2 | 80 | 1 | 18 | 4 | 3 | 9 | 4 | 1 | 4 |
18 |
No
|
Travel_Frequently
| 557 |
Sales
| 28 | 2 |
Medical
| 1 | 3,380 | 3 |
Male
| 196 | 2 | 4 |
Developer
| 4 |
Married
| 41,532 | 1,204,428 | 2 |
Y
|
No
| 9 | 3 | 4 | 80 | 2 | 21 | 2 | 1 | 13 | 4 | 4 | 8 |
24 |
Yes
|
Non-Travel
| 279 |
Human Resources
| 18 | 3 |
Life Sciences
| 1 | 3,381 | 2 |
Female
| 184 | 1 | 3 |
Manufacturing Director
| 2 |
Divorced
| 11,651 | 11,651 | 7 |
Y
|
No
| 30 | 1 | 2 | 80 | 2 | 18 | 3 | 3 | 2 | 1 | 1 | 2 |
24 |
No
|
Non-Travel
| 1,396 |
Software
| 38 | 1 |
Other
| 1 | 3,382 | 1 |
Male
| 105 | 3 | 1 |
Manufacturing Director
| 2 |
Single
| 26,550 | 637,200 | 3 |
Y
|
No
| 14 | 3 | 1 | 80 | 1 | 17 | 2 | 2 | 6 | 2 | 3 | 3 |
38 |
Yes
|
Non-Travel
| 817 |
Software
| 2 | 4 |
Human Resources
| 1 | 3,383 | 3 |
Female
| 138 | 1 | 4 |
Laboratory Technician
| 3 |
Single
| 2,668 | 8,004 | 8 |
Y
|
Yes
| 18 | 4 | 4 | 80 | 3 | 39 | 6 | 3 | 29 | 9 | 24 | 1 |
48 |
Yes
|
Non-Travel
| 1,132 |
Sales
| 35 | 2 |
Human Resources
| 1 | 3,384 | 4 |
Male
| 52 | 4 | 1 |
Research Scientist
| 2 |
Divorced
| 6,718 | 154,514 | 5 |
Y
|
No
| 29 | 2 | 2 | 80 | 4 | 30 | 2 | 1 | 7 | 3 | 2 | 3 |
32 |
Yes
|
Travel_Rarely
| 1,144 |
Hardware
| 1 | 5 |
Life Sciences
| 1 | 3,385 | 2 |
Male
| 148 | 4 | 3 |
Sales Representative
| 2 |
Divorced
| 15,401 | 246,416 | 8 |
Y
|
No
| 40 | 1 | 2 | 80 | 2 | 3 | 4 | 4 | 1 | 1 | 1 | 1 |
53 |
Yes
|
Travel_Frequently
| 1,405 |
Sales
| 24 | 3 |
Medical
| 1 | 3,386 | 1 |
Female
| 158 | 4 | 2 |
Research Director
| 1 |
Single
| 47,688 | 429,192 | 2 |
Y
|
Yes
| 18 | 2 | 4 | 80 | 1 | 3 | 6 | 4 | 2 | 2 | 2 | 1 |
48 |
Yes
|
Non-Travel
| 992 |
Software
| 3 | 1 |
Life Sciences
| 1 | 3,387 | 2 |
Female
| 163 | 2 | 1 |
Laboratory Technician
| 2 |
Married
| 10,273 | 184,914 | 2 |
Y
|
Yes
| 6 | 4 | 4 | 80 | 1 | 14 | 2 | 4 | 8 | 6 | 8 | 2 |
53 |
No
|
Travel_Rarely
| 792 |
Human Resources
| 4 | 3 |
Other
| 1 | 3,388 | 3 |
Male
| 128 | 2 | 1 |
Research Scientist
| 4 |
Single
| 15,076 | 90,456 | 1 |
Y
|
No
| 9 | 3 | 1 | 80 | 4 | 5 | 3 | 2 | 5 | 5 | 3 | 2 |
37 |
No
|
Non-Travel
| 309 |
Support
| 21 | 4 |
Medical
| 1 | 3,389 | 1 |
Female
| 154 | 1 | 5 |
Research Director
| 4 |
Single
| 19,466 | 467,184 | 3 |
Y
|
Yes
| 3 | 4 | 4 | 80 | 3 | 26 | 2 | 2 | 4 | 4 | 3 | 2 |
59 |
Yes
|
Travel_Rarely
| 712 |
Sales
| 23 | 3 |
Life Sciences
| 1 | 3,390 | 4 |
Female
| 135 | 2 | 5 |
Sales Executive
| 1 |
Married
| 15,555 | 264,435 | 1 |
Y
|
Yes
| 15 | 3 | 4 | 80 | 1 | 14 | 3 | 4 | 10 | 6 | 7 | 6 |
23 |
No
|
Travel_Rarely
| 1,172 |
Sales
| 8 | 2 |
Marketing
| 1 | 3,391 | 1 |
Male
| 82 | 3 | 1 |
Manufacturing Director
| 1 |
Divorced
| 17,593 | 52,779 | 6 |
Y
|
No
| 18 | 4 | 4 | 80 | 2 | 28 | 1 | 1 | 24 | 11 | 10 | 17 |
50 |
No
|
Non-Travel
| 1,315 |
Software
| 49 | 1 |
Other
| 1 | 3,392 | 2 |
Male
| 194 | 2 | 4 |
Research Scientist
| 1 |
Married
| 45,168 | 677,520 | 5 |
Y
|
No
| 1 | 2 | 3 | 80 | 1 | 38 | 2 | 4 | 15 | 10 | 12 | 4 |
29 |
Yes
|
Travel_Frequently
| 660 |
Hardware
| 21 | 1 |
Medical
| 1 | 3,393 | 2 |
Female
| 113 | 2 | 4 |
Healthcare Representative
| 3 |
Divorced
| 31,642 | 949,260 | 7 |
Y
|
Yes
| 40 | 4 | 1 | 80 | 4 | 32 | 2 | 3 | 31 | 9 | 7 | 18 |
43 |
No
|
Travel_Frequently
| 621 |
Software
| 49 | 5 |
Technical Degree
| 1 | 3,394 | 2 |
Female
| 47 | 1 | 4 |
Research Scientist
| 1 |
Divorced
| 49,559 | 1,338,093 | 7 |
Y
|
No
| 13 | 2 | 4 | 80 | 1 | 8 | 3 | 2 | 7 | 5 | 4 | 2 |
32 |
No
|
Non-Travel
| 1,100 |
Hardware
| 6 | 1 |
Technical Degree
| 1 | 3,395 | 4 |
Male
| 166 | 3 | 5 |
Manager
| 3 |
Divorced
| 38,602 | 1,080,856 | 6 |
Y
|
Yes
| 24 | 2 | 4 | 80 | 2 | 9 | 2 | 2 | 3 | 1 | 1 | 2 |
40 |
Yes
|
Travel_Rarely
| 704 |
Research & Development
| 22 | 2 |
Technical Degree
| 1 | 3,396 | 1 |
Female
| 106 | 1 | 5 |
Healthcare Representative
| 2 |
Divorced
| 13,300 | 266,000 | 2 |
Y
|
Yes
| 12 | 1 | 2 | 80 | 3 | 16 | 4 | 2 | 3 | 2 | 1 | 1 |
27 |
Yes
|
Non-Travel
| 1,376 |
Hardware
| 9 | 4 |
Medical
| 1 | 3,397 | 4 |
Male
| 185 | 2 | 2 |
Research Director
| 3 |
Divorced
| 11,729 | 82,103 | 5 |
Y
|
No
| 32 | 2 | 3 | 80 | 2 | 36 | 2 | 3 | 22 | 12 | 1 | 10 |
59 |
Yes
|
Travel_Frequently
| 1,279 |
Human Resources
| 42 | 1 |
Other
| 1 | 3,398 | 2 |
Female
| 67 | 4 | 2 |
Research Director
| 1 |
Divorced
| 8,020 | 56,140 | 1 |
Y
|
No
| 23 | 3 | 2 | 80 | 3 | 8 | 4 | 2 | 6 | 3 | 3 | 4 |
21 |
Yes
|
Travel_Rarely
| 615 |
Sales
| 11 | 3 |
Technical Degree
| 1 | 3,399 | 2 |
Male
| 109 | 3 | 2 |
Sales Representative
| 4 |
Married
| 38,885 | 427,735 | 7 |
Y
|
Yes
| 24 | 2 | 3 | 80 | 4 | 20 | 1 | 2 | 20 | 6 | 9 | 7 |
28 |
Yes
|
Travel_Frequently
| 605 |
Sales
| 46 | 4 |
Life Sciences
| 1 | 3,400 | 1 |
Male
| 106 | 3 | 4 |
Human Resources
| 1 |
Single
| 41,490 | 290,430 | 4 |
Y
|
Yes
| 13 | 3 | 4 | 80 | 2 | 7 | 2 | 1 | 4 | 3 | 4 | 1 |
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