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
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
40 |
No
|
Travel_Rarely
| 216 |
Research & Development
| 1 | 1 |
Human Resources
| 1 | 1,501 | 2 |
Male
| 107 | 3 | 3 |
Developer
| 1 |
Divorced
| 48,215 | 1,350,020 | 2 |
Y
|
No
| 33 | 1 | 2 | 80 | 1 | 40 | 6 | 4 | 29 | 19 | 19 | 3 |
19 |
No
|
Travel_Rarely
| 260 |
Human Resources
| 16 | 2 |
Technical Degree
| 1 | 1,502 | 2 |
Male
| 43 | 1 | 1 |
Sales Representative
| 2 |
Married
| 46,455 | 696,825 | 0 |
Y
|
No
| 17 | 1 | 4 | 80 | 1 | 28 | 4 | 3 | 27 | 23 | 13 | 16 |
54 |
No
|
Non-Travel
| 681 |
Sales
| 13 | 4 |
Technical Degree
| 1 | 1,503 | 3 |
Female
| 68 | 2 | 1 |
Sales Representative
| 3 |
Single
| 26,959 | 566,139 | 4 |
Y
|
No
| 43 | 4 | 2 | 80 | 1 | 4 | 2 | 3 | 2 | 1 | 1 | 2 |
59 |
No
|
Non-Travel
| 404 |
Human Resources
| 27 | 2 |
Life Sciences
| 1 | 1,504 | 4 |
Female
| 44 | 4 | 4 |
Sales Representative
| 4 |
Divorced
| 31,846 | 636,920 | 0 |
Y
|
No
| 49 | 1 | 4 | 80 | 3 | 23 | 5 | 4 | 3 | 3 | 1 | 3 |
21 |
No
|
Travel_Rarely
| 1,025 |
Support
| 40 | 3 |
Human Resources
| 1 | 1,505 | 3 |
Male
| 42 | 1 | 1 |
Laboratory Technician
| 4 |
Single
| 35,143 | 70,286 | 5 |
Y
|
Yes
| 31 | 2 | 2 | 80 | 3 | 11 | 6 | 3 | 8 | 6 | 3 | 1 |
26 |
Yes
|
Travel_Frequently
| 941 |
Research & Development
| 43 | 4 |
Life Sciences
| 1 | 1,506 | 4 |
Female
| 117 | 4 | 4 |
Research Scientist
| 1 |
Divorced
| 7,559 | 166,298 | 3 |
Y
|
Yes
| 41 | 3 | 2 | 80 | 4 | 1 | 5 | 1 | 1 | 1 | 1 | 1 |
55 |
No
|
Travel_Rarely
| 277 |
Sales
| 19 | 5 |
Other
| 1 | 1,507 | 2 |
Female
| 170 | 3 | 2 |
Developer
| 3 |
Divorced
| 2,150 | 27,950 | 2 |
Y
|
Yes
| 44 | 2 | 3 | 80 | 2 | 27 | 3 | 2 | 10 | 5 | 3 | 9 |
25 |
No
|
Travel_Frequently
| 784 |
Research & Development
| 47 | 2 |
Life Sciences
| 1 | 1,508 | 4 |
Female
| 107 | 2 | 4 |
Manager
| 4 |
Married
| 30,289 | 242,312 | 4 |
Y
|
No
| 47 | 2 | 2 | 80 | 3 | 30 | 1 | 1 | 5 | 3 | 2 | 2 |
33 |
No
|
Travel_Rarely
| 884 |
Human Resources
| 42 | 5 |
Life Sciences
| 1 | 1,509 | 1 |
Male
| 117 | 1 | 5 |
Healthcare Representative
| 4 |
Single
| 25,114 | 477,166 | 7 |
Y
|
No
| 30 | 3 | 2 | 80 | 2 | 19 | 3 | 2 | 17 | 13 | 8 | 2 |
47 |
Yes
|
Travel_Rarely
| 1,204 |
Software
| 12 | 3 |
Human Resources
| 1 | 1,510 | 3 |
Male
| 166 | 2 | 2 |
Sales Representative
| 3 |
Single
| 19,952 | 518,752 | 2 |
Y
|
No
| 2 | 1 | 3 | 80 | 3 | 9 | 2 | 1 | 5 | 2 | 5 | 4 |
52 |
No
|
Travel_Rarely
| 229 |
Support
| 31 | 3 |
Life Sciences
| 1 | 1,511 | 2 |
Female
| 178 | 2 | 4 |
Research Scientist
| 1 |
Single
| 40,380 | 282,660 | 2 |
Y
|
No
| 24 | 3 | 4 | 80 | 1 | 25 | 6 | 3 | 10 | 4 | 7 | 1 |
54 |
Yes
|
Travel_Frequently
| 516 |
Human Resources
| 44 | 3 |
Technical Degree
| 1 | 1,512 | 2 |
Female
| 32 | 2 | 2 |
Research Director
| 2 |
Married
| 24,411 | 512,631 | 7 |
Y
|
No
| 20 | 4 | 1 | 80 | 1 | 13 | 1 | 2 | 4 | 2 | 1 | 2 |
18 |
No
|
Travel_Rarely
| 250 |
Sales
| 24 | 4 |
Other
| 1 | 1,513 | 1 |
Male
| 39 | 1 | 2 |
Research Director
| 2 |
Married
| 27,975 | 615,450 | 3 |
Y
|
Yes
| 14 | 3 | 2 | 80 | 4 | 14 | 6 | 3 | 4 | 3 | 4 | 2 |
23 |
No
|
Non-Travel
| 242 |
Sales
| 9 | 4 |
Medical
| 1 | 1,514 | 4 |
Male
| 82 | 4 | 1 |
Research Director
| 4 |
Single
| 14,857 | 178,284 | 5 |
Y
|
No
| 16 | 3 | 2 | 80 | 4 | 35 | 6 | 3 | 3 | 3 | 2 | 1 |
55 |
Yes
|
Travel_Frequently
| 1,333 |
Research & Development
| 22 | 4 |
Other
| 1 | 1,515 | 2 |
Female
| 104 | 2 | 4 |
Developer
| 3 |
Single
| 47,517 | 1,330,476 | 4 |
Y
|
No
| 45 | 2 | 3 | 80 | 1 | 20 | 2 | 2 | 14 | 5 | 9 | 2 |
34 |
No
|
Non-Travel
| 1,338 |
Software
| 22 | 1 |
Other
| 1 | 1,516 | 2 |
Female
| 89 | 1 | 2 |
Laboratory Technician
| 4 |
Divorced
| 29,051 | 842,479 | 0 |
Y
|
Yes
| 9 | 1 | 1 | 80 | 2 | 9 | 4 | 3 | 2 | 1 | 1 | 1 |
44 |
No
|
Travel_Frequently
| 211 |
Sales
| 4 | 2 |
Life Sciences
| 1 | 1,517 | 4 |
Male
| 101 | 4 | 3 |
Developer
| 1 |
Divorced
| 16,514 | 363,308 | 3 |
Y
|
Yes
| 17 | 2 | 3 | 80 | 4 | 24 | 6 | 2 | 11 | 2 | 4 | 10 |
60 |
Yes
|
Travel_Frequently
| 252 |
Hardware
| 33 | 4 |
Other
| 1 | 1,518 | 3 |
Female
| 153 | 4 | 5 |
Manufacturing Director
| 4 |
Single
| 42,099 | 1,094,574 | 6 |
Y
|
Yes
| 6 | 4 | 3 | 80 | 2 | 24 | 2 | 2 | 7 | 3 | 1 | 1 |
21 |
Yes
|
Travel_Frequently
| 762 |
Support
| 4 | 5 |
Marketing
| 1 | 1,519 | 1 |
Female
| 103 | 2 | 1 |
Sales Representative
| 4 |
Single
| 4,479 | 120,933 | 3 |
Y
|
No
| 0 | 1 | 1 | 80 | 1 | 31 | 2 | 2 | 1 | 1 | 1 | 1 |
23 |
Yes
|
Non-Travel
| 533 |
Software
| 1 | 5 |
Other
| 1 | 1,520 | 1 |
Female
| 182 | 4 | 1 |
Laboratory Technician
| 4 |
Married
| 6,952 | 55,616 | 0 |
Y
|
No
| 32 | 3 | 3 | 80 | 4 | 33 | 4 | 4 | 6 | 6 | 4 | 6 |
50 |
Yes
|
Non-Travel
| 714 |
Sales
| 33 | 3 |
Marketing
| 1 | 1,521 | 1 |
Female
| 142 | 4 | 1 |
Sales Representative
| 2 |
Divorced
| 28,803 | 835,287 | 4 |
Y
|
Yes
| 10 | 1 | 1 | 80 | 2 | 14 | 5 | 3 | 7 | 5 | 2 | 1 |
39 |
Yes
|
Non-Travel
| 1,414 |
Research & Development
| 34 | 3 |
Technical Degree
| 1 | 1,522 | 3 |
Female
| 96 | 2 | 1 |
Sales Executive
| 3 |
Single
| 19,326 | 328,542 | 2 |
Y
|
Yes
| 39 | 2 | 3 | 80 | 4 | 30 | 6 | 2 | 22 | 18 | 21 | 13 |
49 |
Yes
|
Travel_Frequently
| 266 |
Sales
| 7 | 5 |
Medical
| 1 | 1,523 | 3 |
Female
| 57 | 2 | 4 |
Research Scientist
| 3 |
Single
| 50,826 | 1,321,476 | 7 |
Y
|
No
| 30 | 2 | 4 | 80 | 2 | 1 | 3 | 1 | 1 | 1 | 1 | 1 |
32 |
Yes
|
Travel_Frequently
| 804 |
Human Resources
| 44 | 2 |
Technical Degree
| 1 | 1,524 | 3 |
Male
| 96 | 1 | 3 |
Research Scientist
| 4 |
Married
| 24,222 | 411,774 | 7 |
Y
|
No
| 32 | 4 | 2 | 80 | 1 | 24 | 4 | 4 | 22 | 14 | 12 | 3 |
31 |
No
|
Travel_Rarely
| 539 |
Sales
| 39 | 5 |
Technical Degree
| 1 | 1,525 | 1 |
Female
| 90 | 1 | 1 |
Laboratory Technician
| 3 |
Divorced
| 33,038 | 66,076 | 7 |
Y
|
No
| 4 | 1 | 4 | 80 | 3 | 39 | 5 | 4 | 18 | 9 | 14 | 14 |
57 |
No
|
Travel_Rarely
| 1,439 |
Software
| 23 | 5 |
Life Sciences
| 1 | 1,526 | 2 |
Male
| 195 | 2 | 2 |
Research Director
| 3 |
Married
| 43,729 | 218,645 | 0 |
Y
|
Yes
| 25 | 4 | 2 | 80 | 1 | 39 | 1 | 1 | 4 | 4 | 2 | 4 |
37 |
Yes
|
Non-Travel
| 730 |
Software
| 34 | 1 |
Medical
| 1 | 1,527 | 4 |
Male
| 52 | 2 | 5 |
Manager
| 2 |
Married
| 30,853 | 401,089 | 7 |
Y
|
No
| 11 | 1 | 2 | 80 | 1 | 11 | 5 | 2 | 1 | 1 | 1 | 1 |
49 |
No
|
Travel_Frequently
| 883 |
Research & Development
| 36 | 2 |
Medical
| 1 | 1,528 | 2 |
Female
| 143 | 2 | 2 |
Sales Executive
| 2 |
Married
| 18,311 | 311,287 | 6 |
Y
|
No
| 31 | 3 | 3 | 80 | 2 | 1 | 1 | 4 | 1 | 1 | 1 | 1 |
60 |
No
|
Travel_Frequently
| 434 |
Software
| 30 | 5 |
Marketing
| 1 | 1,529 | 3 |
Male
| 31 | 2 | 5 |
Research Scientist
| 4 |
Married
| 4,888 | 24,440 | 8 |
Y
|
No
| 17 | 3 | 2 | 80 | 1 | 8 | 6 | 2 | 5 | 2 | 1 | 3 |
21 |
No
|
Travel_Rarely
| 1,059 |
Research & Development
| 27 | 5 |
Marketing
| 1 | 1,530 | 3 |
Male
| 70 | 3 | 3 |
Healthcare Representative
| 1 |
Married
| 16,256 | 16,256 | 6 |
Y
|
No
| 30 | 4 | 2 | 80 | 4 | 13 | 1 | 2 | 9 | 6 | 7 | 4 |
30 |
Yes
|
Travel_Rarely
| 1,272 |
Support
| 21 | 3 |
Medical
| 1 | 1,531 | 4 |
Male
| 46 | 4 | 3 |
Sales Executive
| 4 |
Married
| 2,188 | 19,692 | 4 |
Y
|
No
| 48 | 2 | 2 | 80 | 4 | 31 | 5 | 3 | 12 | 12 | 4 | 3 |
58 |
No
|
Non-Travel
| 498 |
Research & Development
| 34 | 5 |
Human Resources
| 1 | 1,532 | 3 |
Female
| 127 | 1 | 4 |
Healthcare Representative
| 1 |
Single
| 28,473 | 711,825 | 0 |
Y
|
Yes
| 45 | 4 | 4 | 80 | 3 | 22 | 4 | 4 | 22 | 19 | 2 | 9 |
22 |
Yes
|
Non-Travel
| 990 |
Hardware
| 15 | 4 |
Human Resources
| 1 | 1,533 | 2 |
Male
| 159 | 3 | 3 |
Developer
| 4 |
Married
| 17,336 | 312,048 | 8 |
Y
|
Yes
| 47 | 1 | 4 | 80 | 1 | 13 | 4 | 2 | 8 | 2 | 2 | 2 |
60 |
Yes
|
Travel_Frequently
| 1,468 |
Support
| 24 | 4 |
Technical Degree
| 1 | 1,534 | 2 |
Female
| 71 | 3 | 4 |
Laboratory Technician
| 1 |
Married
| 28,334 | 56,668 | 7 |
Y
|
Yes
| 44 | 3 | 2 | 80 | 3 | 18 | 4 | 2 | 13 | 4 | 7 | 10 |
27 |
No
|
Non-Travel
| 1,497 |
Sales
| 10 | 2 |
Medical
| 1 | 1,535 | 2 |
Male
| 88 | 2 | 5 |
Manufacturing Director
| 2 |
Single
| 6,880 | 34,400 | 3 |
Y
|
No
| 35 | 1 | 3 | 80 | 1 | 34 | 4 | 2 | 29 | 13 | 17 | 21 |
37 |
No
|
Travel_Frequently
| 1,491 |
Research & Development
| 23 | 1 |
Technical Degree
| 1 | 1,536 | 1 |
Male
| 70 | 3 | 2 |
Manager
| 1 |
Married
| 38,738 | 309,904 | 2 |
Y
|
Yes
| 18 | 3 | 1 | 80 | 1 | 7 | 1 | 4 | 6 | 5 | 5 | 1 |
47 |
Yes
|
Travel_Frequently
| 866 |
Hardware
| 32 | 1 |
Other
| 1 | 1,537 | 4 |
Female
| 72 | 4 | 5 |
Research Scientist
| 3 |
Married
| 43,022 | 860,440 | 5 |
Y
|
Yes
| 16 | 1 | 3 | 80 | 3 | 31 | 3 | 1 | 29 | 14 | 7 | 12 |
57 |
Yes
|
Non-Travel
| 707 |
Research & Development
| 28 | 1 |
Medical
| 1 | 1,538 | 4 |
Male
| 141 | 3 | 1 |
Sales Representative
| 1 |
Married
| 11,089 | 310,492 | 6 |
Y
|
No
| 29 | 4 | 2 | 80 | 3 | 1 | 5 | 3 | 1 | 1 | 1 | 1 |
46 |
No
|
Non-Travel
| 1,302 |
Software
| 36 | 4 |
Other
| 1 | 1,539 | 2 |
Female
| 71 | 1 | 2 |
Developer
| 1 |
Married
| 4,998 | 84,966 | 0 |
Y
|
No
| 24 | 3 | 2 | 80 | 1 | 3 | 6 | 3 | 2 | 2 | 1 | 2 |
46 |
No
|
Travel_Rarely
| 881 |
Hardware
| 40 | 5 |
Life Sciences
| 1 | 1,540 | 1 |
Male
| 127 | 2 | 3 |
Human Resources
| 2 |
Single
| 33,380 | 734,360 | 0 |
Y
|
No
| 14 | 2 | 3 | 80 | 1 | 33 | 5 | 4 | 8 | 8 | 5 | 8 |
50 |
No
|
Non-Travel
| 973 |
Human Resources
| 42 | 3 |
Technical Degree
| 1 | 1,541 | 2 |
Male
| 173 | 3 | 5 |
Human Resources
| 4 |
Single
| 19,090 | 496,340 | 4 |
Y
|
Yes
| 20 | 2 | 1 | 80 | 1 | 39 | 5 | 1 | 33 | 16 | 6 | 33 |
44 |
No
|
Travel_Rarely
| 214 |
Hardware
| 46 | 3 |
Other
| 1 | 1,542 | 2 |
Female
| 88 | 3 | 2 |
Research Scientist
| 4 |
Single
| 47,062 | 47,062 | 3 |
Y
|
No
| 5 | 2 | 4 | 80 | 2 | 23 | 4 | 2 | 20 | 8 | 14 | 7 |
45 |
Yes
|
Travel_Rarely
| 1,029 |
Software
| 29 | 3 |
Other
| 1 | 1,543 | 4 |
Female
| 41 | 2 | 5 |
Manufacturing Director
| 4 |
Married
| 20,719 | 145,033 | 7 |
Y
|
Yes
| 12 | 3 | 1 | 80 | 1 | 30 | 5 | 1 | 15 | 14 | 5 | 6 |
32 |
No
|
Travel_Rarely
| 1,080 |
Human Resources
| 3 | 1 |
Medical
| 1 | 1,544 | 4 |
Female
| 193 | 1 | 1 |
Sales Representative
| 2 |
Single
| 14,888 | 29,776 | 2 |
Y
|
No
| 22 | 2 | 2 | 80 | 4 | 15 | 6 | 4 | 10 | 2 | 10 | 2 |
51 |
No
|
Travel_Frequently
| 598 |
Support
| 35 | 1 |
Human Resources
| 1 | 1,545 | 1 |
Male
| 34 | 1 | 4 |
Laboratory Technician
| 4 |
Married
| 24,529 | 73,587 | 7 |
Y
|
No
| 44 | 3 | 2 | 80 | 1 | 12 | 2 | 3 | 4 | 4 | 2 | 4 |
50 |
Yes
|
Travel_Frequently
| 508 |
Software
| 36 | 4 |
Human Resources
| 1 | 1,546 | 2 |
Male
| 77 | 1 | 1 |
Sales Executive
| 4 |
Divorced
| 44,427 | 444,270 | 6 |
Y
|
No
| 25 | 4 | 1 | 80 | 2 | 18 | 4 | 2 | 13 | 7 | 6 | 2 |
48 |
No
|
Travel_Frequently
| 568 |
Hardware
| 21 | 5 |
Human Resources
| 1 | 1,547 | 3 |
Female
| 30 | 2 | 3 |
Developer
| 4 |
Single
| 50,929 | 916,722 | 0 |
Y
|
No
| 34 | 4 | 3 | 80 | 2 | 19 | 4 | 2 | 6 | 2 | 5 | 4 |
21 |
No
|
Travel_Frequently
| 860 |
Research & Development
| 12 | 2 |
Other
| 1 | 1,548 | 2 |
Female
| 77 | 4 | 4 |
Developer
| 4 |
Divorced
| 34,428 | 103,284 | 2 |
Y
|
Yes
| 23 | 4 | 4 | 80 | 1 | 30 | 5 | 1 | 6 | 6 | 2 | 1 |
45 |
No
|
Travel_Frequently
| 882 |
Research & Development
| 47 | 5 |
Technical Degree
| 1 | 1,549 | 4 |
Female
| 43 | 4 | 1 |
Research Director
| 1 |
Married
| 20,016 | 260,208 | 3 |
Y
|
Yes
| 40 | 1 | 1 | 80 | 4 | 17 | 2 | 2 | 2 | 2 | 2 | 1 |
47 |
Yes
|
Travel_Frequently
| 1,429 |
Human Resources
| 43 | 1 |
Life Sciences
| 1 | 1,550 | 2 |
Female
| 135 | 4 | 2 |
Laboratory Technician
| 2 |
Divorced
| 23,716 | 47,432 | 7 |
Y
|
Yes
| 36 | 3 | 4 | 80 | 3 | 37 | 2 | 2 | 11 | 10 | 4 | 6 |
41 |
Yes
|
Non-Travel
| 209 |
Human Resources
| 23 | 4 |
Technical Degree
| 1 | 1,551 | 3 |
Female
| 109 | 4 | 2 |
Developer
| 3 |
Married
| 36,311 | 399,421 | 7 |
Y
|
Yes
| 22 | 3 | 1 | 80 | 1 | 9 | 5 | 2 | 6 | 2 | 4 | 1 |
32 |
No
|
Travel_Rarely
| 669 |
Software
| 4 | 3 |
Medical
| 1 | 1,552 | 2 |
Female
| 51 | 1 | 4 |
Sales Representative
| 3 |
Divorced
| 34,822 | 208,932 | 2 |
Y
|
No
| 25 | 2 | 3 | 80 | 2 | 5 | 4 | 3 | 5 | 3 | 3 | 4 |
41 |
Yes
|
Non-Travel
| 252 |
Sales
| 40 | 5 |
Technical Degree
| 1 | 1,553 | 1 |
Female
| 31 | 1 | 4 |
Research Scientist
| 4 |
Married
| 50,262 | 1,306,812 | 0 |
Y
|
Yes
| 19 | 2 | 2 | 80 | 1 | 35 | 2 | 2 | 23 | 2 | 23 | 13 |
37 |
No
|
Non-Travel
| 1,332 |
Sales
| 31 | 3 |
Medical
| 1 | 1,554 | 4 |
Male
| 42 | 2 | 4 |
Developer
| 3 |
Single
| 17,027 | 374,594 | 7 |
Y
|
No
| 29 | 4 | 1 | 80 | 1 | 36 | 2 | 2 | 25 | 22 | 25 | 21 |
42 |
Yes
|
Travel_Frequently
| 445 |
Research & Development
| 15 | 5 |
Human Resources
| 1 | 1,555 | 2 |
Female
| 140 | 3 | 3 |
Research Director
| 4 |
Married
| 44,939 | 853,841 | 3 |
Y
|
Yes
| 28 | 4 | 2 | 80 | 3 | 13 | 3 | 3 | 7 | 1 | 7 | 6 |
33 |
No
|
Travel_Rarely
| 1,292 |
Support
| 25 | 4 |
Human Resources
| 1 | 1,556 | 3 |
Male
| 79 | 1 | 4 |
Laboratory Technician
| 2 |
Single
| 6,006 | 168,168 | 8 |
Y
|
Yes
| 49 | 3 | 3 | 80 | 2 | 29 | 5 | 1 | 11 | 10 | 1 | 1 |
34 |
No
|
Non-Travel
| 1,395 |
Sales
| 47 | 3 |
Other
| 1 | 1,557 | 3 |
Female
| 151 | 2 | 3 |
Healthcare Representative
| 1 |
Divorced
| 8,857 | 132,855 | 4 |
Y
|
No
| 48 | 4 | 2 | 80 | 2 | 32 | 2 | 3 | 16 | 7 | 13 | 16 |
19 |
Yes
|
Non-Travel
| 829 |
Support
| 41 | 5 |
Technical Degree
| 1 | 1,558 | 1 |
Female
| 117 | 2 | 4 |
Developer
| 1 |
Divorced
| 29,756 | 386,828 | 0 |
Y
|
No
| 26 | 4 | 3 | 80 | 1 | 18 | 5 | 3 | 15 | 11 | 2 | 9 |
51 |
Yes
|
Travel_Frequently
| 726 |
Support
| 37 | 2 |
Marketing
| 1 | 1,559 | 1 |
Male
| 84 | 2 | 2 |
Manufacturing Director
| 4 |
Married
| 18,376 | 73,504 | 8 |
Y
|
Yes
| 7 | 4 | 1 | 80 | 4 | 2 | 5 | 1 | 2 | 1 | 1 | 1 |
46 |
No
|
Travel_Frequently
| 1,474 |
Research & Development
| 16 | 5 |
Life Sciences
| 1 | 1,560 | 3 |
Male
| 116 | 1 | 3 |
Research Director
| 1 |
Divorced
| 3,008 | 81,216 | 3 |
Y
|
No
| 40 | 2 | 2 | 80 | 2 | 24 | 6 | 2 | 6 | 5 | 1 | 1 |
26 |
No
|
Travel_Rarely
| 386 |
Research & Development
| 26 | 5 |
Human Resources
| 1 | 1,561 | 2 |
Male
| 96 | 1 | 2 |
Research Scientist
| 3 |
Married
| 15,608 | 374,592 | 2 |
Y
|
Yes
| 19 | 3 | 4 | 80 | 3 | 2 | 4 | 2 | 1 | 1 | 1 | 1 |
47 |
Yes
|
Travel_Rarely
| 1,274 |
Sales
| 50 | 2 |
Marketing
| 1 | 1,562 | 2 |
Female
| 172 | 3 | 2 |
Manager
| 3 |
Single
| 14,802 | 192,426 | 4 |
Y
|
Yes
| 0 | 1 | 3 | 80 | 4 | 36 | 3 | 3 | 25 | 1 | 14 | 8 |
22 |
No
|
Non-Travel
| 1,363 |
Support
| 7 | 2 |
Other
| 1 | 1,563 | 4 |
Female
| 176 | 2 | 3 |
Human Resources
| 4 |
Married
| 30,264 | 544,752 | 6 |
Y
|
No
| 10 | 3 | 4 | 80 | 2 | 8 | 6 | 4 | 7 | 7 | 2 | 5 |
46 |
Yes
|
Travel_Rarely
| 1,479 |
Software
| 5 | 3 |
Technical Degree
| 1 | 1,564 | 1 |
Female
| 99 | 3 | 3 |
Manager
| 4 |
Single
| 26,410 | 26,410 | 1 |
Y
|
No
| 32 | 1 | 4 | 80 | 1 | 30 | 2 | 1 | 28 | 14 | 15 | 25 |
23 |
Yes
|
Travel_Rarely
| 1,372 |
Support
| 27 | 5 |
Other
| 1 | 1,565 | 3 |
Female
| 70 | 1 | 4 |
Sales Executive
| 3 |
Single
| 6,390 | 57,510 | 5 |
Y
|
Yes
| 26 | 4 | 2 | 80 | 4 | 16 | 3 | 1 | 15 | 13 | 14 | 14 |
57 |
No
|
Travel_Frequently
| 808 |
Hardware
| 7 | 5 |
Human Resources
| 1 | 1,566 | 2 |
Female
| 38 | 3 | 3 |
Healthcare Representative
| 4 |
Single
| 9,298 | 269,642 | 0 |
Y
|
No
| 47 | 4 | 4 | 80 | 4 | 2 | 1 | 2 | 2 | 2 | 1 | 1 |
46 |
Yes
|
Travel_Rarely
| 177 |
Support
| 46 | 5 |
Technical Degree
| 1 | 1,567 | 4 |
Female
| 126 | 2 | 2 |
Human Resources
| 1 |
Divorced
| 7,419 | 140,961 | 3 |
Y
|
Yes
| 47 | 2 | 4 | 80 | 4 | 2 | 1 | 2 | 2 | 2 | 2 | 1 |
36 |
No
|
Travel_Rarely
| 1,408 |
Support
| 18 | 2 |
Technical Degree
| 1 | 1,568 | 4 |
Male
| 166 | 3 | 1 |
Sales Executive
| 4 |
Married
| 15,320 | 413,640 | 5 |
Y
|
No
| 32 | 4 | 1 | 80 | 2 | 18 | 5 | 4 | 17 | 2 | 12 | 2 |
30 |
No
|
Travel_Rarely
| 791 |
Human Resources
| 25 | 1 |
Other
| 1 | 1,569 | 4 |
Female
| 91 | 1 | 3 |
Healthcare Representative
| 1 |
Divorced
| 35,484 | 496,776 | 1 |
Y
|
Yes
| 2 | 1 | 4 | 80 | 3 | 8 | 3 | 2 | 2 | 2 | 1 | 2 |
29 |
Yes
|
Travel_Frequently
| 548 |
Hardware
| 13 | 1 |
Life Sciences
| 1 | 1,570 | 2 |
Female
| 146 | 1 | 1 |
Sales Executive
| 3 |
Divorced
| 33,821 | 202,926 | 8 |
Y
|
No
| 21 | 4 | 3 | 80 | 3 | 27 | 2 | 3 | 2 | 1 | 2 | 2 |
39 |
Yes
|
Travel_Frequently
| 711 |
Sales
| 10 | 3 |
Technical Degree
| 1 | 1,571 | 3 |
Male
| 63 | 1 | 3 |
Healthcare Representative
| 2 |
Single
| 13,424 | 228,208 | 3 |
Y
|
No
| 7 | 2 | 1 | 80 | 2 | 20 | 4 | 3 | 8 | 2 | 4 | 2 |
54 |
No
|
Non-Travel
| 1,268 |
Human Resources
| 2 | 3 |
Human Resources
| 1 | 1,572 | 1 |
Female
| 50 | 1 | 4 |
Research Scientist
| 2 |
Married
| 2,841 | 39,774 | 1 |
Y
|
No
| 7 | 1 | 4 | 80 | 3 | 36 | 4 | 1 | 7 | 5 | 2 | 4 |
28 |
Yes
|
Non-Travel
| 1,360 |
Sales
| 12 | 5 |
Marketing
| 1 | 1,573 | 3 |
Male
| 189 | 4 | 1 |
Sales Representative
| 3 |
Divorced
| 40,423 | 848,883 | 6 |
Y
|
Yes
| 25 | 2 | 1 | 80 | 1 | 5 | 3 | 1 | 3 | 3 | 1 | 2 |
45 |
No
|
Travel_Rarely
| 1,329 |
Sales
| 30 | 4 |
Life Sciences
| 1 | 1,574 | 2 |
Male
| 85 | 1 | 5 |
Healthcare Representative
| 2 |
Married
| 4,115 | 78,185 | 3 |
Y
|
Yes
| 34 | 2 | 1 | 80 | 1 | 6 | 4 | 1 | 5 | 4 | 3 | 4 |
40 |
No
|
Non-Travel
| 1,172 |
Research & Development
| 41 | 4 |
Medical
| 1 | 1,575 | 3 |
Female
| 162 | 4 | 2 |
Sales Representative
| 3 |
Divorced
| 44,723 | 1,162,798 | 7 |
Y
|
Yes
| 37 | 3 | 2 | 80 | 1 | 21 | 6 | 1 | 16 | 14 | 10 | 6 |
18 |
No
|
Travel_Rarely
| 1,381 |
Research & Development
| 3 | 4 |
Human Resources
| 1 | 1,576 | 1 |
Female
| 60 | 2 | 1 |
Research Director
| 3 |
Single
| 34,039 | 1,021,170 | 2 |
Y
|
Yes
| 46 | 4 | 2 | 80 | 1 | 3 | 1 | 3 | 3 | 3 | 1 | 1 |
31 |
No
|
Travel_Frequently
| 1,193 |
Hardware
| 50 | 2 |
Life Sciences
| 1 | 1,577 | 2 |
Male
| 139 | 2 | 3 |
Research Scientist
| 4 |
Divorced
| 19,337 | 464,088 | 5 |
Y
|
Yes
| 32 | 2 | 3 | 80 | 3 | 7 | 6 | 2 | 7 | 5 | 5 | 3 |
49 |
No
|
Non-Travel
| 792 |
Hardware
| 45 | 2 |
Medical
| 1 | 1,578 | 3 |
Female
| 125 | 3 | 2 |
Healthcare Representative
| 2 |
Married
| 5,309 | 100,871 | 8 |
Y
|
Yes
| 20 | 1 | 4 | 80 | 2 | 25 | 5 | 2 | 19 | 13 | 2 | 6 |
47 |
Yes
|
Non-Travel
| 541 |
Hardware
| 31 | 4 |
Other
| 1 | 1,579 | 2 |
Female
| 135 | 3 | 2 |
Laboratory Technician
| 4 |
Single
| 39,217 | 470,604 | 3 |
Y
|
No
| 47 | 1 | 3 | 80 | 1 | 33 | 1 | 1 | 31 | 25 | 14 | 29 |
51 |
Yes
|
Non-Travel
| 356 |
Sales
| 19 | 5 |
Technical Degree
| 1 | 1,580 | 2 |
Male
| 53 | 4 | 5 |
Manufacturing Director
| 1 |
Divorced
| 46,409 | 139,227 | 1 |
Y
|
No
| 23 | 1 | 3 | 80 | 4 | 33 | 3 | 3 | 1 | 1 | 1 | 1 |
47 |
No
|
Non-Travel
| 1,489 |
Software
| 44 | 3 |
Marketing
| 1 | 1,581 | 1 |
Female
| 87 | 2 | 3 |
Research Scientist
| 3 |
Divorced
| 20,795 | 353,515 | 4 |
Y
|
No
| 44 | 2 | 2 | 80 | 4 | 1 | 4 | 2 | 1 | 1 | 1 | 1 |
53 |
No
|
Non-Travel
| 628 |
Hardware
| 44 | 2 |
Medical
| 1 | 1,582 | 3 |
Female
| 32 | 4 | 4 |
Manufacturing Director
| 2 |
Married
| 28,636 | 114,544 | 4 |
Y
|
Yes
| 5 | 2 | 2 | 80 | 2 | 3 | 5 | 3 | 2 | 2 | 2 | 1 |
30 |
No
|
Non-Travel
| 826 |
Software
| 44 | 5 |
Medical
| 1 | 1,583 | 1 |
Female
| 141 | 1 | 4 |
Human Resources
| 1 |
Single
| 47,354 | 473,540 | 0 |
Y
|
Yes
| 10 | 2 | 1 | 80 | 2 | 31 | 1 | 1 | 24 | 15 | 1 | 6 |
46 |
Yes
|
Travel_Rarely
| 399 |
Support
| 2 | 3 |
Life Sciences
| 1 | 1,584 | 4 |
Male
| 159 | 2 | 2 |
Laboratory Technician
| 2 |
Single
| 12,850 | 154,200 | 1 |
Y
|
Yes
| 31 | 4 | 2 | 80 | 2 | 9 | 3 | 1 | 3 | 1 | 1 | 2 |
23 |
Yes
|
Travel_Frequently
| 552 |
Hardware
| 17 | 3 |
Life Sciences
| 1 | 1,585 | 1 |
Male
| 195 | 4 | 1 |
Sales Executive
| 3 |
Married
| 46,148 | 830,664 | 5 |
Y
|
No
| 8 | 2 | 1 | 80 | 2 | 24 | 3 | 3 | 22 | 3 | 17 | 14 |
51 |
No
|
Travel_Frequently
| 165 |
Hardware
| 5 | 1 |
Other
| 1 | 1,586 | 4 |
Male
| 158 | 2 | 4 |
Sales Representative
| 3 |
Divorced
| 20,649 | 474,927 | 7 |
Y
|
Yes
| 48 | 1 | 2 | 80 | 2 | 36 | 1 | 4 | 21 | 20 | 15 | 17 |
54 |
Yes
|
Travel_Frequently
| 1,263 |
Research & Development
| 3 | 2 |
Medical
| 1 | 1,587 | 2 |
Female
| 194 | 4 | 1 |
Developer
| 4 |
Single
| 15,725 | 31,450 | 1 |
Y
|
No
| 36 | 1 | 4 | 80 | 2 | 23 | 5 | 2 | 12 | 9 | 12 | 2 |
56 |
No
|
Travel_Rarely
| 386 |
Software
| 34 | 4 |
Medical
| 1 | 1,588 | 3 |
Male
| 177 | 3 | 2 |
Research Director
| 3 |
Divorced
| 47,128 | 1,413,840 | 1 |
Y
|
Yes
| 21 | 1 | 2 | 80 | 3 | 9 | 6 | 1 | 4 | 1 | 1 | 4 |
42 |
No
|
Travel_Frequently
| 775 |
Hardware
| 7 | 1 |
Medical
| 1 | 1,589 | 2 |
Male
| 157 | 1 | 3 |
Sales Executive
| 4 |
Divorced
| 14,375 | 172,500 | 0 |
Y
|
Yes
| 48 | 2 | 3 | 80 | 4 | 33 | 3 | 3 | 2 | 2 | 1 | 1 |
26 |
Yes
|
Travel_Frequently
| 112 |
Human Resources
| 49 | 4 |
Medical
| 1 | 1,590 | 2 |
Female
| 178 | 1 | 4 |
Research Scientist
| 4 |
Married
| 44,945 | 269,670 | 6 |
Y
|
No
| 39 | 2 | 1 | 80 | 2 | 25 | 4 | 1 | 2 | 2 | 2 | 2 |
53 |
Yes
|
Non-Travel
| 1,268 |
Research & Development
| 39 | 4 |
Other
| 1 | 1,591 | 4 |
Female
| 126 | 2 | 4 |
Healthcare Representative
| 1 |
Single
| 33,158 | 431,054 | 3 |
Y
|
Yes
| 10 | 2 | 3 | 80 | 1 | 26 | 4 | 4 | 4 | 1 | 3 | 2 |
56 |
No
|
Non-Travel
| 468 |
Sales
| 8 | 5 |
Medical
| 1 | 1,592 | 2 |
Male
| 47 | 4 | 5 |
Manager
| 3 |
Married
| 21,848 | 305,872 | 5 |
Y
|
No
| 14 | 3 | 3 | 80 | 3 | 18 | 2 | 4 | 11 | 4 | 6 | 2 |
38 |
Yes
|
Travel_Frequently
| 563 |
Human Resources
| 20 | 1 |
Other
| 1 | 1,593 | 2 |
Male
| 129 | 4 | 3 |
Human Resources
| 3 |
Single
| 39,427 | 1,064,529 | 3 |
Y
|
No
| 33 | 1 | 4 | 80 | 4 | 25 | 2 | 4 | 13 | 9 | 2 | 11 |
56 |
No
|
Non-Travel
| 1,048 |
Sales
| 7 | 1 |
Other
| 1 | 1,594 | 3 |
Female
| 90 | 1 | 1 |
Manufacturing Director
| 2 |
Married
| 6,378 | 95,670 | 4 |
Y
|
Yes
| 7 | 2 | 3 | 80 | 2 | 33 | 6 | 2 | 29 | 17 | 18 | 6 |
58 |
No
|
Travel_Rarely
| 944 |
Human Resources
| 5 | 3 |
Medical
| 1 | 1,595 | 3 |
Male
| 110 | 3 | 3 |
Sales Representative
| 2 |
Married
| 39,310 | 353,790 | 0 |
Y
|
No
| 30 | 3 | 1 | 80 | 4 | 17 | 6 | 4 | 10 | 4 | 3 | 5 |
50 |
No
|
Travel_Rarely
| 1,447 |
Software
| 26 | 2 |
Life Sciences
| 1 | 1,596 | 3 |
Male
| 185 | 3 | 4 |
Manager
| 3 |
Married
| 48,919 | 48,919 | 1 |
Y
|
No
| 10 | 1 | 3 | 80 | 4 | 16 | 6 | 3 | 16 | 13 | 14 | 7 |
47 |
No
|
Travel_Frequently
| 617 |
Sales
| 49 | 3 |
Human Resources
| 1 | 1,597 | 1 |
Male
| 155 | 4 | 3 |
Healthcare Representative
| 4 |
Divorced
| 20,066 | 481,584 | 2 |
Y
|
Yes
| 49 | 4 | 2 | 80 | 3 | 13 | 6 | 4 | 4 | 1 | 2 | 4 |
51 |
No
|
Non-Travel
| 862 |
Sales
| 44 | 1 |
Other
| 1 | 1,598 | 4 |
Female
| 67 | 4 | 1 |
Sales Representative
| 3 |
Single
| 37,784 | 264,488 | 2 |
Y
|
No
| 0 | 2 | 4 | 80 | 1 | 20 | 3 | 2 | 2 | 1 | 1 | 2 |
40 |
Yes
|
Travel_Frequently
| 531 |
Human Resources
| 45 | 5 |
Technical Degree
| 1 | 1,599 | 2 |
Male
| 199 | 1 | 5 |
Sales Representative
| 2 |
Single
| 45,763 | 91,526 | 7 |
Y
|
No
| 21 | 1 | 4 | 80 | 4 | 2 | 2 | 1 | 2 | 1 | 1 | 1 |
24 |
No
|
Non-Travel
| 286 |
Sales
| 4 | 2 |
Marketing
| 1 | 1,600 | 1 |
Male
| 157 | 3 | 5 |
Sales Executive
| 2 |
Married
| 22,530 | 653,370 | 8 |
Y
|
Yes
| 26 | 3 | 1 | 80 | 2 | 27 | 5 | 4 | 14 | 11 | 1 | 8 |
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