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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
51 |
No
|
Non-Travel
| 1,391 |
Hardware
| 44 | 4 |
Life Sciences
| 1 | 3,601 | 4 |
Male
| 86 | 3 | 2 |
Sales Representative
| 1 |
Divorced
| 30,310 | 424,340 | 2 |
Y
|
Yes
| 28 | 2 | 3 | 80 | 2 | 29 | 1 | 4 | 12 | 12 | 12 | 10 |
43 |
Yes
|
Non-Travel
| 1,281 |
Hardware
| 2 | 3 |
Human Resources
| 1 | 3,602 | 4 |
Female
| 39 | 1 | 2 |
Sales Executive
| 4 |
Divorced
| 34,355 | 584,035 | 5 |
Y
|
Yes
| 7 | 1 | 4 | 80 | 2 | 26 | 5 | 1 | 19 | 8 | 8 | 5 |
46 |
Yes
|
Travel_Rarely
| 820 |
Research & Development
| 23 | 2 |
Life Sciences
| 1 | 3,603 | 3 |
Female
| 174 | 3 | 5 |
Manager
| 2 |
Single
| 46,715 | 1,261,305 | 3 |
Y
|
Yes
| 47 | 1 | 2 | 80 | 3 | 15 | 4 | 4 | 2 | 1 | 1 | 2 |
38 |
Yes
|
Travel_Rarely
| 1,204 |
Hardware
| 34 | 3 |
Medical
| 1 | 3,604 | 4 |
Male
| 190 | 1 | 1 |
Manufacturing Director
| 2 |
Married
| 14,008 | 140,080 | 0 |
Y
|
No
| 22 | 1 | 2 | 80 | 2 | 28 | 4 | 3 | 9 | 6 | 8 | 3 |
58 |
Yes
|
Non-Travel
| 1,256 |
Research & Development
| 40 | 4 |
Technical Degree
| 1 | 3,605 | 4 |
Female
| 168 | 3 | 1 |
Human Resources
| 4 |
Divorced
| 36,658 | 219,948 | 2 |
Y
|
No
| 25 | 3 | 1 | 80 | 4 | 37 | 2 | 2 | 17 | 11 | 13 | 3 |
59 |
No
|
Non-Travel
| 1,086 |
Software
| 11 | 1 |
Other
| 1 | 3,606 | 1 |
Male
| 170 | 2 | 1 |
Manufacturing Director
| 2 |
Married
| 43,665 | 611,310 | 2 |
Y
|
Yes
| 28 | 3 | 3 | 80 | 4 | 28 | 6 | 4 | 5 | 2 | 3 | 4 |
26 |
Yes
|
Non-Travel
| 414 |
Human Resources
| 24 | 5 |
Human Resources
| 1 | 3,607 | 3 |
Female
| 142 | 3 | 1 |
Laboratory Technician
| 1 |
Married
| 17,125 | 291,125 | 4 |
Y
|
No
| 30 | 4 | 1 | 80 | 1 | 35 | 5 | 1 | 22 | 21 | 6 | 18 |
30 |
No
|
Non-Travel
| 1,498 |
Hardware
| 11 | 3 |
Human Resources
| 1 | 3,608 | 2 |
Female
| 33 | 3 | 5 |
Manufacturing Director
| 3 |
Divorced
| 41,185 | 617,775 | 8 |
Y
|
No
| 7 | 2 | 2 | 80 | 3 | 10 | 6 | 1 | 2 | 2 | 2 | 2 |
26 |
Yes
|
Non-Travel
| 1,027 |
Software
| 19 | 1 |
Medical
| 1 | 3,609 | 3 |
Male
| 49 | 2 | 4 |
Sales Representative
| 1 |
Married
| 45,851 | 504,361 | 4 |
Y
|
Yes
| 44 | 2 | 1 | 80 | 2 | 21 | 4 | 3 | 4 | 2 | 4 | 2 |
35 |
No
|
Travel_Rarely
| 221 |
Hardware
| 50 | 4 |
Other
| 1 | 3,610 | 4 |
Male
| 60 | 2 | 2 |
Human Resources
| 1 |
Married
| 23,732 | 545,836 | 7 |
Y
|
No
| 49 | 1 | 1 | 80 | 2 | 25 | 1 | 4 | 14 | 2 | 8 | 1 |
25 |
Yes
|
Travel_Rarely
| 1,371 |
Software
| 47 | 4 |
Life Sciences
| 1 | 3,611 | 4 |
Male
| 104 | 4 | 3 |
Healthcare Representative
| 1 |
Divorced
| 43,173 | 259,038 | 7 |
Y
|
No
| 30 | 3 | 2 | 80 | 1 | 5 | 4 | 4 | 2 | 2 | 2 | 2 |
60 |
Yes
|
Non-Travel
| 345 |
Hardware
| 28 | 3 |
Technical Degree
| 1 | 3,612 | 3 |
Female
| 160 | 2 | 3 |
Sales Representative
| 1 |
Single
| 5,700 | 28,500 | 1 |
Y
|
Yes
| 30 | 1 | 1 | 80 | 1 | 12 | 4 | 3 | 10 | 7 | 2 | 6 |
23 |
No
|
Non-Travel
| 1,348 |
Support
| 7 | 5 |
Medical
| 1 | 3,613 | 1 |
Female
| 190 | 2 | 4 |
Laboratory Technician
| 4 |
Single
| 18,762 | 525,336 | 5 |
Y
|
No
| 3 | 3 | 1 | 80 | 2 | 33 | 3 | 4 | 14 | 7 | 11 | 6 |
56 |
No
|
Non-Travel
| 327 |
Sales
| 40 | 2 |
Marketing
| 1 | 3,614 | 3 |
Male
| 142 | 4 | 4 |
Sales Representative
| 2 |
Married
| 36,684 | 220,104 | 6 |
Y
|
Yes
| 41 | 1 | 2 | 80 | 1 | 28 | 1 | 1 | 28 | 6 | 21 | 21 |
28 |
No
|
Non-Travel
| 812 |
Human Resources
| 38 | 2 |
Human Resources
| 1 | 3,615 | 1 |
Male
| 196 | 3 | 4 |
Sales Executive
| 3 |
Married
| 26,676 | 666,900 | 5 |
Y
|
No
| 32 | 3 | 4 | 80 | 1 | 36 | 5 | 4 | 24 | 15 | 5 | 7 |
24 |
Yes
|
Travel_Frequently
| 1,350 |
Human Resources
| 37 | 3 |
Technical Degree
| 1 | 3,616 | 4 |
Male
| 108 | 2 | 5 |
Human Resources
| 4 |
Single
| 21,662 | 259,944 | 4 |
Y
|
No
| 20 | 3 | 4 | 80 | 4 | 24 | 1 | 4 | 1 | 1 | 1 | 1 |
36 |
No
|
Non-Travel
| 759 |
Research & Development
| 3 | 2 |
Human Resources
| 1 | 3,617 | 4 |
Female
| 179 | 1 | 5 |
Research Director
| 2 |
Divorced
| 34,672 | 936,144 | 7 |
Y
|
No
| 11 | 4 | 1 | 80 | 4 | 28 | 3 | 3 | 2 | 1 | 2 | 2 |
37 |
No
|
Non-Travel
| 420 |
Research & Development
| 9 | 4 |
Life Sciences
| 1 | 3,618 | 2 |
Female
| 75 | 2 | 1 |
Developer
| 3 |
Married
| 28,102 | 337,224 | 6 |
Y
|
Yes
| 33 | 1 | 2 | 80 | 4 | 9 | 3 | 2 | 4 | 1 | 4 | 3 |
57 |
Yes
|
Non-Travel
| 177 |
Sales
| 26 | 2 |
Medical
| 1 | 3,619 | 3 |
Female
| 120 | 2 | 2 |
Sales Representative
| 4 |
Married
| 6,215 | 74,580 | 7 |
Y
|
No
| 48 | 1 | 2 | 80 | 2 | 25 | 4 | 3 | 22 | 20 | 21 | 20 |
27 |
Yes
|
Non-Travel
| 1,015 |
Human Resources
| 8 | 3 |
Technical Degree
| 1 | 3,620 | 4 |
Female
| 39 | 1 | 5 |
Healthcare Representative
| 3 |
Single
| 47,171 | 990,591 | 8 |
Y
|
Yes
| 23 | 4 | 2 | 80 | 3 | 35 | 4 | 2 | 18 | 5 | 6 | 14 |
20 |
Yes
|
Non-Travel
| 1,276 |
Sales
| 23 | 1 |
Other
| 1 | 3,621 | 2 |
Female
| 133 | 1 | 5 |
Manager
| 3 |
Married
| 6,115 | 24,460 | 2 |
Y
|
No
| 21 | 1 | 1 | 80 | 2 | 10 | 3 | 1 | 8 | 3 | 2 | 1 |
38 |
No
|
Non-Travel
| 635 |
Support
| 45 | 1 |
Medical
| 1 | 3,622 | 3 |
Male
| 48 | 3 | 4 |
Developer
| 1 |
Single
| 38,728 | 503,464 | 3 |
Y
|
No
| 13 | 2 | 1 | 80 | 1 | 3 | 5 | 1 | 3 | 2 | 2 | 3 |
45 |
No
|
Non-Travel
| 1,178 |
Sales
| 30 | 2 |
Life Sciences
| 1 | 3,623 | 1 |
Female
| 136 | 3 | 4 |
Human Resources
| 4 |
Married
| 3,237 | 71,214 | 0 |
Y
|
No
| 2 | 1 | 3 | 80 | 2 | 31 | 4 | 1 | 20 | 6 | 19 | 10 |
49 |
Yes
|
Travel_Frequently
| 365 |
Software
| 14 | 2 |
Marketing
| 1 | 3,624 | 2 |
Male
| 177 | 1 | 5 |
Sales Executive
| 2 |
Single
| 2,294 | 52,762 | 3 |
Y
|
No
| 0 | 3 | 4 | 80 | 4 | 23 | 3 | 4 | 14 | 9 | 10 | 13 |
58 |
Yes
|
Non-Travel
| 313 |
Human Resources
| 5 | 5 |
Marketing
| 1 | 3,625 | 2 |
Male
| 83 | 3 | 2 |
Sales Executive
| 4 |
Divorced
| 6,221 | 180,409 | 8 |
Y
|
No
| 45 | 1 | 3 | 80 | 4 | 1 | 5 | 4 | 1 | 1 | 1 | 1 |
27 |
Yes
|
Travel_Rarely
| 713 |
Sales
| 7 | 5 |
Medical
| 1 | 3,626 | 1 |
Male
| 73 | 2 | 2 |
Laboratory Technician
| 2 |
Married
| 28,692 | 86,076 | 8 |
Y
|
Yes
| 39 | 4 | 1 | 80 | 3 | 36 | 5 | 2 | 6 | 1 | 1 | 1 |
53 |
Yes
|
Non-Travel
| 692 |
Sales
| 17 | 2 |
Medical
| 1 | 3,627 | 3 |
Male
| 42 | 3 | 1 |
Developer
| 4 |
Single
| 30,641 | 275,769 | 5 |
Y
|
No
| 28 | 3 | 4 | 80 | 4 | 22 | 2 | 2 | 12 | 2 | 3 | 11 |
20 |
Yes
|
Travel_Rarely
| 108 |
Sales
| 27 | 5 |
Life Sciences
| 1 | 3,628 | 1 |
Female
| 121 | 3 | 1 |
Manufacturing Director
| 2 |
Divorced
| 49,528 | 1,188,672 | 3 |
Y
|
No
| 1 | 2 | 2 | 80 | 3 | 3 | 4 | 3 | 2 | 1 | 1 | 1 |
47 |
Yes
|
Non-Travel
| 1,170 |
Research & Development
| 29 | 2 |
Marketing
| 1 | 3,629 | 4 |
Male
| 90 | 3 | 2 |
Research Director
| 3 |
Divorced
| 8,557 | 171,140 | 0 |
Y
|
No
| 28 | 3 | 1 | 80 | 4 | 9 | 3 | 3 | 5 | 3 | 1 | 1 |
37 |
No
|
Travel_Rarely
| 245 |
Software
| 8 | 5 |
Human Resources
| 1 | 3,630 | 4 |
Male
| 174 | 1 | 5 |
Healthcare Representative
| 1 |
Divorced
| 14,225 | 369,850 | 6 |
Y
|
No
| 13 | 4 | 3 | 80 | 3 | 6 | 3 | 4 | 4 | 3 | 3 | 1 |
31 |
Yes
|
Non-Travel
| 1,428 |
Research & Development
| 25 | 5 |
Technical Degree
| 1 | 3,631 | 1 |
Male
| 84 | 2 | 3 |
Developer
| 2 |
Single
| 13,876 | 291,396 | 6 |
Y
|
Yes
| 23 | 4 | 2 | 80 | 2 | 33 | 3 | 1 | 29 | 13 | 5 | 28 |
28 |
Yes
|
Travel_Rarely
| 352 |
Human Resources
| 24 | 3 |
Human Resources
| 1 | 3,632 | 4 |
Female
| 86 | 3 | 2 |
Manufacturing Director
| 2 |
Divorced
| 36,770 | 919,250 | 1 |
Y
|
No
| 43 | 4 | 2 | 80 | 2 | 38 | 6 | 3 | 23 | 21 | 13 | 15 |
45 |
No
|
Non-Travel
| 1,451 |
Hardware
| 43 | 4 |
Medical
| 1 | 3,633 | 3 |
Male
| 60 | 3 | 4 |
Healthcare Representative
| 1 |
Married
| 39,477 | 434,247 | 1 |
Y
|
No
| 42 | 3 | 1 | 80 | 3 | 9 | 6 | 4 | 3 | 3 | 3 | 3 |
39 |
No
|
Non-Travel
| 661 |
Support
| 1 | 4 |
Medical
| 1 | 3,634 | 4 |
Female
| 104 | 2 | 4 |
Research Director
| 3 |
Divorced
| 16,883 | 438,958 | 8 |
Y
|
No
| 18 | 4 | 4 | 80 | 1 | 30 | 3 | 2 | 21 | 4 | 3 | 5 |
21 |
No
|
Travel_Frequently
| 521 |
Hardware
| 2 | 2 |
Life Sciences
| 1 | 3,635 | 2 |
Female
| 188 | 2 | 3 |
Developer
| 3 |
Married
| 24,532 | 662,364 | 4 |
Y
|
Yes
| 25 | 1 | 3 | 80 | 3 | 11 | 6 | 2 | 5 | 2 | 1 | 1 |
60 |
Yes
|
Non-Travel
| 669 |
Hardware
| 12 | 2 |
Medical
| 1 | 3,636 | 2 |
Male
| 130 | 2 | 3 |
Human Resources
| 4 |
Divorced
| 2,786 | 44,576 | 8 |
Y
|
No
| 5 | 4 | 1 | 80 | 1 | 26 | 4 | 4 | 15 | 4 | 1 | 13 |
24 |
Yes
|
Travel_Frequently
| 1,447 |
Sales
| 10 | 5 |
Technical Degree
| 1 | 3,637 | 1 |
Female
| 113 | 1 | 5 |
Research Scientist
| 3 |
Married
| 42,958 | 85,916 | 8 |
Y
|
No
| 38 | 2 | 3 | 80 | 2 | 18 | 6 | 1 | 17 | 17 | 7 | 9 |
37 |
Yes
|
Travel_Frequently
| 567 |
Support
| 33 | 1 |
Life Sciences
| 1 | 3,638 | 2 |
Female
| 136 | 4 | 2 |
Manufacturing Director
| 3 |
Married
| 25,261 | 176,827 | 8 |
Y
|
Yes
| 19 | 2 | 2 | 80 | 2 | 28 | 2 | 3 | 22 | 1 | 9 | 4 |
23 |
No
|
Travel_Frequently
| 890 |
Support
| 5 | 4 |
Technical Degree
| 1 | 3,639 | 4 |
Male
| 101 | 1 | 2 |
Healthcare Representative
| 4 |
Divorced
| 26,438 | 185,066 | 8 |
Y
|
Yes
| 41 | 4 | 4 | 80 | 3 | 35 | 3 | 2 | 21 | 1 | 17 | 10 |
27 |
Yes
|
Travel_Frequently
| 513 |
Human Resources
| 10 | 1 |
Marketing
| 1 | 3,640 | 2 |
Male
| 106 | 3 | 5 |
Human Resources
| 1 |
Single
| 45,181 | 1,265,068 | 5 |
Y
|
No
| 29 | 2 | 1 | 80 | 1 | 12 | 4 | 2 | 12 | 9 | 6 | 9 |
27 |
No
|
Travel_Rarely
| 264 |
Support
| 11 | 3 |
Medical
| 1 | 3,641 | 3 |
Male
| 149 | 4 | 2 |
Research Director
| 4 |
Divorced
| 7,951 | 39,755 | 4 |
Y
|
No
| 8 | 4 | 1 | 80 | 2 | 14 | 3 | 2 | 6 | 1 | 3 | 6 |
47 |
Yes
|
Non-Travel
| 1,243 |
Sales
| 8 | 3 |
Human Resources
| 1 | 3,642 | 3 |
Male
| 184 | 2 | 4 |
Research Scientist
| 1 |
Married
| 19,214 | 365,066 | 4 |
Y
|
No
| 21 | 2 | 1 | 80 | 1 | 5 | 6 | 4 | 2 | 2 | 1 | 1 |
46 |
Yes
|
Travel_Frequently
| 536 |
Research & Development
| 11 | 5 |
Medical
| 1 | 3,643 | 3 |
Male
| 83 | 2 | 5 |
Developer
| 1 |
Married
| 34,250 | 993,250 | 7 |
Y
|
No
| 45 | 4 | 3 | 80 | 3 | 19 | 1 | 1 | 16 | 12 | 13 | 15 |
40 |
No
|
Non-Travel
| 1,386 |
Research & Development
| 44 | 4 |
Life Sciences
| 1 | 3,644 | 1 |
Female
| 173 | 3 | 5 |
Developer
| 3 |
Single
| 50,866 | 1,220,784 | 1 |
Y
|
Yes
| 43 | 4 | 2 | 80 | 4 | 35 | 2 | 4 | 18 | 13 | 3 | 6 |
26 |
No
|
Non-Travel
| 703 |
Software
| 14 | 3 |
Medical
| 1 | 3,645 | 3 |
Male
| 128 | 4 | 4 |
Human Resources
| 2 |
Married
| 8,219 | 213,694 | 7 |
Y
|
No
| 14 | 2 | 4 | 80 | 2 | 31 | 6 | 4 | 7 | 4 | 1 | 7 |
42 |
Yes
|
Travel_Frequently
| 1,278 |
Hardware
| 16 | 1 |
Human Resources
| 1 | 3,646 | 2 |
Male
| 162 | 1 | 5 |
Research Scientist
| 2 |
Divorced
| 6,576 | 190,704 | 3 |
Y
|
Yes
| 47 | 2 | 1 | 80 | 2 | 20 | 3 | 1 | 19 | 10 | 11 | 1 |
39 |
No
|
Travel_Rarely
| 400 |
Hardware
| 40 | 1 |
Technical Degree
| 1 | 3,647 | 2 |
Female
| 101 | 1 | 3 |
Manufacturing Director
| 1 |
Single
| 34,551 | 138,204 | 4 |
Y
|
No
| 38 | 2 | 3 | 80 | 4 | 31 | 3 | 3 | 12 | 8 | 7 | 3 |
21 |
No
|
Non-Travel
| 950 |
Support
| 5 | 3 |
Medical
| 1 | 3,648 | 3 |
Female
| 155 | 2 | 3 |
Developer
| 4 |
Married
| 39,028 | 1,014,728 | 5 |
Y
|
No
| 38 | 4 | 4 | 80 | 4 | 21 | 1 | 1 | 13 | 2 | 3 | 10 |
55 |
Yes
|
Non-Travel
| 483 |
Software
| 7 | 4 |
Medical
| 1 | 3,649 | 4 |
Female
| 56 | 4 | 3 |
Laboratory Technician
| 3 |
Single
| 4,685 | 37,480 | 8 |
Y
|
No
| 29 | 1 | 3 | 80 | 2 | 16 | 5 | 4 | 2 | 1 | 2 | 1 |
37 |
Yes
|
Non-Travel
| 1,363 |
Research & Development
| 23 | 5 |
Marketing
| 1 | 3,650 | 4 |
Female
| 46 | 3 | 4 |
Laboratory Technician
| 3 |
Divorced
| 22,379 | 425,201 | 2 |
Y
|
No
| 20 | 4 | 2 | 80 | 1 | 2 | 3 | 2 | 1 | 1 | 1 | 1 |
51 |
No
|
Travel_Rarely
| 1,364 |
Support
| 45 | 3 |
Technical Degree
| 1 | 3,651 | 4 |
Male
| 92 | 1 | 5 |
Developer
| 4 |
Divorced
| 19,439 | 233,268 | 4 |
Y
|
No
| 18 | 3 | 3 | 80 | 3 | 22 | 1 | 3 | 20 | 18 | 14 | 3 |
50 |
No
|
Non-Travel
| 1,496 |
Research & Development
| 25 | 1 |
Life Sciences
| 1 | 3,652 | 4 |
Female
| 131 | 1 | 3 |
Human Resources
| 3 |
Single
| 16,596 | 348,516 | 4 |
Y
|
Yes
| 13 | 1 | 3 | 80 | 2 | 6 | 1 | 4 | 6 | 1 | 6 | 6 |
50 |
No
|
Travel_Rarely
| 624 |
Research & Development
| 34 | 2 |
Life Sciences
| 1 | 3,653 | 3 |
Male
| 190 | 1 | 4 |
Healthcare Representative
| 1 |
Divorced
| 10,273 | 71,911 | 7 |
Y
|
Yes
| 36 | 3 | 2 | 80 | 2 | 26 | 3 | 4 | 19 | 12 | 14 | 18 |
55 |
No
|
Non-Travel
| 1,030 |
Research & Development
| 23 | 5 |
Human Resources
| 1 | 3,654 | 3 |
Female
| 151 | 1 | 2 |
Manufacturing Director
| 2 |
Single
| 40,569 | 770,811 | 8 |
Y
|
No
| 19 | 4 | 4 | 80 | 3 | 28 | 6 | 3 | 24 | 8 | 24 | 18 |
53 |
No
|
Travel_Frequently
| 203 |
Research & Development
| 8 | 5 |
Marketing
| 1 | 3,655 | 4 |
Male
| 105 | 1 | 3 |
Sales Representative
| 2 |
Married
| 32,625 | 293,625 | 3 |
Y
|
No
| 13 | 1 | 1 | 80 | 2 | 38 | 5 | 1 | 33 | 1 | 14 | 24 |
40 |
No
|
Non-Travel
| 558 |
Sales
| 4 | 3 |
Technical Degree
| 1 | 3,656 | 4 |
Male
| 57 | 2 | 5 |
Human Resources
| 4 |
Single
| 46,214 | 600,782 | 3 |
Y
|
No
| 30 | 4 | 2 | 80 | 2 | 14 | 4 | 3 | 10 | 9 | 5 | 5 |
44 |
No
|
Travel_Rarely
| 172 |
Support
| 9 | 2 |
Life Sciences
| 1 | 3,657 | 4 |
Male
| 83 | 1 | 1 |
Healthcare Representative
| 3 |
Married
| 17,253 | 500,337 | 0 |
Y
|
Yes
| 47 | 1 | 4 | 80 | 2 | 28 | 2 | 3 | 18 | 12 | 2 | 2 |
22 |
Yes
|
Travel_Rarely
| 1,346 |
Human Resources
| 2 | 3 |
Life Sciences
| 1 | 3,658 | 1 |
Male
| 77 | 4 | 5 |
Manager
| 4 |
Divorced
| 48,228 | 192,912 | 1 |
Y
|
Yes
| 35 | 2 | 3 | 80 | 3 | 31 | 1 | 4 | 25 | 3 | 24 | 7 |
35 |
No
|
Travel_Rarely
| 1,293 |
Sales
| 4 | 4 |
Other
| 1 | 3,659 | 3 |
Male
| 132 | 1 | 3 |
Manufacturing Director
| 3 |
Married
| 28,023 | 672,552 | 8 |
Y
|
No
| 28 | 4 | 4 | 80 | 2 | 9 | 1 | 4 | 7 | 5 | 5 | 5 |
57 |
Yes
|
Travel_Rarely
| 1,481 |
Sales
| 11 | 5 |
Life Sciences
| 1 | 3,660 | 4 |
Female
| 93 | 1 | 3 |
Sales Executive
| 4 |
Married
| 26,707 | 106,828 | 4 |
Y
|
Yes
| 32 | 3 | 4 | 80 | 2 | 17 | 4 | 3 | 4 | 1 | 2 | 2 |
31 |
No
|
Travel_Rarely
| 1,079 |
Hardware
| 27 | 1 |
Life Sciences
| 1 | 3,661 | 3 |
Male
| 63 | 2 | 2 |
Laboratory Technician
| 4 |
Single
| 37,083 | 444,996 | 5 |
Y
|
No
| 28 | 2 | 2 | 80 | 4 | 29 | 2 | 1 | 19 | 1 | 5 | 8 |
55 |
No
|
Travel_Frequently
| 947 |
Support
| 16 | 5 |
Life Sciences
| 1 | 3,662 | 3 |
Female
| 100 | 3 | 2 |
Sales Representative
| 4 |
Single
| 32,292 | 387,504 | 2 |
Y
|
Yes
| 46 | 1 | 2 | 80 | 1 | 18 | 5 | 4 | 1 | 1 | 1 | 1 |
20 |
Yes
|
Travel_Frequently
| 655 |
Software
| 24 | 3 |
Life Sciences
| 1 | 3,663 | 2 |
Male
| 162 | 1 | 3 |
Healthcare Representative
| 2 |
Married
| 40,849 | 1,184,621 | 3 |
Y
|
No
| 1 | 3 | 2 | 80 | 3 | 29 | 6 | 2 | 28 | 23 | 9 | 25 |
21 |
No
|
Travel_Rarely
| 532 |
Software
| 41 | 4 |
Marketing
| 1 | 3,664 | 4 |
Female
| 142 | 1 | 4 |
Developer
| 2 |
Single
| 36,051 | 1,081,530 | 2 |
Y
|
No
| 21 | 2 | 2 | 80 | 3 | 33 | 5 | 2 | 8 | 3 | 1 | 5 |
54 |
Yes
|
Non-Travel
| 828 |
Human Resources
| 48 | 5 |
Medical
| 1 | 3,665 | 1 |
Female
| 196 | 2 | 2 |
Manufacturing Director
| 4 |
Married
| 2,758 | 22,064 | 2 |
Y
|
No
| 39 | 1 | 1 | 80 | 3 | 21 | 5 | 4 | 6 | 3 | 6 | 4 |
27 |
No
|
Travel_Frequently
| 837 |
Software
| 31 | 1 |
Human Resources
| 1 | 3,666 | 4 |
Male
| 35 | 4 | 2 |
Healthcare Representative
| 3 |
Divorced
| 28,769 | 575,380 | 8 |
Y
|
Yes
| 7 | 1 | 1 | 80 | 3 | 8 | 2 | 1 | 2 | 2 | 1 | 1 |
52 |
No
|
Non-Travel
| 1,169 |
Research & Development
| 11 | 4 |
Technical Degree
| 1 | 3,667 | 2 |
Female
| 102 | 1 | 3 |
Human Resources
| 3 |
Married
| 21,209 | 636,270 | 3 |
Y
|
No
| 30 | 3 | 2 | 80 | 3 | 38 | 2 | 2 | 12 | 11 | 9 | 12 |
50 |
Yes
|
Travel_Rarely
| 972 |
Support
| 35 | 4 |
Technical Degree
| 1 | 3,668 | 4 |
Male
| 95 | 1 | 4 |
Laboratory Technician
| 4 |
Single
| 36,841 | 294,728 | 3 |
Y
|
No
| 5 | 1 | 2 | 80 | 2 | 28 | 3 | 3 | 23 | 15 | 12 | 9 |
43 |
Yes
|
Non-Travel
| 818 |
Software
| 41 | 3 |
Medical
| 1 | 3,669 | 3 |
Female
| 148 | 3 | 5 |
Developer
| 4 |
Married
| 33,645 | 134,580 | 3 |
Y
|
Yes
| 37 | 1 | 1 | 80 | 2 | 11 | 6 | 4 | 6 | 6 | 1 | 3 |
60 |
Yes
|
Travel_Rarely
| 1,123 |
Support
| 25 | 1 |
Other
| 1 | 3,670 | 1 |
Male
| 192 | 4 | 4 |
Developer
| 2 |
Single
| 34,457 | 620,226 | 0 |
Y
|
No
| 47 | 1 | 2 | 80 | 3 | 16 | 5 | 2 | 3 | 1 | 2 | 3 |
23 |
Yes
|
Non-Travel
| 118 |
Sales
| 11 | 2 |
Marketing
| 1 | 3,671 | 4 |
Male
| 86 | 3 | 1 |
Manufacturing Director
| 4 |
Divorced
| 30,196 | 392,548 | 8 |
Y
|
No
| 1 | 1 | 2 | 80 | 3 | 2 | 5 | 3 | 2 | 2 | 1 | 2 |
46 |
No
|
Non-Travel
| 865 |
Human Resources
| 13 | 4 |
Medical
| 1 | 3,672 | 4 |
Female
| 134 | 4 | 5 |
Laboratory Technician
| 1 |
Divorced
| 44,258 | 1,239,224 | 7 |
Y
|
No
| 2 | 4 | 3 | 80 | 3 | 33 | 1 | 2 | 26 | 18 | 18 | 2 |
57 |
Yes
|
Non-Travel
| 1,083 |
Support
| 36 | 1 |
Life Sciences
| 1 | 3,673 | 2 |
Male
| 106 | 1 | 1 |
Laboratory Technician
| 3 |
Single
| 12,836 | 243,884 | 6 |
Y
|
No
| 38 | 3 | 3 | 80 | 2 | 21 | 4 | 3 | 19 | 18 | 12 | 16 |
19 |
Yes
|
Travel_Rarely
| 906 |
Hardware
| 4 | 1 |
Life Sciences
| 1 | 3,674 | 3 |
Female
| 162 | 4 | 1 |
Healthcare Representative
| 4 |
Married
| 31,164 | 685,608 | 6 |
Y
|
No
| 28 | 4 | 4 | 80 | 2 | 19 | 2 | 4 | 19 | 13 | 15 | 2 |
19 |
No
|
Travel_Rarely
| 898 |
Research & Development
| 34 | 5 |
Technical Degree
| 1 | 3,675 | 1 |
Male
| 138 | 4 | 4 |
Manufacturing Director
| 1 |
Single
| 48,484 | 824,228 | 5 |
Y
|
No
| 35 | 1 | 1 | 80 | 1 | 18 | 1 | 2 | 12 | 12 | 2 | 6 |
23 |
No
|
Non-Travel
| 847 |
Hardware
| 26 | 1 |
Life Sciences
| 1 | 3,676 | 1 |
Male
| 39 | 3 | 5 |
Healthcare Representative
| 4 |
Divorced
| 6,543 | 6,543 | 6 |
Y
|
Yes
| 7 | 1 | 1 | 80 | 2 | 25 | 5 | 4 | 18 | 4 | 12 | 4 |
57 |
Yes
|
Travel_Rarely
| 979 |
Software
| 43 | 1 |
Marketing
| 1 | 3,677 | 4 |
Male
| 42 | 4 | 1 |
Human Resources
| 4 |
Divorced
| 26,986 | 242,874 | 8 |
Y
|
Yes
| 49 | 1 | 3 | 80 | 1 | 26 | 5 | 3 | 16 | 11 | 16 | 6 |
25 |
Yes
|
Non-Travel
| 1,325 |
Human Resources
| 26 | 2 |
Technical Degree
| 1 | 3,678 | 3 |
Female
| 196 | 2 | 1 |
Laboratory Technician
| 3 |
Married
| 22,428 | 179,424 | 7 |
Y
|
No
| 26 | 2 | 2 | 80 | 4 | 3 | 4 | 3 | 3 | 3 | 1 | 1 |
40 |
No
|
Travel_Frequently
| 1,267 |
Sales
| 29 | 5 |
Medical
| 1 | 3,679 | 1 |
Female
| 56 | 4 | 3 |
Healthcare Representative
| 4 |
Married
| 47,419 | 521,609 | 7 |
Y
|
Yes
| 49 | 2 | 4 | 80 | 4 | 33 | 5 | 1 | 4 | 2 | 2 | 2 |
57 |
No
|
Travel_Rarely
| 1,042 |
Software
| 6 | 4 |
Marketing
| 1 | 3,680 | 2 |
Female
| 90 | 3 | 5 |
Healthcare Representative
| 2 |
Single
| 47,958 | 95,916 | 6 |
Y
|
Yes
| 22 | 2 | 2 | 80 | 3 | 24 | 5 | 2 | 13 | 8 | 1 | 8 |
39 |
Yes
|
Non-Travel
| 203 |
Human Resources
| 35 | 1 |
Marketing
| 1 | 3,681 | 4 |
Female
| 39 | 2 | 1 |
Sales Representative
| 3 |
Single
| 18,656 | 149,248 | 3 |
Y
|
No
| 7 | 4 | 2 | 80 | 1 | 8 | 1 | 2 | 3 | 3 | 1 | 2 |
18 |
Yes
|
Travel_Rarely
| 542 |
Human Resources
| 45 | 1 |
Human Resources
| 1 | 3,682 | 2 |
Male
| 73 | 1 | 4 |
Sales Representative
| 4 |
Divorced
| 32,733 | 163,665 | 3 |
Y
|
No
| 10 | 3 | 1 | 80 | 4 | 19 | 1 | 1 | 8 | 8 | 5 | 1 |
32 |
No
|
Travel_Rarely
| 148 |
Sales
| 18 | 5 |
Life Sciences
| 1 | 3,683 | 1 |
Female
| 187 | 4 | 3 |
Sales Representative
| 1 |
Divorced
| 22,616 | 158,312 | 7 |
Y
|
Yes
| 25 | 2 | 4 | 80 | 4 | 8 | 4 | 2 | 4 | 1 | 3 | 1 |
36 |
No
|
Non-Travel
| 1,128 |
Research & Development
| 44 | 5 |
Other
| 1 | 3,684 | 1 |
Female
| 117 | 2 | 1 |
Human Resources
| 1 |
Single
| 24,264 | 461,016 | 3 |
Y
|
No
| 1 | 3 | 1 | 80 | 1 | 36 | 3 | 1 | 3 | 3 | 1 | 1 |
49 |
Yes
|
Travel_Frequently
| 182 |
Research & Development
| 38 | 1 |
Life Sciences
| 1 | 3,685 | 4 |
Male
| 153 | 4 | 2 |
Developer
| 3 |
Divorced
| 1,161 | 13,932 | 4 |
Y
|
No
| 25 | 1 | 2 | 80 | 2 | 36 | 2 | 4 | 18 | 3 | 4 | 14 |
30 |
No
|
Travel_Frequently
| 291 |
Research & Development
| 12 | 2 |
Marketing
| 1 | 3,686 | 4 |
Female
| 62 | 2 | 2 |
Sales Representative
| 1 |
Divorced
| 19,229 | 269,206 | 7 |
Y
|
Yes
| 48 | 2 | 1 | 80 | 4 | 19 | 5 | 2 | 10 | 6 | 5 | 9 |
49 |
No
|
Travel_Frequently
| 585 |
Software
| 47 | 5 |
Marketing
| 1 | 3,687 | 4 |
Male
| 194 | 4 | 1 |
Manager
| 1 |
Married
| 40,051 | 480,612 | 3 |
Y
|
No
| 46 | 2 | 3 | 80 | 4 | 19 | 2 | 4 | 15 | 7 | 10 | 7 |
57 |
No
|
Travel_Frequently
| 750 |
Software
| 19 | 4 |
Human Resources
| 1 | 3,688 | 2 |
Female
| 144 | 1 | 3 |
Sales Representative
| 4 |
Divorced
| 40,682 | 406,820 | 0 |
Y
|
No
| 5 | 4 | 2 | 80 | 4 | 7 | 6 | 3 | 2 | 2 | 2 | 1 |
27 |
Yes
|
Travel_Frequently
| 191 |
Research & Development
| 39 | 2 |
Human Resources
| 1 | 3,689 | 3 |
Female
| 140 | 3 | 2 |
Healthcare Representative
| 2 |
Single
| 35,914 | 790,108 | 0 |
Y
|
Yes
| 18 | 3 | 4 | 80 | 4 | 21 | 4 | 4 | 21 | 5 | 18 | 10 |
30 |
No
|
Travel_Rarely
| 159 |
Support
| 38 | 4 |
Marketing
| 1 | 3,690 | 1 |
Male
| 38 | 2 | 3 |
Laboratory Technician
| 1 |
Married
| 45,951 | 1,010,922 | 0 |
Y
|
No
| 14 | 1 | 3 | 80 | 3 | 9 | 5 | 1 | 2 | 2 | 1 | 1 |
51 |
Yes
|
Travel_Rarely
| 442 |
Research & Development
| 1 | 5 |
Life Sciences
| 1 | 3,691 | 2 |
Male
| 92 | 2 | 4 |
Research Scientist
| 4 |
Divorced
| 44,656 | 535,872 | 3 |
Y
|
No
| 37 | 4 | 1 | 80 | 3 | 39 | 6 | 2 | 22 | 6 | 20 | 22 |
26 |
Yes
|
Travel_Frequently
| 287 |
Support
| 47 | 2 |
Technical Degree
| 1 | 3,692 | 4 |
Female
| 43 | 2 | 2 |
Sales Executive
| 3 |
Married
| 32,365 | 970,950 | 2 |
Y
|
Yes
| 19 | 1 | 2 | 80 | 2 | 30 | 1 | 2 | 21 | 14 | 20 | 2 |
23 |
Yes
|
Travel_Frequently
| 836 |
Human Resources
| 1 | 3 |
Human Resources
| 1 | 3,693 | 4 |
Male
| 83 | 4 | 3 |
Human Resources
| 2 |
Single
| 22,262 | 645,598 | 7 |
Y
|
Yes
| 18 | 4 | 1 | 80 | 3 | 10 | 2 | 1 | 7 | 5 | 3 | 4 |
45 |
No
|
Travel_Frequently
| 633 |
Hardware
| 23 | 2 |
Technical Degree
| 1 | 3,694 | 3 |
Female
| 186 | 3 | 4 |
Manufacturing Director
| 3 |
Divorced
| 20,538 | 595,602 | 0 |
Y
|
No
| 14 | 2 | 4 | 80 | 3 | 22 | 1 | 3 | 19 | 13 | 7 | 18 |
49 |
Yes
|
Non-Travel
| 263 |
Software
| 21 | 3 |
Marketing
| 1 | 3,695 | 2 |
Female
| 128 | 4 | 2 |
Laboratory Technician
| 2 |
Married
| 31,409 | 628,180 | 7 |
Y
|
Yes
| 30 | 3 | 4 | 80 | 2 | 18 | 3 | 3 | 4 | 2 | 1 | 1 |
39 |
Yes
|
Non-Travel
| 570 |
Software
| 38 | 3 |
Life Sciences
| 1 | 3,696 | 3 |
Female
| 83 | 3 | 3 |
Laboratory Technician
| 1 |
Divorced
| 7,366 | 22,098 | 8 |
Y
|
Yes
| 33 | 4 | 2 | 80 | 1 | 37 | 6 | 1 | 7 | 5 | 5 | 6 |
19 |
No
|
Travel_Rarely
| 880 |
Sales
| 45 | 3 |
Other
| 1 | 3,697 | 3 |
Male
| 41 | 1 | 5 |
Sales Executive
| 3 |
Divorced
| 49,840 | 598,080 | 8 |
Y
|
Yes
| 25 | 4 | 2 | 80 | 1 | 10 | 3 | 4 | 4 | 2 | 3 | 2 |
28 |
No
|
Travel_Rarely
| 890 |
Research & Development
| 47 | 4 |
Medical
| 1 | 3,698 | 2 |
Male
| 39 | 3 | 3 |
Laboratory Technician
| 4 |
Divorced
| 43,450 | 738,650 | 0 |
Y
|
No
| 23 | 1 | 4 | 80 | 2 | 18 | 6 | 3 | 18 | 16 | 3 | 11 |
47 |
Yes
|
Non-Travel
| 266 |
Human Resources
| 47 | 5 |
Technical Degree
| 1 | 3,699 | 2 |
Male
| 189 | 1 | 5 |
Laboratory Technician
| 2 |
Single
| 28,933 | 607,593 | 7 |
Y
|
No
| 31 | 4 | 3 | 80 | 4 | 11 | 6 | 3 | 7 | 2 | 3 | 4 |
39 |
No
|
Travel_Rarely
| 142 |
Sales
| 18 | 4 |
Technical Degree
| 1 | 3,700 | 4 |
Female
| 164 | 3 | 5 |
Human Resources
| 2 |
Married
| 2,109 | 23,199 | 8 |
Y
|
Yes
| 33 | 3 | 2 | 80 | 1 | 23 | 6 | 1 | 10 | 7 | 9 | 10 |
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