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
|
Travel_Frequently
| 1,279 |
Support
| 47 | 3 |
Technical Degree
| 1 | 2,601 | 4 |
Female
| 175 | 4 | 2 |
Manager
| 3 |
Single
| 31,529 | 725,167 | 5 |
Y
|
Yes
| 7 | 3 | 1 | 80 | 3 | 19 | 4 | 1 | 13 | 4 | 3 | 11 |
33 |
Yes
|
Non-Travel
| 578 |
Research & Development
| 20 | 3 |
Technical Degree
| 1 | 2,602 | 3 |
Female
| 78 | 2 | 2 |
Laboratory Technician
| 4 |
Single
| 35,750 | 250,250 | 7 |
Y
|
No
| 23 | 2 | 4 | 80 | 2 | 26 | 1 | 3 | 2 | 1 | 1 | 1 |
45 |
Yes
|
Travel_Rarely
| 1,142 |
Research & Development
| 43 | 2 |
Technical Degree
| 1 | 2,603 | 4 |
Male
| 67 | 2 | 3 |
Healthcare Representative
| 3 |
Divorced
| 28,679 | 172,074 | 2 |
Y
|
No
| 31 | 1 | 3 | 80 | 4 | 22 | 1 | 3 | 19 | 2 | 9 | 11 |
30 |
Yes
|
Non-Travel
| 757 |
Support
| 42 | 4 |
Technical Degree
| 1 | 2,604 | 1 |
Female
| 66 | 1 | 5 |
Laboratory Technician
| 3 |
Divorced
| 16,719 | 417,975 | 1 |
Y
|
Yes
| 6 | 1 | 4 | 80 | 3 | 13 | 6 | 2 | 5 | 2 | 2 | 3 |
41 |
No
|
Non-Travel
| 1,155 |
Support
| 5 | 4 |
Human Resources
| 1 | 2,605 | 2 |
Female
| 67 | 4 | 2 |
Manufacturing Director
| 4 |
Divorced
| 8,426 | 252,780 | 1 |
Y
|
Yes
| 29 | 4 | 3 | 80 | 1 | 20 | 6 | 2 | 13 | 8 | 10 | 2 |
40 |
Yes
|
Travel_Frequently
| 962 |
Sales
| 45 | 1 |
Marketing
| 1 | 2,606 | 3 |
Male
| 82 | 4 | 4 |
Research Director
| 3 |
Married
| 40,180 | 1,044,680 | 8 |
Y
|
No
| 28 | 3 | 4 | 80 | 4 | 20 | 6 | 3 | 14 | 10 | 10 | 7 |
25 |
Yes
|
Non-Travel
| 952 |
Human Resources
| 3 | 4 |
Medical
| 1 | 2,607 | 1 |
Female
| 91 | 3 | 5 |
Laboratory Technician
| 1 |
Married
| 24,365 | 657,855 | 7 |
Y
|
No
| 35 | 1 | 3 | 80 | 4 | 27 | 4 | 4 | 26 | 5 | 6 | 6 |
31 |
Yes
|
Travel_Frequently
| 901 |
Hardware
| 7 | 3 |
Human Resources
| 1 | 2,608 | 2 |
Female
| 187 | 2 | 1 |
Sales Representative
| 1 |
Divorced
| 43,560 | 653,400 | 0 |
Y
|
No
| 6 | 2 | 1 | 80 | 2 | 19 | 4 | 3 | 11 | 8 | 11 | 8 |
29 |
Yes
|
Travel_Frequently
| 826 |
Hardware
| 24 | 1 |
Marketing
| 1 | 2,609 | 4 |
Male
| 106 | 3 | 2 |
Research Scientist
| 1 |
Single
| 11,563 | 127,193 | 1 |
Y
|
Yes
| 44 | 4 | 3 | 80 | 2 | 32 | 4 | 1 | 7 | 5 | 3 | 6 |
40 |
Yes
|
Travel_Frequently
| 238 |
Hardware
| 22 | 4 |
Other
| 1 | 2,610 | 1 |
Female
| 195 | 3 | 1 |
Sales Executive
| 4 |
Married
| 12,516 | 262,836 | 6 |
Y
|
Yes
| 27 | 4 | 4 | 80 | 3 | 8 | 4 | 4 | 6 | 2 | 4 | 4 |
32 |
No
|
Non-Travel
| 717 |
Research & Development
| 46 | 2 |
Marketing
| 1 | 2,611 | 4 |
Female
| 84 | 2 | 2 |
Human Resources
| 3 |
Divorced
| 13,879 | 152,669 | 5 |
Y
|
No
| 24 | 1 | 3 | 80 | 4 | 32 | 2 | 1 | 19 | 12 | 3 | 4 |
53 |
No
|
Non-Travel
| 1,053 |
Sales
| 42 | 2 |
Technical Degree
| 1 | 2,612 | 2 |
Male
| 133 | 4 | 2 |
Sales Representative
| 1 |
Divorced
| 43,707 | 174,828 | 8 |
Y
|
No
| 32 | 2 | 3 | 80 | 2 | 32 | 1 | 4 | 4 | 2 | 3 | 4 |
28 |
Yes
|
Travel_Frequently
| 235 |
Research & Development
| 2 | 2 |
Human Resources
| 1 | 2,613 | 1 |
Male
| 199 | 2 | 3 |
Healthcare Representative
| 3 |
Single
| 22,417 | 425,923 | 3 |
Y
|
Yes
| 37 | 3 | 3 | 80 | 2 | 20 | 1 | 4 | 3 | 3 | 2 | 2 |
26 |
No
|
Non-Travel
| 865 |
Sales
| 35 | 2 |
Marketing
| 1 | 2,614 | 3 |
Female
| 136 | 4 | 5 |
Research Scientist
| 3 |
Divorced
| 28,853 | 519,354 | 2 |
Y
|
Yes
| 23 | 3 | 3 | 80 | 4 | 22 | 2 | 4 | 2 | 1 | 2 | 1 |
54 |
No
|
Travel_Rarely
| 203 |
Human Resources
| 16 | 4 |
Medical
| 1 | 2,615 | 1 |
Female
| 92 | 3 | 5 |
Manufacturing Director
| 4 |
Married
| 48,548 | 1,019,508 | 0 |
Y
|
Yes
| 44 | 3 | 3 | 80 | 3 | 26 | 6 | 3 | 13 | 4 | 5 | 2 |
36 |
No
|
Non-Travel
| 315 |
Sales
| 3 | 2 |
Medical
| 1 | 2,616 | 2 |
Female
| 55 | 1 | 4 |
Sales Executive
| 2 |
Single
| 2,265 | 38,505 | 4 |
Y
|
No
| 15 | 2 | 1 | 80 | 2 | 10 | 5 | 2 | 9 | 6 | 6 | 5 |
27 |
No
|
Travel_Rarely
| 939 |
Sales
| 9 | 4 |
Technical Degree
| 1 | 2,617 | 2 |
Female
| 32 | 4 | 2 |
Research Scientist
| 3 |
Married
| 17,439 | 470,853 | 3 |
Y
|
No
| 39 | 2 | 4 | 80 | 4 | 34 | 2 | 4 | 21 | 1 | 9 | 1 |
46 |
No
|
Travel_Rarely
| 971 |
Human Resources
| 26 | 4 |
Medical
| 1 | 2,618 | 1 |
Male
| 116 | 3 | 4 |
Sales Representative
| 1 |
Divorced
| 6,546 | 183,288 | 7 |
Y
|
No
| 8 | 4 | 2 | 80 | 3 | 14 | 5 | 2 | 4 | 2 | 4 | 2 |
47 |
No
|
Non-Travel
| 1,265 |
Software
| 27 | 3 |
Technical Degree
| 1 | 2,619 | 2 |
Female
| 161 | 2 | 1 |
Research Scientist
| 1 |
Divorced
| 30,530 | 915,900 | 2 |
Y
|
No
| 6 | 1 | 4 | 80 | 3 | 33 | 6 | 2 | 11 | 2 | 7 | 9 |
39 |
No
|
Travel_Rarely
| 1,242 |
Support
| 3 | 5 |
Life Sciences
| 1 | 2,620 | 4 |
Female
| 72 | 4 | 1 |
Research Scientist
| 4 |
Married
| 43,643 | 392,787 | 4 |
Y
|
No
| 20 | 2 | 4 | 80 | 3 | 21 | 3 | 1 | 18 | 7 | 3 | 9 |
31 |
No
|
Travel_Rarely
| 1,185 |
Research & Development
| 1 | 3 |
Marketing
| 1 | 2,621 | 4 |
Male
| 34 | 2 | 5 |
Manager
| 2 |
Single
| 7,893 | 47,358 | 8 |
Y
|
Yes
| 0 | 3 | 3 | 80 | 2 | 17 | 2 | 3 | 7 | 4 | 6 | 4 |
20 |
Yes
|
Travel_Frequently
| 194 |
Software
| 24 | 1 |
Medical
| 1 | 2,622 | 3 |
Female
| 178 | 4 | 2 |
Laboratory Technician
| 2 |
Divorced
| 40,930 | 573,020 | 2 |
Y
|
No
| 42 | 1 | 4 | 80 | 1 | 35 | 5 | 1 | 5 | 1 | 1 | 5 |
34 |
Yes
|
Travel_Rarely
| 290 |
Software
| 36 | 5 |
Marketing
| 1 | 2,623 | 3 |
Female
| 43 | 2 | 3 |
Developer
| 1 |
Married
| 33,907 | 983,303 | 4 |
Y
|
Yes
| 49 | 3 | 3 | 80 | 1 | 32 | 1 | 4 | 19 | 19 | 12 | 9 |
60 |
Yes
|
Travel_Frequently
| 1,143 |
Support
| 23 | 2 |
Human Resources
| 1 | 2,624 | 3 |
Female
| 134 | 2 | 1 |
Manufacturing Director
| 3 |
Single
| 24,529 | 588,696 | 5 |
Y
|
Yes
| 26 | 3 | 2 | 80 | 1 | 19 | 2 | 2 | 13 | 8 | 10 | 4 |
20 |
No
|
Travel_Frequently
| 1,145 |
Support
| 1 | 1 |
Human Resources
| 1 | 2,625 | 4 |
Male
| 171 | 4 | 4 |
Sales Executive
| 2 |
Divorced
| 42,200 | 422,000 | 7 |
Y
|
No
| 30 | 2 | 4 | 80 | 2 | 26 | 2 | 1 | 13 | 10 | 8 | 3 |
37 |
No
|
Travel_Frequently
| 278 |
Human Resources
| 31 | 5 |
Life Sciences
| 1 | 2,626 | 1 |
Male
| 86 | 4 | 3 |
Research Director
| 3 |
Divorced
| 4,535 | 36,280 | 6 |
Y
|
Yes
| 37 | 2 | 4 | 80 | 1 | 5 | 5 | 3 | 5 | 2 | 3 | 2 |
54 |
Yes
|
Travel_Rarely
| 613 |
Hardware
| 35 | 4 |
Marketing
| 1 | 2,627 | 2 |
Male
| 148 | 2 | 5 |
Manager
| 3 |
Single
| 38,278 | 76,556 | 0 |
Y
|
Yes
| 7 | 1 | 3 | 80 | 3 | 2 | 3 | 1 | 1 | 1 | 1 | 1 |
38 |
Yes
|
Travel_Rarely
| 560 |
Hardware
| 31 | 4 |
Other
| 1 | 2,628 | 3 |
Male
| 109 | 1 | 1 |
Sales Representative
| 1 |
Single
| 39,352 | 472,224 | 1 |
Y
|
Yes
| 19 | 4 | 2 | 80 | 1 | 33 | 1 | 3 | 10 | 8 | 10 | 1 |
48 |
Yes
|
Non-Travel
| 1,487 |
Sales
| 43 | 4 |
Other
| 1 | 2,629 | 4 |
Male
| 142 | 3 | 2 |
Developer
| 2 |
Married
| 20,786 | 582,008 | 7 |
Y
|
Yes
| 0 | 1 | 4 | 80 | 1 | 29 | 4 | 3 | 23 | 19 | 18 | 17 |
24 |
Yes
|
Non-Travel
| 403 |
Human Resources
| 28 | 5 |
Human Resources
| 1 | 2,630 | 2 |
Female
| 109 | 4 | 4 |
Manager
| 1 |
Single
| 8,809 | 26,427 | 7 |
Y
|
Yes
| 9 | 1 | 3 | 80 | 2 | 28 | 3 | 2 | 18 | 3 | 2 | 4 |
26 |
Yes
|
Travel_Rarely
| 1,459 |
Hardware
| 43 | 2 |
Marketing
| 1 | 2,631 | 2 |
Male
| 138 | 4 | 2 |
Developer
| 1 |
Single
| 24,852 | 422,484 | 1 |
Y
|
No
| 46 | 1 | 1 | 80 | 3 | 20 | 6 | 1 | 15 | 4 | 14 | 10 |
47 |
Yes
|
Non-Travel
| 880 |
Software
| 14 | 5 |
Marketing
| 1 | 2,632 | 3 |
Male
| 77 | 3 | 4 |
Research Director
| 4 |
Divorced
| 38,258 | 1,109,482 | 5 |
Y
|
No
| 48 | 4 | 2 | 80 | 2 | 35 | 1 | 4 | 3 | 1 | 1 | 2 |
52 |
No
|
Non-Travel
| 907 |
Software
| 26 | 2 |
Human Resources
| 1 | 2,633 | 1 |
Female
| 142 | 4 | 2 |
Research Scientist
| 3 |
Single
| 23,420 | 632,340 | 2 |
Y
|
Yes
| 9 | 4 | 2 | 80 | 2 | 21 | 1 | 4 | 4 | 3 | 1 | 1 |
26 |
No
|
Travel_Frequently
| 1,287 |
Human Resources
| 39 | 3 |
Human Resources
| 1 | 2,634 | 3 |
Female
| 149 | 3 | 2 |
Research Director
| 2 |
Divorced
| 28,334 | 765,018 | 2 |
Y
|
Yes
| 36 | 4 | 3 | 80 | 2 | 29 | 5 | 1 | 12 | 6 | 5 | 9 |
55 |
Yes
|
Travel_Frequently
| 1,250 |
Research & Development
| 22 | 2 |
Human Resources
| 1 | 2,635 | 1 |
Male
| 134 | 2 | 5 |
Manager
| 4 |
Single
| 35,045 | 175,225 | 3 |
Y
|
No
| 9 | 4 | 3 | 80 | 2 | 7 | 1 | 2 | 2 | 1 | 2 | 1 |
57 |
Yes
|
Non-Travel
| 893 |
Hardware
| 29 | 4 |
Other
| 1 | 2,636 | 2 |
Male
| 160 | 3 | 4 |
Research Director
| 3 |
Divorced
| 7,570 | 75,700 | 6 |
Y
|
Yes
| 44 | 1 | 4 | 80 | 2 | 27 | 6 | 3 | 21 | 3 | 3 | 9 |
57 |
Yes
|
Non-Travel
| 1,008 |
Research & Development
| 35 | 3 |
Other
| 1 | 2,637 | 3 |
Female
| 113 | 2 | 1 |
Laboratory Technician
| 1 |
Divorced
| 49,061 | 1,471,830 | 8 |
Y
|
No
| 11 | 3 | 2 | 80 | 3 | 40 | 5 | 4 | 23 | 16 | 22 | 5 |
18 |
No
|
Travel_Frequently
| 1,215 |
Research & Development
| 8 | 4 |
Human Resources
| 1 | 2,638 | 1 |
Male
| 97 | 4 | 4 |
Human Resources
| 4 |
Married
| 37,544 | 713,336 | 7 |
Y
|
No
| 34 | 2 | 4 | 80 | 4 | 6 | 2 | 3 | 1 | 1 | 1 | 1 |
27 |
Yes
|
Non-Travel
| 1,262 |
Hardware
| 50 | 3 |
Medical
| 1 | 2,639 | 1 |
Male
| 82 | 4 | 3 |
Healthcare Representative
| 1 |
Single
| 41,572 | 914,584 | 5 |
Y
|
Yes
| 22 | 1 | 2 | 80 | 1 | 5 | 4 | 2 | 1 | 1 | 1 | 1 |
21 |
No
|
Non-Travel
| 720 |
Software
| 8 | 3 |
Technical Degree
| 1 | 2,640 | 4 |
Male
| 43 | 2 | 1 |
Sales Representative
| 4 |
Single
| 12,763 | 178,682 | 6 |
Y
|
No
| 47 | 4 | 3 | 80 | 1 | 19 | 6 | 4 | 4 | 1 | 2 | 2 |
54 |
Yes
|
Non-Travel
| 324 |
Sales
| 18 | 4 |
Medical
| 1 | 2,641 | 2 |
Male
| 81 | 1 | 2 |
Manager
| 2 |
Married
| 18,203 | 364,060 | 1 |
Y
|
No
| 3 | 3 | 3 | 80 | 4 | 29 | 3 | 3 | 25 | 5 | 12 | 18 |
37 |
Yes
|
Travel_Rarely
| 841 |
Hardware
| 39 | 1 |
Medical
| 1 | 2,642 | 1 |
Female
| 65 | 2 | 3 |
Laboratory Technician
| 3 |
Single
| 9,949 | 109,439 | 2 |
Y
|
No
| 45 | 2 | 3 | 80 | 1 | 5 | 1 | 4 | 4 | 3 | 4 | 3 |
60 |
No
|
Travel_Frequently
| 1,222 |
Research & Development
| 9 | 3 |
Life Sciences
| 1 | 2,643 | 2 |
Male
| 189 | 4 | 1 |
Manager
| 1 |
Single
| 32,040 | 160,200 | 4 |
Y
|
No
| 20 | 1 | 3 | 80 | 4 | 26 | 6 | 4 | 10 | 8 | 5 | 2 |
44 |
No
|
Travel_Frequently
| 469 |
Human Resources
| 29 | 5 |
Human Resources
| 1 | 2,644 | 3 |
Female
| 91 | 4 | 1 |
Research Scientist
| 1 |
Married
| 3,934 | 35,406 | 0 |
Y
|
Yes
| 2 | 2 | 3 | 80 | 3 | 5 | 1 | 1 | 4 | 3 | 3 | 1 |
47 |
No
|
Travel_Frequently
| 1,303 |
Research & Development
| 28 | 2 |
Technical Degree
| 1 | 2,645 | 2 |
Male
| 179 | 4 | 4 |
Human Resources
| 4 |
Single
| 37,713 | 226,278 | 2 |
Y
|
Yes
| 29 | 4 | 4 | 80 | 1 | 23 | 2 | 4 | 5 | 1 | 5 | 5 |
20 |
No
|
Travel_Frequently
| 1,322 |
Human Resources
| 46 | 1 |
Life Sciences
| 1 | 2,646 | 3 |
Male
| 153 | 3 | 2 |
Human Resources
| 4 |
Married
| 29,845 | 417,830 | 8 |
Y
|
No
| 36 | 2 | 4 | 80 | 3 | 33 | 1 | 3 | 9 | 2 | 9 | 6 |
35 |
Yes
|
Travel_Frequently
| 865 |
Hardware
| 32 | 3 |
Human Resources
| 1 | 2,647 | 3 |
Female
| 32 | 4 | 2 |
Research Scientist
| 4 |
Divorced
| 5,041 | 115,943 | 5 |
Y
|
No
| 26 | 3 | 4 | 80 | 1 | 25 | 5 | 1 | 7 | 6 | 4 | 7 |
18 |
No
|
Non-Travel
| 656 |
Research & Development
| 3 | 1 |
Marketing
| 1 | 2,648 | 3 |
Male
| 97 | 1 | 4 |
Research Scientist
| 1 |
Divorced
| 33,763 | 641,497 | 4 |
Y
|
Yes
| 14 | 1 | 2 | 80 | 3 | 7 | 2 | 1 | 4 | 2 | 3 | 2 |
40 |
No
|
Travel_Frequently
| 828 |
Sales
| 35 | 2 |
Marketing
| 1 | 2,649 | 3 |
Male
| 41 | 1 | 4 |
Healthcare Representative
| 1 |
Divorced
| 28,184 | 28,184 | 5 |
Y
|
No
| 43 | 3 | 4 | 80 | 4 | 36 | 6 | 1 | 17 | 10 | 5 | 12 |
38 |
No
|
Non-Travel
| 1,410 |
Research & Development
| 22 | 2 |
Medical
| 1 | 2,650 | 1 |
Female
| 76 | 2 | 2 |
Sales Representative
| 3 |
Married
| 16,543 | 82,715 | 6 |
Y
|
No
| 6 | 4 | 3 | 80 | 2 | 17 | 1 | 4 | 2 | 2 | 1 | 2 |
27 |
No
|
Travel_Rarely
| 435 |
Research & Development
| 17 | 3 |
Other
| 1 | 2,651 | 4 |
Female
| 107 | 3 | 1 |
Sales Representative
| 3 |
Single
| 28,748 | 488,716 | 1 |
Y
|
No
| 49 | 1 | 4 | 80 | 2 | 9 | 4 | 3 | 7 | 5 | 3 | 1 |
34 |
Yes
|
Non-Travel
| 166 |
Research & Development
| 14 | 3 |
Human Resources
| 1 | 2,652 | 4 |
Male
| 145 | 2 | 1 |
Human Resources
| 2 |
Divorced
| 37,991 | 227,946 | 8 |
Y
|
No
| 16 | 3 | 3 | 80 | 4 | 32 | 3 | 4 | 6 | 3 | 5 | 5 |
29 |
No
|
Travel_Frequently
| 706 |
Support
| 36 | 3 |
Life Sciences
| 1 | 2,653 | 4 |
Male
| 108 | 3 | 3 |
Healthcare Representative
| 1 |
Married
| 13,768 | 165,216 | 6 |
Y
|
Yes
| 41 | 4 | 2 | 80 | 1 | 31 | 4 | 1 | 1 | 1 | 1 | 1 |
28 |
No
|
Travel_Rarely
| 493 |
Support
| 15 | 1 |
Human Resources
| 1 | 2,654 | 4 |
Male
| 45 | 1 | 5 |
Research Director
| 2 |
Divorced
| 11,078 | 166,170 | 4 |
Y
|
Yes
| 19 | 2 | 3 | 80 | 4 | 12 | 3 | 2 | 7 | 6 | 6 | 6 |
27 |
No
|
Non-Travel
| 140 |
Hardware
| 48 | 2 |
Marketing
| 1 | 2,655 | 4 |
Male
| 169 | 2 | 3 |
Laboratory Technician
| 1 |
Divorced
| 12,009 | 108,081 | 5 |
Y
|
Yes
| 43 | 2 | 4 | 80 | 4 | 35 | 3 | 4 | 28 | 9 | 21 | 22 |
28 |
No
|
Non-Travel
| 174 |
Support
| 34 | 5 |
Technical Degree
| 1 | 2,656 | 3 |
Male
| 127 | 3 | 2 |
Human Resources
| 1 |
Single
| 28,381 | 255,429 | 7 |
Y
|
Yes
| 48 | 4 | 4 | 80 | 4 | 8 | 6 | 2 | 1 | 1 | 1 | 1 |
42 |
Yes
|
Travel_Rarely
| 285 |
Support
| 42 | 4 |
Marketing
| 1 | 2,657 | 3 |
Female
| 78 | 2 | 2 |
Healthcare Representative
| 1 |
Divorced
| 24,530 | 171,710 | 5 |
Y
|
No
| 45 | 4 | 2 | 80 | 4 | 23 | 2 | 4 | 19 | 11 | 10 | 15 |
49 |
No
|
Travel_Rarely
| 584 |
Sales
| 15 | 1 |
Marketing
| 1 | 2,658 | 1 |
Female
| 138 | 1 | 5 |
Sales Executive
| 4 |
Divorced
| 25,436 | 127,180 | 5 |
Y
|
No
| 32 | 4 | 3 | 80 | 2 | 20 | 4 | 4 | 15 | 15 | 10 | 9 |
54 |
Yes
|
Travel_Rarely
| 1,356 |
Hardware
| 37 | 2 |
Other
| 1 | 2,659 | 4 |
Male
| 177 | 2 | 1 |
Sales Representative
| 3 |
Divorced
| 37,939 | 151,756 | 6 |
Y
|
No
| 29 | 4 | 3 | 80 | 4 | 15 | 6 | 1 | 15 | 5 | 4 | 6 |
46 |
No
|
Travel_Frequently
| 1,408 |
Support
| 40 | 5 |
Marketing
| 1 | 2,660 | 1 |
Male
| 173 | 1 | 4 |
Research Scientist
| 4 |
Single
| 48,193 | 385,544 | 3 |
Y
|
No
| 2 | 3 | 4 | 80 | 2 | 14 | 2 | 3 | 5 | 4 | 1 | 3 |
25 |
Yes
|
Travel_Frequently
| 640 |
Support
| 16 | 3 |
Technical Degree
| 1 | 2,661 | 2 |
Male
| 136 | 4 | 3 |
Sales Representative
| 3 |
Divorced
| 11,284 | 33,852 | 3 |
Y
|
No
| 8 | 3 | 2 | 80 | 2 | 28 | 2 | 1 | 17 | 5 | 11 | 9 |
35 |
No
|
Travel_Rarely
| 266 |
Sales
| 10 | 4 |
Medical
| 1 | 2,662 | 1 |
Male
| 68 | 2 | 1 |
Healthcare Representative
| 1 |
Married
| 4,266 | 115,182 | 6 |
Y
|
Yes
| 49 | 4 | 4 | 80 | 4 | 22 | 1 | 3 | 14 | 6 | 6 | 10 |
24 |
Yes
|
Travel_Frequently
| 1,173 |
Hardware
| 17 | 2 |
Technical Degree
| 1 | 2,663 | 1 |
Male
| 97 | 4 | 1 |
Laboratory Technician
| 3 |
Married
| 10,013 | 10,013 | 0 |
Y
|
Yes
| 25 | 2 | 1 | 80 | 1 | 13 | 3 | 3 | 12 | 1 | 3 | 4 |
49 |
No
|
Travel_Rarely
| 361 |
Support
| 50 | 3 |
Technical Degree
| 1 | 2,664 | 3 |
Male
| 94 | 3 | 3 |
Research Director
| 2 |
Single
| 40,148 | 521,924 | 5 |
Y
|
No
| 24 | 3 | 3 | 80 | 1 | 24 | 5 | 1 | 21 | 5 | 17 | 10 |
40 |
Yes
|
Travel_Rarely
| 696 |
Software
| 33 | 4 |
Other
| 1 | 2,665 | 3 |
Female
| 165 | 1 | 4 |
Healthcare Representative
| 3 |
Married
| 22,941 | 573,525 | 7 |
Y
|
No
| 29 | 1 | 1 | 80 | 1 | 28 | 3 | 3 | 11 | 5 | 1 | 10 |
32 |
Yes
|
Travel_Rarely
| 176 |
Software
| 50 | 2 |
Technical Degree
| 1 | 2,666 | 1 |
Female
| 179 | 1 | 3 |
Sales Representative
| 1 |
Married
| 49,103 | 147,309 | 2 |
Y
|
Yes
| 32 | 3 | 3 | 80 | 1 | 15 | 6 | 2 | 7 | 1 | 1 | 1 |
58 |
No
|
Travel_Frequently
| 1,309 |
Hardware
| 10 | 5 |
Other
| 1 | 2,667 | 2 |
Female
| 71 | 1 | 4 |
Human Resources
| 2 |
Divorced
| 10,662 | 74,634 | 3 |
Y
|
Yes
| 46 | 1 | 4 | 80 | 3 | 33 | 1 | 1 | 3 | 2 | 3 | 1 |
60 |
No
|
Travel_Rarely
| 1,265 |
Sales
| 17 | 5 |
Medical
| 1 | 2,668 | 4 |
Female
| 60 | 3 | 5 |
Manager
| 1 |
Divorced
| 26,899 | 322,788 | 7 |
Y
|
No
| 39 | 4 | 3 | 80 | 2 | 2 | 2 | 3 | 2 | 2 | 1 | 1 |
38 |
Yes
|
Non-Travel
| 710 |
Research & Development
| 42 | 1 |
Human Resources
| 1 | 2,669 | 2 |
Male
| 36 | 2 | 1 |
Laboratory Technician
| 1 |
Single
| 46,349 | 1,158,725 | 3 |
Y
|
Yes
| 32 | 2 | 3 | 80 | 3 | 20 | 5 | 3 | 7 | 7 | 2 | 7 |
55 |
No
|
Travel_Frequently
| 453 |
Software
| 21 | 4 |
Marketing
| 1 | 2,670 | 1 |
Female
| 102 | 2 | 5 |
Manufacturing Director
| 4 |
Single
| 5,087 | 66,131 | 7 |
Y
|
Yes
| 25 | 2 | 3 | 80 | 4 | 23 | 4 | 2 | 1 | 1 | 1 | 1 |
26 |
No
|
Travel_Rarely
| 553 |
Research & Development
| 45 | 4 |
Marketing
| 1 | 2,671 | 2 |
Female
| 132 | 1 | 4 |
Sales Executive
| 3 |
Married
| 22,367 | 22,367 | 3 |
Y
|
Yes
| 10 | 3 | 2 | 80 | 1 | 17 | 2 | 2 | 4 | 2 | 4 | 4 |
34 |
No
|
Travel_Frequently
| 397 |
Human Resources
| 38 | 2 |
Medical
| 1 | 2,672 | 1 |
Male
| 127 | 3 | 3 |
Healthcare Representative
| 2 |
Married
| 4,000 | 44,000 | 8 |
Y
|
No
| 22 | 2 | 1 | 80 | 1 | 29 | 4 | 4 | 5 | 3 | 2 | 2 |
35 |
No
|
Travel_Frequently
| 497 |
Human Resources
| 3 | 1 |
Medical
| 1 | 2,673 | 4 |
Male
| 106 | 4 | 3 |
Research Director
| 3 |
Married
| 8,644 | 51,864 | 6 |
Y
|
No
| 0 | 3 | 1 | 80 | 3 | 2 | 2 | 2 | 2 | 1 | 1 | 2 |
47 |
Yes
|
Non-Travel
| 1,321 |
Sales
| 41 | 3 |
Marketing
| 1 | 2,674 | 4 |
Female
| 181 | 1 | 3 |
Manager
| 1 |
Married
| 10,177 | 40,708 | 6 |
Y
|
Yes
| 40 | 3 | 3 | 80 | 1 | 33 | 3 | 3 | 31 | 7 | 19 | 29 |
52 |
No
|
Non-Travel
| 177 |
Software
| 49 | 2 |
Technical Degree
| 1 | 2,675 | 1 |
Male
| 125 | 2 | 4 |
Research Director
| 3 |
Single
| 11,249 | 202,482 | 6 |
Y
|
Yes
| 11 | 4 | 1 | 80 | 3 | 6 | 1 | 3 | 4 | 2 | 4 | 3 |
34 |
Yes
|
Travel_Frequently
| 154 |
Human Resources
| 28 | 5 |
Technical Degree
| 1 | 2,676 | 3 |
Female
| 153 | 2 | 5 |
Human Resources
| 2 |
Single
| 45,373 | 1,134,325 | 3 |
Y
|
Yes
| 0 | 3 | 1 | 80 | 3 | 11 | 6 | 1 | 8 | 4 | 4 | 4 |
37 |
Yes
|
Travel_Rarely
| 807 |
Support
| 27 | 1 |
Life Sciences
| 1 | 2,677 | 1 |
Female
| 52 | 2 | 4 |
Research Scientist
| 1 |
Married
| 42,085 | 841,700 | 5 |
Y
|
Yes
| 35 | 2 | 2 | 80 | 2 | 40 | 4 | 3 | 36 | 14 | 10 | 15 |
58 |
No
|
Travel_Frequently
| 1,235 |
Sales
| 7 | 2 |
Life Sciences
| 1 | 2,678 | 2 |
Male
| 41 | 4 | 2 |
Human Resources
| 3 |
Married
| 6,875 | 206,250 | 6 |
Y
|
No
| 7 | 4 | 2 | 80 | 3 | 30 | 1 | 4 | 11 | 2 | 10 | 4 |
33 |
Yes
|
Travel_Rarely
| 1,284 |
Hardware
| 46 | 5 |
Marketing
| 1 | 2,679 | 1 |
Female
| 185 | 2 | 4 |
Laboratory Technician
| 2 |
Married
| 23,167 | 254,837 | 6 |
Y
|
Yes
| 0 | 2 | 2 | 80 | 2 | 5 | 3 | 4 | 2 | 1 | 1 | 2 |
32 |
No
|
Non-Travel
| 1,062 |
Human Resources
| 48 | 3 |
Marketing
| 1 | 2,680 | 4 |
Female
| 88 | 2 | 2 |
Research Scientist
| 3 |
Divorced
| 21,280 | 361,760 | 1 |
Y
|
No
| 1 | 1 | 4 | 80 | 3 | 32 | 5 | 2 | 29 | 2 | 7 | 8 |
21 |
Yes
|
Non-Travel
| 856 |
Sales
| 30 | 5 |
Other
| 1 | 2,681 | 4 |
Male
| 136 | 1 | 2 |
Research Director
| 4 |
Single
| 11,402 | 22,804 | 4 |
Y
|
No
| 18 | 4 | 4 | 80 | 3 | 34 | 6 | 4 | 20 | 3 | 19 | 16 |
53 |
Yes
|
Travel_Frequently
| 972 |
Research & Development
| 11 | 3 |
Technical Degree
| 1 | 2,682 | 4 |
Female
| 99 | 3 | 3 |
Manager
| 2 |
Married
| 16,444 | 131,552 | 2 |
Y
|
Yes
| 37 | 1 | 1 | 80 | 2 | 32 | 5 | 3 | 15 | 2 | 1 | 10 |
39 |
No
|
Travel_Frequently
| 1,108 |
Support
| 15 | 1 |
Marketing
| 1 | 2,683 | 3 |
Female
| 60 | 1 | 1 |
Human Resources
| 1 |
Single
| 42,311 | 634,665 | 2 |
Y
|
No
| 34 | 3 | 1 | 80 | 4 | 4 | 1 | 3 | 1 | 1 | 1 | 1 |
20 |
No
|
Travel_Rarely
| 1,142 |
Hardware
| 8 | 3 |
Marketing
| 1 | 2,684 | 1 |
Male
| 150 | 1 | 1 |
Research Scientist
| 3 |
Single
| 28,787 | 518,166 | 2 |
Y
|
No
| 25 | 1 | 1 | 80 | 1 | 37 | 6 | 1 | 14 | 10 | 10 | 4 |
58 |
Yes
|
Travel_Rarely
| 403 |
Hardware
| 4 | 1 |
Human Resources
| 1 | 2,685 | 3 |
Male
| 130 | 4 | 1 |
Sales Executive
| 4 |
Divorced
| 3,641 | 91,025 | 0 |
Y
|
Yes
| 36 | 1 | 2 | 80 | 2 | 7 | 2 | 1 | 6 | 3 | 2 | 2 |
30 |
No
|
Non-Travel
| 1,067 |
Software
| 19 | 5 |
Medical
| 1 | 2,686 | 3 |
Male
| 48 | 1 | 1 |
Healthcare Representative
| 1 |
Married
| 25,624 | 76,872 | 1 |
Y
|
Yes
| 42 | 1 | 2 | 80 | 2 | 19 | 1 | 1 | 19 | 19 | 8 | 2 |
25 |
Yes
|
Travel_Rarely
| 875 |
Software
| 19 | 3 |
Marketing
| 1 | 2,687 | 3 |
Female
| 190 | 2 | 3 |
Research Director
| 4 |
Married
| 12,292 | 196,672 | 0 |
Y
|
No
| 34 | 3 | 4 | 80 | 1 | 17 | 3 | 4 | 5 | 3 | 5 | 4 |
45 |
Yes
|
Travel_Frequently
| 1,230 |
Software
| 20 | 3 |
Marketing
| 1 | 2,688 | 2 |
Female
| 173 | 1 | 1 |
Manufacturing Director
| 2 |
Married
| 34,737 | 972,636 | 0 |
Y
|
No
| 24 | 1 | 2 | 80 | 4 | 12 | 6 | 1 | 10 | 5 | 3 | 1 |
53 |
No
|
Travel_Frequently
| 779 |
Sales
| 43 | 4 |
Medical
| 1 | 2,689 | 3 |
Female
| 151 | 3 | 2 |
Manager
| 2 |
Married
| 30,505 | 884,645 | 1 |
Y
|
Yes
| 25 | 4 | 1 | 80 | 1 | 8 | 3 | 2 | 3 | 3 | 1 | 3 |
19 |
No
|
Non-Travel
| 1,009 |
Support
| 12 | 1 |
Life Sciences
| 1 | 2,690 | 1 |
Female
| 113 | 4 | 3 |
Manager
| 1 |
Single
| 35,851 | 1,003,828 | 1 |
Y
|
No
| 26 | 4 | 3 | 80 | 2 | 37 | 2 | 2 | 7 | 6 | 2 | 2 |
35 |
No
|
Travel_Frequently
| 1,402 |
Human Resources
| 40 | 5 |
Marketing
| 1 | 2,691 | 2 |
Female
| 89 | 2 | 3 |
Sales Executive
| 4 |
Single
| 19,742 | 296,130 | 6 |
Y
|
Yes
| 5 | 3 | 3 | 80 | 4 | 10 | 6 | 3 | 2 | 1 | 1 | 1 |
48 |
Yes
|
Travel_Rarely
| 838 |
Software
| 19 | 2 |
Life Sciences
| 1 | 2,692 | 4 |
Female
| 40 | 3 | 3 |
Sales Representative
| 1 |
Divorced
| 31,216 | 874,048 | 3 |
Y
|
Yes
| 43 | 1 | 2 | 80 | 4 | 1 | 6 | 4 | 1 | 1 | 1 | 1 |
18 |
No
|
Travel_Rarely
| 659 |
Sales
| 44 | 2 |
Medical
| 1 | 2,693 | 4 |
Male
| 180 | 2 | 4 |
Laboratory Technician
| 3 |
Married
| 43,200 | 86,400 | 8 |
Y
|
No
| 21 | 4 | 1 | 80 | 3 | 25 | 2 | 3 | 20 | 8 | 4 | 18 |
45 |
No
|
Non-Travel
| 175 |
Support
| 32 | 2 |
Marketing
| 1 | 2,694 | 1 |
Female
| 129 | 2 | 4 |
Human Resources
| 3 |
Single
| 24,979 | 349,706 | 6 |
Y
|
No
| 34 | 1 | 4 | 80 | 2 | 22 | 4 | 4 | 14 | 8 | 14 | 2 |
26 |
Yes
|
Travel_Rarely
| 448 |
Hardware
| 26 | 4 |
Technical Degree
| 1 | 2,695 | 1 |
Female
| 191 | 3 | 3 |
Developer
| 4 |
Single
| 40,401 | 40,401 | 5 |
Y
|
No
| 17 | 1 | 4 | 80 | 4 | 34 | 2 | 4 | 34 | 20 | 27 | 25 |
44 |
Yes
|
Non-Travel
| 1,375 |
Support
| 4 | 3 |
Medical
| 1 | 2,696 | 4 |
Female
| 143 | 2 | 2 |
Healthcare Representative
| 4 |
Divorced
| 3,526 | 45,838 | 0 |
Y
|
Yes
| 31 | 4 | 4 | 80 | 2 | 26 | 4 | 3 | 25 | 21 | 4 | 1 |
52 |
No
|
Travel_Rarely
| 602 |
Hardware
| 1 | 4 |
Marketing
| 1 | 2,697 | 2 |
Female
| 133 | 3 | 4 |
Laboratory Technician
| 2 |
Single
| 9,778 | 224,894 | 5 |
Y
|
No
| 22 | 3 | 3 | 80 | 2 | 24 | 5 | 1 | 10 | 7 | 5 | 2 |
28 |
No
|
Travel_Frequently
| 530 |
Sales
| 5 | 4 |
Medical
| 1 | 2,698 | 1 |
Male
| 32 | 3 | 1 |
Research Scientist
| 2 |
Married
| 21,496 | 300,944 | 1 |
Y
|
No
| 9 | 4 | 3 | 80 | 4 | 3 | 2 | 1 | 3 | 2 | 2 | 2 |
45 |
No
|
Travel_Rarely
| 222 |
Hardware
| 5 | 2 |
Medical
| 1 | 2,699 | 3 |
Female
| 150 | 2 | 4 |
Manager
| 2 |
Married
| 47,717 | 1,240,642 | 8 |
Y
|
No
| 10 | 1 | 3 | 80 | 2 | 16 | 5 | 3 | 6 | 4 | 5 | 3 |
25 |
Yes
|
Travel_Frequently
| 1,303 |
Hardware
| 22 | 2 |
Medical
| 1 | 2,700 | 2 |
Male
| 189 | 4 | 4 |
Sales Executive
| 3 |
Married
| 10,646 | 266,150 | 1 |
Y
|
Yes
| 2 | 4 | 4 | 80 | 2 | 6 | 4 | 3 | 6 | 1 | 4 | 2 |
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