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 |
Yes
|
Non-Travel
| 524 |
Support
| 14 | 4 |
Marketing
| 1 | 3,001 | 1 |
Male
| 143 | 2 | 4 |
Sales Executive
| 3 |
Married
| 10,854 | 21,708 | 5 |
Y
|
No
| 13 | 1 | 1 | 80 | 1 | 2 | 5 | 3 | 1 | 1 | 1 | 1 |
46 |
No
|
Travel_Frequently
| 1,010 |
Software
| 43 | 3 |
Life Sciences
| 1 | 3,002 | 4 |
Male
| 162 | 1 | 2 |
Laboratory Technician
| 2 |
Married
| 16,472 | 378,856 | 1 |
Y
|
No
| 26 | 2 | 2 | 80 | 2 | 18 | 1 | 1 | 10 | 5 | 9 | 2 |
59 |
No
|
Travel_Rarely
| 1,071 |
Research & Development
| 46 | 2 |
Life Sciences
| 1 | 3,003 | 4 |
Male
| 196 | 2 | 5 |
Laboratory Technician
| 1 |
Single
| 3,117 | 77,925 | 1 |
Y
|
No
| 31 | 2 | 2 | 80 | 2 | 17 | 4 | 1 | 12 | 3 | 5 | 10 |
24 |
No
|
Travel_Frequently
| 1,386 |
Software
| 22 | 1 |
Marketing
| 1 | 3,004 | 1 |
Male
| 74 | 1 | 2 |
Laboratory Technician
| 1 |
Single
| 47,621 | 904,799 | 5 |
Y
|
No
| 44 | 3 | 4 | 80 | 2 | 25 | 6 | 4 | 15 | 2 | 13 | 4 |
31 |
Yes
|
Travel_Rarely
| 274 |
Sales
| 34 | 4 |
Life Sciences
| 1 | 3,005 | 1 |
Male
| 88 | 2 | 1 |
Manager
| 4 |
Single
| 3,425 | 61,650 | 3 |
Y
|
Yes
| 21 | 1 | 3 | 80 | 3 | 21 | 2 | 2 | 17 | 11 | 8 | 14 |
58 |
Yes
|
Non-Travel
| 494 |
Software
| 11 | 5 |
Marketing
| 1 | 3,006 | 1 |
Male
| 59 | 2 | 5 |
Manager
| 4 |
Divorced
| 19,161 | 38,322 | 5 |
Y
|
Yes
| 18 | 1 | 1 | 80 | 2 | 35 | 3 | 4 | 11 | 2 | 7 | 9 |
47 |
Yes
|
Travel_Frequently
| 1,068 |
Research & Development
| 6 | 4 |
Marketing
| 1 | 3,007 | 1 |
Male
| 81 | 3 | 2 |
Research Director
| 4 |
Single
| 16,277 | 292,986 | 8 |
Y
|
Yes
| 41 | 2 | 1 | 80 | 3 | 10 | 4 | 4 | 7 | 7 | 4 | 7 |
45 |
Yes
|
Non-Travel
| 767 |
Research & Development
| 13 | 3 |
Technical Degree
| 1 | 3,008 | 2 |
Female
| 58 | 3 | 5 |
Healthcare Representative
| 1 |
Single
| 42,173 | 253,038 | 8 |
Y
|
No
| 31 | 4 | 3 | 80 | 1 | 32 | 1 | 4 | 26 | 21 | 5 | 14 |
39 |
No
|
Travel_Frequently
| 473 |
Sales
| 48 | 3 |
Technical Degree
| 1 | 3,009 | 1 |
Female
| 163 | 1 | 2 |
Developer
| 4 |
Divorced
| 21,980 | 43,960 | 0 |
Y
|
No
| 0 | 2 | 3 | 80 | 1 | 25 | 1 | 2 | 6 | 1 | 3 | 1 |
39 |
Yes
|
Non-Travel
| 1,410 |
Sales
| 23 | 5 |
Human Resources
| 1 | 3,010 | 1 |
Female
| 188 | 2 | 3 |
Research Director
| 2 |
Single
| 19,527 | 312,432 | 4 |
Y
|
No
| 16 | 4 | 2 | 80 | 2 | 38 | 5 | 2 | 5 | 4 | 4 | 5 |
47 |
Yes
|
Non-Travel
| 186 |
Human Resources
| 5 | 2 |
Medical
| 1 | 3,011 | 4 |
Male
| 160 | 2 | 1 |
Sales Representative
| 1 |
Single
| 36,780 | 110,340 | 0 |
Y
|
No
| 31 | 2 | 2 | 80 | 1 | 11 | 6 | 1 | 4 | 3 | 3 | 1 |
41 |
Yes
|
Travel_Frequently
| 739 |
Research & Development
| 35 | 2 |
Marketing
| 1 | 3,012 | 4 |
Female
| 178 | 4 | 1 |
Healthcare Representative
| 1 |
Married
| 47,713 | 333,991 | 5 |
Y
|
Yes
| 48 | 3 | 3 | 80 | 2 | 39 | 2 | 2 | 4 | 3 | 3 | 4 |
47 |
No
|
Travel_Frequently
| 1,046 |
Hardware
| 2 | 2 |
Human Resources
| 1 | 3,013 | 2 |
Male
| 41 | 1 | 5 |
Human Resources
| 1 |
Divorced
| 21,629 | 497,467 | 6 |
Y
|
Yes
| 1 | 3 | 1 | 80 | 2 | 24 | 1 | 3 | 4 | 2 | 3 | 3 |
42 |
No
|
Travel_Rarely
| 1,320 |
Support
| 39 | 2 |
Technical Degree
| 1 | 3,014 | 4 |
Male
| 86 | 2 | 5 |
Developer
| 2 |
Divorced
| 27,457 | 823,710 | 8 |
Y
|
Yes
| 9 | 2 | 3 | 80 | 4 | 11 | 1 | 3 | 4 | 4 | 1 | 2 |
34 |
No
|
Non-Travel
| 1,461 |
Human Resources
| 38 | 2 |
Technical Degree
| 1 | 3,015 | 4 |
Male
| 110 | 1 | 1 |
Healthcare Representative
| 3 |
Single
| 13,021 | 234,378 | 1 |
Y
|
No
| 8 | 2 | 3 | 80 | 3 | 32 | 4 | 3 | 25 | 16 | 16 | 3 |
52 |
No
|
Non-Travel
| 1,418 |
Support
| 22 | 4 |
Medical
| 1 | 3,016 | 1 |
Male
| 167 | 3 | 4 |
Human Resources
| 2 |
Single
| 25,323 | 734,367 | 8 |
Y
|
No
| 27 | 2 | 2 | 80 | 2 | 26 | 2 | 2 | 20 | 3 | 3 | 13 |
19 |
No
|
Travel_Frequently
| 645 |
Support
| 30 | 5 |
Marketing
| 1 | 3,017 | 4 |
Male
| 144 | 4 | 5 |
Sales Representative
| 1 |
Married
| 11,830 | 307,580 | 6 |
Y
|
No
| 28 | 3 | 2 | 80 | 4 | 39 | 2 | 4 | 20 | 4 | 1 | 12 |
45 |
No
|
Non-Travel
| 1,421 |
Support
| 36 | 1 |
Life Sciences
| 1 | 3,018 | 2 |
Female
| 36 | 3 | 3 |
Sales Executive
| 1 |
Divorced
| 40,970 | 40,970 | 0 |
Y
|
Yes
| 23 | 3 | 1 | 80 | 1 | 16 | 6 | 2 | 7 | 7 | 6 | 2 |
23 |
No
|
Travel_Frequently
| 820 |
Support
| 16 | 2 |
Marketing
| 1 | 3,019 | 1 |
Male
| 155 | 1 | 5 |
Healthcare Representative
| 4 |
Married
| 28,604 | 228,832 | 0 |
Y
|
No
| 32 | 4 | 1 | 80 | 2 | 27 | 3 | 2 | 11 | 3 | 9 | 7 |
37 |
Yes
|
Non-Travel
| 1,029 |
Sales
| 45 | 3 |
Other
| 1 | 3,020 | 3 |
Male
| 56 | 1 | 2 |
Sales Executive
| 4 |
Married
| 47,266 | 94,532 | 2 |
Y
|
No
| 11 | 2 | 3 | 80 | 2 | 27 | 2 | 3 | 26 | 3 | 19 | 2 |
28 |
Yes
|
Travel_Frequently
| 129 |
Hardware
| 29 | 4 |
Technical Degree
| 1 | 3,021 | 4 |
Male
| 49 | 4 | 1 |
Manufacturing Director
| 3 |
Divorced
| 46,230 | 1,109,520 | 5 |
Y
|
Yes
| 15 | 3 | 2 | 80 | 3 | 30 | 3 | 1 | 24 | 20 | 2 | 9 |
24 |
No
|
Non-Travel
| 1,183 |
Human Resources
| 40 | 4 |
Human Resources
| 1 | 3,022 | 4 |
Female
| 49 | 3 | 1 |
Healthcare Representative
| 1 |
Married
| 32,938 | 691,698 | 2 |
Y
|
Yes
| 0 | 2 | 2 | 80 | 4 | 11 | 6 | 3 | 7 | 1 | 6 | 3 |
41 |
No
|
Travel_Frequently
| 544 |
Software
| 39 | 3 |
Life Sciences
| 1 | 3,023 | 2 |
Female
| 86 | 1 | 2 |
Laboratory Technician
| 2 |
Single
| 23,430 | 632,610 | 8 |
Y
|
No
| 23 | 4 | 1 | 80 | 3 | 13 | 3 | 4 | 2 | 2 | 2 | 1 |
42 |
No
|
Travel_Frequently
| 1,221 |
Software
| 29 | 3 |
Medical
| 1 | 3,024 | 3 |
Male
| 39 | 4 | 4 |
Human Resources
| 3 |
Single
| 39,953 | 958,872 | 6 |
Y
|
Yes
| 26 | 1 | 2 | 80 | 2 | 16 | 2 | 4 | 6 | 5 | 3 | 6 |
43 |
No
|
Travel_Frequently
| 789 |
Human Resources
| 30 | 3 |
Life Sciences
| 1 | 3,025 | 3 |
Male
| 180 | 1 | 4 |
Developer
| 1 |
Single
| 25,008 | 200,064 | 3 |
Y
|
Yes
| 12 | 4 | 2 | 80 | 1 | 4 | 4 | 2 | 4 | 1 | 4 | 1 |
35 |
No
|
Non-Travel
| 338 |
Research & Development
| 6 | 1 |
Technical Degree
| 1 | 3,026 | 2 |
Female
| 106 | 2 | 2 |
Healthcare Representative
| 2 |
Single
| 50,307 | 905,526 | 4 |
Y
|
No
| 28 | 1 | 4 | 80 | 3 | 20 | 6 | 4 | 10 | 2 | 4 | 3 |
30 |
No
|
Travel_Frequently
| 668 |
Support
| 38 | 5 |
Marketing
| 1 | 3,027 | 2 |
Male
| 39 | 1 | 4 |
Sales Representative
| 1 |
Single
| 27,295 | 736,965 | 8 |
Y
|
Yes
| 31 | 3 | 1 | 80 | 4 | 33 | 2 | 1 | 30 | 26 | 24 | 4 |
34 |
No
|
Travel_Frequently
| 135 |
Hardware
| 20 | 5 |
Human Resources
| 1 | 3,028 | 1 |
Female
| 46 | 1 | 2 |
Manufacturing Director
| 1 |
Divorced
| 39,418 | 39,418 | 3 |
Y
|
No
| 28 | 3 | 2 | 80 | 1 | 20 | 1 | 3 | 17 | 1 | 1 | 13 |
33 |
Yes
|
Travel_Frequently
| 128 |
Support
| 2 | 2 |
Life Sciences
| 1 | 3,029 | 3 |
Male
| 133 | 4 | 1 |
Healthcare Representative
| 1 |
Divorced
| 9,723 | 77,784 | 8 |
Y
|
No
| 44 | 4 | 3 | 80 | 4 | 39 | 4 | 3 | 19 | 9 | 13 | 7 |
57 |
Yes
|
Non-Travel
| 1,228 |
Hardware
| 32 | 3 |
Marketing
| 1 | 3,030 | 4 |
Male
| 87 | 2 | 1 |
Sales Representative
| 2 |
Married
| 25,813 | 180,691 | 8 |
Y
|
Yes
| 48 | 2 | 1 | 80 | 4 | 9 | 4 | 3 | 2 | 2 | 1 | 1 |
55 |
Yes
|
Non-Travel
| 532 |
Software
| 20 | 3 |
Technical Degree
| 1 | 3,031 | 3 |
Female
| 122 | 2 | 2 |
Sales Representative
| 4 |
Single
| 5,978 | 95,648 | 7 |
Y
|
Yes
| 22 | 1 | 3 | 80 | 1 | 17 | 3 | 4 | 17 | 8 | 12 | 6 |
42 |
Yes
|
Travel_Frequently
| 1,218 |
Support
| 18 | 1 |
Technical Degree
| 1 | 3,032 | 3 |
Female
| 38 | 3 | 4 |
Manufacturing Director
| 3 |
Married
| 9,281 | 232,025 | 6 |
Y
|
No
| 8 | 2 | 1 | 80 | 1 | 27 | 5 | 3 | 8 | 2 | 8 | 6 |
28 |
Yes
|
Travel_Frequently
| 587 |
Hardware
| 46 | 5 |
Medical
| 1 | 3,033 | 1 |
Female
| 111 | 2 | 5 |
Research Director
| 4 |
Single
| 50,651 | 658,463 | 1 |
Y
|
Yes
| 21 | 2 | 2 | 80 | 2 | 15 | 3 | 2 | 7 | 7 | 5 | 4 |
52 |
No
|
Travel_Rarely
| 283 |
Sales
| 14 | 4 |
Technical Degree
| 1 | 3,034 | 3 |
Female
| 86 | 4 | 5 |
Developer
| 3 |
Divorced
| 2,202 | 28,626 | 5 |
Y
|
No
| 9 | 1 | 3 | 80 | 3 | 4 | 4 | 1 | 4 | 2 | 1 | 1 |
58 |
Yes
|
Travel_Frequently
| 688 |
Support
| 30 | 4 |
Medical
| 1 | 3,035 | 3 |
Male
| 76 | 3 | 3 |
Laboratory Technician
| 1 |
Divorced
| 19,841 | 178,569 | 3 |
Y
|
No
| 22 | 2 | 1 | 80 | 4 | 7 | 2 | 2 | 2 | 1 | 1 | 1 |
58 |
No
|
Travel_Rarely
| 1,387 |
Support
| 29 | 5 |
Technical Degree
| 1 | 3,036 | 2 |
Female
| 176 | 4 | 4 |
Manufacturing Director
| 3 |
Divorced
| 21,217 | 530,425 | 3 |
Y
|
Yes
| 9 | 3 | 4 | 80 | 2 | 33 | 1 | 1 | 33 | 32 | 8 | 16 |
25 |
No
|
Non-Travel
| 428 |
Human Resources
| 23 | 4 |
Other
| 1 | 3,037 | 2 |
Female
| 187 | 1 | 1 |
Manufacturing Director
| 4 |
Divorced
| 26,635 | 612,605 | 1 |
Y
|
No
| 16 | 1 | 2 | 80 | 1 | 18 | 1 | 4 | 13 | 2 | 5 | 3 |
41 |
No
|
Non-Travel
| 873 |
Software
| 28 | 4 |
Technical Degree
| 1 | 3,038 | 3 |
Male
| 95 | 3 | 3 |
Manufacturing Director
| 1 |
Divorced
| 18,948 | 189,480 | 1 |
Y
|
No
| 45 | 1 | 1 | 80 | 3 | 19 | 3 | 3 | 15 | 10 | 8 | 8 |
44 |
No
|
Non-Travel
| 949 |
Support
| 27 | 3 |
Other
| 1 | 3,039 | 3 |
Female
| 186 | 4 | 1 |
Manufacturing Director
| 4 |
Single
| 44,917 | 1,212,759 | 0 |
Y
|
No
| 29 | 3 | 1 | 80 | 4 | 32 | 3 | 2 | 27 | 10 | 5 | 22 |
28 |
No
|
Non-Travel
| 546 |
Software
| 13 | 5 |
Human Resources
| 1 | 3,040 | 2 |
Male
| 179 | 3 | 5 |
Sales Representative
| 2 |
Single
| 47,930 | 862,740 | 4 |
Y
|
No
| 8 | 4 | 4 | 80 | 3 | 17 | 1 | 4 | 1 | 1 | 1 | 1 |
35 |
No
|
Non-Travel
| 356 |
Human Resources
| 28 | 3 |
Medical
| 1 | 3,041 | 4 |
Male
| 120 | 1 | 3 |
Manager
| 2 |
Single
| 47,425 | 521,675 | 6 |
Y
|
Yes
| 7 | 2 | 4 | 80 | 4 | 5 | 3 | 2 | 2 | 2 | 1 | 1 |
18 |
No
|
Non-Travel
| 1,294 |
Software
| 22 | 3 |
Life Sciences
| 1 | 3,042 | 3 |
Male
| 60 | 3 | 2 |
Sales Representative
| 1 |
Married
| 11,473 | 57,365 | 1 |
Y
|
No
| 15 | 2 | 3 | 80 | 2 | 34 | 6 | 3 | 31 | 22 | 1 | 2 |
24 |
No
|
Non-Travel
| 194 |
Sales
| 21 | 5 |
Marketing
| 1 | 3,043 | 4 |
Male
| 171 | 3 | 2 |
Sales Representative
| 3 |
Divorced
| 6,509 | 188,761 | 3 |
Y
|
Yes
| 29 | 3 | 1 | 80 | 3 | 39 | 2 | 2 | 9 | 9 | 6 | 7 |
30 |
No
|
Travel_Rarely
| 255 |
Human Resources
| 17 | 2 |
Life Sciences
| 1 | 3,044 | 2 |
Male
| 84 | 3 | 3 |
Human Resources
| 1 |
Married
| 18,615 | 223,380 | 8 |
Y
|
Yes
| 7 | 3 | 4 | 80 | 2 | 3 | 4 | 3 | 3 | 1 | 1 | 3 |
54 |
No
|
Travel_Frequently
| 701 |
Human Resources
| 37 | 2 |
Marketing
| 1 | 3,045 | 3 |
Female
| 65 | 4 | 3 |
Sales Representative
| 1 |
Divorced
| 18,523 | 314,891 | 3 |
Y
|
No
| 27 | 4 | 4 | 80 | 3 | 38 | 4 | 2 | 13 | 9 | 9 | 9 |
44 |
No
|
Non-Travel
| 1,307 |
Human Resources
| 11 | 4 |
Medical
| 1 | 3,046 | 1 |
Female
| 156 | 4 | 2 |
Manufacturing Director
| 3 |
Divorced
| 22,865 | 571,625 | 7 |
Y
|
Yes
| 44 | 2 | 1 | 80 | 3 | 29 | 6 | 2 | 9 | 3 | 5 | 7 |
58 |
No
|
Non-Travel
| 725 |
Research & Development
| 18 | 5 |
Human Resources
| 1 | 3,047 | 3 |
Female
| 182 | 4 | 4 |
Developer
| 2 |
Married
| 25,281 | 328,653 | 8 |
Y
|
Yes
| 32 | 4 | 3 | 80 | 3 | 26 | 1 | 1 | 5 | 3 | 3 | 5 |
33 |
Yes
|
Travel_Frequently
| 1,341 |
Sales
| 50 | 1 |
Life Sciences
| 1 | 3,048 | 2 |
Female
| 40 | 2 | 5 |
Sales Representative
| 3 |
Divorced
| 36,931 | 923,275 | 5 |
Y
|
No
| 40 | 1 | 2 | 80 | 1 | 18 | 4 | 4 | 10 | 10 | 1 | 7 |
38 |
Yes
|
Travel_Rarely
| 345 |
Support
| 8 | 1 |
Technical Degree
| 1 | 3,049 | 4 |
Male
| 137 | 3 | 4 |
Research Director
| 4 |
Married
| 18,528 | 185,280 | 4 |
Y
|
Yes
| 30 | 1 | 1 | 80 | 3 | 40 | 6 | 2 | 1 | 1 | 1 | 1 |
57 |
Yes
|
Travel_Rarely
| 632 |
Hardware
| 50 | 4 |
Marketing
| 1 | 3,050 | 2 |
Female
| 82 | 3 | 4 |
Laboratory Technician
| 4 |
Single
| 28,097 | 224,776 | 0 |
Y
|
Yes
| 44 | 1 | 3 | 80 | 2 | 19 | 5 | 1 | 16 | 7 | 14 | 13 |
47 |
No
|
Travel_Rarely
| 363 |
Research & Development
| 38 | 4 |
Other
| 1 | 3,051 | 4 |
Male
| 122 | 1 | 2 |
Sales Executive
| 3 |
Married
| 25,851 | 25,851 | 8 |
Y
|
No
| 22 | 1 | 3 | 80 | 3 | 30 | 2 | 4 | 5 | 5 | 2 | 4 |
48 |
Yes
|
Travel_Rarely
| 463 |
Hardware
| 32 | 5 |
Other
| 1 | 3,052 | 3 |
Female
| 125 | 1 | 2 |
Laboratory Technician
| 4 |
Divorced
| 11,468 | 149,084 | 4 |
Y
|
No
| 41 | 1 | 3 | 80 | 2 | 11 | 6 | 3 | 6 | 2 | 4 | 6 |
29 |
Yes
|
Travel_Rarely
| 202 |
Software
| 4 | 1 |
Technical Degree
| 1 | 3,053 | 2 |
Female
| 180 | 2 | 1 |
Sales Representative
| 1 |
Married
| 38,977 | 1,052,379 | 1 |
Y
|
No
| 17 | 2 | 3 | 80 | 2 | 15 | 1 | 1 | 1 | 1 | 1 | 1 |
28 |
No
|
Non-Travel
| 589 |
Software
| 6 | 2 |
Medical
| 1 | 3,054 | 3 |
Male
| 106 | 1 | 5 |
Research Director
| 4 |
Married
| 20,744 | 186,696 | 8 |
Y
|
Yes
| 32 | 4 | 2 | 80 | 3 | 28 | 2 | 1 | 14 | 1 | 7 | 10 |
46 |
No
|
Travel_Rarely
| 305 |
Research & Development
| 35 | 4 |
Other
| 1 | 3,055 | 1 |
Male
| 40 | 1 | 3 |
Developer
| 3 |
Married
| 7,886 | 228,694 | 2 |
Y
|
No
| 7 | 2 | 4 | 80 | 1 | 5 | 3 | 4 | 5 | 4 | 5 | 2 |
41 |
No
|
Travel_Rarely
| 1,034 |
Research & Development
| 3 | 3 |
Human Resources
| 1 | 3,056 | 3 |
Female
| 48 | 2 | 1 |
Healthcare Representative
| 4 |
Single
| 48,719 | 974,380 | 0 |
Y
|
No
| 21 | 3 | 1 | 80 | 3 | 34 | 3 | 3 | 20 | 6 | 7 | 5 |
24 |
Yes
|
Travel_Rarely
| 1,442 |
Software
| 20 | 4 |
Technical Degree
| 1 | 3,057 | 1 |
Female
| 96 | 4 | 1 |
Manager
| 1 |
Single
| 36,690 | 587,040 | 6 |
Y
|
No
| 30 | 2 | 3 | 80 | 4 | 23 | 1 | 2 | 12 | 5 | 5 | 4 |
47 |
Yes
|
Non-Travel
| 483 |
Human Resources
| 1 | 5 |
Marketing
| 1 | 3,058 | 1 |
Female
| 95 | 2 | 4 |
Research Director
| 4 |
Married
| 12,205 | 244,100 | 0 |
Y
|
No
| 18 | 3 | 4 | 80 | 1 | 22 | 2 | 3 | 12 | 3 | 8 | 1 |
44 |
Yes
|
Travel_Frequently
| 728 |
Support
| 33 | 3 |
Other
| 1 | 3,059 | 3 |
Female
| 53 | 3 | 2 |
Manager
| 3 |
Single
| 29,697 | 831,516 | 3 |
Y
|
Yes
| 0 | 3 | 4 | 80 | 1 | 30 | 1 | 4 | 23 | 11 | 7 | 7 |
18 |
Yes
|
Travel_Rarely
| 678 |
Software
| 44 | 3 |
Life Sciences
| 1 | 3,060 | 2 |
Male
| 89 | 4 | 1 |
Sales Executive
| 2 |
Married
| 8,544 | 230,688 | 5 |
Y
|
Yes
| 19 | 3 | 2 | 80 | 1 | 22 | 2 | 4 | 1 | 1 | 1 | 1 |
34 |
Yes
|
Travel_Frequently
| 1,272 |
Sales
| 28 | 3 |
Other
| 1 | 3,061 | 4 |
Female
| 47 | 3 | 2 |
Sales Executive
| 1 |
Married
| 48,616 | 972,320 | 4 |
Y
|
No
| 47 | 3 | 2 | 80 | 1 | 14 | 2 | 4 | 10 | 1 | 10 | 2 |
35 |
Yes
|
Travel_Frequently
| 1,353 |
Software
| 11 | 3 |
Technical Degree
| 1 | 3,062 | 3 |
Male
| 138 | 4 | 5 |
Sales Representative
| 1 |
Single
| 43,419 | 434,190 | 0 |
Y
|
Yes
| 7 | 3 | 1 | 80 | 4 | 23 | 3 | 3 | 5 | 5 | 5 | 2 |
39 |
Yes
|
Travel_Frequently
| 940 |
Software
| 30 | 1 |
Marketing
| 1 | 3,063 | 1 |
Female
| 142 | 2 | 3 |
Sales Representative
| 3 |
Divorced
| 4,329 | 38,961 | 3 |
Y
|
No
| 44 | 1 | 3 | 80 | 3 | 40 | 6 | 2 | 2 | 2 | 1 | 2 |
48 |
No
|
Non-Travel
| 1,453 |
Hardware
| 9 | 4 |
Human Resources
| 1 | 3,064 | 3 |
Male
| 194 | 3 | 1 |
Laboratory Technician
| 3 |
Single
| 22,139 | 154,973 | 8 |
Y
|
Yes
| 48 | 1 | 1 | 80 | 3 | 25 | 2 | 4 | 5 | 3 | 4 | 5 |
20 |
No
|
Non-Travel
| 264 |
Human Resources
| 28 | 3 |
Technical Degree
| 1 | 3,065 | 2 |
Male
| 187 | 4 | 3 |
Research Scientist
| 1 |
Single
| 19,172 | 191,720 | 3 |
Y
|
No
| 5 | 4 | 1 | 80 | 4 | 31 | 2 | 1 | 31 | 3 | 16 | 30 |
22 |
No
|
Travel_Frequently
| 253 |
Research & Development
| 34 | 1 |
Marketing
| 1 | 3,066 | 2 |
Female
| 179 | 3 | 4 |
Research Director
| 4 |
Married
| 9,085 | 27,255 | 3 |
Y
|
Yes
| 5 | 3 | 1 | 80 | 1 | 29 | 4 | 1 | 14 | 1 | 7 | 11 |
51 |
No
|
Non-Travel
| 1,283 |
Software
| 3 | 5 |
Other
| 1 | 3,067 | 4 |
Female
| 155 | 4 | 1 |
Manager
| 2 |
Married
| 8,159 | 179,498 | 8 |
Y
|
No
| 13 | 3 | 2 | 80 | 2 | 20 | 3 | 3 | 2 | 2 | 1 | 1 |
23 |
No
|
Travel_Rarely
| 813 |
Hardware
| 25 | 4 |
Technical Degree
| 1 | 3,068 | 2 |
Male
| 146 | 2 | 5 |
Sales Executive
| 2 |
Married
| 22,511 | 405,198 | 4 |
Y
|
Yes
| 18 | 2 | 3 | 80 | 2 | 21 | 1 | 1 | 3 | 2 | 3 | 1 |
55 |
Yes
|
Non-Travel
| 233 |
Support
| 25 | 1 |
Other
| 1 | 3,069 | 2 |
Female
| 87 | 3 | 1 |
Manager
| 1 |
Single
| 40,091 | 922,093 | 7 |
Y
|
Yes
| 21 | 4 | 1 | 80 | 4 | 22 | 3 | 1 | 3 | 3 | 1 | 3 |
44 |
Yes
|
Travel_Rarely
| 303 |
Sales
| 15 | 2 |
Life Sciences
| 1 | 3,070 | 4 |
Male
| 32 | 4 | 1 |
Healthcare Representative
| 3 |
Divorced
| 44,382 | 355,056 | 7 |
Y
|
Yes
| 0 | 4 | 2 | 80 | 1 | 19 | 4 | 3 | 3 | 1 | 1 | 1 |
50 |
No
|
Travel_Rarely
| 1,190 |
Research & Development
| 40 | 2 |
Human Resources
| 1 | 3,071 | 1 |
Male
| 36 | 4 | 1 |
Research Director
| 4 |
Single
| 1,987 | 43,714 | 7 |
Y
|
No
| 20 | 4 | 1 | 80 | 2 | 39 | 4 | 3 | 26 | 16 | 7 | 3 |
44 |
Yes
|
Travel_Frequently
| 1,125 |
Hardware
| 46 | 3 |
Life Sciences
| 1 | 3,072 | 4 |
Male
| 118 | 1 | 5 |
Research Scientist
| 1 |
Married
| 37,439 | 262,073 | 5 |
Y
|
Yes
| 19 | 1 | 4 | 80 | 3 | 1 | 3 | 1 | 1 | 1 | 1 | 1 |
28 |
Yes
|
Travel_Rarely
| 1,067 |
Human Resources
| 49 | 3 |
Human Resources
| 1 | 3,073 | 2 |
Male
| 93 | 4 | 2 |
Manufacturing Director
| 2 |
Married
| 2,765 | 11,060 | 1 |
Y
|
No
| 36 | 2 | 1 | 80 | 4 | 19 | 3 | 1 | 15 | 13 | 11 | 9 |
24 |
Yes
|
Travel_Rarely
| 1,470 |
Support
| 39 | 1 |
Life Sciences
| 1 | 3,074 | 2 |
Male
| 131 | 4 | 2 |
Research Director
| 2 |
Married
| 24,183 | 580,392 | 1 |
Y
|
Yes
| 45 | 4 | 2 | 80 | 4 | 16 | 2 | 1 | 2 | 1 | 2 | 2 |
30 |
No
|
Non-Travel
| 382 |
Hardware
| 19 | 5 |
Life Sciences
| 1 | 3,075 | 4 |
Female
| 85 | 4 | 5 |
Sales Representative
| 2 |
Married
| 14,630 | 336,490 | 1 |
Y
|
No
| 36 | 2 | 4 | 80 | 2 | 14 | 6 | 2 | 11 | 10 | 11 | 9 |
39 |
No
|
Travel_Frequently
| 1,332 |
Hardware
| 25 | 5 |
Technical Degree
| 1 | 3,076 | 3 |
Male
| 71 | 4 | 4 |
Manufacturing Director
| 1 |
Divorced
| 44,948 | 629,272 | 6 |
Y
|
Yes
| 7 | 3 | 4 | 80 | 2 | 39 | 5 | 4 | 26 | 18 | 12 | 4 |
39 |
No
|
Travel_Frequently
| 697 |
Hardware
| 6 | 3 |
Human Resources
| 1 | 3,077 | 1 |
Female
| 162 | 3 | 3 |
Human Resources
| 4 |
Divorced
| 13,086 | 300,978 | 2 |
Y
|
Yes
| 14 | 3 | 1 | 80 | 4 | 13 | 2 | 1 | 4 | 3 | 4 | 1 |
30 |
Yes
|
Travel_Rarely
| 115 |
Hardware
| 29 | 3 |
Life Sciences
| 1 | 3,078 | 4 |
Male
| 92 | 1 | 1 |
Healthcare Representative
| 2 |
Single
| 24,779 | 396,464 | 3 |
Y
|
No
| 7 | 4 | 1 | 80 | 2 | 37 | 5 | 2 | 6 | 5 | 6 | 3 |
48 |
Yes
|
Non-Travel
| 426 |
Human Resources
| 13 | 1 |
Medical
| 1 | 3,079 | 4 |
Male
| 68 | 2 | 1 |
Healthcare Representative
| 1 |
Divorced
| 39,019 | 507,247 | 4 |
Y
|
Yes
| 26 | 3 | 4 | 80 | 4 | 12 | 3 | 2 | 12 | 1 | 1 | 5 |
34 |
No
|
Travel_Rarely
| 170 |
Support
| 2 | 1 |
Medical
| 1 | 3,080 | 4 |
Female
| 51 | 3 | 4 |
Laboratory Technician
| 1 |
Divorced
| 41,275 | 495,300 | 4 |
Y
|
Yes
| 15 | 2 | 4 | 80 | 2 | 6 | 4 | 1 | 4 | 4 | 2 | 4 |
42 |
Yes
|
Travel_Frequently
| 1,038 |
Research & Development
| 30 | 4 |
Medical
| 1 | 3,081 | 1 |
Female
| 97 | 1 | 2 |
Developer
| 2 |
Divorced
| 18,793 | 263,102 | 6 |
Y
|
No
| 10 | 1 | 2 | 80 | 3 | 36 | 3 | 4 | 25 | 12 | 22 | 4 |
43 |
Yes
|
Travel_Rarely
| 1,483 |
Support
| 15 | 3 |
Human Resources
| 1 | 3,082 | 1 |
Female
| 60 | 1 | 4 |
Research Scientist
| 1 |
Divorced
| 48,097 | 1,106,231 | 3 |
Y
|
Yes
| 28 | 4 | 4 | 80 | 4 | 9 | 6 | 3 | 4 | 1 | 2 | 4 |
18 |
No
|
Travel_Rarely
| 1,037 |
Hardware
| 49 | 2 |
Life Sciences
| 1 | 3,083 | 2 |
Male
| 81 | 3 | 5 |
Sales Representative
| 4 |
Married
| 40,787 | 1,182,823 | 4 |
Y
|
Yes
| 44 | 3 | 3 | 80 | 4 | 33 | 2 | 4 | 20 | 7 | 3 | 6 |
50 |
Yes
|
Travel_Rarely
| 1,140 |
Software
| 43 | 5 |
Life Sciences
| 1 | 3,084 | 3 |
Female
| 187 | 3 | 3 |
Manufacturing Director
| 4 |
Married
| 21,338 | 192,042 | 4 |
Y
|
Yes
| 19 | 1 | 4 | 80 | 4 | 10 | 4 | 2 | 1 | 1 | 1 | 1 |
47 |
No
|
Travel_Frequently
| 255 |
Research & Development
| 48 | 4 |
Marketing
| 1 | 3,085 | 3 |
Male
| 182 | 1 | 4 |
Research Director
| 4 |
Divorced
| 49,314 | 295,884 | 4 |
Y
|
Yes
| 45 | 4 | 3 | 80 | 2 | 8 | 3 | 2 | 8 | 2 | 7 | 6 |
31 |
Yes
|
Travel_Rarely
| 337 |
Human Resources
| 8 | 2 |
Marketing
| 1 | 3,086 | 1 |
Female
| 39 | 1 | 4 |
Laboratory Technician
| 1 |
Married
| 8,416 | 33,664 | 0 |
Y
|
No
| 3 | 2 | 4 | 80 | 1 | 20 | 4 | 4 | 18 | 6 | 6 | 7 |
26 |
No
|
Non-Travel
| 929 |
Research & Development
| 33 | 5 |
Medical
| 1 | 3,087 | 2 |
Female
| 91 | 3 | 2 |
Research Scientist
| 3 |
Married
| 29,366 | 58,732 | 8 |
Y
|
Yes
| 41 | 1 | 3 | 80 | 1 | 9 | 6 | 4 | 6 | 6 | 1 | 6 |
56 |
No
|
Non-Travel
| 1,011 |
Hardware
| 5 | 1 |
Technical Degree
| 1 | 3,088 | 1 |
Male
| 45 | 2 | 2 |
Human Resources
| 4 |
Single
| 21,707 | 586,089 | 4 |
Y
|
Yes
| 19 | 1 | 4 | 80 | 3 | 17 | 4 | 4 | 15 | 6 | 8 | 11 |
34 |
No
|
Travel_Rarely
| 800 |
Sales
| 19 | 4 |
Marketing
| 1 | 3,089 | 2 |
Male
| 141 | 3 | 4 |
Manufacturing Director
| 4 |
Married
| 18,111 | 452,775 | 0 |
Y
|
No
| 46 | 2 | 4 | 80 | 4 | 7 | 3 | 4 | 5 | 5 | 1 | 3 |
32 |
No
|
Non-Travel
| 1,162 |
Software
| 42 | 2 |
Life Sciences
| 1 | 3,090 | 2 |
Female
| 131 | 3 | 5 |
Healthcare Representative
| 4 |
Married
| 31,586 | 473,790 | 4 |
Y
|
No
| 14 | 1 | 3 | 80 | 2 | 20 | 1 | 4 | 6 | 5 | 1 | 6 |
19 |
No
|
Travel_Rarely
| 419 |
Sales
| 35 | 5 |
Marketing
| 1 | 3,091 | 4 |
Male
| 193 | 4 | 1 |
Manufacturing Director
| 1 |
Single
| 41,584 | 790,096 | 0 |
Y
|
Yes
| 38 | 3 | 2 | 80 | 1 | 11 | 2 | 3 | 2 | 1 | 1 | 2 |
60 |
Yes
|
Travel_Frequently
| 1,095 |
Human Resources
| 2 | 2 |
Other
| 1 | 3,092 | 3 |
Female
| 82 | 4 | 5 |
Healthcare Representative
| 4 |
Divorced
| 26,070 | 104,280 | 0 |
Y
|
Yes
| 30 | 3 | 4 | 80 | 4 | 30 | 1 | 4 | 28 | 5 | 7 | 5 |
59 |
No
|
Non-Travel
| 985 |
Hardware
| 19 | 1 |
Marketing
| 1 | 3,093 | 3 |
Male
| 190 | 3 | 5 |
Manufacturing Director
| 3 |
Married
| 37,521 | 337,689 | 4 |
Y
|
No
| 1 | 3 | 4 | 80 | 3 | 12 | 2 | 4 | 6 | 6 | 2 | 5 |
39 |
Yes
|
Travel_Rarely
| 891 |
Hardware
| 26 | 4 |
Life Sciences
| 1 | 3,094 | 3 |
Female
| 119 | 4 | 2 |
Sales Representative
| 1 |
Single
| 16,750 | 184,250 | 6 |
Y
|
Yes
| 29 | 2 | 1 | 80 | 2 | 7 | 5 | 2 | 2 | 2 | 1 | 2 |
18 |
No
|
Non-Travel
| 185 |
Human Resources
| 41 | 4 |
Medical
| 1 | 3,095 | 2 |
Female
| 69 | 1 | 2 |
Sales Executive
| 2 |
Divorced
| 37,750 | 302,000 | 6 |
Y
|
Yes
| 7 | 3 | 3 | 80 | 3 | 23 | 4 | 1 | 3 | 3 | 3 | 3 |
35 |
No
|
Non-Travel
| 660 |
Hardware
| 45 | 5 |
Marketing
| 1 | 3,096 | 1 |
Female
| 59 | 2 | 3 |
Human Resources
| 2 |
Divorced
| 33,203 | 996,090 | 3 |
Y
|
No
| 42 | 3 | 2 | 80 | 1 | 5 | 2 | 3 | 4 | 3 | 1 | 1 |
54 |
No
|
Non-Travel
| 910 |
Research & Development
| 48 | 5 |
Medical
| 1 | 3,097 | 3 |
Female
| 88 | 3 | 1 |
Sales Executive
| 2 |
Single
| 46,103 | 1,383,090 | 5 |
Y
|
No
| 21 | 1 | 4 | 80 | 1 | 32 | 2 | 1 | 8 | 8 | 7 | 7 |
18 |
No
|
Travel_Rarely
| 1,404 |
Sales
| 8 | 3 |
Technical Degree
| 1 | 3,098 | 3 |
Male
| 136 | 1 | 1 |
Sales Representative
| 4 |
Single
| 10,562 | 105,620 | 6 |
Y
|
Yes
| 13 | 3 | 4 | 80 | 1 | 29 | 4 | 4 | 5 | 2 | 4 | 3 |
31 |
Yes
|
Travel_Rarely
| 362 |
Sales
| 14 | 5 |
Medical
| 1 | 3,099 | 2 |
Male
| 192 | 1 | 1 |
Manufacturing Director
| 3 |
Married
| 10,259 | 174,403 | 3 |
Y
|
No
| 21 | 1 | 1 | 80 | 1 | 12 | 3 | 1 | 1 | 1 | 1 | 1 |
36 |
Yes
|
Travel_Frequently
| 497 |
Support
| 30 | 2 |
Marketing
| 1 | 3,100 | 1 |
Male
| 64 | 4 | 4 |
Research Director
| 3 |
Single
| 37,440 | 861,120 | 5 |
Y
|
No
| 32 | 4 | 2 | 80 | 4 | 18 | 4 | 4 | 8 | 1 | 7 | 5 |
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