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
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
28 |
Yes
|
Travel_Frequently
| 679 |
Sales
| 26 | 5 |
Life Sciences
| 1 | 2,001 | 3 |
Female
| 49 | 2 | 5 |
Sales Representative
| 1 |
Divorced
| 23,266 | 465,320 | 1 |
Y
|
No
| 33 | 4 | 2 | 80 | 4 | 37 | 3 | 1 | 7 | 5 | 7 | 6 |
36 |
Yes
|
Travel_Frequently
| 211 |
Human Resources
| 22 | 3 |
Marketing
| 1 | 2,002 | 2 |
Female
| 143 | 4 | 5 |
Healthcare Representative
| 4 |
Single
| 20,549 | 595,921 | 7 |
Y
|
No
| 31 | 3 | 4 | 80 | 3 | 8 | 3 | 4 | 1 | 1 | 1 | 1 |
55 |
Yes
|
Non-Travel
| 766 |
Software
| 1 | 4 |
Medical
| 1 | 2,003 | 4 |
Female
| 68 | 1 | 2 |
Sales Representative
| 4 |
Married
| 8,438 | 219,388 | 5 |
Y
|
Yes
| 16 | 2 | 3 | 80 | 4 | 37 | 5 | 1 | 34 | 26 | 9 | 6 |
50 |
No
|
Travel_Frequently
| 551 |
Sales
| 10 | 3 |
Life Sciences
| 1 | 2,004 | 3 |
Female
| 175 | 2 | 4 |
Research Scientist
| 2 |
Single
| 33,074 | 463,036 | 7 |
Y
|
Yes
| 26 | 4 | 3 | 80 | 3 | 18 | 2 | 4 | 2 | 2 | 1 | 1 |
43 |
No
|
Non-Travel
| 306 |
Sales
| 40 | 1 |
Marketing
| 1 | 2,005 | 2 |
Male
| 63 | 4 | 3 |
Healthcare Representative
| 1 |
Married
| 21,603 | 561,678 | 1 |
Y
|
No
| 19 | 3 | 1 | 80 | 4 | 18 | 4 | 4 | 8 | 1 | 4 | 7 |
29 |
No
|
Non-Travel
| 596 |
Software
| 35 | 4 |
Other
| 1 | 2,006 | 3 |
Female
| 138 | 3 | 3 |
Research Scientist
| 1 |
Married
| 35,264 | 246,848 | 2 |
Y
|
Yes
| 26 | 1 | 4 | 80 | 4 | 37 | 1 | 3 | 32 | 30 | 14 | 25 |
20 |
No
|
Non-Travel
| 623 |
Hardware
| 30 | 2 |
Other
| 1 | 2,007 | 1 |
Male
| 96 | 1 | 1 |
Laboratory Technician
| 3 |
Single
| 26,135 | 104,540 | 5 |
Y
|
Yes
| 17 | 2 | 4 | 80 | 3 | 36 | 5 | 2 | 4 | 1 | 1 | 3 |
59 |
Yes
|
Travel_Frequently
| 1,228 |
Research & Development
| 28 | 3 |
Marketing
| 1 | 2,008 | 2 |
Female
| 50 | 4 | 5 |
Research Director
| 3 |
Married
| 50,348 | 654,524 | 7 |
Y
|
Yes
| 47 | 1 | 4 | 80 | 4 | 2 | 4 | 3 | 2 | 1 | 2 | 1 |
40 |
Yes
|
Travel_Rarely
| 726 |
Support
| 22 | 3 |
Marketing
| 1 | 2,009 | 4 |
Male
| 30 | 3 | 5 |
Healthcare Representative
| 3 |
Single
| 48,811 | 1,269,086 | 8 |
Y
|
No
| 34 | 4 | 4 | 80 | 2 | 16 | 4 | 4 | 12 | 6 | 10 | 1 |
18 |
No
|
Travel_Frequently
| 656 |
Sales
| 40 | 2 |
Marketing
| 1 | 2,010 | 4 |
Male
| 177 | 2 | 2 |
Manufacturing Director
| 4 |
Single
| 26,643 | 426,288 | 6 |
Y
|
No
| 1 | 1 | 4 | 80 | 1 | 33 | 1 | 2 | 32 | 3 | 22 | 7 |
41 |
Yes
|
Non-Travel
| 268 |
Support
| 26 | 3 |
Medical
| 1 | 2,011 | 4 |
Female
| 158 | 3 | 5 |
Research Director
| 1 |
Married
| 20,417 | 61,251 | 5 |
Y
|
Yes
| 32 | 3 | 4 | 80 | 4 | 14 | 3 | 1 | 4 | 4 | 2 | 3 |
49 |
Yes
|
Travel_Rarely
| 224 |
Software
| 12 | 5 |
Technical Degree
| 1 | 2,012 | 3 |
Male
| 74 | 2 | 1 |
Research Director
| 2 |
Single
| 29,228 | 350,736 | 3 |
Y
|
No
| 21 | 1 | 3 | 80 | 4 | 20 | 1 | 4 | 17 | 3 | 9 | 14 |
47 |
Yes
|
Travel_Frequently
| 1,250 |
Research & Development
| 18 | 5 |
Life Sciences
| 1 | 2,013 | 3 |
Male
| 152 | 3 | 2 |
Developer
| 1 |
Divorced
| 21,230 | 254,760 | 3 |
Y
|
Yes
| 41 | 4 | 4 | 80 | 1 | 30 | 3 | 3 | 11 | 6 | 8 | 1 |
56 |
Yes
|
Non-Travel
| 610 |
Research & Development
| 50 | 4 |
Human Resources
| 1 | 2,014 | 1 |
Female
| 35 | 3 | 5 |
Healthcare Representative
| 1 |
Single
| 21,661 | 476,542 | 2 |
Y
|
Yes
| 28 | 4 | 2 | 80 | 2 | 39 | 4 | 4 | 5 | 4 | 3 | 1 |
26 |
No
|
Travel_Frequently
| 566 |
Support
| 36 | 4 |
Medical
| 1 | 2,015 | 2 |
Male
| 153 | 4 | 3 |
Human Resources
| 4 |
Married
| 4,820 | 14,460 | 8 |
Y
|
Yes
| 44 | 2 | 4 | 80 | 4 | 31 | 2 | 1 | 30 | 27 | 23 | 14 |
42 |
No
|
Travel_Frequently
| 1,298 |
Human Resources
| 11 | 5 |
Marketing
| 1 | 2,016 | 2 |
Female
| 93 | 3 | 5 |
Healthcare Representative
| 1 |
Single
| 29,915 | 688,045 | 8 |
Y
|
Yes
| 12 | 3 | 1 | 80 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 1 |
23 |
No
|
Travel_Frequently
| 831 |
Sales
| 12 | 3 |
Life Sciences
| 1 | 2,017 | 1 |
Female
| 143 | 2 | 5 |
Human Resources
| 2 |
Divorced
| 36,112 | 397,232 | 6 |
Y
|
No
| 3 | 4 | 1 | 80 | 2 | 6 | 4 | 3 | 3 | 2 | 1 | 3 |
39 |
No
|
Non-Travel
| 1,204 |
Software
| 49 | 1 |
Life Sciences
| 1 | 2,018 | 1 |
Male
| 130 | 3 | 4 |
Laboratory Technician
| 3 |
Divorced
| 43,239 | 1,080,975 | 4 |
Y
|
No
| 0 | 3 | 3 | 80 | 2 | 26 | 1 | 2 | 9 | 5 | 9 | 9 |
21 |
No
|
Travel_Frequently
| 1,446 |
Human Resources
| 4 | 3 |
Other
| 1 | 2,019 | 1 |
Male
| 102 | 1 | 4 |
Human Resources
| 3 |
Divorced
| 42,145 | 800,755 | 8 |
Y
|
No
| 27 | 2 | 4 | 80 | 1 | 22 | 2 | 3 | 18 | 3 | 18 | 17 |
20 |
No
|
Travel_Frequently
| 1,454 |
Research & Development
| 9 | 4 |
Technical Degree
| 1 | 2,020 | 4 |
Male
| 103 | 3 | 1 |
Sales Executive
| 1 |
Divorced
| 19,106 | 248,378 | 5 |
Y
|
Yes
| 10 | 3 | 4 | 80 | 3 | 2 | 5 | 1 | 1 | 1 | 1 | 1 |
37 |
Yes
|
Travel_Rarely
| 852 |
Hardware
| 17 | 3 |
Marketing
| 1 | 2,021 | 2 |
Female
| 117 | 3 | 3 |
Manufacturing Director
| 1 |
Divorced
| 36,458 | 874,992 | 7 |
Y
|
No
| 42 | 2 | 3 | 80 | 4 | 36 | 1 | 1 | 24 | 3 | 24 | 12 |
19 |
Yes
|
Non-Travel
| 450 |
Support
| 42 | 1 |
Other
| 1 | 2,022 | 3 |
Male
| 81 | 2 | 5 |
Human Resources
| 2 |
Married
| 21,965 | 307,510 | 2 |
Y
|
Yes
| 34 | 2 | 4 | 80 | 2 | 3 | 3 | 2 | 1 | 1 | 1 | 1 |
30 |
No
|
Non-Travel
| 657 |
Hardware
| 27 | 5 |
Other
| 1 | 2,023 | 4 |
Male
| 112 | 2 | 1 |
Manufacturing Director
| 2 |
Married
| 40,555 | 405,550 | 7 |
Y
|
Yes
| 32 | 3 | 3 | 80 | 4 | 16 | 4 | 1 | 13 | 9 | 4 | 1 |
26 |
No
|
Non-Travel
| 1,171 |
Software
| 2 | 4 |
Medical
| 1 | 2,024 | 3 |
Male
| 38 | 4 | 2 |
Research Scientist
| 4 |
Married
| 37,959 | 948,975 | 3 |
Y
|
No
| 36 | 2 | 1 | 80 | 1 | 36 | 3 | 3 | 3 | 1 | 2 | 1 |
36 |
No
|
Travel_Rarely
| 1,245 |
Hardware
| 28 | 5 |
Life Sciences
| 1 | 2,025 | 3 |
Male
| 146 | 2 | 3 |
Laboratory Technician
| 2 |
Married
| 38,368 | 537,152 | 1 |
Y
|
No
| 49 | 1 | 3 | 80 | 3 | 34 | 5 | 4 | 6 | 2 | 2 | 5 |
50 |
Yes
|
Travel_Rarely
| 518 |
Hardware
| 20 | 5 |
Other
| 1 | 2,026 | 1 |
Male
| 57 | 1 | 5 |
Human Resources
| 2 |
Divorced
| 20,312 | 182,808 | 2 |
Y
|
No
| 26 | 3 | 4 | 80 | 2 | 17 | 3 | 2 | 4 | 2 | 2 | 4 |
28 |
No
|
Travel_Frequently
| 1,273 |
Human Resources
| 12 | 5 |
Life Sciences
| 1 | 2,027 | 2 |
Male
| 43 | 4 | 2 |
Sales Executive
| 2 |
Single
| 12,170 | 243,400 | 5 |
Y
|
No
| 26 | 3 | 3 | 80 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 |
18 |
Yes
|
Travel_Frequently
| 959 |
Support
| 47 | 4 |
Other
| 1 | 2,028 | 2 |
Male
| 104 | 1 | 5 |
Sales Representative
| 3 |
Married
| 32,565 | 227,955 | 8 |
Y
|
Yes
| 12 | 4 | 4 | 80 | 3 | 4 | 3 | 3 | 1 | 1 | 1 | 1 |
50 |
No
|
Non-Travel
| 1,171 |
Research & Development
| 47 | 4 |
Life Sciences
| 1 | 2,029 | 1 |
Male
| 31 | 4 | 2 |
Sales Executive
| 4 |
Divorced
| 20,877 | 187,893 | 0 |
Y
|
No
| 14 | 1 | 1 | 80 | 4 | 32 | 1 | 1 | 31 | 12 | 5 | 15 |
50 |
No
|
Travel_Rarely
| 977 |
Software
| 37 | 5 |
Life Sciences
| 1 | 2,030 | 2 |
Male
| 112 | 1 | 5 |
Healthcare Representative
| 1 |
Divorced
| 19,355 | 541,940 | 3 |
Y
|
Yes
| 32 | 2 | 4 | 80 | 4 | 40 | 6 | 3 | 10 | 10 | 3 | 2 |
19 |
No
|
Travel_Frequently
| 1,339 |
Sales
| 48 | 3 |
Other
| 1 | 2,031 | 4 |
Male
| 71 | 4 | 2 |
Healthcare Representative
| 3 |
Divorced
| 44,156 | 794,808 | 8 |
Y
|
Yes
| 8 | 1 | 4 | 80 | 4 | 40 | 4 | 4 | 20 | 2 | 17 | 4 |
37 |
Yes
|
Non-Travel
| 1,079 |
Human Resources
| 24 | 1 |
Technical Degree
| 1 | 2,032 | 1 |
Female
| 141 | 2 | 3 |
Sales Executive
| 4 |
Married
| 46,916 | 1,172,900 | 3 |
Y
|
Yes
| 38 | 3 | 4 | 80 | 2 | 28 | 1 | 4 | 11 | 7 | 5 | 1 |
25 |
Yes
|
Travel_Frequently
| 1,453 |
Research & Development
| 5 | 4 |
Marketing
| 1 | 2,033 | 1 |
Male
| 145 | 4 | 4 |
Research Director
| 2 |
Married
| 28,307 | 283,070 | 2 |
Y
|
No
| 13 | 3 | 3 | 80 | 1 | 1 | 6 | 3 | 1 | 1 | 1 | 1 |
57 |
Yes
|
Travel_Frequently
| 783 |
Hardware
| 3 | 1 |
Life Sciences
| 1 | 2,034 | 1 |
Female
| 71 | 4 | 1 |
Laboratory Technician
| 4 |
Married
| 17,994 | 467,844 | 6 |
Y
|
No
| 0 | 2 | 1 | 80 | 2 | 28 | 2 | 3 | 16 | 4 | 15 | 15 |
23 |
No
|
Travel_Frequently
| 683 |
Sales
| 50 | 1 |
Technical Degree
| 1 | 2,035 | 3 |
Male
| 102 | 4 | 1 |
Manufacturing Director
| 4 |
Divorced
| 32,324 | 549,508 | 8 |
Y
|
No
| 26 | 4 | 3 | 80 | 2 | 1 | 6 | 3 | 1 | 1 | 1 | 1 |
36 |
Yes
|
Travel_Frequently
| 207 |
Sales
| 49 | 1 |
Other
| 1 | 2,036 | 2 |
Female
| 41 | 2 | 2 |
Developer
| 3 |
Single
| 28,371 | 652,533 | 7 |
Y
|
Yes
| 37 | 3 | 2 | 80 | 4 | 31 | 4 | 2 | 21 | 21 | 12 | 21 |
44 |
No
|
Non-Travel
| 345 |
Software
| 11 | 4 |
Human Resources
| 1 | 2,037 | 2 |
Male
| 94 | 3 | 4 |
Research Director
| 1 |
Single
| 35,106 | 807,438 | 1 |
Y
|
No
| 15 | 4 | 4 | 80 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 1 |
22 |
No
|
Travel_Frequently
| 623 |
Research & Development
| 32 | 3 |
Technical Degree
| 1 | 2,038 | 2 |
Male
| 151 | 3 | 1 |
Manufacturing Director
| 2 |
Married
| 44,667 | 1,116,675 | 8 |
Y
|
No
| 20 | 2 | 1 | 80 | 4 | 34 | 1 | 4 | 24 | 13 | 5 | 20 |
28 |
No
|
Travel_Frequently
| 1,063 |
Hardware
| 50 | 2 |
Life Sciences
| 1 | 2,039 | 1 |
Female
| 71 | 4 | 5 |
Laboratory Technician
| 2 |
Divorced
| 27,220 | 626,060 | 5 |
Y
|
Yes
| 11 | 4 | 4 | 80 | 2 | 12 | 5 | 4 | 11 | 3 | 11 | 8 |
28 |
Yes
|
Travel_Frequently
| 1,453 |
Software
| 15 | 1 |
Life Sciences
| 1 | 2,040 | 2 |
Male
| 50 | 4 | 1 |
Laboratory Technician
| 3 |
Single
| 45,629 | 1,231,983 | 7 |
Y
|
Yes
| 13 | 2 | 2 | 80 | 1 | 16 | 6 | 3 | 8 | 4 | 1 | 1 |
58 |
Yes
|
Travel_Rarely
| 873 |
Hardware
| 5 | 5 |
Other
| 1 | 2,041 | 3 |
Male
| 158 | 1 | 1 |
Sales Representative
| 3 |
Married
| 23,191 | 301,483 | 1 |
Y
|
Yes
| 43 | 4 | 1 | 80 | 3 | 27 | 5 | 2 | 20 | 7 | 8 | 5 |
51 |
Yes
|
Travel_Rarely
| 1,404 |
Hardware
| 9 | 5 |
Medical
| 1 | 2,042 | 4 |
Female
| 81 | 2 | 2 |
Human Resources
| 4 |
Married
| 31,574 | 315,740 | 1 |
Y
|
Yes
| 39 | 1 | 4 | 80 | 1 | 6 | 6 | 3 | 5 | 1 | 4 | 4 |
42 |
Yes
|
Travel_Rarely
| 1,071 |
Research & Development
| 16 | 3 |
Other
| 1 | 2,043 | 4 |
Male
| 128 | 3 | 5 |
Laboratory Technician
| 1 |
Single
| 42,720 | 598,080 | 2 |
Y
|
No
| 25 | 3 | 3 | 80 | 4 | 5 | 2 | 1 | 4 | 4 | 3 | 3 |
26 |
Yes
|
Travel_Frequently
| 515 |
Hardware
| 36 | 5 |
Technical Degree
| 1 | 2,044 | 3 |
Female
| 80 | 1 | 5 |
Research Director
| 1 |
Married
| 19,194 | 479,850 | 4 |
Y
|
No
| 12 | 4 | 1 | 80 | 2 | 29 | 4 | 3 | 3 | 1 | 1 | 3 |
45 |
Yes
|
Travel_Frequently
| 300 |
Research & Development
| 28 | 5 |
Medical
| 1 | 2,045 | 3 |
Male
| 39 | 2 | 4 |
Sales Executive
| 3 |
Single
| 21,796 | 108,980 | 5 |
Y
|
Yes
| 2 | 1 | 3 | 80 | 3 | 13 | 3 | 2 | 1 | 1 | 1 | 1 |
42 |
Yes
|
Travel_Rarely
| 291 |
Support
| 18 | 3 |
Technical Degree
| 1 | 2,046 | 4 |
Female
| 147 | 4 | 5 |
Developer
| 3 |
Married
| 1,392 | 18,096 | 6 |
Y
|
Yes
| 31 | 3 | 3 | 80 | 4 | 32 | 2 | 2 | 2 | 2 | 2 | 1 |
25 |
Yes
|
Non-Travel
| 1,190 |
Research & Development
| 21 | 5 |
Life Sciences
| 1 | 2,047 | 2 |
Male
| 174 | 4 | 3 |
Manager
| 1 |
Married
| 27,124 | 27,124 | 4 |
Y
|
Yes
| 19 | 3 | 1 | 80 | 4 | 40 | 2 | 1 | 11 | 8 | 2 | 10 |
33 |
Yes
|
Non-Travel
| 815 |
Hardware
| 3 | 5 |
Medical
| 1 | 2,048 | 2 |
Male
| 90 | 1 | 1 |
Human Resources
| 4 |
Divorced
| 14,347 | 301,287 | 1 |
Y
|
Yes
| 11 | 3 | 1 | 80 | 3 | 12 | 5 | 2 | 5 | 1 | 3 | 2 |
52 |
Yes
|
Travel_Frequently
| 962 |
Sales
| 47 | 4 |
Life Sciences
| 1 | 2,049 | 2 |
Female
| 40 | 3 | 3 |
Research Director
| 2 |
Single
| 9,812 | 9,812 | 4 |
Y
|
Yes
| 20 | 3 | 2 | 80 | 2 | 24 | 2 | 3 | 5 | 5 | 5 | 1 |
33 |
Yes
|
Travel_Frequently
| 1,108 |
Hardware
| 29 | 5 |
Medical
| 1 | 2,050 | 2 |
Female
| 56 | 1 | 5 |
Laboratory Technician
| 1 |
Divorced
| 16,495 | 395,880 | 3 |
Y
|
No
| 35 | 1 | 1 | 80 | 3 | 7 | 4 | 3 | 4 | 1 | 4 | 2 |
45 |
No
|
Travel_Rarely
| 791 |
Software
| 32 | 4 |
Life Sciences
| 1 | 2,051 | 2 |
Female
| 122 | 2 | 5 |
Research Scientist
| 1 |
Married
| 46,750 | 888,250 | 0 |
Y
|
Yes
| 0 | 2 | 3 | 80 | 3 | 24 | 6 | 4 | 16 | 2 | 9 | 7 |
52 |
No
|
Travel_Frequently
| 943 |
Software
| 7 | 5 |
Marketing
| 1 | 2,052 | 2 |
Female
| 169 | 4 | 3 |
Research Scientist
| 3 |
Divorced
| 46,611 | 605,943 | 6 |
Y
|
Yes
| 4 | 4 | 1 | 80 | 3 | 29 | 4 | 1 | 4 | 4 | 2 | 2 |
43 |
No
|
Travel_Frequently
| 443 |
Software
| 6 | 3 |
Medical
| 1 | 2,053 | 4 |
Male
| 73 | 4 | 5 |
Research Director
| 2 |
Single
| 30,631 | 918,930 | 4 |
Y
|
Yes
| 48 | 1 | 1 | 80 | 1 | 1 | 3 | 3 | 1 | 1 | 1 | 1 |
40 |
No
|
Travel_Rarely
| 1,261 |
Support
| 4 | 2 |
Marketing
| 1 | 2,054 | 1 |
Female
| 64 | 3 | 2 |
Manager
| 2 |
Single
| 40,676 | 162,704 | 8 |
Y
|
No
| 7 | 2 | 3 | 80 | 2 | 16 | 6 | 1 | 3 | 3 | 1 | 2 |
22 |
Yes
|
Travel_Frequently
| 1,091 |
Sales
| 8 | 5 |
Other
| 1 | 2,055 | 4 |
Male
| 39 | 1 | 5 |
Healthcare Representative
| 4 |
Divorced
| 32,027 | 640,540 | 3 |
Y
|
No
| 22 | 3 | 1 | 80 | 4 | 14 | 6 | 1 | 12 | 7 | 11 | 6 |
55 |
Yes
|
Travel_Rarely
| 689 |
Sales
| 25 | 3 |
Technical Degree
| 1 | 2,056 | 2 |
Male
| 149 | 3 | 3 |
Developer
| 4 |
Single
| 49,725 | 1,442,025 | 6 |
Y
|
Yes
| 12 | 3 | 4 | 80 | 3 | 20 | 4 | 4 | 7 | 2 | 3 | 3 |
46 |
Yes
|
Travel_Frequently
| 307 |
Research & Development
| 26 | 1 |
Medical
| 1 | 2,057 | 4 |
Female
| 73 | 2 | 2 |
Sales Representative
| 1 |
Married
| 19,492 | 428,824 | 8 |
Y
|
No
| 29 | 2 | 4 | 80 | 3 | 4 | 1 | 3 | 3 | 3 | 3 | 2 |
34 |
No
|
Non-Travel
| 1,446 |
Software
| 10 | 2 |
Human Resources
| 1 | 2,058 | 3 |
Female
| 103 | 3 | 4 |
Developer
| 4 |
Divorced
| 13,359 | 173,667 | 7 |
Y
|
Yes
| 27 | 2 | 1 | 80 | 3 | 16 | 6 | 3 | 9 | 1 | 1 | 2 |
28 |
No
|
Travel_Frequently
| 1,454 |
Software
| 15 | 5 |
Medical
| 1 | 2,059 | 2 |
Male
| 150 | 3 | 4 |
Research Scientist
| 3 |
Single
| 36,090 | 72,180 | 7 |
Y
|
No
| 26 | 2 | 3 | 80 | 2 | 1 | 4 | 4 | 1 | 1 | 1 | 1 |
53 |
No
|
Travel_Frequently
| 399 |
Hardware
| 11 | 3 |
Marketing
| 1 | 2,060 | 3 |
Female
| 117 | 2 | 3 |
Manager
| 1 |
Married
| 6,106 | 48,848 | 3 |
Y
|
Yes
| 48 | 2 | 3 | 80 | 1 | 4 | 1 | 3 | 1 | 1 | 1 | 1 |
57 |
No
|
Non-Travel
| 1,169 |
Support
| 23 | 2 |
Technical Degree
| 1 | 2,061 | 4 |
Female
| 107 | 2 | 5 |
Manager
| 3 |
Divorced
| 43,324 | 1,169,748 | 4 |
Y
|
No
| 22 | 3 | 3 | 80 | 1 | 25 | 4 | 1 | 18 | 9 | 14 | 17 |
57 |
Yes
|
Travel_Rarely
| 277 |
Human Resources
| 45 | 2 |
Other
| 1 | 2,062 | 3 |
Female
| 135 | 2 | 3 |
Human Resources
| 4 |
Married
| 36,324 | 36,324 | 6 |
Y
|
No
| 26 | 2 | 4 | 80 | 4 | 6 | 2 | 1 | 5 | 5 | 4 | 5 |
55 |
No
|
Non-Travel
| 245 |
Support
| 44 | 4 |
Life Sciences
| 1 | 2,063 | 1 |
Female
| 35 | 1 | 3 |
Manufacturing Director
| 3 |
Divorced
| 5,871 | 46,968 | 7 |
Y
|
Yes
| 0 | 2 | 3 | 80 | 1 | 26 | 4 | 4 | 3 | 2 | 3 | 2 |
48 |
No
|
Non-Travel
| 695 |
Hardware
| 9 | 4 |
Technical Degree
| 1 | 2,064 | 2 |
Female
| 110 | 4 | 3 |
Human Resources
| 3 |
Married
| 39,825 | 1,035,450 | 3 |
Y
|
Yes
| 49 | 2 | 1 | 80 | 4 | 16 | 5 | 2 | 11 | 7 | 8 | 4 |
51 |
No
|
Non-Travel
| 931 |
Human Resources
| 43 | 2 |
Medical
| 1 | 2,065 | 2 |
Male
| 200 | 2 | 5 |
Sales Executive
| 3 |
Divorced
| 3,087 | 6,174 | 4 |
Y
|
Yes
| 42 | 4 | 2 | 80 | 3 | 10 | 3 | 3 | 4 | 2 | 1 | 2 |
51 |
Yes
|
Travel_Frequently
| 488 |
Sales
| 32 | 2 |
Medical
| 1 | 2,066 | 2 |
Male
| 47 | 1 | 1 |
Manufacturing Director
| 2 |
Single
| 22,922 | 412,596 | 4 |
Y
|
No
| 25 | 4 | 1 | 80 | 3 | 5 | 5 | 1 | 4 | 2 | 2 | 3 |
39 |
Yes
|
Travel_Frequently
| 232 |
Hardware
| 6 | 2 |
Human Resources
| 1 | 2,067 | 3 |
Male
| 90 | 4 | 4 |
Sales Executive
| 4 |
Single
| 15,696 | 470,880 | 4 |
Y
|
Yes
| 3 | 3 | 1 | 80 | 4 | 30 | 5 | 4 | 27 | 1 | 2 | 24 |
35 |
Yes
|
Non-Travel
| 1,139 |
Software
| 23 | 5 |
Human Resources
| 1 | 2,068 | 2 |
Male
| 198 | 2 | 3 |
Manufacturing Director
| 4 |
Married
| 22,069 | 286,897 | 8 |
Y
|
Yes
| 19 | 2 | 2 | 80 | 3 | 10 | 4 | 4 | 10 | 8 | 4 | 1 |
25 |
Yes
|
Travel_Rarely
| 353 |
Hardware
| 47 | 3 |
Medical
| 1 | 2,069 | 4 |
Female
| 182 | 2 | 3 |
Sales Representative
| 4 |
Single
| 48,620 | 1,409,980 | 5 |
Y
|
Yes
| 13 | 2 | 1 | 80 | 4 | 10 | 5 | 2 | 5 | 2 | 4 | 1 |
41 |
No
|
Travel_Rarely
| 1,462 |
Sales
| 16 | 4 |
Other
| 1 | 2,070 | 3 |
Female
| 93 | 2 | 3 |
Healthcare Representative
| 4 |
Married
| 9,796 | 97,960 | 1 |
Y
|
Yes
| 28 | 4 | 3 | 80 | 4 | 1 | 5 | 3 | 1 | 1 | 1 | 1 |
30 |
No
|
Travel_Frequently
| 342 |
Research & Development
| 22 | 2 |
Marketing
| 1 | 2,071 | 3 |
Female
| 125 | 2 | 3 |
Sales Representative
| 2 |
Married
| 13,376 | 214,016 | 4 |
Y
|
Yes
| 45 | 1 | 3 | 80 | 4 | 27 | 1 | 1 | 18 | 3 | 7 | 2 |
22 |
No
|
Non-Travel
| 648 |
Support
| 47 | 3 |
Other
| 1 | 2,072 | 3 |
Male
| 100 | 1 | 2 |
Manager
| 2 |
Divorced
| 39,115 | 821,415 | 0 |
Y
|
Yes
| 33 | 2 | 2 | 80 | 3 | 12 | 6 | 4 | 10 | 2 | 4 | 9 |
33 |
No
|
Travel_Frequently
| 590 |
Hardware
| 26 | 2 |
Life Sciences
| 1 | 2,073 | 1 |
Female
| 111 | 1 | 3 |
Manufacturing Director
| 3 |
Single
| 5,982 | 131,604 | 4 |
Y
|
No
| 33 | 3 | 2 | 80 | 4 | 23 | 2 | 1 | 9 | 1 | 4 | 9 |
24 |
No
|
Non-Travel
| 529 |
Software
| 33 | 2 |
Medical
| 1 | 2,074 | 2 |
Female
| 192 | 1 | 4 |
Manager
| 3 |
Divorced
| 31,097 | 621,940 | 0 |
Y
|
Yes
| 39 | 3 | 2 | 80 | 2 | 34 | 5 | 4 | 25 | 19 | 16 | 6 |
29 |
Yes
|
Non-Travel
| 358 |
Sales
| 44 | 4 |
Medical
| 1 | 2,075 | 2 |
Male
| 57 | 4 | 1 |
Sales Executive
| 1 |
Married
| 28,804 | 230,432 | 8 |
Y
|
No
| 35 | 1 | 4 | 80 | 1 | 14 | 1 | 3 | 5 | 1 | 2 | 4 |
51 |
Yes
|
Travel_Frequently
| 1,064 |
Sales
| 18 | 5 |
Marketing
| 1 | 2,076 | 2 |
Female
| 34 | 4 | 4 |
Research Director
| 2 |
Single
| 22,795 | 501,490 | 5 |
Y
|
Yes
| 8 | 2 | 3 | 80 | 2 | 7 | 3 | 1 | 4 | 3 | 3 | 4 |
40 |
No
|
Travel_Frequently
| 1,059 |
Support
| 11 | 4 |
Marketing
| 1 | 2,077 | 2 |
Male
| 41 | 2 | 3 |
Sales Representative
| 4 |
Divorced
| 17,296 | 259,440 | 4 |
Y
|
Yes
| 3 | 2 | 1 | 80 | 3 | 7 | 6 | 4 | 6 | 1 | 5 | 1 |
47 |
Yes
|
Travel_Rarely
| 206 |
Hardware
| 35 | 3 |
Human Resources
| 1 | 2,078 | 1 |
Female
| 112 | 4 | 3 |
Manufacturing Director
| 2 |
Divorced
| 5,207 | 145,796 | 0 |
Y
|
Yes
| 35 | 4 | 2 | 80 | 3 | 40 | 1 | 3 | 4 | 3 | 4 | 3 |
48 |
Yes
|
Non-Travel
| 380 |
Support
| 21 | 4 |
Human Resources
| 1 | 2,079 | 3 |
Female
| 127 | 1 | 2 |
Healthcare Representative
| 3 |
Married
| 45,046 | 630,644 | 5 |
Y
|
Yes
| 39 | 2 | 4 | 80 | 2 | 7 | 5 | 4 | 4 | 2 | 2 | 2 |
24 |
No
|
Non-Travel
| 1,262 |
Sales
| 18 | 5 |
Life Sciences
| 1 | 2,080 | 4 |
Male
| 72 | 4 | 5 |
Manufacturing Director
| 2 |
Single
| 43,468 | 260,808 | 7 |
Y
|
Yes
| 31 | 3 | 1 | 80 | 3 | 31 | 5 | 4 | 9 | 2 | 1 | 2 |
60 |
Yes
|
Travel_Rarely
| 477 |
Software
| 9 | 3 |
Medical
| 1 | 2,081 | 3 |
Male
| 182 | 3 | 4 |
Manager
| 2 |
Divorced
| 43,094 | 474,034 | 4 |
Y
|
Yes
| 12 | 2 | 3 | 80 | 4 | 19 | 6 | 4 | 8 | 5 | 8 | 6 |
32 |
Yes
|
Non-Travel
| 384 |
Support
| 32 | 4 |
Medical
| 1 | 2,082 | 3 |
Male
| 48 | 4 | 1 |
Research Director
| 3 |
Married
| 33,954 | 407,448 | 6 |
Y
|
No
| 0 | 4 | 3 | 80 | 1 | 34 | 6 | 3 | 26 | 7 | 7 | 21 |
50 |
No
|
Travel_Rarely
| 621 |
Research & Development
| 40 | 2 |
Human Resources
| 1 | 2,083 | 3 |
Male
| 147 | 4 | 5 |
Manager
| 4 |
Married
| 31,934 | 63,868 | 1 |
Y
|
No
| 0 | 4 | 2 | 80 | 3 | 7 | 1 | 1 | 7 | 4 | 4 | 2 |
49 |
No
|
Non-Travel
| 1,424 |
Human Resources
| 49 | 5 |
Technical Degree
| 1 | 2,084 | 2 |
Female
| 53 | 2 | 4 |
Sales Representative
| 1 |
Single
| 15,486 | 92,916 | 5 |
Y
|
No
| 0 | 2 | 4 | 80 | 3 | 37 | 1 | 2 | 4 | 2 | 3 | 1 |
32 |
No
|
Travel_Frequently
| 1,032 |
Sales
| 41 | 1 |
Life Sciences
| 1 | 2,085 | 4 |
Female
| 74 | 2 | 2 |
Human Resources
| 3 |
Married
| 27,159 | 271,590 | 2 |
Y
|
No
| 45 | 3 | 3 | 80 | 4 | 12 | 4 | 4 | 11 | 8 | 11 | 6 |
44 |
Yes
|
Non-Travel
| 674 |
Sales
| 42 | 2 |
Life Sciences
| 1 | 2,086 | 2 |
Female
| 39 | 2 | 3 |
Healthcare Representative
| 3 |
Divorced
| 14,331 | 329,613 | 7 |
Y
|
No
| 30 | 3 | 1 | 80 | 1 | 17 | 4 | 1 | 7 | 1 | 1 | 5 |
38 |
Yes
|
Non-Travel
| 167 |
Support
| 27 | 4 |
Marketing
| 1 | 2,087 | 4 |
Male
| 139 | 1 | 5 |
Developer
| 4 |
Married
| 42,164 | 126,492 | 6 |
Y
|
Yes
| 24 | 1 | 2 | 80 | 2 | 19 | 1 | 1 | 9 | 3 | 6 | 9 |
27 |
No
|
Travel_Rarely
| 646 |
Software
| 14 | 3 |
Other
| 1 | 2,088 | 3 |
Female
| 52 | 1 | 2 |
Healthcare Representative
| 1 |
Single
| 15,165 | 45,495 | 0 |
Y
|
No
| 36 | 4 | 4 | 80 | 1 | 9 | 4 | 1 | 7 | 5 | 6 | 2 |
23 |
Yes
|
Travel_Frequently
| 317 |
Research & Development
| 3 | 4 |
Technical Degree
| 1 | 2,089 | 3 |
Female
| 195 | 2 | 5 |
Developer
| 4 |
Divorced
| 23,871 | 620,646 | 2 |
Y
|
Yes
| 43 | 3 | 3 | 80 | 2 | 32 | 3 | 4 | 16 | 9 | 6 | 14 |
55 |
No
|
Non-Travel
| 291 |
Software
| 6 | 3 |
Other
| 1 | 2,090 | 2 |
Male
| 118 | 3 | 1 |
Human Resources
| 2 |
Married
| 12,717 | 152,604 | 8 |
Y
|
Yes
| 38 | 4 | 1 | 80 | 3 | 19 | 3 | 3 | 13 | 10 | 3 | 3 |
55 |
Yes
|
Non-Travel
| 272 |
Sales
| 4 | 5 |
Life Sciences
| 1 | 2,091 | 2 |
Male
| 181 | 1 | 3 |
Research Scientist
| 4 |
Married
| 19,886 | 79,544 | 2 |
Y
|
Yes
| 25 | 3 | 1 | 80 | 3 | 36 | 3 | 2 | 11 | 8 | 7 | 9 |
23 |
Yes
|
Travel_Rarely
| 513 |
Sales
| 16 | 1 |
Technical Degree
| 1 | 2,092 | 2 |
Female
| 33 | 3 | 3 |
Healthcare Representative
| 3 |
Divorced
| 11,252 | 225,040 | 8 |
Y
|
No
| 44 | 4 | 3 | 80 | 4 | 7 | 6 | 4 | 5 | 3 | 3 | 1 |
43 |
No
|
Non-Travel
| 403 |
Research & Development
| 29 | 2 |
Life Sciences
| 1 | 2,093 | 2 |
Male
| 200 | 4 | 4 |
Manufacturing Director
| 4 |
Married
| 38,048 | 418,528 | 4 |
Y
|
Yes
| 35 | 2 | 3 | 80 | 4 | 29 | 2 | 3 | 22 | 12 | 7 | 7 |
19 |
No
|
Travel_Rarely
| 1,101 |
Sales
| 18 | 2 |
Technical Degree
| 1 | 2,094 | 4 |
Female
| 158 | 1 | 3 |
Sales Executive
| 3 |
Divorced
| 1,596 | 22,344 | 3 |
Y
|
Yes
| 33 | 1 | 2 | 80 | 4 | 25 | 5 | 1 | 22 | 18 | 16 | 19 |
37 |
No
|
Non-Travel
| 1,021 |
Software
| 16 | 4 |
Life Sciences
| 1 | 2,095 | 2 |
Female
| 111 | 2 | 1 |
Manufacturing Director
| 3 |
Divorced
| 21,797 | 632,113 | 7 |
Y
|
Yes
| 33 | 3 | 4 | 80 | 4 | 38 | 5 | 4 | 30 | 6 | 24 | 23 |
42 |
Yes
|
Travel_Frequently
| 607 |
Research & Development
| 15 | 2 |
Human Resources
| 1 | 2,096 | 3 |
Female
| 61 | 4 | 5 |
Research Scientist
| 1 |
Divorced
| 7,893 | 157,860 | 3 |
Y
|
No
| 48 | 2 | 3 | 80 | 4 | 18 | 4 | 2 | 17 | 8 | 5 | 4 |
46 |
No
|
Travel_Frequently
| 470 |
Hardware
| 25 | 3 |
Marketing
| 1 | 2,097 | 2 |
Female
| 102 | 3 | 4 |
Research Scientist
| 3 |
Single
| 27,293 | 54,586 | 1 |
Y
|
Yes
| 24 | 1 | 1 | 80 | 1 | 7 | 1 | 3 | 5 | 5 | 3 | 5 |
39 |
No
|
Travel_Frequently
| 1,208 |
Human Resources
| 12 | 3 |
Medical
| 1 | 2,098 | 4 |
Female
| 107 | 2 | 2 |
Human Resources
| 4 |
Married
| 8,770 | 184,170 | 3 |
Y
|
Yes
| 5 | 2 | 2 | 80 | 1 | 36 | 2 | 3 | 16 | 4 | 3 | 10 |
52 |
No
|
Travel_Frequently
| 1,121 |
Human Resources
| 17 | 2 |
Marketing
| 1 | 2,099 | 2 |
Female
| 134 | 1 | 5 |
Research Director
| 1 |
Divorced
| 50,739 | 811,824 | 7 |
Y
|
Yes
| 16 | 2 | 4 | 80 | 3 | 36 | 2 | 3 | 17 | 16 | 4 | 12 |
37 |
Yes
|
Travel_Frequently
| 1,376 |
Support
| 49 | 5 |
Marketing
| 1 | 2,100 | 1 |
Male
| 43 | 1 | 5 |
Developer
| 1 |
Divorced
| 50,105 | 450,945 | 7 |
Y
|
Yes
| 31 | 2 | 2 | 80 | 2 | 24 | 2 | 4 | 7 | 1 | 2 | 5 |
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