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
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
56 |
No
|
Non-Travel
| 317 |
Human Resources
| 29 | 2 |
Human Resources
| 1 | 2,901 | 3 |
Female
| 50 | 4 | 1 |
Human Resources
| 3 |
Married
| 10,524 | 231,528 | 7 |
Y
|
No
| 48 | 2 | 2 | 80 | 3 | 29 | 2 | 3 | 27 | 13 | 21 | 22 |
41 |
No
|
Travel_Frequently
| 626 |
Sales
| 33 | 3 |
Technical Degree
| 1 | 2,902 | 3 |
Female
| 132 | 4 | 4 |
Sales Executive
| 3 |
Married
| 43,889 | 1,272,781 | 2 |
Y
|
No
| 32 | 3 | 3 | 80 | 2 | 39 | 3 | 4 | 8 | 5 | 2 | 7 |
28 |
Yes
|
Non-Travel
| 776 |
Sales
| 34 | 3 |
Marketing
| 1 | 2,903 | 4 |
Male
| 170 | 4 | 1 |
Human Resources
| 2 |
Single
| 19,533 | 253,929 | 8 |
Y
|
Yes
| 46 | 3 | 4 | 80 | 4 | 6 | 2 | 2 | 1 | 1 | 1 | 1 |
34 |
Yes
|
Travel_Rarely
| 1,376 |
Hardware
| 7 | 1 |
Technical Degree
| 1 | 2,904 | 1 |
Female
| 193 | 2 | 3 |
Laboratory Technician
| 4 |
Divorced
| 21,153 | 549,978 | 3 |
Y
|
No
| 27 | 3 | 2 | 80 | 1 | 31 | 3 | 3 | 10 | 4 | 9 | 10 |
49 |
Yes
|
Travel_Frequently
| 1,253 |
Hardware
| 14 | 4 |
Other
| 1 | 2,905 | 2 |
Male
| 128 | 3 | 1 |
Developer
| 2 |
Divorced
| 16,925 | 440,050 | 5 |
Y
|
No
| 3 | 4 | 1 | 80 | 2 | 16 | 6 | 3 | 1 | 1 | 1 | 1 |
39 |
Yes
|
Travel_Rarely
| 1,164 |
Human Resources
| 29 | 4 |
Life Sciences
| 1 | 2,906 | 2 |
Male
| 174 | 4 | 3 |
Research Director
| 2 |
Married
| 1,839 | 36,780 | 3 |
Y
|
Yes
| 25 | 1 | 3 | 80 | 1 | 13 | 3 | 2 | 6 | 4 | 4 | 1 |
48 |
Yes
|
Non-Travel
| 824 |
Support
| 46 | 1 |
Medical
| 1 | 2,907 | 2 |
Male
| 47 | 2 | 5 |
Manufacturing Director
| 3 |
Single
| 10,635 | 148,890 | 0 |
Y
|
No
| 28 | 4 | 4 | 80 | 1 | 13 | 4 | 3 | 4 | 1 | 1 | 1 |
23 |
No
|
Travel_Rarely
| 828 |
Sales
| 25 | 3 |
Technical Degree
| 1 | 2,908 | 2 |
Female
| 56 | 4 | 4 |
Developer
| 2 |
Single
| 33,644 | 201,864 | 7 |
Y
|
Yes
| 49 | 1 | 3 | 80 | 2 | 33 | 4 | 4 | 24 | 4 | 15 | 9 |
57 |
Yes
|
Non-Travel
| 960 |
Sales
| 35 | 1 |
Human Resources
| 1 | 2,909 | 3 |
Male
| 55 | 4 | 1 |
Research Director
| 1 |
Married
| 28,401 | 823,629 | 7 |
Y
|
No
| 48 | 3 | 3 | 80 | 4 | 29 | 5 | 1 | 16 | 2 | 9 | 8 |
38 |
No
|
Travel_Rarely
| 1,456 |
Software
| 35 | 1 |
Marketing
| 1 | 2,910 | 3 |
Female
| 180 | 4 | 3 |
Research Director
| 1 |
Married
| 39,306 | 786,120 | 3 |
Y
|
Yes
| 15 | 1 | 2 | 80 | 3 | 30 | 3 | 2 | 2 | 2 | 1 | 2 |
59 |
No
|
Travel_Frequently
| 520 |
Hardware
| 50 | 5 |
Other
| 1 | 2,911 | 2 |
Male
| 136 | 4 | 2 |
Research Scientist
| 2 |
Divorced
| 29,065 | 290,650 | 3 |
Y
|
Yes
| 22 | 3 | 1 | 80 | 1 | 31 | 2 | 3 | 10 | 6 | 8 | 7 |
33 |
Yes
|
Non-Travel
| 708 |
Sales
| 29 | 1 |
Life Sciences
| 1 | 2,912 | 3 |
Male
| 33 | 3 | 2 |
Laboratory Technician
| 1 |
Married
| 18,041 | 505,148 | 0 |
Y
|
No
| 45 | 4 | 4 | 80 | 2 | 30 | 6 | 2 | 23 | 17 | 7 | 14 |
24 |
Yes
|
Travel_Frequently
| 626 |
Support
| 44 | 2 |
Medical
| 1 | 2,913 | 3 |
Male
| 139 | 4 | 2 |
Manager
| 1 |
Divorced
| 28,140 | 590,940 | 2 |
Y
|
Yes
| 9 | 3 | 2 | 80 | 3 | 4 | 6 | 2 | 4 | 4 | 3 | 1 |
25 |
Yes
|
Non-Travel
| 103 |
Research & Development
| 46 | 4 |
Technical Degree
| 1 | 2,914 | 3 |
Female
| 198 | 3 | 1 |
Sales Representative
| 4 |
Divorced
| 33,901 | 779,723 | 4 |
Y
|
Yes
| 27 | 1 | 2 | 80 | 2 | 25 | 5 | 2 | 19 | 9 | 17 | 17 |
18 |
Yes
|
Travel_Frequently
| 977 |
Human Resources
| 20 | 1 |
Life Sciences
| 1 | 2,915 | 1 |
Male
| 69 | 2 | 3 |
Manufacturing Director
| 4 |
Divorced
| 36,061 | 576,976 | 5 |
Y
|
No
| 24 | 2 | 2 | 80 | 4 | 35 | 2 | 4 | 32 | 3 | 9 | 26 |
58 |
Yes
|
Travel_Frequently
| 430 |
Software
| 24 | 5 |
Medical
| 1 | 2,916 | 1 |
Female
| 139 | 1 | 2 |
Developer
| 4 |
Married
| 8,227 | 222,129 | 6 |
Y
|
Yes
| 49 | 3 | 2 | 80 | 3 | 12 | 1 | 4 | 5 | 2 | 5 | 2 |
30 |
Yes
|
Travel_Rarely
| 361 |
Hardware
| 44 | 5 |
Technical Degree
| 1 | 2,917 | 4 |
Male
| 147 | 3 | 2 |
Healthcare Representative
| 4 |
Divorced
| 20,082 | 301,230 | 4 |
Y
|
No
| 42 | 1 | 3 | 80 | 4 | 39 | 5 | 1 | 27 | 11 | 2 | 18 |
34 |
Yes
|
Non-Travel
| 677 |
Hardware
| 3 | 4 |
Life Sciences
| 1 | 2,918 | 1 |
Male
| 79 | 4 | 2 |
Manager
| 4 |
Divorced
| 45,897 | 1,055,631 | 0 |
Y
|
No
| 30 | 1 | 4 | 80 | 3 | 32 | 2 | 3 | 27 | 2 | 22 | 8 |
37 |
No
|
Travel_Rarely
| 424 |
Human Resources
| 7 | 1 |
Other
| 1 | 2,919 | 4 |
Female
| 160 | 1 | 5 |
Sales Representative
| 4 |
Divorced
| 13,226 | 145,486 | 3 |
Y
|
Yes
| 32 | 2 | 3 | 80 | 1 | 31 | 2 | 2 | 25 | 15 | 17 | 5 |
49 |
Yes
|
Travel_Rarely
| 775 |
Support
| 7 | 3 |
Life Sciences
| 1 | 2,920 | 4 |
Male
| 65 | 4 | 4 |
Healthcare Representative
| 4 |
Single
| 37,547 | 75,094 | 1 |
Y
|
Yes
| 48 | 3 | 2 | 80 | 3 | 28 | 3 | 1 | 20 | 5 | 1 | 1 |
52 |
No
|
Non-Travel
| 931 |
Hardware
| 50 | 5 |
Life Sciences
| 1 | 2,921 | 3 |
Female
| 59 | 4 | 4 |
Manager
| 1 |
Divorced
| 6,262 | 187,860 | 7 |
Y
|
Yes
| 0 | 4 | 2 | 80 | 3 | 40 | 1 | 2 | 21 | 3 | 9 | 21 |
37 |
No
|
Travel_Frequently
| 402 |
Software
| 8 | 4 |
Technical Degree
| 1 | 2,922 | 3 |
Female
| 134 | 4 | 2 |
Laboratory Technician
| 3 |
Married
| 42,456 | 127,368 | 3 |
Y
|
Yes
| 3 | 4 | 1 | 80 | 3 | 19 | 5 | 2 | 19 | 11 | 19 | 2 |
47 |
Yes
|
Travel_Frequently
| 315 |
Sales
| 46 | 1 |
Marketing
| 1 | 2,923 | 4 |
Male
| 51 | 1 | 4 |
Laboratory Technician
| 2 |
Married
| 21,114 | 253,368 | 4 |
Y
|
No
| 39 | 1 | 3 | 80 | 1 | 6 | 3 | 2 | 5 | 4 | 5 | 2 |
22 |
Yes
|
Non-Travel
| 462 |
Sales
| 7 | 1 |
Marketing
| 1 | 2,924 | 3 |
Female
| 36 | 1 | 5 |
Manufacturing Director
| 3 |
Divorced
| 19,281 | 347,058 | 0 |
Y
|
No
| 6 | 2 | 4 | 80 | 4 | 32 | 2 | 4 | 23 | 14 | 2 | 18 |
44 |
Yes
|
Travel_Frequently
| 227 |
Support
| 4 | 5 |
Life Sciences
| 1 | 2,925 | 1 |
Male
| 183 | 1 | 1 |
Research Scientist
| 3 |
Divorced
| 26,656 | 346,528 | 2 |
Y
|
Yes
| 8 | 4 | 2 | 80 | 4 | 7 | 5 | 4 | 2 | 1 | 1 | 2 |
21 |
No
|
Travel_Rarely
| 202 |
Sales
| 2 | 1 |
Life Sciences
| 1 | 2,926 | 1 |
Female
| 135 | 4 | 1 |
Healthcare Representative
| 2 |
Single
| 34,340 | 583,780 | 8 |
Y
|
No
| 4 | 2 | 1 | 80 | 4 | 23 | 6 | 1 | 11 | 9 | 4 | 1 |
28 |
No
|
Travel_Frequently
| 579 |
Support
| 33 | 5 |
Technical Degree
| 1 | 2,927 | 2 |
Male
| 127 | 1 | 5 |
Research Director
| 3 |
Single
| 20,330 | 121,980 | 6 |
Y
|
Yes
| 42 | 2 | 2 | 80 | 2 | 4 | 5 | 1 | 3 | 3 | 1 | 1 |
54 |
Yes
|
Non-Travel
| 1,458 |
Hardware
| 2 | 1 |
Life Sciences
| 1 | 2,928 | 1 |
Male
| 160 | 2 | 1 |
Developer
| 2 |
Single
| 39,607 | 237,642 | 3 |
Y
|
No
| 41 | 1 | 4 | 80 | 4 | 19 | 6 | 3 | 4 | 2 | 1 | 3 |
25 |
Yes
|
Travel_Rarely
| 1,304 |
Hardware
| 5 | 5 |
Other
| 1 | 2,929 | 4 |
Female
| 118 | 1 | 5 |
Sales Representative
| 1 |
Married
| 11,521 | 241,941 | 1 |
Y
|
Yes
| 5 | 3 | 2 | 80 | 2 | 18 | 2 | 4 | 15 | 4 | 14 | 15 |
27 |
No
|
Non-Travel
| 1,093 |
Hardware
| 4 | 1 |
Other
| 1 | 2,930 | 2 |
Female
| 51 | 4 | 5 |
Laboratory Technician
| 1 |
Divorced
| 25,136 | 251,360 | 6 |
Y
|
No
| 11 | 1 | 1 | 80 | 1 | 5 | 1 | 3 | 2 | 2 | 1 | 2 |
41 |
No
|
Non-Travel
| 823 |
Research & Development
| 11 | 2 |
Human Resources
| 1 | 2,931 | 3 |
Male
| 73 | 3 | 5 |
Manager
| 1 |
Divorced
| 5,123 | 40,984 | 7 |
Y
|
No
| 11 | 4 | 4 | 80 | 3 | 9 | 5 | 3 | 8 | 8 | 6 | 6 |
28 |
No
|
Non-Travel
| 644 |
Support
| 33 | 4 |
Medical
| 1 | 2,932 | 3 |
Male
| 178 | 2 | 4 |
Laboratory Technician
| 3 |
Divorced
| 13,073 | 13,073 | 1 |
Y
|
Yes
| 18 | 3 | 2 | 80 | 2 | 7 | 6 | 3 | 1 | 1 | 1 | 1 |
46 |
Yes
|
Non-Travel
| 1,148 |
Human Resources
| 4 | 3 |
Human Resources
| 1 | 2,933 | 1 |
Female
| 150 | 2 | 1 |
Research Scientist
| 3 |
Divorced
| 46,243 | 462,430 | 7 |
Y
|
No
| 44 | 3 | 4 | 80 | 3 | 24 | 2 | 2 | 11 | 2 | 10 | 1 |
32 |
No
|
Non-Travel
| 915 |
Sales
| 15 | 3 |
Medical
| 1 | 2,934 | 1 |
Male
| 158 | 3 | 1 |
Research Scientist
| 4 |
Married
| 22,970 | 275,640 | 4 |
Y
|
No
| 20 | 1 | 4 | 80 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 1 |
53 |
No
|
Travel_Rarely
| 487 |
Hardware
| 19 | 3 |
Life Sciences
| 1 | 2,935 | 1 |
Male
| 34 | 2 | 1 |
Healthcare Representative
| 2 |
Married
| 49,475 | 494,750 | 1 |
Y
|
Yes
| 28 | 4 | 3 | 80 | 2 | 8 | 2 | 1 | 8 | 5 | 7 | 2 |
35 |
No
|
Travel_Frequently
| 1,434 |
Hardware
| 42 | 1 |
Marketing
| 1 | 2,936 | 3 |
Male
| 95 | 1 | 3 |
Laboratory Technician
| 1 |
Single
| 50,564 | 455,076 | 4 |
Y
|
Yes
| 8 | 4 | 3 | 80 | 2 | 32 | 5 | 2 | 18 | 12 | 14 | 17 |
45 |
No
|
Travel_Frequently
| 813 |
Human Resources
| 9 | 3 |
Human Resources
| 1 | 2,937 | 4 |
Female
| 125 | 2 | 2 |
Human Resources
| 2 |
Married
| 48,678 | 1,460,340 | 1 |
Y
|
Yes
| 9 | 1 | 3 | 80 | 1 | 6 | 5 | 3 | 2 | 1 | 2 | 2 |
60 |
No
|
Travel_Rarely
| 1,232 |
Research & Development
| 30 | 2 |
Technical Degree
| 1 | 2,938 | 2 |
Female
| 158 | 3 | 4 |
Research Director
| 1 |
Single
| 14,729 | 427,141 | 2 |
Y
|
Yes
| 7 | 2 | 3 | 80 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
26 |
Yes
|
Non-Travel
| 745 |
Sales
| 3 | 1 |
Other
| 1 | 2,939 | 3 |
Female
| 112 | 4 | 5 |
Research Director
| 2 |
Single
| 15,702 | 423,954 | 5 |
Y
|
No
| 26 | 3 | 2 | 80 | 2 | 14 | 5 | 4 | 7 | 6 | 5 | 6 |
60 |
No
|
Travel_Rarely
| 538 |
Sales
| 13 | 4 |
Life Sciences
| 1 | 2,940 | 2 |
Male
| 180 | 3 | 5 |
Manufacturing Director
| 1 |
Divorced
| 39,772 | 835,212 | 7 |
Y
|
Yes
| 49 | 2 | 3 | 80 | 1 | 34 | 4 | 4 | 12 | 1 | 9 | 3 |
51 |
Yes
|
Non-Travel
| 496 |
Support
| 1 | 4 |
Medical
| 1 | 2,941 | 2 |
Female
| 81 | 1 | 4 |
Developer
| 2 |
Married
| 8,996 | 251,888 | 4 |
Y
|
No
| 42 | 4 | 1 | 80 | 4 | 30 | 3 | 4 | 7 | 1 | 6 | 5 |
34 |
Yes
|
Travel_Frequently
| 567 |
Software
| 20 | 5 |
Medical
| 1 | 2,942 | 1 |
Female
| 54 | 2 | 1 |
Human Resources
| 3 |
Divorced
| 2,777 | 27,770 | 8 |
Y
|
No
| 1 | 1 | 2 | 80 | 1 | 39 | 6 | 2 | 24 | 19 | 20 | 3 |
27 |
Yes
|
Travel_Rarely
| 1,160 |
Support
| 40 | 5 |
Technical Degree
| 1 | 2,943 | 3 |
Female
| 73 | 2 | 4 |
Research Scientist
| 3 |
Married
| 25,539 | 612,936 | 1 |
Y
|
Yes
| 4 | 2 | 4 | 80 | 1 | 23 | 3 | 3 | 5 | 4 | 2 | 2 |
57 |
Yes
|
Travel_Rarely
| 279 |
Research & Development
| 38 | 1 |
Human Resources
| 1 | 2,944 | 1 |
Male
| 151 | 4 | 4 |
Sales Representative
| 4 |
Married
| 38,166 | 801,486 | 6 |
Y
|
No
| 36 | 1 | 1 | 80 | 1 | 28 | 2 | 3 | 2 | 2 | 1 | 1 |
58 |
Yes
|
Travel_Frequently
| 564 |
Human Resources
| 17 | 1 |
Other
| 1 | 2,945 | 1 |
Male
| 60 | 3 | 1 |
Sales Representative
| 1 |
Single
| 42,025 | 1,176,700 | 2 |
Y
|
No
| 30 | 1 | 2 | 80 | 4 | 28 | 1 | 4 | 17 | 8 | 4 | 13 |
41 |
Yes
|
Non-Travel
| 596 |
Software
| 15 | 2 |
Life Sciences
| 1 | 2,946 | 3 |
Male
| 38 | 3 | 4 |
Healthcare Representative
| 2 |
Married
| 4,179 | 117,012 | 7 |
Y
|
No
| 20 | 1 | 2 | 80 | 4 | 12 | 5 | 1 | 3 | 1 | 2 | 1 |
37 |
Yes
|
Travel_Rarely
| 884 |
Human Resources
| 28 | 3 |
Medical
| 1 | 2,947 | 4 |
Female
| 125 | 1 | 3 |
Sales Executive
| 2 |
Single
| 43,743 | 481,173 | 2 |
Y
|
Yes
| 46 | 1 | 3 | 80 | 1 | 23 | 5 | 4 | 11 | 11 | 1 | 7 |
43 |
No
|
Non-Travel
| 257 |
Hardware
| 31 | 4 |
Human Resources
| 1 | 2,948 | 4 |
Female
| 114 | 4 | 4 |
Manufacturing Director
| 3 |
Divorced
| 28,457 | 284,570 | 4 |
Y
|
Yes
| 4 | 2 | 2 | 80 | 3 | 12 | 6 | 4 | 9 | 9 | 8 | 2 |
39 |
Yes
|
Travel_Rarely
| 132 |
Research & Development
| 41 | 2 |
Life Sciences
| 1 | 2,949 | 3 |
Male
| 140 | 4 | 4 |
Developer
| 4 |
Single
| 2,096 | 29,344 | 0 |
Y
|
Yes
| 13 | 4 | 4 | 80 | 4 | 29 | 3 | 4 | 25 | 14 | 14 | 7 |
35 |
No
|
Travel_Frequently
| 1,487 |
Human Resources
| 15 | 1 |
Medical
| 1 | 2,950 | 4 |
Male
| 85 | 4 | 5 |
Sales Representative
| 3 |
Married
| 12,411 | 210,987 | 2 |
Y
|
Yes
| 25 | 4 | 3 | 80 | 4 | 31 | 5 | 3 | 7 | 7 | 2 | 3 |
38 |
No
|
Travel_Frequently
| 216 |
Research & Development
| 31 | 3 |
Life Sciences
| 1 | 2,951 | 2 |
Male
| 30 | 4 | 3 |
Research Director
| 4 |
Single
| 24,180 | 386,880 | 4 |
Y
|
Yes
| 0 | 2 | 1 | 80 | 1 | 9 | 1 | 4 | 8 | 3 | 6 | 2 |
26 |
Yes
|
Travel_Rarely
| 566 |
Hardware
| 17 | 5 |
Life Sciences
| 1 | 2,952 | 3 |
Female
| 175 | 3 | 5 |
Sales Representative
| 1 |
Divorced
| 36,569 | 1,023,932 | 1 |
Y
|
No
| 42 | 3 | 2 | 80 | 3 | 40 | 3 | 4 | 10 | 6 | 3 | 9 |
52 |
Yes
|
Travel_Rarely
| 194 |
Software
| 12 | 1 |
Life Sciences
| 1 | 2,953 | 4 |
Male
| 164 | 1 | 1 |
Research Director
| 3 |
Married
| 10,384 | 280,368 | 6 |
Y
|
Yes
| 43 | 1 | 4 | 80 | 4 | 2 | 1 | 2 | 2 | 2 | 1 | 2 |
34 |
Yes
|
Non-Travel
| 386 |
Sales
| 45 | 2 |
Life Sciences
| 1 | 2,954 | 3 |
Female
| 99 | 3 | 4 |
Research Scientist
| 3 |
Married
| 21,587 | 43,174 | 4 |
Y
|
Yes
| 26 | 1 | 3 | 80 | 2 | 15 | 3 | 1 | 10 | 10 | 3 | 8 |
59 |
Yes
|
Travel_Frequently
| 1,103 |
Sales
| 43 | 3 |
Life Sciences
| 1 | 2,955 | 4 |
Female
| 136 | 2 | 5 |
Developer
| 4 |
Single
| 18,422 | 239,486 | 8 |
Y
|
Yes
| 34 | 2 | 3 | 80 | 2 | 9 | 3 | 2 | 9 | 7 | 5 | 4 |
33 |
Yes
|
Non-Travel
| 1,160 |
Sales
| 25 | 4 |
Marketing
| 1 | 2,956 | 4 |
Male
| 92 | 3 | 5 |
Manufacturing Director
| 4 |
Single
| 12,110 | 169,540 | 0 |
Y
|
Yes
| 5 | 2 | 3 | 80 | 3 | 26 | 2 | 3 | 25 | 14 | 4 | 15 |
18 |
Yes
|
Non-Travel
| 1,499 |
Software
| 40 | 5 |
Medical
| 1 | 2,957 | 4 |
Female
| 195 | 4 | 2 |
Human Resources
| 4 |
Single
| 44,757 | 358,056 | 8 |
Y
|
No
| 15 | 3 | 3 | 80 | 2 | 30 | 6 | 4 | 14 | 13 | 11 | 6 |
19 |
No
|
Travel_Rarely
| 1,471 |
Hardware
| 42 | 4 |
Life Sciences
| 1 | 2,958 | 1 |
Male
| 101 | 2 | 4 |
Human Resources
| 1 |
Divorced
| 13,174 | 368,872 | 4 |
Y
|
No
| 9 | 3 | 4 | 80 | 4 | 27 | 3 | 2 | 20 | 9 | 2 | 18 |
25 |
Yes
|
Non-Travel
| 988 |
Research & Development
| 12 | 2 |
Marketing
| 1 | 2,959 | 3 |
Female
| 60 | 4 | 3 |
Manager
| 4 |
Married
| 46,840 | 1,405,200 | 1 |
Y
|
Yes
| 33 | 4 | 3 | 80 | 2 | 5 | 3 | 3 | 4 | 3 | 3 | 1 |
58 |
Yes
|
Travel_Rarely
| 164 |
Software
| 46 | 2 |
Marketing
| 1 | 2,960 | 1 |
Male
| 175 | 4 | 2 |
Healthcare Representative
| 4 |
Divorced
| 21,335 | 597,380 | 3 |
Y
|
No
| 47 | 1 | 1 | 80 | 3 | 37 | 2 | 4 | 22 | 2 | 9 | 14 |
26 |
Yes
|
Travel_Frequently
| 1,377 |
Human Resources
| 34 | 5 |
Medical
| 1 | 2,961 | 1 |
Male
| 165 | 4 | 4 |
Laboratory Technician
| 3 |
Single
| 42,111 | 84,222 | 3 |
Y
|
No
| 4 | 3 | 3 | 80 | 4 | 5 | 3 | 1 | 1 | 1 | 1 | 1 |
24 |
No
|
Travel_Frequently
| 1,125 |
Research & Development
| 37 | 5 |
Marketing
| 1 | 2,962 | 4 |
Male
| 122 | 3 | 5 |
Laboratory Technician
| 4 |
Divorced
| 5,210 | 83,360 | 0 |
Y
|
Yes
| 23 | 3 | 3 | 80 | 2 | 10 | 3 | 3 | 1 | 1 | 1 | 1 |
43 |
Yes
|
Travel_Rarely
| 1,023 |
Human Resources
| 26 | 5 |
Marketing
| 1 | 2,963 | 4 |
Female
| 151 | 4 | 2 |
Research Scientist
| 3 |
Single
| 32,195 | 32,195 | 2 |
Y
|
Yes
| 29 | 1 | 4 | 80 | 2 | 16 | 1 | 1 | 12 | 3 | 1 | 3 |
26 |
No
|
Travel_Rarely
| 950 |
Support
| 7 | 3 |
Life Sciences
| 1 | 2,964 | 1 |
Male
| 171 | 2 | 2 |
Human Resources
| 3 |
Married
| 2,621 | 73,388 | 5 |
Y
|
Yes
| 14 | 3 | 3 | 80 | 4 | 1 | 6 | 3 | 1 | 1 | 1 | 1 |
43 |
No
|
Travel_Frequently
| 722 |
Sales
| 1 | 4 |
Medical
| 1 | 2,965 | 4 |
Female
| 72 | 1 | 1 |
Laboratory Technician
| 3 |
Single
| 13,224 | 119,016 | 8 |
Y
|
Yes
| 22 | 1 | 3 | 80 | 1 | 28 | 6 | 4 | 11 | 5 | 11 | 5 |
54 |
Yes
|
Travel_Rarely
| 1,490 |
Hardware
| 13 | 4 |
Technical Degree
| 1 | 2,966 | 1 |
Male
| 134 | 3 | 2 |
Developer
| 3 |
Married
| 14,026 | 140,260 | 3 |
Y
|
No
| 28 | 3 | 2 | 80 | 3 | 17 | 1 | 1 | 5 | 3 | 3 | 1 |
55 |
Yes
|
Travel_Rarely
| 613 |
Human Resources
| 13 | 2 |
Technical Degree
| 1 | 2,967 | 4 |
Female
| 84 | 1 | 3 |
Healthcare Representative
| 3 |
Single
| 45,739 | 686,085 | 7 |
Y
|
Yes
| 31 | 1 | 3 | 80 | 4 | 35 | 4 | 4 | 25 | 12 | 2 | 22 |
23 |
No
|
Non-Travel
| 1,340 |
Sales
| 2 | 5 |
Technical Degree
| 1 | 2,968 | 4 |
Female
| 68 | 3 | 4 |
Research Director
| 2 |
Single
| 34,431 | 723,051 | 0 |
Y
|
No
| 49 | 3 | 2 | 80 | 3 | 19 | 2 | 4 | 17 | 10 | 11 | 12 |
23 |
No
|
Travel_Frequently
| 118 |
Research & Development
| 47 | 5 |
Human Resources
| 1 | 2,969 | 4 |
Male
| 53 | 3 | 3 |
Manufacturing Director
| 3 |
Married
| 20,092 | 582,668 | 3 |
Y
|
No
| 28 | 1 | 1 | 80 | 4 | 7 | 6 | 2 | 1 | 1 | 1 | 1 |
27 |
No
|
Non-Travel
| 553 |
Sales
| 16 | 5 |
Life Sciences
| 1 | 2,970 | 1 |
Male
| 198 | 3 | 2 |
Manager
| 2 |
Married
| 28,461 | 398,454 | 7 |
Y
|
No
| 8 | 3 | 1 | 80 | 4 | 9 | 4 | 4 | 9 | 9 | 6 | 9 |
60 |
Yes
|
Travel_Frequently
| 725 |
Human Resources
| 3 | 5 |
Marketing
| 1 | 2,971 | 4 |
Female
| 71 | 2 | 4 |
Human Resources
| 4 |
Married
| 15,799 | 410,774 | 7 |
Y
|
No
| 21 | 4 | 4 | 80 | 2 | 17 | 6 | 1 | 12 | 4 | 10 | 9 |
21 |
Yes
|
Non-Travel
| 1,381 |
Support
| 40 | 5 |
Life Sciences
| 1 | 2,972 | 1 |
Male
| 102 | 1 | 1 |
Manufacturing Director
| 2 |
Single
| 15,785 | 94,710 | 8 |
Y
|
No
| 11 | 1 | 4 | 80 | 4 | 8 | 5 | 2 | 5 | 1 | 5 | 3 |
27 |
Yes
|
Non-Travel
| 516 |
Sales
| 47 | 5 |
Technical Degree
| 1 | 2,973 | 2 |
Female
| 158 | 4 | 3 |
Research Director
| 4 |
Single
| 15,775 | 268,175 | 3 |
Y
|
Yes
| 6 | 2 | 1 | 80 | 3 | 26 | 5 | 4 | 21 | 2 | 11 | 3 |
56 |
Yes
|
Non-Travel
| 786 |
Hardware
| 35 | 1 |
Other
| 1 | 2,974 | 3 |
Male
| 143 | 1 | 2 |
Sales Representative
| 2 |
Single
| 46,583 | 605,579 | 3 |
Y
|
Yes
| 44 | 4 | 1 | 80 | 3 | 28 | 2 | 1 | 19 | 19 | 3 | 5 |
47 |
Yes
|
Non-Travel
| 540 |
Sales
| 1 | 5 |
Marketing
| 1 | 2,975 | 4 |
Female
| 49 | 2 | 4 |
Healthcare Representative
| 4 |
Married
| 48,881 | 1,319,787 | 3 |
Y
|
Yes
| 13 | 3 | 3 | 80 | 2 | 38 | 2 | 2 | 34 | 1 | 27 | 11 |
43 |
Yes
|
Travel_Rarely
| 254 |
Software
| 1 | 1 |
Medical
| 1 | 2,976 | 3 |
Male
| 104 | 1 | 5 |
Research Director
| 4 |
Divorced
| 9,231 | 193,851 | 0 |
Y
|
No
| 3 | 2 | 3 | 80 | 3 | 39 | 5 | 3 | 30 | 12 | 29 | 17 |
55 |
No
|
Travel_Rarely
| 1,461 |
Sales
| 23 | 2 |
Marketing
| 1 | 2,977 | 2 |
Male
| 162 | 2 | 1 |
Human Resources
| 1 |
Single
| 46,742 | 1,402,260 | 0 |
Y
|
Yes
| 9 | 2 | 1 | 80 | 4 | 13 | 3 | 4 | 9 | 5 | 1 | 3 |
25 |
No
|
Non-Travel
| 1,338 |
Sales
| 39 | 4 |
Human Resources
| 1 | 2,978 | 3 |
Male
| 136 | 2 | 3 |
Sales Executive
| 2 |
Single
| 24,909 | 249,090 | 6 |
Y
|
No
| 1 | 4 | 2 | 80 | 1 | 11 | 2 | 4 | 2 | 1 | 2 | 1 |
21 |
No
|
Non-Travel
| 1,452 |
Human Resources
| 24 | 5 |
Human Resources
| 1 | 2,979 | 1 |
Male
| 121 | 4 | 5 |
Human Resources
| 4 |
Married
| 13,253 | 291,566 | 4 |
Y
|
Yes
| 26 | 4 | 1 | 80 | 3 | 17 | 2 | 3 | 7 | 5 | 2 | 1 |
41 |
Yes
|
Travel_Rarely
| 550 |
Hardware
| 12 | 1 |
Other
| 1 | 2,980 | 1 |
Male
| 101 | 3 | 2 |
Sales Representative
| 2 |
Single
| 46,306 | 231,530 | 2 |
Y
|
Yes
| 17 | 4 | 1 | 80 | 3 | 38 | 1 | 1 | 33 | 5 | 30 | 12 |
58 |
Yes
|
Non-Travel
| 1,075 |
Software
| 40 | 1 |
Life Sciences
| 1 | 2,981 | 1 |
Female
| 114 | 1 | 4 |
Manufacturing Director
| 2 |
Divorced
| 17,716 | 336,604 | 1 |
Y
|
No
| 6 | 3 | 3 | 80 | 3 | 9 | 6 | 1 | 2 | 1 | 2 | 1 |
24 |
Yes
|
Travel_Rarely
| 373 |
Software
| 33 | 1 |
Medical
| 1 | 2,982 | 2 |
Female
| 104 | 3 | 3 |
Manager
| 4 |
Divorced
| 40,118 | 1,163,422 | 8 |
Y
|
Yes
| 27 | 2 | 1 | 80 | 1 | 24 | 1 | 3 | 24 | 9 | 11 | 12 |
47 |
Yes
|
Travel_Rarely
| 226 |
Sales
| 1 | 2 |
Medical
| 1 | 2,983 | 1 |
Male
| 179 | 4 | 2 |
Manager
| 2 |
Divorced
| 35,049 | 1,016,421 | 8 |
Y
|
Yes
| 12 | 2 | 4 | 80 | 3 | 18 | 6 | 4 | 8 | 3 | 8 | 6 |
38 |
No
|
Travel_Frequently
| 270 |
Software
| 25 | 5 |
Life Sciences
| 1 | 2,984 | 3 |
Female
| 96 | 4 | 4 |
Research Scientist
| 2 |
Married
| 45,515 | 637,210 | 3 |
Y
|
Yes
| 40 | 3 | 3 | 80 | 2 | 24 | 6 | 3 | 8 | 1 | 5 | 2 |
47 |
No
|
Non-Travel
| 580 |
Support
| 11 | 3 |
Life Sciences
| 1 | 2,985 | 2 |
Male
| 58 | 1 | 4 |
Human Resources
| 3 |
Divorced
| 19,011 | 437,253 | 7 |
Y
|
Yes
| 1 | 4 | 3 | 80 | 4 | 7 | 1 | 2 | 1 | 1 | 1 | 1 |
30 |
Yes
|
Non-Travel
| 565 |
Sales
| 20 | 5 |
Medical
| 1 | 2,986 | 1 |
Female
| 54 | 3 | 1 |
Manufacturing Director
| 4 |
Divorced
| 13,279 | 199,185 | 2 |
Y
|
No
| 17 | 4 | 3 | 80 | 3 | 21 | 4 | 3 | 13 | 6 | 3 | 1 |
39 |
Yes
|
Non-Travel
| 702 |
Support
| 34 | 3 |
Human Resources
| 1 | 2,987 | 2 |
Male
| 80 | 1 | 1 |
Research Director
| 4 |
Single
| 6,856 | 47,992 | 2 |
Y
|
Yes
| 9 | 4 | 3 | 80 | 2 | 32 | 2 | 1 | 20 | 7 | 3 | 3 |
28 |
Yes
|
Travel_Frequently
| 604 |
Sales
| 15 | 1 |
Life Sciences
| 1 | 2,988 | 3 |
Male
| 72 | 4 | 2 |
Research Scientist
| 4 |
Divorced
| 42,792 | 470,712 | 2 |
Y
|
No
| 19 | 2 | 4 | 80 | 3 | 28 | 1 | 3 | 25 | 4 | 4 | 9 |
40 |
Yes
|
Travel_Frequently
| 780 |
Sales
| 11 | 1 |
Marketing
| 1 | 2,989 | 1 |
Male
| 159 | 3 | 3 |
Human Resources
| 2 |
Married
| 16,386 | 81,930 | 7 |
Y
|
No
| 7 | 3 | 4 | 80 | 2 | 10 | 4 | 3 | 8 | 8 | 1 | 4 |
21 |
No
|
Travel_Frequently
| 937 |
Research & Development
| 28 | 4 |
Human Resources
| 1 | 2,990 | 1 |
Male
| 89 | 3 | 5 |
Sales Representative
| 4 |
Married
| 46,561 | 372,488 | 3 |
Y
|
No
| 33 | 1 | 2 | 80 | 2 | 10 | 5 | 1 | 1 | 1 | 1 | 1 |
39 |
Yes
|
Travel_Rarely
| 641 |
Hardware
| 23 | 5 |
Marketing
| 1 | 2,991 | 3 |
Male
| 41 | 4 | 5 |
Manager
| 4 |
Single
| 8,810 | 237,870 | 5 |
Y
|
No
| 46 | 1 | 2 | 80 | 4 | 17 | 5 | 4 | 15 | 3 | 5 | 14 |
51 |
Yes
|
Non-Travel
| 1,442 |
Human Resources
| 41 | 3 |
Human Resources
| 1 | 2,992 | 1 |
Female
| 194 | 4 | 2 |
Research Scientist
| 1 |
Married
| 34,471 | 34,471 | 4 |
Y
|
Yes
| 46 | 4 | 4 | 80 | 1 | 33 | 4 | 3 | 12 | 6 | 5 | 3 |
24 |
Yes
|
Travel_Frequently
| 286 |
Support
| 14 | 2 |
Life Sciences
| 1 | 2,993 | 3 |
Female
| 166 | 2 | 3 |
Research Director
| 1 |
Single
| 3,378 | 87,828 | 6 |
Y
|
No
| 38 | 4 | 4 | 80 | 1 | 6 | 5 | 4 | 5 | 1 | 2 | 4 |
20 |
No
|
Travel_Rarely
| 246 |
Research & Development
| 3 | 5 |
Life Sciences
| 1 | 2,994 | 4 |
Female
| 128 | 3 | 1 |
Manufacturing Director
| 3 |
Married
| 22,455 | 516,465 | 5 |
Y
|
No
| 46 | 3 | 3 | 80 | 3 | 36 | 3 | 3 | 19 | 11 | 8 | 3 |
28 |
Yes
|
Travel_Rarely
| 1,336 |
Human Resources
| 2 | 1 |
Human Resources
| 1 | 2,995 | 2 |
Female
| 49 | 4 | 5 |
Human Resources
| 4 |
Single
| 42,190 | 126,570 | 0 |
Y
|
No
| 13 | 4 | 1 | 80 | 4 | 26 | 3 | 3 | 22 | 14 | 16 | 9 |
32 |
Yes
|
Travel_Frequently
| 1,437 |
Software
| 13 | 4 |
Other
| 1 | 2,996 | 2 |
Female
| 43 | 4 | 1 |
Sales Executive
| 4 |
Single
| 32,757 | 622,383 | 7 |
Y
|
Yes
| 46 | 2 | 2 | 80 | 4 | 36 | 6 | 1 | 31 | 26 | 28 | 6 |
52 |
Yes
|
Travel_Rarely
| 1,097 |
Human Resources
| 30 | 2 |
Life Sciences
| 1 | 2,997 | 1 |
Female
| 133 | 4 | 5 |
Laboratory Technician
| 4 |
Divorced
| 16,155 | 177,705 | 8 |
Y
|
Yes
| 12 | 1 | 1 | 80 | 4 | 6 | 5 | 3 | 2 | 2 | 2 | 2 |
20 |
Yes
|
Travel_Frequently
| 734 |
Research & Development
| 9 | 2 |
Human Resources
| 1 | 2,998 | 2 |
Female
| 183 | 3 | 4 |
Developer
| 1 |
Single
| 15,494 | 433,832 | 5 |
Y
|
Yes
| 30 | 4 | 4 | 80 | 4 | 7 | 1 | 4 | 7 | 2 | 4 | 3 |
51 |
Yes
|
Travel_Frequently
| 759 |
Hardware
| 39 | 3 |
Marketing
| 1 | 2,999 | 1 |
Male
| 165 | 3 | 5 |
Manufacturing Director
| 1 |
Single
| 25,510 | 688,770 | 0 |
Y
|
No
| 48 | 3 | 4 | 80 | 2 | 20 | 3 | 4 | 13 | 10 | 3 | 11 |
51 |
Yes
|
Non-Travel
| 1,224 |
Sales
| 30 | 4 |
Marketing
| 1 | 3,000 | 1 |
Female
| 108 | 3 | 5 |
Manager
| 1 |
Single
| 33,690 | 437,970 | 6 |
Y
|
Yes
| 37 | 4 | 1 | 80 | 2 | 1 | 4 | 2 | 1 | 1 | 1 | 1 |
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