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
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
38 |
Yes
|
Non-Travel
| 1,206 |
Research & Development
| 43 | 2 |
Technical Degree
| 1 | 3,901 | 1 |
Female
| 125 | 1 | 5 |
Research Scientist
| 2 |
Divorced
| 22,754 | 295,802 | 8 |
Y
|
Yes
| 13 | 3 | 3 | 80 | 3 | 36 | 3 | 2 | 27 | 24 | 10 | 3 |
19 |
No
|
Travel_Frequently
| 1,341 |
Research & Development
| 47 | 3 |
Medical
| 1 | 3,902 | 2 |
Male
| 181 | 4 | 3 |
Manager
| 4 |
Single
| 39,004 | 1,053,108 | 0 |
Y
|
No
| 33 | 4 | 4 | 80 | 2 | 39 | 2 | 1 | 2 | 2 | 1 | 1 |
28 |
No
|
Travel_Frequently
| 263 |
Hardware
| 26 | 3 |
Marketing
| 1 | 3,903 | 3 |
Female
| 122 | 3 | 1 |
Developer
| 3 |
Married
| 21,040 | 631,200 | 7 |
Y
|
No
| 41 | 1 | 2 | 80 | 1 | 30 | 6 | 1 | 29 | 20 | 2 | 16 |
43 |
Yes
|
Non-Travel
| 1,306 |
Hardware
| 43 | 1 |
Marketing
| 1 | 3,904 | 3 |
Male
| 172 | 2 | 2 |
Developer
| 2 |
Married
| 43,043 | 774,774 | 4 |
Y
|
Yes
| 47 | 1 | 1 | 80 | 3 | 32 | 5 | 3 | 26 | 16 | 12 | 17 |
49 |
Yes
|
Travel_Frequently
| 1,467 |
Hardware
| 15 | 5 |
Medical
| 1 | 3,905 | 2 |
Female
| 151 | 4 | 1 |
Developer
| 4 |
Divorced
| 41,009 | 943,207 | 3 |
Y
|
Yes
| 43 | 3 | 3 | 80 | 1 | 30 | 6 | 4 | 29 | 16 | 16 | 5 |
56 |
No
|
Travel_Rarely
| 1,251 |
Hardware
| 23 | 2 |
Life Sciences
| 1 | 3,906 | 1 |
Male
| 166 | 4 | 1 |
Healthcare Representative
| 4 |
Divorced
| 24,105 | 482,100 | 8 |
Y
|
No
| 20 | 4 | 4 | 80 | 3 | 40 | 2 | 1 | 5 | 5 | 2 | 3 |
32 |
Yes
|
Travel_Frequently
| 512 |
Software
| 26 | 3 |
Other
| 1 | 3,907 | 1 |
Female
| 149 | 1 | 5 |
Manager
| 2 |
Divorced
| 7,308 | 87,696 | 4 |
Y
|
Yes
| 33 | 4 | 4 | 80 | 1 | 21 | 6 | 3 | 18 | 11 | 18 | 17 |
59 |
Yes
|
Travel_Frequently
| 1,259 |
Human Resources
| 47 | 5 |
Technical Degree
| 1 | 3,908 | 4 |
Female
| 171 | 1 | 5 |
Research Scientist
| 2 |
Married
| 17,547 | 456,222 | 2 |
Y
|
No
| 24 | 2 | 4 | 80 | 4 | 15 | 2 | 2 | 15 | 15 | 15 | 6 |
30 |
No
|
Travel_Frequently
| 682 |
Research & Development
| 20 | 1 |
Marketing
| 1 | 3,909 | 4 |
Male
| 134 | 4 | 1 |
Human Resources
| 2 |
Married
| 9,598 | 57,588 | 1 |
Y
|
No
| 3 | 2 | 2 | 80 | 1 | 37 | 1 | 4 | 28 | 25 | 20 | 14 |
23 |
Yes
|
Non-Travel
| 979 |
Software
| 18 | 5 |
Technical Degree
| 1 | 3,910 | 4 |
Male
| 141 | 1 | 2 |
Sales Representative
| 3 |
Single
| 39,524 | 79,048 | 5 |
Y
|
Yes
| 44 | 3 | 3 | 80 | 2 | 40 | 5 | 2 | 12 | 3 | 10 | 2 |
37 |
Yes
|
Non-Travel
| 1,126 |
Hardware
| 35 | 2 |
Technical Degree
| 1 | 3,911 | 4 |
Male
| 189 | 1 | 2 |
Human Resources
| 3 |
Divorced
| 20,896 | 334,336 | 0 |
Y
|
No
| 10 | 3 | 3 | 80 | 1 | 31 | 2 | 2 | 8 | 1 | 3 | 3 |
38 |
No
|
Travel_Frequently
| 532 |
Sales
| 19 | 5 |
Technical Degree
| 1 | 3,912 | 3 |
Female
| 149 | 3 | 4 |
Healthcare Representative
| 4 |
Divorced
| 36,093 | 577,488 | 5 |
Y
|
Yes
| 45 | 2 | 3 | 80 | 4 | 29 | 4 | 1 | 8 | 6 | 4 | 6 |
60 |
No
|
Travel_Frequently
| 1,137 |
Sales
| 11 | 2 |
Life Sciences
| 1 | 3,913 | 4 |
Male
| 64 | 2 | 4 |
Sales Representative
| 3 |
Divorced
| 23,914 | 526,108 | 2 |
Y
|
Yes
| 9 | 2 | 3 | 80 | 1 | 27 | 1 | 1 | 12 | 5 | 6 | 3 |
30 |
Yes
|
Non-Travel
| 977 |
Software
| 20 | 2 |
Technical Degree
| 1 | 3,914 | 3 |
Male
| 188 | 4 | 4 |
Manager
| 2 |
Single
| 37,967 | 417,637 | 6 |
Y
|
Yes
| 13 | 1 | 3 | 80 | 1 | 29 | 2 | 4 | 20 | 9 | 1 | 11 |
55 |
Yes
|
Travel_Frequently
| 614 |
Support
| 41 | 5 |
Marketing
| 1 | 3,915 | 2 |
Female
| 74 | 4 | 3 |
Sales Representative
| 3 |
Divorced
| 43,846 | 833,074 | 0 |
Y
|
Yes
| 6 | 4 | 4 | 80 | 3 | 14 | 6 | 1 | 13 | 4 | 11 | 5 |
41 |
No
|
Travel_Frequently
| 1,157 |
Support
| 6 | 5 |
Technical Degree
| 1 | 3,916 | 3 |
Female
| 152 | 1 | 1 |
Sales Representative
| 2 |
Single
| 38,132 | 190,660 | 1 |
Y
|
No
| 41 | 3 | 4 | 80 | 1 | 39 | 2 | 2 | 8 | 5 | 1 | 5 |
48 |
Yes
|
Travel_Rarely
| 1,020 |
Human Resources
| 25 | 4 |
Human Resources
| 1 | 3,917 | 3 |
Male
| 196 | 2 | 4 |
Laboratory Technician
| 4 |
Married
| 48,542 | 194,168 | 1 |
Y
|
No
| 28 | 3 | 2 | 80 | 2 | 8 | 5 | 4 | 4 | 2 | 2 | 1 |
34 |
No
|
Travel_Rarely
| 672 |
Human Resources
| 39 | 4 |
Other
| 1 | 3,918 | 1 |
Female
| 38 | 1 | 4 |
Human Resources
| 2 |
Single
| 21,995 | 571,870 | 2 |
Y
|
No
| 21 | 1 | 2 | 80 | 4 | 25 | 5 | 1 | 10 | 1 | 2 | 4 |
49 |
Yes
|
Travel_Rarely
| 338 |
Research & Development
| 2 | 3 |
Marketing
| 1 | 3,919 | 3 |
Male
| 146 | 2 | 1 |
Human Resources
| 1 |
Divorced
| 39,497 | 118,491 | 7 |
Y
|
No
| 39 | 1 | 2 | 80 | 1 | 4 | 3 | 3 | 2 | 2 | 2 | 2 |
22 |
No
|
Travel_Frequently
| 890 |
Human Resources
| 30 | 2 |
Technical Degree
| 1 | 3,920 | 3 |
Male
| 136 | 2 | 1 |
Manager
| 3 |
Single
| 42,264 | 803,016 | 4 |
Y
|
No
| 8 | 3 | 4 | 80 | 1 | 16 | 3 | 4 | 4 | 2 | 2 | 2 |
40 |
No
|
Non-Travel
| 1,053 |
Software
| 13 | 4 |
Marketing
| 1 | 3,921 | 1 |
Female
| 178 | 1 | 1 |
Developer
| 2 |
Married
| 19,600 | 548,800 | 2 |
Y
|
No
| 25 | 2 | 1 | 80 | 3 | 16 | 2 | 3 | 1 | 1 | 1 | 1 |
55 |
No
|
Travel_Frequently
| 453 |
Software
| 44 | 5 |
Technical Degree
| 1 | 3,922 | 2 |
Female
| 156 | 2 | 5 |
Manufacturing Director
| 1 |
Divorced
| 43,240 | 1,167,480 | 8 |
Y
|
Yes
| 39 | 1 | 3 | 80 | 4 | 17 | 2 | 2 | 11 | 3 | 3 | 9 |
44 |
No
|
Travel_Rarely
| 115 |
Human Resources
| 27 | 4 |
Medical
| 1 | 3,923 | 3 |
Male
| 151 | 2 | 5 |
Research Director
| 1 |
Married
| 36,080 | 469,040 | 2 |
Y
|
No
| 32 | 3 | 2 | 80 | 1 | 5 | 4 | 1 | 3 | 3 | 3 | 2 |
47 |
No
|
Travel_Rarely
| 277 |
Sales
| 10 | 2 |
Life Sciences
| 1 | 3,924 | 2 |
Female
| 44 | 3 | 3 |
Research Director
| 4 |
Married
| 1,708 | 30,744 | 5 |
Y
|
No
| 44 | 3 | 2 | 80 | 1 | 39 | 2 | 3 | 16 | 10 | 1 | 6 |
55 |
No
|
Non-Travel
| 270 |
Sales
| 32 | 5 |
Human Resources
| 1 | 3,925 | 1 |
Male
| 115 | 4 | 2 |
Sales Representative
| 1 |
Married
| 9,581 | 143,715 | 4 |
Y
|
Yes
| 9 | 2 | 1 | 80 | 1 | 19 | 4 | 2 | 17 | 2 | 2 | 14 |
52 |
Yes
|
Travel_Rarely
| 1,215 |
Sales
| 16 | 2 |
Marketing
| 1 | 3,926 | 2 |
Male
| 139 | 3 | 3 |
Research Scientist
| 4 |
Divorced
| 14,125 | 84,750 | 2 |
Y
|
No
| 9 | 3 | 4 | 80 | 4 | 35 | 2 | 2 | 19 | 7 | 10 | 5 |
41 |
No
|
Travel_Frequently
| 1,168 |
Sales
| 28 | 2 |
Human Resources
| 1 | 3,927 | 3 |
Female
| 63 | 2 | 2 |
Manufacturing Director
| 2 |
Divorced
| 22,813 | 296,569 | 3 |
Y
|
No
| 0 | 3 | 2 | 80 | 2 | 5 | 4 | 1 | 3 | 1 | 2 | 1 |
53 |
No
|
Travel_Frequently
| 271 |
Hardware
| 46 | 1 |
Marketing
| 1 | 3,928 | 1 |
Female
| 112 | 1 | 3 |
Developer
| 4 |
Married
| 22,273 | 490,006 | 8 |
Y
|
No
| 6 | 4 | 4 | 80 | 1 | 10 | 6 | 1 | 6 | 6 | 3 | 2 |
25 |
No
|
Travel_Rarely
| 545 |
Human Resources
| 5 | 2 |
Life Sciences
| 1 | 3,929 | 2 |
Male
| 118 | 1 | 2 |
Manager
| 2 |
Divorced
| 4,703 | 42,327 | 2 |
Y
|
No
| 1 | 3 | 2 | 80 | 2 | 4 | 4 | 3 | 1 | 1 | 1 | 1 |
34 |
Yes
|
Travel_Frequently
| 1,447 |
Support
| 14 | 2 |
Other
| 1 | 3,930 | 1 |
Male
| 56 | 4 | 4 |
Sales Representative
| 3 |
Single
| 32,085 | 288,765 | 2 |
Y
|
No
| 12 | 2 | 4 | 80 | 4 | 28 | 5 | 1 | 21 | 8 | 18 | 12 |
21 |
Yes
|
Non-Travel
| 1,025 |
Human Resources
| 30 | 3 |
Technical Degree
| 1 | 3,931 | 1 |
Female
| 88 | 2 | 1 |
Manufacturing Director
| 4 |
Divorced
| 8,496 | 195,408 | 5 |
Y
|
Yes
| 43 | 1 | 2 | 80 | 3 | 4 | 3 | 3 | 2 | 2 | 1 | 2 |
47 |
Yes
|
Travel_Frequently
| 196 |
Sales
| 16 | 1 |
Human Resources
| 1 | 3,932 | 3 |
Male
| 174 | 2 | 2 |
Sales Executive
| 1 |
Divorced
| 42,821 | 770,778 | 7 |
Y
|
Yes
| 30 | 1 | 2 | 80 | 1 | 19 | 4 | 1 | 4 | 1 | 4 | 2 |
44 |
No
|
Non-Travel
| 270 |
Support
| 32 | 2 |
Technical Degree
| 1 | 3,933 | 3 |
Male
| 85 | 2 | 3 |
Sales Executive
| 2 |
Single
| 44,743 | 894,860 | 5 |
Y
|
Yes
| 10 | 3 | 2 | 80 | 2 | 26 | 5 | 1 | 21 | 21 | 8 | 4 |
49 |
Yes
|
Travel_Frequently
| 274 |
Human Resources
| 49 | 5 |
Human Resources
| 1 | 3,934 | 2 |
Male
| 128 | 4 | 2 |
Manufacturing Director
| 1 |
Divorced
| 16,281 | 244,215 | 5 |
Y
|
Yes
| 37 | 2 | 4 | 80 | 1 | 33 | 4 | 2 | 24 | 17 | 11 | 7 |
53 |
Yes
|
Travel_Rarely
| 1,385 |
Hardware
| 46 | 3 |
Human Resources
| 1 | 3,935 | 1 |
Male
| 35 | 2 | 5 |
Research Director
| 1 |
Single
| 42,600 | 894,600 | 5 |
Y
|
Yes
| 5 | 3 | 1 | 80 | 4 | 11 | 6 | 1 | 10 | 1 | 1 | 3 |
54 |
No
|
Non-Travel
| 263 |
Software
| 30 | 2 |
Life Sciences
| 1 | 3,936 | 2 |
Male
| 50 | 3 | 3 |
Healthcare Representative
| 3 |
Married
| 28,243 | 197,701 | 2 |
Y
|
Yes
| 9 | 4 | 3 | 80 | 1 | 39 | 1 | 3 | 4 | 4 | 3 | 2 |
24 |
No
|
Travel_Frequently
| 982 |
Hardware
| 27 | 2 |
Technical Degree
| 1 | 3,937 | 4 |
Female
| 197 | 1 | 1 |
Sales Representative
| 4 |
Single
| 25,390 | 406,240 | 5 |
Y
|
Yes
| 24 | 2 | 4 | 80 | 2 | 31 | 4 | 3 | 3 | 1 | 2 | 1 |
51 |
Yes
|
Travel_Frequently
| 849 |
Software
| 30 | 3 |
Marketing
| 1 | 3,938 | 1 |
Female
| 101 | 1 | 2 |
Manufacturing Director
| 4 |
Married
| 6,822 | 170,550 | 0 |
Y
|
No
| 21 | 4 | 4 | 80 | 2 | 37 | 2 | 2 | 31 | 1 | 24 | 18 |
20 |
Yes
|
Non-Travel
| 907 |
Hardware
| 16 | 4 |
Technical Degree
| 1 | 3,939 | 1 |
Female
| 89 | 3 | 2 |
Research Director
| 1 |
Single
| 48,864 | 1,417,056 | 6 |
Y
|
No
| 48 | 4 | 3 | 80 | 4 | 10 | 2 | 1 | 5 | 2 | 2 | 3 |
39 |
No
|
Travel_Rarely
| 238 |
Support
| 6 | 1 |
Life Sciences
| 1 | 3,940 | 4 |
Female
| 136 | 3 | 3 |
Laboratory Technician
| 2 |
Married
| 24,923 | 623,075 | 1 |
Y
|
No
| 39 | 2 | 4 | 80 | 2 | 27 | 6 | 3 | 3 | 2 | 2 | 3 |
56 |
No
|
Travel_Frequently
| 342 |
Sales
| 6 | 1 |
Medical
| 1 | 3,941 | 3 |
Female
| 90 | 3 | 1 |
Manager
| 2 |
Single
| 13,084 | 248,596 | 0 |
Y
|
Yes
| 13 | 3 | 1 | 80 | 1 | 10 | 4 | 2 | 3 | 1 | 3 | 1 |
42 |
Yes
|
Non-Travel
| 1,490 |
Support
| 8 | 1 |
Human Resources
| 1 | 3,942 | 1 |
Male
| 41 | 3 | 4 |
Human Resources
| 4 |
Married
| 26,485 | 291,335 | 8 |
Y
|
No
| 45 | 3 | 1 | 80 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
43 |
No
|
Travel_Rarely
| 974 |
Sales
| 2 | 5 |
Technical Degree
| 1 | 3,943 | 2 |
Male
| 96 | 4 | 2 |
Laboratory Technician
| 2 |
Divorced
| 21,389 | 42,778 | 6 |
Y
|
No
| 31 | 3 | 1 | 80 | 4 | 19 | 2 | 3 | 16 | 8 | 14 | 5 |
49 |
No
|
Non-Travel
| 1,253 |
Hardware
| 4 | 5 |
Medical
| 1 | 3,944 | 3 |
Female
| 169 | 3 | 3 |
Developer
| 4 |
Single
| 28,706 | 459,296 | 8 |
Y
|
Yes
| 19 | 1 | 3 | 80 | 3 | 3 | 1 | 4 | 3 | 3 | 2 | 2 |
42 |
Yes
|
Travel_Frequently
| 863 |
Sales
| 47 | 5 |
Human Resources
| 1 | 3,945 | 2 |
Female
| 130 | 4 | 3 |
Manufacturing Director
| 2 |
Divorced
| 22,360 | 491,920 | 5 |
Y
|
Yes
| 42 | 1 | 4 | 80 | 4 | 35 | 2 | 1 | 28 | 26 | 12 | 1 |
49 |
Yes
|
Travel_Frequently
| 1,172 |
Research & Development
| 49 | 1 |
Life Sciences
| 1 | 3,946 | 4 |
Male
| 132 | 4 | 3 |
Human Resources
| 3 |
Divorced
| 4,928 | 118,272 | 0 |
Y
|
Yes
| 0 | 2 | 1 | 80 | 3 | 25 | 5 | 1 | 2 | 2 | 1 | 2 |
21 |
Yes
|
Travel_Rarely
| 587 |
Human Resources
| 2 | 2 |
Life Sciences
| 1 | 3,947 | 2 |
Male
| 82 | 1 | 1 |
Human Resources
| 4 |
Married
| 33,232 | 864,032 | 4 |
Y
|
Yes
| 9 | 1 | 4 | 80 | 4 | 34 | 3 | 2 | 14 | 10 | 8 | 3 |
24 |
No
|
Non-Travel
| 973 |
Hardware
| 15 | 4 |
Technical Degree
| 1 | 3,948 | 2 |
Male
| 72 | 4 | 2 |
Healthcare Representative
| 3 |
Single
| 15,372 | 353,556 | 7 |
Y
|
Yes
| 27 | 1 | 4 | 80 | 1 | 13 | 4 | 1 | 7 | 5 | 1 | 4 |
32 |
No
|
Non-Travel
| 790 |
Sales
| 3 | 5 |
Medical
| 1 | 3,949 | 3 |
Male
| 155 | 4 | 3 |
Manager
| 2 |
Single
| 5,693 | 62,623 | 3 |
Y
|
Yes
| 48 | 1 | 2 | 80 | 1 | 39 | 1 | 1 | 10 | 8 | 7 | 7 |
24 |
Yes
|
Travel_Rarely
| 1,171 |
Research & Development
| 7 | 3 |
Technical Degree
| 1 | 3,950 | 1 |
Female
| 187 | 4 | 2 |
Manager
| 4 |
Single
| 15,416 | 61,664 | 8 |
Y
|
No
| 8 | 2 | 2 | 80 | 1 | 35 | 3 | 2 | 25 | 21 | 22 | 20 |
32 |
No
|
Travel_Rarely
| 1,427 |
Support
| 24 | 5 |
Marketing
| 1 | 3,951 | 4 |
Female
| 133 | 3 | 1 |
Manufacturing Director
| 2 |
Divorced
| 7,498 | 37,490 | 2 |
Y
|
Yes
| 40 | 3 | 4 | 80 | 2 | 28 | 2 | 2 | 22 | 10 | 3 | 10 |
51 |
Yes
|
Travel_Frequently
| 318 |
Software
| 30 | 4 |
Human Resources
| 1 | 3,952 | 1 |
Female
| 170 | 3 | 5 |
Manufacturing Director
| 2 |
Married
| 33,598 | 503,970 | 6 |
Y
|
Yes
| 42 | 4 | 3 | 80 | 4 | 19 | 5 | 1 | 3 | 3 | 3 | 3 |
55 |
No
|
Travel_Frequently
| 725 |
Research & Development
| 38 | 4 |
Medical
| 1 | 3,953 | 3 |
Male
| 149 | 4 | 2 |
Research Director
| 4 |
Divorced
| 5,842 | 128,524 | 0 |
Y
|
Yes
| 33 | 3 | 1 | 80 | 1 | 29 | 2 | 1 | 8 | 4 | 4 | 2 |
21 |
No
|
Travel_Rarely
| 1,450 |
Sales
| 12 | 2 |
Technical Degree
| 1 | 3,954 | 2 |
Male
| 48 | 4 | 1 |
Developer
| 3 |
Married
| 24,034 | 600,850 | 8 |
Y
|
Yes
| 9 | 3 | 1 | 80 | 4 | 2 | 5 | 2 | 2 | 2 | 2 | 2 |
18 |
No
|
Non-Travel
| 650 |
Hardware
| 24 | 1 |
Marketing
| 1 | 3,955 | 3 |
Female
| 148 | 4 | 4 |
Healthcare Representative
| 1 |
Married
| 50,933 | 1,069,593 | 8 |
Y
|
Yes
| 9 | 1 | 3 | 80 | 3 | 36 | 6 | 3 | 6 | 1 | 6 | 3 |
25 |
No
|
Travel_Frequently
| 720 |
Hardware
| 2 | 4 |
Marketing
| 1 | 3,956 | 4 |
Male
| 72 | 4 | 3 |
Human Resources
| 1 |
Single
| 10,433 | 31,299 | 0 |
Y
|
No
| 42 | 1 | 4 | 80 | 1 | 11 | 4 | 1 | 8 | 6 | 3 | 3 |
45 |
Yes
|
Travel_Frequently
| 805 |
Hardware
| 13 | 5 |
Human Resources
| 1 | 3,957 | 4 |
Female
| 98 | 2 | 1 |
Manufacturing Director
| 1 |
Divorced
| 20,691 | 351,747 | 0 |
Y
|
Yes
| 12 | 1 | 4 | 80 | 3 | 5 | 3 | 1 | 5 | 2 | 2 | 3 |
28 |
No
|
Travel_Frequently
| 201 |
Software
| 29 | 2 |
Human Resources
| 1 | 3,958 | 4 |
Male
| 33 | 4 | 5 |
Laboratory Technician
| 2 |
Divorced
| 1,409 | 5,636 | 8 |
Y
|
Yes
| 12 | 1 | 4 | 80 | 1 | 13 | 5 | 2 | 8 | 3 | 2 | 5 |
41 |
No
|
Travel_Frequently
| 845 |
Software
| 3 | 5 |
Marketing
| 1 | 3,959 | 3 |
Female
| 142 | 2 | 4 |
Developer
| 2 |
Married
| 50,022 | 750,330 | 1 |
Y
|
No
| 9 | 1 | 1 | 80 | 2 | 15 | 6 | 3 | 12 | 2 | 10 | 9 |
48 |
No
|
Non-Travel
| 341 |
Hardware
| 34 | 5 |
Life Sciences
| 1 | 3,960 | 4 |
Female
| 170 | 1 | 4 |
Laboratory Technician
| 2 |
Single
| 19,262 | 57,786 | 2 |
Y
|
Yes
| 10 | 3 | 2 | 80 | 3 | 35 | 3 | 2 | 3 | 2 | 2 | 3 |
37 |
Yes
|
Non-Travel
| 1,036 |
Human Resources
| 49 | 1 |
Marketing
| 1 | 3,961 | 3 |
Female
| 63 | 4 | 5 |
Sales Representative
| 3 |
Married
| 30,596 | 703,708 | 7 |
Y
|
Yes
| 32 | 3 | 3 | 80 | 2 | 39 | 6 | 4 | 39 | 23 | 21 | 12 |
35 |
No
|
Travel_Frequently
| 738 |
Hardware
| 15 | 5 |
Human Resources
| 1 | 3,962 | 4 |
Male
| 58 | 1 | 4 |
Human Resources
| 2 |
Single
| 46,928 | 656,992 | 4 |
Y
|
No
| 3 | 4 | 1 | 80 | 2 | 27 | 4 | 2 | 17 | 7 | 17 | 13 |
34 |
Yes
|
Travel_Frequently
| 738 |
Sales
| 19 | 4 |
Marketing
| 1 | 3,963 | 3 |
Male
| 91 | 4 | 4 |
Research Director
| 4 |
Single
| 29,578 | 207,046 | 0 |
Y
|
Yes
| 37 | 1 | 2 | 80 | 1 | 28 | 5 | 4 | 27 | 11 | 19 | 9 |
29 |
No
|
Non-Travel
| 442 |
Support
| 26 | 1 |
Other
| 1 | 3,964 | 3 |
Male
| 91 | 3 | 4 |
Research Scientist
| 4 |
Divorced
| 10,277 | 123,324 | 8 |
Y
|
No
| 48 | 2 | 3 | 80 | 2 | 39 | 1 | 2 | 27 | 10 | 21 | 24 |
28 |
No
|
Travel_Rarely
| 561 |
Research & Development
| 40 | 2 |
Human Resources
| 1 | 3,965 | 2 |
Female
| 123 | 3 | 4 |
Laboratory Technician
| 2 |
Single
| 38,228 | 993,928 | 5 |
Y
|
Yes
| 47 | 2 | 1 | 80 | 3 | 7 | 5 | 3 | 2 | 2 | 1 | 1 |
20 |
No
|
Non-Travel
| 534 |
Support
| 3 | 4 |
Other
| 1 | 3,966 | 3 |
Male
| 168 | 2 | 3 |
Research Scientist
| 3 |
Divorced
| 25,455 | 330,915 | 3 |
Y
|
Yes
| 25 | 1 | 1 | 80 | 4 | 9 | 4 | 4 | 7 | 2 | 7 | 1 |
30 |
Yes
|
Non-Travel
| 240 |
Software
| 14 | 5 |
Medical
| 1 | 3,967 | 4 |
Female
| 143 | 4 | 2 |
Healthcare Representative
| 1 |
Single
| 23,839 | 47,678 | 6 |
Y
|
Yes
| 4 | 3 | 3 | 80 | 1 | 1 | 3 | 3 | 1 | 1 | 1 | 1 |
18 |
No
|
Travel_Frequently
| 895 |
Hardware
| 29 | 5 |
Medical
| 1 | 3,968 | 3 |
Female
| 110 | 4 | 5 |
Developer
| 2 |
Single
| 3,446 | 75,812 | 7 |
Y
|
No
| 11 | 3 | 1 | 80 | 4 | 10 | 3 | 1 | 9 | 5 | 8 | 9 |
22 |
Yes
|
Non-Travel
| 1,500 |
Support
| 36 | 5 |
Life Sciences
| 1 | 3,969 | 4 |
Male
| 194 | 3 | 1 |
Sales Representative
| 1 |
Married
| 20,916 | 564,732 | 2 |
Y
|
No
| 8 | 1 | 1 | 80 | 3 | 11 | 1 | 4 | 7 | 1 | 5 | 3 |
37 |
Yes
|
Travel_Frequently
| 214 |
Software
| 36 | 4 |
Technical Degree
| 1 | 3,970 | 4 |
Female
| 86 | 3 | 4 |
Sales Executive
| 1 |
Single
| 16,554 | 314,526 | 4 |
Y
|
No
| 10 | 1 | 4 | 80 | 1 | 26 | 2 | 3 | 9 | 6 | 9 | 4 |
21 |
Yes
|
Travel_Frequently
| 256 |
Software
| 45 | 5 |
Technical Degree
| 1 | 3,971 | 3 |
Male
| 39 | 1 | 5 |
Sales Executive
| 3 |
Divorced
| 10,061 | 171,037 | 0 |
Y
|
No
| 5 | 4 | 1 | 80 | 1 | 11 | 5 | 1 | 8 | 3 | 7 | 6 |
45 |
No
|
Travel_Frequently
| 251 |
Research & Development
| 23 | 2 |
Medical
| 1 | 3,972 | 2 |
Male
| 33 | 3 | 5 |
Sales Executive
| 3 |
Single
| 43,981 | 439,810 | 5 |
Y
|
Yes
| 49 | 3 | 4 | 80 | 3 | 36 | 1 | 3 | 21 | 17 | 8 | 9 |
44 |
No
|
Travel_Rarely
| 517 |
Support
| 34 | 4 |
Life Sciences
| 1 | 3,973 | 4 |
Female
| 52 | 3 | 5 |
Developer
| 4 |
Married
| 45,488 | 727,808 | 6 |
Y
|
Yes
| 16 | 3 | 1 | 80 | 1 | 10 | 3 | 2 | 4 | 3 | 4 | 4 |
51 |
No
|
Travel_Rarely
| 297 |
Research & Development
| 26 | 1 |
Medical
| 1 | 3,974 | 2 |
Female
| 172 | 1 | 5 |
Laboratory Technician
| 2 |
Divorced
| 26,202 | 157,212 | 1 |
Y
|
No
| 30 | 4 | 4 | 80 | 1 | 36 | 5 | 1 | 8 | 6 | 2 | 4 |
42 |
No
|
Travel_Rarely
| 1,434 |
Hardware
| 41 | 2 |
Life Sciences
| 1 | 3,975 | 4 |
Female
| 96 | 2 | 4 |
Developer
| 4 |
Divorced
| 4,609 | 124,443 | 7 |
Y
|
No
| 3 | 3 | 2 | 80 | 4 | 25 | 1 | 2 | 17 | 16 | 15 | 7 |
41 |
No
|
Travel_Frequently
| 354 |
Software
| 43 | 4 |
Marketing
| 1 | 3,976 | 4 |
Male
| 178 | 4 | 3 |
Developer
| 2 |
Single
| 20,306 | 507,650 | 5 |
Y
|
No
| 12 | 2 | 2 | 80 | 1 | 20 | 6 | 3 | 5 | 5 | 2 | 2 |
36 |
No
|
Non-Travel
| 356 |
Support
| 33 | 5 |
Other
| 1 | 3,977 | 4 |
Female
| 97 | 2 | 3 |
Manufacturing Director
| 4 |
Single
| 45,623 | 638,722 | 7 |
Y
|
No
| 35 | 2 | 2 | 80 | 4 | 23 | 2 | 4 | 4 | 1 | 1 | 3 |
47 |
No
|
Travel_Rarely
| 1,080 |
Software
| 12 | 5 |
Human Resources
| 1 | 3,978 | 1 |
Male
| 200 | 3 | 3 |
Manager
| 2 |
Married
| 11,013 | 44,052 | 8 |
Y
|
No
| 7 | 4 | 3 | 80 | 3 | 12 | 1 | 4 | 1 | 1 | 1 | 1 |
47 |
Yes
|
Non-Travel
| 466 |
Human Resources
| 7 | 1 |
Life Sciences
| 1 | 3,979 | 1 |
Female
| 190 | 1 | 3 |
Developer
| 2 |
Divorced
| 21,556 | 280,228 | 3 |
Y
|
No
| 25 | 1 | 4 | 80 | 1 | 40 | 3 | 1 | 22 | 2 | 6 | 20 |
44 |
No
|
Travel_Frequently
| 106 |
Support
| 30 | 3 |
Other
| 1 | 3,980 | 1 |
Male
| 177 | 3 | 4 |
Sales Representative
| 1 |
Married
| 44,528 | 623,392 | 2 |
Y
|
Yes
| 18 | 2 | 2 | 80 | 4 | 6 | 5 | 3 | 1 | 1 | 1 | 1 |
59 |
Yes
|
Travel_Rarely
| 716 |
Support
| 7 | 5 |
Human Resources
| 1 | 3,981 | 4 |
Male
| 94 | 4 | 5 |
Human Resources
| 3 |
Divorced
| 11,685 | 327,180 | 7 |
Y
|
Yes
| 23 | 4 | 1 | 80 | 2 | 22 | 1 | 1 | 14 | 13 | 1 | 10 |
19 |
Yes
|
Travel_Frequently
| 1,488 |
Software
| 41 | 3 |
Human Resources
| 1 | 3,982 | 1 |
Female
| 64 | 4 | 1 |
Sales Executive
| 2 |
Single
| 14,953 | 119,624 | 2 |
Y
|
No
| 41 | 1 | 4 | 80 | 3 | 26 | 6 | 2 | 24 | 15 | 24 | 12 |
59 |
Yes
|
Non-Travel
| 753 |
Software
| 5 | 1 |
Marketing
| 1 | 3,983 | 2 |
Female
| 153 | 4 | 1 |
Healthcare Representative
| 3 |
Divorced
| 43,773 | 481,503 | 4 |
Y
|
Yes
| 22 | 3 | 3 | 80 | 2 | 7 | 4 | 4 | 7 | 1 | 7 | 7 |
60 |
Yes
|
Non-Travel
| 786 |
Sales
| 39 | 5 |
Medical
| 1 | 3,984 | 3 |
Female
| 41 | 3 | 4 |
Manufacturing Director
| 1 |
Single
| 45,404 | 590,252 | 0 |
Y
|
No
| 34 | 4 | 1 | 80 | 4 | 32 | 4 | 1 | 18 | 9 | 4 | 17 |
41 |
Yes
|
Travel_Frequently
| 677 |
Research & Development
| 28 | 2 |
Marketing
| 1 | 3,985 | 4 |
Male
| 187 | 3 | 4 |
Human Resources
| 3 |
Single
| 43,073 | 904,533 | 4 |
Y
|
No
| 20 | 2 | 2 | 80 | 1 | 31 | 2 | 3 | 26 | 17 | 1 | 6 |
52 |
No
|
Non-Travel
| 1,055 |
Hardware
| 9 | 2 |
Other
| 1 | 3,986 | 4 |
Female
| 179 | 2 | 2 |
Manager
| 3 |
Single
| 18,561 | 92,805 | 7 |
Y
|
No
| 42 | 4 | 2 | 80 | 4 | 29 | 3 | 2 | 2 | 1 | 1 | 1 |
23 |
No
|
Non-Travel
| 991 |
Human Resources
| 35 | 5 |
Marketing
| 1 | 3,987 | 4 |
Male
| 34 | 3 | 1 |
Research Scientist
| 1 |
Married
| 6,521 | 149,983 | 4 |
Y
|
Yes
| 37 | 4 | 1 | 80 | 1 | 36 | 5 | 2 | 7 | 7 | 5 | 7 |
23 |
No
|
Non-Travel
| 512 |
Hardware
| 10 | 3 |
Medical
| 1 | 3,988 | 3 |
Female
| 71 | 3 | 3 |
Manufacturing Director
| 1 |
Married
| 23,809 | 428,562 | 6 |
Y
|
Yes
| 17 | 2 | 4 | 80 | 1 | 35 | 2 | 3 | 34 | 14 | 12 | 17 |
43 |
Yes
|
Travel_Frequently
| 1,485 |
Support
| 14 | 5 |
Other
| 1 | 3,989 | 4 |
Female
| 76 | 2 | 1 |
Research Director
| 4 |
Married
| 13,063 | 391,890 | 6 |
Y
|
No
| 47 | 2 | 4 | 80 | 3 | 40 | 5 | 2 | 11 | 3 | 7 | 7 |
35 |
Yes
|
Non-Travel
| 875 |
Sales
| 9 | 4 |
Human Resources
| 1 | 3,990 | 3 |
Female
| 47 | 1 | 1 |
Human Resources
| 3 |
Married
| 50,668 | 912,024 | 2 |
Y
|
No
| 34 | 4 | 3 | 80 | 2 | 6 | 2 | 1 | 6 | 1 | 1 | 6 |
20 |
Yes
|
Non-Travel
| 938 |
Software
| 37 | 2 |
Other
| 1 | 3,991 | 1 |
Male
| 66 | 1 | 2 |
Developer
| 2 |
Married
| 43,551 | 1,088,775 | 2 |
Y
|
No
| 41 | 3 | 2 | 80 | 2 | 10 | 5 | 1 | 8 | 3 | 5 | 1 |
30 |
Yes
|
Travel_Frequently
| 257 |
Sales
| 48 | 2 |
Human Resources
| 1 | 3,992 | 1 |
Male
| 129 | 1 | 1 |
Sales Executive
| 3 |
Divorced
| 20,707 | 269,191 | 8 |
Y
|
Yes
| 25 | 1 | 2 | 80 | 1 | 6 | 2 | 1 | 4 | 3 | 2 | 4 |
32 |
No
|
Travel_Frequently
| 1,271 |
Research & Development
| 36 | 3 |
Other
| 1 | 3,993 | 1 |
Female
| 110 | 4 | 3 |
Manufacturing Director
| 2 |
Married
| 46,151 | 138,453 | 8 |
Y
|
Yes
| 26 | 4 | 3 | 80 | 2 | 5 | 5 | 4 | 2 | 1 | 1 | 1 |
25 |
Yes
|
Travel_Frequently
| 683 |
Support
| 2 | 3 |
Medical
| 1 | 3,994 | 2 |
Female
| 116 | 4 | 2 |
Developer
| 1 |
Divorced
| 12,613 | 327,938 | 2 |
Y
|
Yes
| 12 | 4 | 1 | 80 | 3 | 7 | 1 | 4 | 7 | 7 | 3 | 7 |
18 |
Yes
|
Travel_Frequently
| 510 |
Support
| 3 | 2 |
Human Resources
| 1 | 3,995 | 4 |
Female
| 158 | 3 | 1 |
Sales Representative
| 3 |
Married
| 45,691 | 319,837 | 0 |
Y
|
No
| 30 | 3 | 1 | 80 | 4 | 14 | 2 | 2 | 8 | 6 | 3 | 4 |
21 |
Yes
|
Travel_Rarely
| 420 |
Software
| 25 | 1 |
Other
| 1 | 3,996 | 1 |
Male
| 149 | 4 | 5 |
Human Resources
| 1 |
Married
| 47,618 | 333,326 | 0 |
Y
|
Yes
| 27 | 4 | 1 | 80 | 2 | 32 | 5 | 1 | 23 | 19 | 18 | 18 |
36 |
Yes
|
Non-Travel
| 1,336 |
Software
| 29 | 5 |
Human Resources
| 1 | 3,997 | 2 |
Female
| 41 | 1 | 2 |
Laboratory Technician
| 2 |
Married
| 7,898 | 173,756 | 7 |
Y
|
Yes
| 6 | 1 | 4 | 80 | 2 | 23 | 4 | 2 | 11 | 8 | 2 | 5 |
59 |
Yes
|
Non-Travel
| 502 |
Human Resources
| 38 | 4 |
Marketing
| 1 | 3,998 | 4 |
Female
| 83 | 1 | 3 |
Manager
| 2 |
Divorced
| 14,964 | 344,172 | 0 |
Y
|
No
| 20 | 3 | 2 | 80 | 1 | 4 | 3 | 2 | 1 | 1 | 1 | 1 |
58 |
No
|
Non-Travel
| 638 |
Support
| 1 | 2 |
Human Resources
| 1 | 3,999 | 2 |
Female
| 121 | 4 | 3 |
Sales Representative
| 4 |
Single
| 31,946 | 95,838 | 1 |
Y
|
Yes
| 29 | 4 | 2 | 80 | 4 | 14 | 2 | 4 | 7 | 3 | 4 | 5 |
31 |
No
|
Non-Travel
| 532 |
Software
| 34 | 2 |
Other
| 1 | 4,000 | 1 |
Male
| 177 | 2 | 1 |
Sales Executive
| 1 |
Single
| 29,589 | 355,068 | 0 |
Y
|
Yes
| 39 | 1 | 3 | 80 | 1 | 35 | 1 | 1 | 4 | 3 | 1 | 4 |
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