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
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
32 |
Yes
|
Travel_Frequently
| 222 |
Sales
| 7 | 5 |
Medical
| 1 | 1,801 | 4 |
Male
| 191 | 2 | 4 |
Research Director
| 1 |
Married
| 27,870 | 55,740 | 4 |
Y
|
No
| 36 | 4 | 3 | 80 | 1 | 22 | 1 | 4 | 10 | 6 | 9 | 10 |
19 |
No
|
Travel_Rarely
| 353 |
Hardware
| 23 | 3 |
Human Resources
| 1 | 1,802 | 3 |
Male
| 158 | 3 | 3 |
Research Director
| 1 |
Single
| 26,940 | 808,200 | 8 |
Y
|
Yes
| 17 | 3 | 3 | 80 | 4 | 5 | 5 | 4 | 2 | 2 | 1 | 2 |
46 |
No
|
Travel_Rarely
| 519 |
Research & Development
| 9 | 5 |
Technical Degree
| 1 | 1,803 | 2 |
Female
| 67 | 2 | 2 |
Research Scientist
| 4 |
Divorced
| 27,494 | 659,856 | 0 |
Y
|
Yes
| 32 | 2 | 1 | 80 | 4 | 7 | 5 | 4 | 3 | 1 | 1 | 1 |
49 |
No
|
Non-Travel
| 1,494 |
Sales
| 14 | 5 |
Medical
| 1 | 1,804 | 1 |
Male
| 133 | 4 | 5 |
Sales Executive
| 3 |
Married
| 33,939 | 882,414 | 6 |
Y
|
Yes
| 18 | 4 | 1 | 80 | 1 | 38 | 3 | 3 | 13 | 12 | 8 | 1 |
40 |
Yes
|
Non-Travel
| 271 |
Research & Development
| 18 | 1 |
Marketing
| 1 | 1,805 | 4 |
Female
| 149 | 2 | 5 |
Sales Executive
| 1 |
Divorced
| 43,779 | 569,127 | 1 |
Y
|
Yes
| 37 | 3 | 2 | 80 | 2 | 20 | 6 | 4 | 14 | 10 | 14 | 4 |
56 |
Yes
|
Travel_Rarely
| 1,105 |
Support
| 50 | 5 |
Other
| 1 | 1,806 | 2 |
Male
| 54 | 3 | 3 |
Manufacturing Director
| 3 |
Married
| 34,317 | 308,853 | 4 |
Y
|
No
| 5 | 1 | 2 | 80 | 2 | 15 | 2 | 2 | 9 | 7 | 6 | 8 |
40 |
No
|
Travel_Rarely
| 610 |
Research & Development
| 32 | 5 |
Marketing
| 1 | 1,807 | 2 |
Male
| 71 | 2 | 5 |
Human Resources
| 4 |
Single
| 36,325 | 435,900 | 5 |
Y
|
Yes
| 20 | 2 | 4 | 80 | 4 | 40 | 6 | 1 | 33 | 14 | 31 | 29 |
36 |
Yes
|
Travel_Rarely
| 1,021 |
Human Resources
| 41 | 1 |
Other
| 1 | 1,808 | 1 |
Male
| 138 | 4 | 1 |
Sales Representative
| 4 |
Single
| 32,245 | 354,695 | 8 |
Y
|
No
| 1 | 3 | 3 | 80 | 1 | 16 | 2 | 2 | 14 | 1 | 9 | 11 |
19 |
Yes
|
Travel_Rarely
| 711 |
Support
| 30 | 2 |
Marketing
| 1 | 1,809 | 2 |
Male
| 125 | 1 | 2 |
Research Scientist
| 1 |
Divorced
| 45,034 | 1,170,884 | 0 |
Y
|
Yes
| 18 | 4 | 3 | 80 | 2 | 27 | 1 | 3 | 18 | 14 | 2 | 1 |
32 |
Yes
|
Travel_Rarely
| 636 |
Hardware
| 44 | 1 |
Life Sciences
| 1 | 1,810 | 3 |
Female
| 155 | 4 | 4 |
Research Scientist
| 1 |
Married
| 30,522 | 30,522 | 5 |
Y
|
No
| 31 | 3 | 2 | 80 | 1 | 39 | 4 | 2 | 8 | 7 | 6 | 6 |
37 |
No
|
Non-Travel
| 196 |
Software
| 40 | 2 |
Other
| 1 | 1,811 | 1 |
Male
| 50 | 2 | 4 |
Research Director
| 2 |
Divorced
| 1,802 | 28,832 | 7 |
Y
|
No
| 31 | 4 | 3 | 80 | 3 | 29 | 6 | 2 | 16 | 8 | 3 | 14 |
35 |
Yes
|
Travel_Rarely
| 1,030 |
Research & Development
| 39 | 5 |
Other
| 1 | 1,812 | 2 |
Female
| 47 | 2 | 2 |
Human Resources
| 1 |
Divorced
| 15,209 | 288,971 | 1 |
Y
|
No
| 29 | 3 | 1 | 80 | 3 | 30 | 3 | 4 | 17 | 3 | 11 | 13 |
51 |
No
|
Non-Travel
| 469 |
Research & Development
| 17 | 2 |
Human Resources
| 1 | 1,813 | 2 |
Female
| 197 | 2 | 1 |
Research Director
| 1 |
Divorced
| 28,348 | 226,784 | 4 |
Y
|
Yes
| 49 | 2 | 3 | 80 | 1 | 10 | 2 | 1 | 5 | 4 | 4 | 5 |
44 |
Yes
|
Non-Travel
| 347 |
Research & Development
| 47 | 1 |
Human Resources
| 1 | 1,814 | 4 |
Male
| 67 | 1 | 3 |
Human Resources
| 3 |
Divorced
| 36,572 | 402,292 | 1 |
Y
|
No
| 38 | 1 | 4 | 80 | 4 | 13 | 6 | 2 | 6 | 6 | 6 | 1 |
21 |
No
|
Non-Travel
| 1,267 |
Sales
| 40 | 2 |
Medical
| 1 | 1,815 | 1 |
Female
| 146 | 3 | 1 |
Developer
| 4 |
Single
| 43,611 | 218,055 | 1 |
Y
|
Yes
| 48 | 4 | 3 | 80 | 4 | 7 | 4 | 4 | 3 | 2 | 3 | 2 |
19 |
Yes
|
Travel_Rarely
| 350 |
Hardware
| 28 | 3 |
Marketing
| 1 | 1,816 | 1 |
Female
| 37 | 2 | 1 |
Manufacturing Director
| 1 |
Married
| 28,483 | 740,558 | 0 |
Y
|
No
| 38 | 4 | 3 | 80 | 4 | 34 | 2 | 4 | 10 | 2 | 1 | 6 |
56 |
No
|
Travel_Rarely
| 258 |
Support
| 27 | 5 |
Marketing
| 1 | 1,817 | 1 |
Female
| 155 | 1 | 1 |
Sales Executive
| 4 |
Divorced
| 16,654 | 449,658 | 3 |
Y
|
Yes
| 26 | 1 | 3 | 80 | 4 | 7 | 6 | 3 | 6 | 3 | 3 | 4 |
34 |
No
|
Non-Travel
| 978 |
Research & Development
| 41 | 5 |
Medical
| 1 | 1,818 | 1 |
Female
| 79 | 1 | 3 |
Research Director
| 2 |
Divorced
| 20,996 | 419,920 | 8 |
Y
|
Yes
| 12 | 4 | 2 | 80 | 3 | 3 | 6 | 3 | 3 | 1 | 3 | 3 |
55 |
Yes
|
Non-Travel
| 1,068 |
Sales
| 17 | 5 |
Human Resources
| 1 | 1,819 | 1 |
Male
| 94 | 2 | 1 |
Sales Executive
| 1 |
Divorced
| 13,519 | 162,228 | 8 |
Y
|
Yes
| 0 | 3 | 4 | 80 | 1 | 28 | 5 | 3 | 5 | 4 | 4 | 3 |
39 |
No
|
Travel_Rarely
| 735 |
Hardware
| 14 | 3 |
Other
| 1 | 1,820 | 4 |
Male
| 103 | 3 | 1 |
Developer
| 3 |
Single
| 13,274 | 225,658 | 3 |
Y
|
No
| 3 | 2 | 3 | 80 | 2 | 20 | 2 | 2 | 7 | 5 | 2 | 6 |
42 |
Yes
|
Travel_Frequently
| 460 |
Hardware
| 2 | 5 |
Technical Degree
| 1 | 1,821 | 2 |
Male
| 129 | 2 | 1 |
Research Director
| 3 |
Married
| 48,952 | 244,760 | 6 |
Y
|
No
| 45 | 4 | 4 | 80 | 1 | 11 | 5 | 2 | 7 | 5 | 7 | 5 |
35 |
Yes
|
Travel_Frequently
| 1,459 |
Sales
| 27 | 5 |
Medical
| 1 | 1,822 | 1 |
Female
| 165 | 3 | 4 |
Research Director
| 2 |
Married
| 36,549 | 182,745 | 7 |
Y
|
Yes
| 14 | 2 | 2 | 80 | 1 | 15 | 4 | 1 | 10 | 5 | 8 | 5 |
38 |
No
|
Travel_Rarely
| 1,362 |
Sales
| 7 | 5 |
Human Resources
| 1 | 1,823 | 4 |
Female
| 125 | 2 | 4 |
Human Resources
| 2 |
Divorced
| 16,467 | 65,868 | 7 |
Y
|
Yes
| 27 | 2 | 3 | 80 | 2 | 7 | 2 | 1 | 1 | 1 | 1 | 1 |
47 |
No
|
Travel_Frequently
| 974 |
Research & Development
| 2 | 1 |
Life Sciences
| 1 | 1,824 | 4 |
Male
| 91 | 1 | 1 |
Sales Representative
| 2 |
Single
| 49,316 | 1,282,216 | 7 |
Y
|
No
| 20 | 2 | 2 | 80 | 3 | 31 | 2 | 4 | 3 | 2 | 3 | 3 |
18 |
Yes
|
Travel_Frequently
| 754 |
Research & Development
| 6 | 5 |
Other
| 1 | 1,825 | 2 |
Female
| 60 | 2 | 3 |
Sales Executive
| 3 |
Married
| 32,648 | 293,832 | 6 |
Y
|
No
| 44 | 4 | 4 | 80 | 2 | 39 | 2 | 1 | 39 | 10 | 39 | 34 |
40 |
No
|
Travel_Rarely
| 893 |
Software
| 10 | 4 |
Human Resources
| 1 | 1,826 | 2 |
Male
| 37 | 3 | 3 |
Manufacturing Director
| 3 |
Single
| 19,434 | 97,170 | 6 |
Y
|
Yes
| 15 | 1 | 2 | 80 | 1 | 9 | 1 | 4 | 4 | 4 | 2 | 1 |
42 |
Yes
|
Travel_Rarely
| 1,224 |
Support
| 29 | 1 |
Life Sciences
| 1 | 1,827 | 1 |
Male
| 39 | 3 | 2 |
Human Resources
| 3 |
Married
| 44,163 | 44,163 | 1 |
Y
|
Yes
| 43 | 1 | 3 | 80 | 4 | 1 | 5 | 3 | 1 | 1 | 1 | 1 |
31 |
No
|
Travel_Frequently
| 1,160 |
Human Resources
| 15 | 4 |
Life Sciences
| 1 | 1,828 | 4 |
Female
| 130 | 2 | 2 |
Developer
| 3 |
Single
| 10,336 | 82,688 | 1 |
Y
|
No
| 49 | 3 | 2 | 80 | 4 | 28 | 1 | 3 | 15 | 6 | 5 | 8 |
51 |
No
|
Travel_Rarely
| 1,492 |
Support
| 22 | 2 |
Medical
| 1 | 1,829 | 4 |
Male
| 77 | 3 | 2 |
Human Resources
| 1 |
Married
| 8,400 | 134,400 | 3 |
Y
|
Yes
| 3 | 2 | 1 | 80 | 1 | 38 | 2 | 1 | 29 | 17 | 14 | 13 |
59 |
No
|
Travel_Rarely
| 903 |
Research & Development
| 4 | 5 |
Medical
| 1 | 1,830 | 2 |
Female
| 109 | 2 | 4 |
Manager
| 1 |
Divorced
| 1,020 | 6,120 | 5 |
Y
|
Yes
| 43 | 4 | 1 | 80 | 2 | 15 | 6 | 4 | 6 | 6 | 2 | 4 |
41 |
Yes
|
Non-Travel
| 1,403 |
Sales
| 45 | 4 |
Medical
| 1 | 1,831 | 3 |
Male
| 192 | 4 | 2 |
Laboratory Technician
| 2 |
Divorced
| 21,178 | 529,450 | 2 |
Y
|
No
| 27 | 3 | 3 | 80 | 3 | 32 | 1 | 2 | 10 | 4 | 2 | 1 |
29 |
Yes
|
Travel_Frequently
| 302 |
Human Resources
| 30 | 2 |
Human Resources
| 1 | 1,832 | 4 |
Male
| 71 | 4 | 3 |
Manufacturing Director
| 4 |
Single
| 32,024 | 576,432 | 0 |
Y
|
Yes
| 17 | 4 | 4 | 80 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 1 |
32 |
No
|
Travel_Frequently
| 1,226 |
Support
| 3 | 3 |
Life Sciences
| 1 | 1,833 | 2 |
Female
| 48 | 4 | 3 |
Human Resources
| 3 |
Single
| 27,463 | 411,945 | 0 |
Y
|
No
| 12 | 3 | 3 | 80 | 1 | 14 | 1 | 1 | 10 | 9 | 8 | 4 |
50 |
Yes
|
Travel_Frequently
| 1,319 |
Support
| 50 | 5 |
Technical Degree
| 1 | 1,834 | 3 |
Female
| 104 | 4 | 2 |
Manufacturing Director
| 1 |
Single
| 32,060 | 609,140 | 0 |
Y
|
Yes
| 46 | 4 | 3 | 80 | 4 | 11 | 6 | 2 | 10 | 2 | 9 | 5 |
59 |
Yes
|
Travel_Frequently
| 615 |
Support
| 10 | 2 |
Other
| 1 | 1,835 | 3 |
Female
| 135 | 1 | 2 |
Laboratory Technician
| 3 |
Divorced
| 13,536 | 297,792 | 8 |
Y
|
Yes
| 14 | 3 | 2 | 80 | 4 | 32 | 3 | 1 | 7 | 7 | 7 | 5 |
27 |
Yes
|
Travel_Frequently
| 1,299 |
Research & Development
| 20 | 3 |
Technical Degree
| 1 | 1,836 | 2 |
Male
| 165 | 1 | 1 |
Research Director
| 4 |
Single
| 42,502 | 85,004 | 0 |
Y
|
No
| 41 | 2 | 4 | 80 | 2 | 21 | 4 | 2 | 11 | 10 | 6 | 1 |
55 |
No
|
Travel_Rarely
| 191 |
Sales
| 44 | 5 |
Technical Degree
| 1 | 1,837 | 2 |
Female
| 46 | 2 | 3 |
Sales Representative
| 1 |
Single
| 41,531 | 913,682 | 6 |
Y
|
Yes
| 45 | 2 | 3 | 80 | 3 | 35 | 6 | 2 | 15 | 9 | 12 | 13 |
40 |
Yes
|
Non-Travel
| 416 |
Software
| 36 | 1 |
Life Sciences
| 1 | 1,838 | 1 |
Female
| 99 | 4 | 4 |
Sales Executive
| 4 |
Divorced
| 19,412 | 310,592 | 6 |
Y
|
Yes
| 17 | 2 | 1 | 80 | 1 | 8 | 5 | 2 | 6 | 3 | 5 | 2 |
47 |
No
|
Travel_Rarely
| 606 |
Support
| 3 | 5 |
Medical
| 1 | 1,839 | 4 |
Female
| 39 | 4 | 4 |
Human Resources
| 1 |
Married
| 49,810 | 348,670 | 1 |
Y
|
Yes
| 6 | 2 | 3 | 80 | 2 | 36 | 2 | 4 | 27 | 13 | 6 | 17 |
40 |
No
|
Non-Travel
| 842 |
Human Resources
| 17 | 2 |
Other
| 1 | 1,840 | 4 |
Male
| 82 | 1 | 1 |
Research Scientist
| 4 |
Married
| 5,293 | 132,325 | 7 |
Y
|
No
| 3 | 1 | 4 | 80 | 2 | 39 | 4 | 1 | 23 | 9 | 17 | 3 |
29 |
Yes
|
Non-Travel
| 1,332 |
Support
| 10 | 4 |
Other
| 1 | 1,841 | 4 |
Male
| 158 | 1 | 5 |
Sales Representative
| 1 |
Married
| 5,080 | 111,760 | 1 |
Y
|
Yes
| 3 | 4 | 4 | 80 | 1 | 20 | 6 | 3 | 10 | 1 | 1 | 4 |
33 |
Yes
|
Non-Travel
| 1,113 |
Hardware
| 45 | 1 |
Human Resources
| 1 | 1,842 | 2 |
Female
| 72 | 2 | 2 |
Laboratory Technician
| 3 |
Married
| 25,256 | 454,608 | 0 |
Y
|
No
| 31 | 1 | 1 | 80 | 4 | 35 | 5 | 4 | 33 | 8 | 15 | 22 |
50 |
No
|
Non-Travel
| 349 |
Sales
| 14 | 3 |
Other
| 1 | 1,843 | 3 |
Male
| 98 | 3 | 1 |
Sales Representative
| 1 |
Married
| 4,716 | 141,480 | 3 |
Y
|
No
| 42 | 4 | 3 | 80 | 4 | 37 | 3 | 3 | 13 | 11 | 3 | 12 |
26 |
No
|
Travel_Frequently
| 695 |
Software
| 32 | 5 |
Technical Degree
| 1 | 1,844 | 1 |
Male
| 189 | 4 | 2 |
Healthcare Representative
| 2 |
Single
| 24,789 | 421,413 | 6 |
Y
|
No
| 46 | 3 | 4 | 80 | 3 | 7 | 5 | 3 | 5 | 5 | 1 | 3 |
38 |
No
|
Travel_Rarely
| 476 |
Research & Development
| 28 | 5 |
Other
| 1 | 1,845 | 2 |
Female
| 174 | 3 | 4 |
Human Resources
| 1 |
Single
| 40,214 | 965,136 | 1 |
Y
|
Yes
| 13 | 1 | 2 | 80 | 1 | 9 | 4 | 4 | 4 | 3 | 1 | 2 |
26 |
No
|
Travel_Frequently
| 705 |
Hardware
| 1 | 2 |
Marketing
| 1 | 1,846 | 3 |
Male
| 179 | 4 | 3 |
Research Director
| 1 |
Married
| 28,812 | 432,180 | 6 |
Y
|
Yes
| 41 | 1 | 1 | 80 | 4 | 4 | 6 | 2 | 1 | 1 | 1 | 1 |
28 |
No
|
Travel_Frequently
| 400 |
Research & Development
| 40 | 5 |
Technical Degree
| 1 | 1,847 | 2 |
Male
| 156 | 2 | 5 |
Sales Executive
| 4 |
Single
| 45,208 | 361,664 | 2 |
Y
|
No
| 33 | 2 | 1 | 80 | 3 | 33 | 2 | 4 | 6 | 3 | 2 | 2 |
38 |
Yes
|
Travel_Rarely
| 1,097 |
Hardware
| 34 | 4 |
Other
| 1 | 1,848 | 3 |
Female
| 136 | 1 | 3 |
Sales Representative
| 1 |
Single
| 14,218 | 170,616 | 3 |
Y
|
Yes
| 30 | 4 | 1 | 80 | 1 | 24 | 5 | 2 | 22 | 19 | 6 | 2 |
18 |
Yes
|
Travel_Frequently
| 668 |
Hardware
| 45 | 4 |
Marketing
| 1 | 1,849 | 3 |
Female
| 175 | 1 | 4 |
Research Director
| 3 |
Divorced
| 14,008 | 252,144 | 7 |
Y
|
No
| 45 | 1 | 3 | 80 | 4 | 1 | 5 | 3 | 1 | 1 | 1 | 1 |
27 |
Yes
|
Travel_Rarely
| 558 |
Software
| 36 | 2 |
Technical Degree
| 1 | 1,850 | 1 |
Female
| 45 | 4 | 4 |
Research Scientist
| 2 |
Single
| 50,561 | 707,854 | 6 |
Y
|
No
| 45 | 3 | 2 | 80 | 3 | 34 | 6 | 4 | 11 | 3 | 8 | 5 |
35 |
Yes
|
Non-Travel
| 597 |
Hardware
| 48 | 1 |
Life Sciences
| 1 | 1,851 | 4 |
Female
| 55 | 1 | 3 |
Manager
| 3 |
Married
| 39,068 | 117,204 | 1 |
Y
|
No
| 7 | 2 | 4 | 80 | 4 | 22 | 5 | 2 | 8 | 2 | 7 | 7 |
29 |
Yes
|
Travel_Rarely
| 137 |
Software
| 3 | 2 |
Human Resources
| 1 | 1,852 | 3 |
Male
| 51 | 4 | 5 |
Manager
| 2 |
Divorced
| 26,116 | 104,464 | 5 |
Y
|
No
| 47 | 2 | 2 | 80 | 4 | 20 | 5 | 1 | 7 | 7 | 2 | 2 |
53 |
No
|
Travel_Rarely
| 245 |
Human Resources
| 47 | 1 |
Marketing
| 1 | 1,853 | 3 |
Male
| 131 | 3 | 3 |
Research Scientist
| 3 |
Married
| 28,351 | 623,722 | 2 |
Y
|
Yes
| 42 | 2 | 1 | 80 | 1 | 13 | 5 | 2 | 6 | 5 | 2 | 1 |
44 |
Yes
|
Non-Travel
| 750 |
Sales
| 19 | 4 |
Technical Degree
| 1 | 1,854 | 4 |
Male
| 149 | 3 | 1 |
Human Resources
| 2 |
Married
| 38,961 | 38,961 | 3 |
Y
|
Yes
| 4 | 3 | 1 | 80 | 1 | 14 | 2 | 4 | 4 | 3 | 2 | 3 |
24 |
No
|
Non-Travel
| 920 |
Research & Development
| 50 | 2 |
Human Resources
| 1 | 1,855 | 2 |
Female
| 199 | 4 | 2 |
Sales Representative
| 4 |
Divorced
| 26,002 | 234,018 | 8 |
Y
|
No
| 18 | 1 | 2 | 80 | 2 | 36 | 2 | 3 | 26 | 8 | 16 | 21 |
20 |
Yes
|
Non-Travel
| 467 |
Sales
| 36 | 1 |
Marketing
| 1 | 1,856 | 2 |
Female
| 67 | 2 | 5 |
Developer
| 1 |
Married
| 45,295 | 815,310 | 1 |
Y
|
Yes
| 5 | 3 | 3 | 80 | 4 | 13 | 2 | 3 | 11 | 10 | 5 | 1 |
28 |
Yes
|
Travel_Rarely
| 864 |
Support
| 34 | 5 |
Life Sciences
| 1 | 1,857 | 3 |
Female
| 61 | 1 | 4 |
Sales Executive
| 2 |
Divorced
| 22,290 | 334,350 | 2 |
Y
|
Yes
| 1 | 4 | 2 | 80 | 2 | 15 | 4 | 4 | 2 | 1 | 1 | 1 |
40 |
Yes
|
Non-Travel
| 657 |
Human Resources
| 45 | 4 |
Other
| 1 | 1,858 | 2 |
Female
| 181 | 4 | 1 |
Healthcare Representative
| 3 |
Single
| 19,668 | 19,668 | 3 |
Y
|
Yes
| 35 | 4 | 1 | 80 | 3 | 29 | 1 | 1 | 24 | 4 | 5 | 20 |
46 |
No
|
Travel_Frequently
| 1,287 |
Research & Development
| 38 | 1 |
Medical
| 1 | 1,859 | 3 |
Female
| 111 | 3 | 1 |
Healthcare Representative
| 4 |
Divorced
| 1,235 | 14,820 | 6 |
Y
|
Yes
| 16 | 3 | 1 | 80 | 1 | 25 | 2 | 3 | 17 | 16 | 8 | 7 |
19 |
Yes
|
Travel_Rarely
| 964 |
Software
| 15 | 3 |
Other
| 1 | 1,860 | 1 |
Male
| 61 | 1 | 3 |
Research Director
| 1 |
Married
| 44,311 | 531,732 | 2 |
Y
|
No
| 17 | 4 | 4 | 80 | 1 | 13 | 3 | 2 | 7 | 5 | 7 | 7 |
32 |
Yes
|
Travel_Rarely
| 481 |
Support
| 18 | 2 |
Medical
| 1 | 1,861 | 2 |
Male
| 60 | 4 | 2 |
Manager
| 2 |
Divorced
| 36,874 | 221,244 | 2 |
Y
|
No
| 37 | 4 | 4 | 80 | 2 | 7 | 6 | 2 | 2 | 1 | 1 | 1 |
31 |
No
|
Non-Travel
| 1,301 |
Hardware
| 34 | 3 |
Human Resources
| 1 | 1,862 | 1 |
Female
| 165 | 4 | 5 |
Laboratory Technician
| 2 |
Married
| 7,255 | 21,765 | 8 |
Y
|
Yes
| 5 | 4 | 4 | 80 | 3 | 25 | 1 | 2 | 20 | 3 | 17 | 8 |
31 |
Yes
|
Travel_Rarely
| 311 |
Human Resources
| 35 | 3 |
Life Sciences
| 1 | 1,863 | 4 |
Male
| 105 | 1 | 1 |
Developer
| 2 |
Single
| 11,600 | 255,200 | 5 |
Y
|
No
| 32 | 1 | 4 | 80 | 1 | 40 | 2 | 3 | 17 | 8 | 13 | 2 |
36 |
No
|
Travel_Frequently
| 1,351 |
Support
| 45 | 1 |
Marketing
| 1 | 1,864 | 3 |
Female
| 126 | 1 | 4 |
Healthcare Representative
| 3 |
Single
| 1,431 | 31,482 | 6 |
Y
|
Yes
| 12 | 2 | 1 | 80 | 4 | 16 | 4 | 2 | 16 | 14 | 11 | 8 |
38 |
Yes
|
Travel_Rarely
| 682 |
Research & Development
| 27 | 3 |
Other
| 1 | 1,865 | 3 |
Male
| 32 | 3 | 2 |
Sales Representative
| 4 |
Single
| 42,499 | 297,493 | 7 |
Y
|
Yes
| 39 | 2 | 1 | 80 | 3 | 17 | 3 | 1 | 15 | 2 | 12 | 4 |
21 |
Yes
|
Travel_Rarely
| 1,034 |
Research & Development
| 1 | 1 |
Medical
| 1 | 1,866 | 4 |
Female
| 98 | 3 | 2 |
Sales Executive
| 1 |
Married
| 29,429 | 882,870 | 3 |
Y
|
Yes
| 46 | 1 | 4 | 80 | 3 | 10 | 5 | 4 | 8 | 5 | 6 | 7 |
59 |
No
|
Travel_Frequently
| 1,405 |
Human Resources
| 8 | 1 |
Human Resources
| 1 | 1,867 | 4 |
Male
| 100 | 1 | 1 |
Manager
| 2 |
Divorced
| 14,140 | 14,140 | 8 |
Y
|
Yes
| 25 | 2 | 2 | 80 | 2 | 14 | 4 | 2 | 2 | 1 | 2 | 2 |
25 |
Yes
|
Travel_Frequently
| 157 |
Software
| 47 | 5 |
Medical
| 1 | 1,868 | 1 |
Female
| 50 | 1 | 5 |
Sales Executive
| 2 |
Divorced
| 31,107 | 684,354 | 1 |
Y
|
Yes
| 47 | 2 | 1 | 80 | 2 | 6 | 6 | 1 | 1 | 1 | 1 | 1 |
20 |
No
|
Travel_Frequently
| 354 |
Support
| 24 | 5 |
Human Resources
| 1 | 1,869 | 4 |
Male
| 147 | 4 | 2 |
Human Resources
| 2 |
Divorced
| 28,748 | 804,944 | 7 |
Y
|
No
| 0 | 4 | 2 | 80 | 3 | 35 | 2 | 1 | 25 | 16 | 3 | 17 |
31 |
Yes
|
Travel_Frequently
| 1,383 |
Human Resources
| 30 | 5 |
Technical Degree
| 1 | 1,870 | 4 |
Male
| 139 | 2 | 2 |
Laboratory Technician
| 3 |
Married
| 13,749 | 206,235 | 0 |
Y
|
No
| 28 | 4 | 4 | 80 | 2 | 24 | 6 | 1 | 11 | 3 | 7 | 5 |
26 |
Yes
|
Travel_Frequently
| 1,028 |
Support
| 36 | 3 |
Human Resources
| 1 | 1,871 | 2 |
Female
| 179 | 2 | 1 |
Healthcare Representative
| 2 |
Divorced
| 47,193 | 377,544 | 4 |
Y
|
Yes
| 37 | 4 | 1 | 80 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 |
47 |
No
|
Travel_Rarely
| 1,441 |
Support
| 19 | 3 |
Life Sciences
| 1 | 1,872 | 1 |
Female
| 45 | 1 | 4 |
Laboratory Technician
| 2 |
Single
| 26,938 | 538,760 | 0 |
Y
|
Yes
| 42 | 4 | 1 | 80 | 2 | 14 | 5 | 2 | 14 | 8 | 2 | 7 |
45 |
Yes
|
Travel_Rarely
| 920 |
Research & Development
| 33 | 4 |
Medical
| 1 | 1,873 | 4 |
Female
| 140 | 2 | 2 |
Developer
| 3 |
Single
| 6,739 | 67,390 | 1 |
Y
|
No
| 9 | 1 | 2 | 80 | 3 | 36 | 3 | 2 | 22 | 2 | 15 | 18 |
58 |
No
|
Travel_Frequently
| 635 |
Support
| 15 | 1 |
Technical Degree
| 1 | 1,874 | 4 |
Female
| 154 | 2 | 5 |
Sales Executive
| 2 |
Married
| 36,849 | 479,037 | 0 |
Y
|
Yes
| 46 | 4 | 1 | 80 | 1 | 35 | 1 | 3 | 18 | 17 | 18 | 17 |
22 |
No
|
Non-Travel
| 1,098 |
Hardware
| 5 | 1 |
Technical Degree
| 1 | 1,875 | 4 |
Male
| 176 | 3 | 3 |
Research Director
| 2 |
Married
| 13,991 | 153,901 | 4 |
Y
|
Yes
| 18 | 1 | 1 | 80 | 3 | 26 | 4 | 1 | 1 | 1 | 1 | 1 |
18 |
No
|
Travel_Frequently
| 847 |
Hardware
| 5 | 1 |
Marketing
| 1 | 1,876 | 3 |
Male
| 142 | 1 | 5 |
Sales Representative
| 4 |
Single
| 17,144 | 411,456 | 5 |
Y
|
No
| 19 | 2 | 2 | 80 | 4 | 19 | 6 | 1 | 3 | 3 | 1 | 2 |
24 |
Yes
|
Travel_Frequently
| 714 |
Research & Development
| 38 | 4 |
Life Sciences
| 1 | 1,877 | 3 |
Male
| 199 | 1 | 1 |
Laboratory Technician
| 2 |
Single
| 23,967 | 191,736 | 3 |
Y
|
Yes
| 0 | 3 | 3 | 80 | 2 | 8 | 1 | 1 | 6 | 4 | 1 | 4 |
42 |
Yes
|
Travel_Frequently
| 388 |
Human Resources
| 13 | 1 |
Other
| 1 | 1,878 | 4 |
Female
| 167 | 1 | 2 |
Research Scientist
| 3 |
Married
| 36,153 | 1,084,590 | 4 |
Y
|
Yes
| 18 | 1 | 4 | 80 | 1 | 13 | 6 | 4 | 8 | 5 | 6 | 1 |
27 |
Yes
|
Travel_Frequently
| 735 |
Research & Development
| 2 | 1 |
Medical
| 1 | 1,879 | 1 |
Female
| 149 | 2 | 1 |
Sales Representative
| 3 |
Divorced
| 28,752 | 603,792 | 6 |
Y
|
Yes
| 6 | 4 | 3 | 80 | 4 | 16 | 2 | 4 | 4 | 1 | 4 | 1 |
25 |
No
|
Travel_Rarely
| 1,429 |
Software
| 31 | 3 |
Life Sciences
| 1 | 1,880 | 2 |
Male
| 147 | 3 | 4 |
Human Resources
| 4 |
Single
| 32,533 | 227,731 | 0 |
Y
|
No
| 12 | 3 | 1 | 80 | 1 | 23 | 1 | 2 | 19 | 11 | 3 | 7 |
40 |
Yes
|
Non-Travel
| 911 |
Software
| 35 | 3 |
Technical Degree
| 1 | 1,881 | 3 |
Female
| 181 | 3 | 5 |
Manager
| 3 |
Single
| 41,647 | 874,587 | 1 |
Y
|
No
| 18 | 2 | 4 | 80 | 3 | 39 | 4 | 4 | 28 | 12 | 2 | 18 |
55 |
No
|
Travel_Rarely
| 1,231 |
Sales
| 6 | 3 |
Other
| 1 | 1,882 | 4 |
Male
| 163 | 1 | 3 |
Research Scientist
| 3 |
Married
| 34,093 | 306,837 | 7 |
Y
|
Yes
| 0 | 1 | 4 | 80 | 4 | 8 | 3 | 4 | 7 | 5 | 1 | 3 |
43 |
Yes
|
Non-Travel
| 974 |
Hardware
| 26 | 5 |
Other
| 1 | 1,883 | 4 |
Female
| 48 | 3 | 1 |
Manager
| 2 |
Divorced
| 25,275 | 303,300 | 7 |
Y
|
No
| 27 | 3 | 3 | 80 | 1 | 31 | 1 | 4 | 29 | 29 | 12 | 21 |
54 |
No
|
Travel_Rarely
| 410 |
Research & Development
| 47 | 5 |
Technical Degree
| 1 | 1,884 | 3 |
Male
| 151 | 4 | 2 |
Sales Executive
| 3 |
Married
| 36,968 | 73,936 | 0 |
Y
|
No
| 30 | 2 | 4 | 80 | 1 | 17 | 5 | 4 | 17 | 17 | 2 | 1 |
37 |
No
|
Non-Travel
| 600 |
Human Resources
| 1 | 2 |
Medical
| 1 | 1,885 | 4 |
Female
| 67 | 2 | 5 |
Research Director
| 2 |
Divorced
| 24,559 | 368,385 | 2 |
Y
|
Yes
| 0 | 4 | 4 | 80 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 |
38 |
Yes
|
Non-Travel
| 186 |
Research & Development
| 33 | 3 |
Medical
| 1 | 1,886 | 4 |
Male
| 104 | 2 | 2 |
Manufacturing Director
| 3 |
Married
| 24,832 | 74,496 | 3 |
Y
|
Yes
| 5 | 2 | 1 | 80 | 1 | 36 | 4 | 2 | 5 | 5 | 4 | 4 |
32 |
Yes
|
Non-Travel
| 1,407 |
Software
| 16 | 3 |
Technical Degree
| 1 | 1,887 | 4 |
Male
| 110 | 3 | 5 |
Human Resources
| 4 |
Married
| 28,030 | 168,180 | 2 |
Y
|
No
| 0 | 3 | 3 | 80 | 3 | 21 | 5 | 3 | 12 | 10 | 3 | 9 |
22 |
Yes
|
Travel_Rarely
| 103 |
Software
| 41 | 1 |
Other
| 1 | 1,888 | 2 |
Male
| 60 | 3 | 2 |
Laboratory Technician
| 3 |
Divorced
| 20,339 | 508,475 | 1 |
Y
|
Yes
| 44 | 4 | 1 | 80 | 4 | 32 | 5 | 2 | 5 | 2 | 4 | 3 |
34 |
No
|
Non-Travel
| 620 |
Hardware
| 23 | 3 |
Other
| 1 | 1,889 | 2 |
Male
| 125 | 1 | 4 |
Human Resources
| 2 |
Married
| 43,389 | 86,778 | 0 |
Y
|
Yes
| 7 | 4 | 1 | 80 | 2 | 26 | 4 | 3 | 14 | 8 | 6 | 11 |
53 |
Yes
|
Travel_Rarely
| 1,109 |
Support
| 25 | 2 |
Life Sciences
| 1 | 1,890 | 2 |
Male
| 167 | 1 | 1 |
Manufacturing Director
| 2 |
Married
| 23,479 | 680,891 | 2 |
Y
|
Yes
| 45 | 3 | 2 | 80 | 3 | 23 | 3 | 3 | 10 | 7 | 8 | 10 |
27 |
Yes
|
Travel_Frequently
| 1,397 |
Hardware
| 36 | 4 |
Marketing
| 1 | 1,891 | 3 |
Female
| 91 | 2 | 4 |
Laboratory Technician
| 3 |
Married
| 35,759 | 393,349 | 6 |
Y
|
No
| 12 | 4 | 2 | 80 | 2 | 29 | 3 | 3 | 2 | 2 | 1 | 2 |
44 |
Yes
|
Travel_Rarely
| 972 |
Support
| 5 | 5 |
Life Sciences
| 1 | 1,892 | 3 |
Male
| 185 | 1 | 2 |
Developer
| 3 |
Married
| 4,031 | 24,186 | 5 |
Y
|
Yes
| 21 | 2 | 1 | 80 | 1 | 7 | 3 | 2 | 4 | 4 | 1 | 3 |
57 |
Yes
|
Non-Travel
| 732 |
Human Resources
| 44 | 5 |
Medical
| 1 | 1,893 | 3 |
Female
| 76 | 3 | 4 |
Manager
| 3 |
Married
| 39,579 | 791,580 | 1 |
Y
|
No
| 34 | 4 | 1 | 80 | 3 | 39 | 1 | 1 | 34 | 10 | 1 | 25 |
37 |
No
|
Non-Travel
| 214 |
Human Resources
| 11 | 4 |
Marketing
| 1 | 1,894 | 2 |
Male
| 159 | 3 | 1 |
Sales Representative
| 4 |
Single
| 27,809 | 361,517 | 3 |
Y
|
No
| 28 | 4 | 1 | 80 | 2 | 32 | 5 | 2 | 8 | 8 | 5 | 6 |
42 |
Yes
|
Travel_Rarely
| 224 |
Support
| 24 | 4 |
Human Resources
| 1 | 1,895 | 4 |
Female
| 95 | 3 | 3 |
Laboratory Technician
| 2 |
Single
| 17,562 | 491,736 | 2 |
Y
|
No
| 46 | 1 | 1 | 80 | 3 | 12 | 3 | 2 | 6 | 3 | 2 | 6 |
59 |
Yes
|
Travel_Rarely
| 649 |
Human Resources
| 22 | 2 |
Life Sciences
| 1 | 1,896 | 3 |
Female
| 176 | 3 | 1 |
Laboratory Technician
| 2 |
Married
| 8,888 | 222,200 | 5 |
Y
|
Yes
| 39 | 1 | 2 | 80 | 1 | 22 | 6 | 2 | 5 | 3 | 2 | 2 |
30 |
No
|
Travel_Rarely
| 1,349 |
Research & Development
| 16 | 1 |
Marketing
| 1 | 1,897 | 4 |
Male
| 30 | 2 | 3 |
Developer
| 4 |
Single
| 2,664 | 42,624 | 2 |
Y
|
No
| 21 | 4 | 2 | 80 | 3 | 15 | 3 | 3 | 15 | 2 | 3 | 11 |
37 |
Yes
|
Travel_Rarely
| 1,382 |
Human Resources
| 29 | 5 |
Technical Degree
| 1 | 1,898 | 3 |
Male
| 179 | 1 | 2 |
Developer
| 1 |
Married
| 42,483 | 849,660 | 0 |
Y
|
Yes
| 17 | 3 | 2 | 80 | 4 | 23 | 6 | 4 | 14 | 12 | 7 | 5 |
40 |
No
|
Travel_Frequently
| 393 |
Sales
| 2 | 2 |
Other
| 1 | 1,899 | 3 |
Female
| 62 | 1 | 2 |
Human Resources
| 4 |
Divorced
| 21,495 | 128,970 | 6 |
Y
|
No
| 33 | 2 | 2 | 80 | 3 | 29 | 4 | 2 | 25 | 8 | 3 | 9 |
31 |
No
|
Travel_Frequently
| 301 |
Software
| 12 | 3 |
Medical
| 1 | 1,900 | 1 |
Male
| 42 | 3 | 5 |
Manager
| 1 |
Married
| 35,691 | 713,820 | 6 |
Y
|
No
| 48 | 4 | 4 | 80 | 1 | 21 | 1 | 1 | 15 | 5 | 13 | 12 |
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