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
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
31 |
No
|
Non-Travel
| 918 |
Human Resources
| 36 | 4 |
Marketing
| 1 | 2,701 | 4 |
Female
| 152 | 2 | 4 |
Manager
| 3 |
Divorced
| 4,978 | 34,846 | 2 |
Y
|
No
| 21 | 1 | 4 | 80 | 2 | 3 | 6 | 3 | 2 | 2 | 1 | 1 |
22 |
No
|
Travel_Rarely
| 1,259 |
Research & Development
| 13 | 2 |
Human Resources
| 1 | 2,702 | 1 |
Female
| 48 | 1 | 2 |
Developer
| 1 |
Divorced
| 41,244 | 494,928 | 6 |
Y
|
No
| 23 | 1 | 1 | 80 | 3 | 30 | 5 | 1 | 18 | 3 | 18 | 18 |
37 |
Yes
|
Travel_Frequently
| 1,233 |
Sales
| 11 | 4 |
Human Resources
| 1 | 2,703 | 4 |
Male
| 86 | 2 | 2 |
Manager
| 4 |
Divorced
| 33,935 | 712,635 | 1 |
Y
|
Yes
| 40 | 3 | 4 | 80 | 3 | 34 | 5 | 2 | 28 | 16 | 25 | 17 |
37 |
No
|
Travel_Frequently
| 1,464 |
Human Resources
| 40 | 5 |
Medical
| 1 | 2,704 | 3 |
Male
| 92 | 1 | 1 |
Research Director
| 3 |
Divorced
| 28,208 | 451,328 | 4 |
Y
|
Yes
| 19 | 1 | 3 | 80 | 3 | 19 | 2 | 3 | 6 | 6 | 2 | 1 |
40 |
No
|
Travel_Frequently
| 1,300 |
Software
| 17 | 1 |
Technical Degree
| 1 | 2,705 | 2 |
Male
| 70 | 4 | 5 |
Healthcare Representative
| 3 |
Divorced
| 12,574 | 62,870 | 1 |
Y
|
Yes
| 40 | 1 | 3 | 80 | 1 | 15 | 3 | 2 | 9 | 3 | 6 | 6 |
46 |
No
|
Non-Travel
| 759 |
Sales
| 34 | 4 |
Medical
| 1 | 2,706 | 2 |
Male
| 66 | 1 | 5 |
Developer
| 3 |
Divorced
| 36,638 | 586,208 | 3 |
Y
|
Yes
| 9 | 3 | 2 | 80 | 3 | 33 | 1 | 2 | 1 | 1 | 1 | 1 |
42 |
Yes
|
Non-Travel
| 691 |
Sales
| 15 | 5 |
Technical Degree
| 1 | 2,707 | 3 |
Male
| 165 | 3 | 1 |
Laboratory Technician
| 1 |
Single
| 43,692 | 87,384 | 0 |
Y
|
No
| 13 | 1 | 2 | 80 | 3 | 5 | 1 | 2 | 5 | 2 | 2 | 4 |
54 |
No
|
Travel_Frequently
| 939 |
Research & Development
| 5 | 3 |
Life Sciences
| 1 | 2,708 | 4 |
Female
| 58 | 4 | 1 |
Research Scientist
| 1 |
Divorced
| 3,964 | 71,352 | 1 |
Y
|
Yes
| 38 | 1 | 1 | 80 | 1 | 38 | 2 | 2 | 19 | 14 | 16 | 15 |
45 |
No
|
Travel_Frequently
| 805 |
Support
| 10 | 1 |
Human Resources
| 1 | 2,709 | 1 |
Male
| 131 | 2 | 5 |
Manufacturing Director
| 4 |
Married
| 40,218 | 925,014 | 2 |
Y
|
No
| 37 | 3 | 2 | 80 | 1 | 37 | 5 | 2 | 27 | 27 | 7 | 25 |
51 |
Yes
|
Non-Travel
| 385 |
Software
| 48 | 5 |
Human Resources
| 1 | 2,710 | 2 |
Male
| 92 | 3 | 3 |
Sales Representative
| 2 |
Married
| 8,381 | 83,810 | 4 |
Y
|
Yes
| 12 | 3 | 4 | 80 | 3 | 13 | 4 | 2 | 7 | 5 | 6 | 6 |
20 |
Yes
|
Travel_Rarely
| 1,068 |
Research & Development
| 30 | 2 |
Medical
| 1 | 2,711 | 1 |
Male
| 53 | 2 | 2 |
Sales Executive
| 2 |
Divorced
| 20,114 | 301,710 | 4 |
Y
|
No
| 8 | 1 | 2 | 80 | 4 | 20 | 5 | 4 | 1 | 1 | 1 | 1 |
44 |
No
|
Non-Travel
| 264 |
Hardware
| 33 | 4 |
Life Sciences
| 1 | 2,712 | 1 |
Male
| 194 | 3 | 2 |
Research Director
| 3 |
Single
| 25,752 | 566,544 | 3 |
Y
|
Yes
| 12 | 3 | 1 | 80 | 3 | 12 | 5 | 1 | 2 | 1 | 2 | 2 |
38 |
No
|
Non-Travel
| 979 |
Sales
| 31 | 3 |
Marketing
| 1 | 2,713 | 1 |
Male
| 35 | 1 | 5 |
Developer
| 1 |
Married
| 46,780 | 280,680 | 2 |
Y
|
No
| 18 | 4 | 4 | 80 | 2 | 14 | 5 | 1 | 14 | 9 | 10 | 6 |
25 |
Yes
|
Non-Travel
| 137 |
Human Resources
| 47 | 2 |
Life Sciences
| 1 | 2,714 | 3 |
Male
| 49 | 1 | 2 |
Manager
| 1 |
Married
| 29,688 | 712,512 | 6 |
Y
|
No
| 48 | 4 | 3 | 80 | 3 | 37 | 2 | 4 | 37 | 33 | 22 | 11 |
32 |
Yes
|
Travel_Frequently
| 790 |
Support
| 19 | 4 |
Marketing
| 1 | 2,715 | 2 |
Female
| 120 | 4 | 2 |
Developer
| 3 |
Married
| 13,405 | 80,430 | 1 |
Y
|
No
| 30 | 4 | 3 | 80 | 3 | 12 | 6 | 4 | 3 | 3 | 2 | 1 |
27 |
No
|
Travel_Rarely
| 800 |
Sales
| 5 | 3 |
Human Resources
| 1 | 2,716 | 1 |
Female
| 167 | 4 | 1 |
Research Scientist
| 4 |
Divorced
| 1,968 | 17,712 | 7 |
Y
|
No
| 7 | 3 | 1 | 80 | 3 | 27 | 1 | 1 | 22 | 20 | 11 | 19 |
37 |
Yes
|
Travel_Frequently
| 934 |
Hardware
| 14 | 2 |
Human Resources
| 1 | 2,717 | 1 |
Male
| 76 | 4 | 5 |
Sales Representative
| 2 |
Single
| 32,197 | 160,985 | 7 |
Y
|
Yes
| 14 | 3 | 3 | 80 | 2 | 28 | 4 | 1 | 5 | 1 | 2 | 3 |
26 |
Yes
|
Non-Travel
| 299 |
Software
| 18 | 1 |
Other
| 1 | 2,718 | 2 |
Female
| 138 | 1 | 3 |
Sales Executive
| 2 |
Married
| 33,004 | 396,048 | 1 |
Y
|
Yes
| 35 | 4 | 1 | 80 | 1 | 16 | 5 | 4 | 11 | 3 | 6 | 10 |
43 |
No
|
Travel_Rarely
| 701 |
Sales
| 23 | 1 |
Life Sciences
| 1 | 2,719 | 2 |
Male
| 123 | 1 | 2 |
Developer
| 3 |
Divorced
| 1,942 | 38,840 | 1 |
Y
|
Yes
| 14 | 4 | 3 | 80 | 2 | 33 | 1 | 3 | 12 | 10 | 8 | 10 |
36 |
No
|
Travel_Frequently
| 240 |
Human Resources
| 23 | 1 |
Life Sciences
| 1 | 2,720 | 2 |
Female
| 98 | 4 | 5 |
Sales Executive
| 4 |
Single
| 4,532 | 135,960 | 0 |
Y
|
No
| 38 | 2 | 2 | 80 | 4 | 40 | 2 | 3 | 26 | 18 | 8 | 21 |
37 |
Yes
|
Travel_Frequently
| 1,181 |
Support
| 40 | 3 |
Life Sciences
| 1 | 2,721 | 4 |
Male
| 106 | 4 | 3 |
Sales Executive
| 3 |
Divorced
| 39,812 | 875,864 | 7 |
Y
|
Yes
| 26 | 4 | 4 | 80 | 2 | 5 | 6 | 1 | 5 | 2 | 5 | 5 |
53 |
No
|
Travel_Frequently
| 632 |
Hardware
| 27 | 1 |
Life Sciences
| 1 | 2,722 | 1 |
Male
| 46 | 3 | 4 |
Research Scientist
| 1 |
Divorced
| 9,217 | 46,085 | 5 |
Y
|
Yes
| 20 | 4 | 1 | 80 | 2 | 35 | 5 | 4 | 29 | 18 | 6 | 19 |
34 |
No
|
Travel_Rarely
| 1,059 |
Research & Development
| 43 | 5 |
Marketing
| 1 | 2,723 | 3 |
Female
| 154 | 1 | 4 |
Developer
| 4 |
Single
| 25,873 | 517,460 | 5 |
Y
|
Yes
| 1 | 2 | 4 | 80 | 3 | 21 | 1 | 2 | 9 | 1 | 4 | 6 |
31 |
No
|
Travel_Frequently
| 1,085 |
Support
| 36 | 4 |
Technical Degree
| 1 | 2,724 | 2 |
Male
| 131 | 2 | 3 |
Manufacturing Director
| 3 |
Divorced
| 24,359 | 170,513 | 6 |
Y
|
No
| 5 | 3 | 4 | 80 | 2 | 25 | 2 | 3 | 24 | 1 | 19 | 7 |
31 |
Yes
|
Travel_Frequently
| 801 |
Research & Development
| 35 | 2 |
Life Sciences
| 1 | 2,725 | 2 |
Female
| 75 | 4 | 3 |
Developer
| 2 |
Divorced
| 21,223 | 318,345 | 3 |
Y
|
No
| 18 | 2 | 4 | 80 | 4 | 23 | 3 | 4 | 20 | 13 | 5 | 9 |
54 |
No
|
Travel_Frequently
| 1,313 |
Human Resources
| 24 | 5 |
Human Resources
| 1 | 2,726 | 1 |
Male
| 74 | 3 | 3 |
Healthcare Representative
| 1 |
Single
| 19,386 | 484,650 | 3 |
Y
|
No
| 38 | 3 | 4 | 80 | 1 | 26 | 1 | 2 | 19 | 19 | 5 | 6 |
45 |
No
|
Travel_Rarely
| 291 |
Software
| 42 | 4 |
Marketing
| 1 | 2,727 | 1 |
Female
| 94 | 4 | 2 |
Manager
| 3 |
Divorced
| 33,204 | 531,264 | 8 |
Y
|
No
| 15 | 4 | 2 | 80 | 3 | 16 | 1 | 3 | 6 | 1 | 2 | 3 |
42 |
Yes
|
Travel_Rarely
| 1,250 |
Software
| 17 | 1 |
Other
| 1 | 2,728 | 1 |
Male
| 47 | 4 | 1 |
Research Director
| 4 |
Married
| 39,327 | 393,270 | 1 |
Y
|
No
| 4 | 2 | 3 | 80 | 2 | 8 | 1 | 1 | 3 | 2 | 1 | 3 |
26 |
Yes
|
Non-Travel
| 581 |
Hardware
| 19 | 5 |
Human Resources
| 1 | 2,729 | 3 |
Male
| 105 | 1 | 3 |
Research Scientist
| 1 |
Single
| 13,620 | 381,360 | 8 |
Y
|
Yes
| 42 | 2 | 3 | 80 | 3 | 32 | 3 | 1 | 6 | 2 | 4 | 6 |
34 |
Yes
|
Travel_Rarely
| 1,429 |
Software
| 11 | 3 |
Medical
| 1 | 2,730 | 3 |
Male
| 90 | 1 | 5 |
Research Scientist
| 2 |
Single
| 18,950 | 322,150 | 8 |
Y
|
Yes
| 17 | 2 | 4 | 80 | 1 | 12 | 2 | 1 | 3 | 2 | 1 | 2 |
54 |
Yes
|
Travel_Frequently
| 1,099 |
Hardware
| 7 | 4 |
Life Sciences
| 1 | 2,731 | 2 |
Male
| 131 | 3 | 5 |
Healthcare Representative
| 4 |
Divorced
| 38,397 | 614,352 | 6 |
Y
|
No
| 17 | 4 | 2 | 80 | 2 | 27 | 3 | 4 | 20 | 19 | 8 | 6 |
28 |
Yes
|
Travel_Rarely
| 438 |
Research & Development
| 13 | 4 |
Life Sciences
| 1 | 2,732 | 4 |
Female
| 114 | 4 | 1 |
Manager
| 3 |
Single
| 44,746 | 671,190 | 8 |
Y
|
Yes
| 43 | 3 | 1 | 80 | 3 | 29 | 5 | 1 | 18 | 13 | 10 | 5 |
39 |
No
|
Non-Travel
| 886 |
Research & Development
| 28 | 4 |
Marketing
| 1 | 2,733 | 1 |
Female
| 92 | 3 | 4 |
Healthcare Representative
| 3 |
Divorced
| 29,634 | 829,752 | 6 |
Y
|
Yes
| 8 | 2 | 1 | 80 | 4 | 33 | 6 | 3 | 17 | 17 | 14 | 6 |
46 |
Yes
|
Travel_Rarely
| 612 |
Sales
| 13 | 3 |
Other
| 1 | 2,734 | 3 |
Female
| 57 | 4 | 4 |
Laboratory Technician
| 3 |
Divorced
| 44,456 | 711,296 | 1 |
Y
|
No
| 4 | 2 | 4 | 80 | 1 | 27 | 1 | 1 | 25 | 9 | 20 | 9 |
33 |
Yes
|
Travel_Rarely
| 106 |
Sales
| 21 | 3 |
Human Resources
| 1 | 2,735 | 4 |
Female
| 131 | 2 | 2 |
Healthcare Representative
| 1 |
Single
| 43,464 | 999,672 | 0 |
Y
|
No
| 6 | 3 | 4 | 80 | 1 | 31 | 1 | 2 | 5 | 3 | 4 | 4 |
39 |
Yes
|
Travel_Rarely
| 1,251 |
Human Resources
| 6 | 5 |
Medical
| 1 | 2,736 | 3 |
Male
| 104 | 1 | 4 |
Sales Representative
| 2 |
Married
| 46,325 | 463,250 | 5 |
Y
|
Yes
| 22 | 3 | 4 | 80 | 2 | 37 | 6 | 2 | 21 | 15 | 19 | 4 |
53 |
No
|
Non-Travel
| 1,290 |
Support
| 44 | 4 |
Life Sciences
| 1 | 2,737 | 2 |
Male
| 31 | 2 | 4 |
Manufacturing Director
| 1 |
Single
| 9,681 | 232,344 | 7 |
Y
|
Yes
| 27 | 1 | 2 | 80 | 4 | 12 | 1 | 2 | 8 | 6 | 3 | 1 |
56 |
Yes
|
Travel_Frequently
| 1,037 |
Human Resources
| 22 | 3 |
Human Resources
| 1 | 2,738 | 2 |
Female
| 100 | 3 | 3 |
Sales Representative
| 3 |
Single
| 12,769 | 89,383 | 4 |
Y
|
Yes
| 2 | 2 | 4 | 80 | 1 | 23 | 5 | 3 | 15 | 11 | 4 | 8 |
26 |
No
|
Travel_Frequently
| 268 |
Software
| 5 | 1 |
Marketing
| 1 | 2,739 | 4 |
Female
| 68 | 2 | 5 |
Research Scientist
| 3 |
Divorced
| 21,558 | 21,558 | 1 |
Y
|
No
| 45 | 4 | 1 | 80 | 2 | 17 | 2 | 2 | 3 | 1 | 3 | 1 |
50 |
No
|
Travel_Frequently
| 854 |
Research & Development
| 27 | 4 |
Life Sciences
| 1 | 2,740 | 2 |
Female
| 57 | 4 | 3 |
Healthcare Representative
| 1 |
Divorced
| 15,643 | 203,359 | 1 |
Y
|
Yes
| 26 | 3 | 3 | 80 | 2 | 36 | 2 | 2 | 17 | 3 | 8 | 3 |
32 |
No
|
Travel_Frequently
| 554 |
Hardware
| 38 | 4 |
Medical
| 1 | 2,741 | 1 |
Male
| 50 | 3 | 2 |
Research Director
| 4 |
Divorced
| 36,801 | 220,806 | 2 |
Y
|
Yes
| 13 | 2 | 1 | 80 | 2 | 17 | 3 | 4 | 3 | 2 | 2 | 3 |
42 |
Yes
|
Travel_Rarely
| 1,356 |
Hardware
| 48 | 2 |
Human Resources
| 1 | 2,742 | 1 |
Female
| 89 | 3 | 2 |
Human Resources
| 4 |
Divorced
| 32,798 | 524,768 | 7 |
Y
|
Yes
| 22 | 2 | 2 | 80 | 1 | 18 | 3 | 3 | 15 | 3 | 1 | 13 |
54 |
Yes
|
Travel_Frequently
| 1,222 |
Research & Development
| 8 | 1 |
Marketing
| 1 | 2,743 | 4 |
Male
| 166 | 1 | 3 |
Human Resources
| 4 |
Divorced
| 13,069 | 39,207 | 0 |
Y
|
No
| 44 | 3 | 4 | 80 | 4 | 3 | 4 | 2 | 2 | 1 | 2 | 2 |
19 |
No
|
Non-Travel
| 1,197 |
Sales
| 48 | 2 |
Marketing
| 1 | 2,744 | 3 |
Male
| 66 | 2 | 4 |
Developer
| 4 |
Divorced
| 8,117 | 113,638 | 0 |
Y
|
Yes
| 31 | 1 | 2 | 80 | 1 | 38 | 5 | 4 | 4 | 4 | 4 | 1 |
31 |
No
|
Travel_Frequently
| 1,153 |
Research & Development
| 24 | 5 |
Technical Degree
| 1 | 2,745 | 3 |
Male
| 138 | 2 | 4 |
Manager
| 1 |
Single
| 14,007 | 294,147 | 2 |
Y
|
No
| 47 | 2 | 3 | 80 | 1 | 38 | 3 | 3 | 26 | 23 | 18 | 22 |
60 |
Yes
|
Travel_Rarely
| 789 |
Hardware
| 36 | 1 |
Medical
| 1 | 2,746 | 4 |
Female
| 137 | 3 | 5 |
Sales Representative
| 4 |
Married
| 29,712 | 326,832 | 2 |
Y
|
Yes
| 39 | 1 | 4 | 80 | 4 | 13 | 3 | 4 | 5 | 5 | 1 | 5 |
44 |
No
|
Non-Travel
| 1,188 |
Hardware
| 29 | 1 |
Life Sciences
| 1 | 2,747 | 2 |
Male
| 47 | 1 | 1 |
Sales Representative
| 1 |
Divorced
| 34,218 | 171,090 | 5 |
Y
|
No
| 3 | 3 | 3 | 80 | 3 | 26 | 4 | 4 | 22 | 15 | 22 | 18 |
44 |
No
|
Travel_Rarely
| 1,372 |
Software
| 19 | 4 |
Other
| 1 | 2,748 | 1 |
Male
| 105 | 2 | 3 |
Manufacturing Director
| 3 |
Divorced
| 43,472 | 217,360 | 2 |
Y
|
Yes
| 23 | 2 | 1 | 80 | 2 | 29 | 3 | 2 | 27 | 23 | 20 | 19 |
54 |
Yes
|
Travel_Frequently
| 154 |
Software
| 28 | 3 |
Human Resources
| 1 | 2,749 | 1 |
Male
| 89 | 4 | 5 |
Manufacturing Director
| 2 |
Divorced
| 4,125 | 20,625 | 0 |
Y
|
No
| 6 | 3 | 1 | 80 | 1 | 18 | 4 | 1 | 14 | 12 | 6 | 11 |
56 |
No
|
Travel_Frequently
| 770 |
Human Resources
| 39 | 1 |
Technical Degree
| 1 | 2,750 | 2 |
Female
| 98 | 2 | 2 |
Research Scientist
| 3 |
Divorced
| 31,655 | 443,170 | 8 |
Y
|
Yes
| 20 | 2 | 1 | 80 | 2 | 2 | 3 | 3 | 2 | 1 | 1 | 2 |
52 |
No
|
Non-Travel
| 624 |
Human Resources
| 33 | 2 |
Other
| 1 | 2,751 | 3 |
Male
| 155 | 2 | 4 |
Laboratory Technician
| 2 |
Divorced
| 48,148 | 962,960 | 8 |
Y
|
No
| 25 | 2 | 1 | 80 | 2 | 15 | 4 | 3 | 4 | 2 | 2 | 2 |
53 |
No
|
Travel_Rarely
| 137 |
Research & Development
| 37 | 2 |
Human Resources
| 1 | 2,752 | 3 |
Female
| 66 | 1 | 2 |
Healthcare Representative
| 4 |
Single
| 48,704 | 1,217,600 | 0 |
Y
|
No
| 26 | 2 | 1 | 80 | 2 | 20 | 3 | 1 | 11 | 6 | 5 | 1 |
20 |
Yes
|
Travel_Frequently
| 1,448 |
Research & Development
| 19 | 3 |
Human Resources
| 1 | 2,753 | 4 |
Male
| 173 | 3 | 1 |
Manager
| 4 |
Single
| 32,140 | 739,220 | 8 |
Y
|
No
| 1 | 4 | 2 | 80 | 1 | 38 | 6 | 2 | 28 | 24 | 23 | 23 |
42 |
No
|
Travel_Rarely
| 1,336 |
Research & Development
| 13 | 1 |
Technical Degree
| 1 | 2,754 | 1 |
Female
| 147 | 3 | 1 |
Research Scientist
| 2 |
Divorced
| 18,973 | 265,622 | 0 |
Y
|
Yes
| 12 | 2 | 3 | 80 | 3 | 32 | 4 | 3 | 11 | 8 | 5 | 1 |
43 |
No
|
Non-Travel
| 633 |
Hardware
| 44 | 1 |
Marketing
| 1 | 2,755 | 3 |
Male
| 133 | 3 | 4 |
Research Scientist
| 2 |
Divorced
| 48,520 | 145,560 | 8 |
Y
|
Yes
| 35 | 1 | 2 | 80 | 3 | 2 | 5 | 3 | 1 | 1 | 1 | 1 |
25 |
Yes
|
Travel_Frequently
| 177 |
Software
| 6 | 1 |
Technical Degree
| 1 | 2,756 | 1 |
Female
| 186 | 1 | 2 |
Research Director
| 3 |
Divorced
| 13,559 | 13,559 | 7 |
Y
|
No
| 47 | 3 | 2 | 80 | 2 | 34 | 6 | 3 | 15 | 13 | 9 | 13 |
26 |
Yes
|
Travel_Frequently
| 320 |
Sales
| 1 | 2 |
Technical Degree
| 1 | 2,757 | 4 |
Male
| 138 | 3 | 4 |
Developer
| 2 |
Married
| 50,038 | 200,152 | 3 |
Y
|
Yes
| 30 | 1 | 2 | 80 | 2 | 25 | 4 | 3 | 9 | 3 | 6 | 9 |
59 |
Yes
|
Non-Travel
| 660 |
Sales
| 16 | 5 |
Marketing
| 1 | 2,758 | 1 |
Female
| 196 | 4 | 1 |
Research Director
| 3 |
Single
| 35,924 | 143,696 | 5 |
Y
|
Yes
| 35 | 3 | 1 | 80 | 4 | 34 | 3 | 1 | 4 | 2 | 3 | 4 |
55 |
No
|
Travel_Frequently
| 309 |
Software
| 39 | 1 |
Medical
| 1 | 2,759 | 4 |
Male
| 164 | 3 | 2 |
Manager
| 3 |
Single
| 5,609 | 84,135 | 0 |
Y
|
Yes
| 11 | 4 | 4 | 80 | 1 | 13 | 6 | 3 | 4 | 4 | 4 | 4 |
52 |
Yes
|
Travel_Frequently
| 120 |
Support
| 31 | 5 |
Human Resources
| 1 | 2,760 | 4 |
Female
| 143 | 2 | 3 |
Healthcare Representative
| 4 |
Married
| 8,491 | 127,365 | 6 |
Y
|
No
| 29 | 1 | 1 | 80 | 4 | 20 | 5 | 3 | 18 | 5 | 7 | 11 |
33 |
No
|
Travel_Rarely
| 588 |
Software
| 20 | 2 |
Life Sciences
| 1 | 2,761 | 1 |
Female
| 140 | 4 | 1 |
Sales Executive
| 2 |
Single
| 14,153 | 226,448 | 1 |
Y
|
No
| 45 | 3 | 4 | 80 | 1 | 37 | 5 | 3 | 30 | 5 | 18 | 22 |
28 |
Yes
|
Non-Travel
| 552 |
Research & Development
| 22 | 1 |
Human Resources
| 1 | 2,762 | 3 |
Male
| 46 | 2 | 5 |
Human Resources
| 2 |
Divorced
| 14,903 | 447,090 | 0 |
Y
|
No
| 3 | 3 | 2 | 80 | 3 | 19 | 4 | 3 | 4 | 3 | 2 | 4 |
34 |
Yes
|
Travel_Frequently
| 1,444 |
Sales
| 12 | 1 |
Life Sciences
| 1 | 2,763 | 3 |
Male
| 116 | 1 | 5 |
Manager
| 4 |
Married
| 24,890 | 522,690 | 1 |
Y
|
Yes
| 35 | 1 | 3 | 80 | 2 | 22 | 4 | 1 | 2 | 1 | 2 | 2 |
56 |
Yes
|
Travel_Frequently
| 904 |
Research & Development
| 6 | 2 |
Marketing
| 1 | 2,764 | 4 |
Female
| 86 | 2 | 3 |
Manufacturing Director
| 4 |
Divorced
| 15,138 | 121,104 | 7 |
Y
|
Yes
| 24 | 4 | 4 | 80 | 1 | 18 | 5 | 4 | 2 | 1 | 2 | 2 |
24 |
Yes
|
Travel_Frequently
| 1,272 |
Hardware
| 29 | 2 |
Marketing
| 1 | 2,765 | 4 |
Male
| 171 | 3 | 2 |
Sales Executive
| 3 |
Single
| 25,006 | 475,114 | 2 |
Y
|
Yes
| 24 | 1 | 1 | 80 | 1 | 33 | 1 | 2 | 32 | 15 | 25 | 6 |
40 |
No
|
Travel_Frequently
| 1,096 |
Support
| 1 | 4 |
Life Sciences
| 1 | 2,766 | 1 |
Female
| 83 | 3 | 2 |
Research Director
| 3 |
Married
| 13,157 | 13,157 | 8 |
Y
|
No
| 38 | 2 | 4 | 80 | 3 | 11 | 4 | 4 | 3 | 2 | 3 | 1 |
27 |
No
|
Non-Travel
| 981 |
Sales
| 50 | 2 |
Marketing
| 1 | 2,767 | 1 |
Female
| 111 | 3 | 2 |
Laboratory Technician
| 4 |
Divorced
| 18,142 | 90,710 | 2 |
Y
|
Yes
| 48 | 3 | 2 | 80 | 3 | 22 | 1 | 2 | 11 | 2 | 11 | 5 |
51 |
Yes
|
Travel_Rarely
| 1,290 |
Research & Development
| 28 | 4 |
Human Resources
| 1 | 2,768 | 4 |
Male
| 156 | 3 | 5 |
Sales Representative
| 4 |
Married
| 19,288 | 38,576 | 8 |
Y
|
Yes
| 17 | 4 | 2 | 80 | 4 | 11 | 2 | 3 | 10 | 3 | 1 | 1 |
55 |
Yes
|
Travel_Rarely
| 423 |
Research & Development
| 20 | 3 |
Technical Degree
| 1 | 2,769 | 1 |
Male
| 47 | 4 | 5 |
Research Scientist
| 1 |
Divorced
| 29,651 | 266,859 | 1 |
Y
|
No
| 16 | 1 | 3 | 80 | 2 | 16 | 3 | 2 | 16 | 4 | 6 | 15 |
52 |
Yes
|
Non-Travel
| 1,237 |
Research & Development
| 9 | 3 |
Technical Degree
| 1 | 2,770 | 2 |
Female
| 149 | 1 | 3 |
Sales Representative
| 4 |
Divorced
| 12,008 | 288,192 | 2 |
Y
|
Yes
| 17 | 1 | 4 | 80 | 3 | 22 | 1 | 1 | 10 | 8 | 10 | 5 |
38 |
Yes
|
Non-Travel
| 616 |
Support
| 17 | 3 |
Technical Degree
| 1 | 2,771 | 4 |
Male
| 107 | 4 | 2 |
Healthcare Representative
| 3 |
Single
| 37,034 | 37,034 | 4 |
Y
|
Yes
| 23 | 4 | 1 | 80 | 1 | 35 | 2 | 2 | 8 | 4 | 6 | 8 |
52 |
Yes
|
Travel_Frequently
| 732 |
Hardware
| 13 | 2 |
Human Resources
| 1 | 2,772 | 3 |
Female
| 58 | 1 | 4 |
Developer
| 3 |
Married
| 16,348 | 81,740 | 5 |
Y
|
Yes
| 25 | 4 | 3 | 80 | 1 | 32 | 3 | 4 | 1 | 1 | 1 | 1 |
46 |
No
|
Travel_Frequently
| 709 |
Hardware
| 21 | 2 |
Medical
| 1 | 2,773 | 3 |
Male
| 122 | 1 | 2 |
Sales Representative
| 4 |
Married
| 36,521 | 803,462 | 2 |
Y
|
Yes
| 43 | 2 | 2 | 80 | 2 | 23 | 3 | 3 | 19 | 1 | 4 | 6 |
29 |
No
|
Travel_Rarely
| 1,125 |
Human Resources
| 38 | 3 |
Marketing
| 1 | 2,774 | 3 |
Male
| 154 | 3 | 1 |
Sales Executive
| 4 |
Divorced
| 28,566 | 599,886 | 5 |
Y
|
Yes
| 12 | 2 | 2 | 80 | 3 | 7 | 6 | 2 | 4 | 2 | 1 | 2 |
21 |
Yes
|
Travel_Rarely
| 1,354 |
Software
| 4 | 2 |
Marketing
| 1 | 2,775 | 1 |
Female
| 197 | 3 | 4 |
Manufacturing Director
| 1 |
Divorced
| 19,220 | 96,100 | 4 |
Y
|
Yes
| 48 | 2 | 1 | 80 | 2 | 8 | 1 | 1 | 4 | 4 | 2 | 4 |
55 |
No
|
Non-Travel
| 1,188 |
Sales
| 35 | 5 |
Marketing
| 1 | 2,776 | 3 |
Male
| 42 | 3 | 1 |
Manager
| 3 |
Married
| 29,313 | 117,252 | 2 |
Y
|
Yes
| 46 | 4 | 2 | 80 | 1 | 38 | 5 | 1 | 26 | 11 | 2 | 5 |
24 |
Yes
|
Non-Travel
| 1,334 |
Hardware
| 43 | 5 |
Other
| 1 | 2,777 | 1 |
Male
| 162 | 3 | 5 |
Manager
| 4 |
Single
| 42,769 | 940,918 | 6 |
Y
|
No
| 11 | 4 | 1 | 80 | 4 | 10 | 1 | 1 | 8 | 7 | 3 | 2 |
49 |
Yes
|
Travel_Rarely
| 606 |
Software
| 32 | 4 |
Medical
| 1 | 2,778 | 4 |
Male
| 57 | 2 | 2 |
Sales Executive
| 1 |
Divorced
| 39,953 | 679,201 | 0 |
Y
|
No
| 7 | 4 | 3 | 80 | 4 | 17 | 4 | 3 | 3 | 1 | 1 | 3 |
23 |
No
|
Non-Travel
| 1,207 |
Human Resources
| 42 | 3 |
Technical Degree
| 1 | 2,779 | 2 |
Male
| 114 | 2 | 3 |
Research Scientist
| 3 |
Single
| 46,938 | 1,267,326 | 0 |
Y
|
No
| 20 | 4 | 1 | 80 | 1 | 40 | 3 | 3 | 31 | 15 | 22 | 8 |
59 |
No
|
Non-Travel
| 888 |
Support
| 20 | 5 |
Medical
| 1 | 2,780 | 2 |
Male
| 45 | 1 | 3 |
Research Scientist
| 1 |
Divorced
| 39,236 | 1,177,080 | 8 |
Y
|
No
| 34 | 3 | 2 | 80 | 3 | 32 | 6 | 2 | 4 | 2 | 1 | 4 |
29 |
No
|
Travel_Rarely
| 119 |
Hardware
| 6 | 1 |
Other
| 1 | 2,781 | 1 |
Female
| 142 | 3 | 3 |
Healthcare Representative
| 3 |
Married
| 24,112 | 361,680 | 2 |
Y
|
No
| 40 | 2 | 3 | 80 | 3 | 20 | 6 | 4 | 20 | 7 | 5 | 10 |
34 |
Yes
|
Non-Travel
| 862 |
Sales
| 14 | 2 |
Other
| 1 | 2,782 | 3 |
Female
| 49 | 1 | 3 |
Laboratory Technician
| 4 |
Divorced
| 20,017 | 240,204 | 4 |
Y
|
No
| 23 | 4 | 3 | 80 | 3 | 14 | 3 | 4 | 5 | 2 | 4 | 4 |
25 |
No
|
Travel_Frequently
| 251 |
Software
| 24 | 1 |
Other
| 1 | 2,783 | 2 |
Male
| 131 | 4 | 4 |
Research Scientist
| 3 |
Divorced
| 18,096 | 253,344 | 4 |
Y
|
Yes
| 10 | 4 | 2 | 80 | 4 | 18 | 6 | 3 | 6 | 2 | 6 | 4 |
18 |
Yes
|
Non-Travel
| 1,051 |
Research & Development
| 2 | 4 |
Marketing
| 1 | 2,784 | 4 |
Male
| 73 | 1 | 3 |
Sales Representative
| 1 |
Divorced
| 28,192 | 676,608 | 7 |
Y
|
No
| 25 | 1 | 2 | 80 | 4 | 1 | 5 | 1 | 1 | 1 | 1 | 1 |
26 |
No
|
Non-Travel
| 135 |
Sales
| 15 | 4 |
Medical
| 1 | 2,785 | 1 |
Female
| 68 | 2 | 1 |
Developer
| 4 |
Single
| 37,175 | 334,575 | 7 |
Y
|
No
| 5 | 1 | 4 | 80 | 3 | 10 | 6 | 2 | 8 | 4 | 3 | 6 |
50 |
Yes
|
Travel_Rarely
| 801 |
Software
| 27 | 4 |
Marketing
| 1 | 2,786 | 1 |
Female
| 111 | 2 | 5 |
Manager
| 3 |
Divorced
| 38,555 | 501,215 | 6 |
Y
|
Yes
| 49 | 2 | 1 | 80 | 3 | 7 | 2 | 1 | 3 | 3 | 3 | 3 |
57 |
Yes
|
Non-Travel
| 430 |
Hardware
| 42 | 5 |
Marketing
| 1 | 2,787 | 1 |
Male
| 128 | 1 | 1 |
Research Director
| 1 |
Divorced
| 29,871 | 238,968 | 3 |
Y
|
No
| 24 | 3 | 2 | 80 | 3 | 26 | 3 | 2 | 5 | 3 | 1 | 2 |
20 |
Yes
|
Travel_Frequently
| 347 |
Hardware
| 48 | 3 |
Human Resources
| 1 | 2,788 | 2 |
Female
| 112 | 2 | 4 |
Sales Executive
| 4 |
Divorced
| 34,753 | 173,765 | 2 |
Y
|
Yes
| 30 | 2 | 4 | 80 | 2 | 16 | 6 | 4 | 3 | 2 | 2 | 2 |
49 |
Yes
|
Non-Travel
| 1,275 |
Sales
| 4 | 2 |
Marketing
| 1 | 2,789 | 4 |
Male
| 171 | 1 | 5 |
Healthcare Representative
| 1 |
Married
| 34,335 | 721,035 | 7 |
Y
|
Yes
| 36 | 3 | 2 | 80 | 3 | 36 | 2 | 3 | 29 | 27 | 1 | 28 |
60 |
Yes
|
Travel_Rarely
| 797 |
Sales
| 36 | 3 |
Life Sciences
| 1 | 2,790 | 1 |
Male
| 106 | 1 | 1 |
Manufacturing Director
| 3 |
Married
| 23,031 | 322,434 | 0 |
Y
|
No
| 48 | 4 | 3 | 80 | 2 | 3 | 6 | 3 | 3 | 1 | 2 | 3 |
26 |
Yes
|
Travel_Rarely
| 106 |
Human Resources
| 40 | 3 |
Medical
| 1 | 2,791 | 1 |
Male
| 75 | 2 | 4 |
Healthcare Representative
| 1 |
Married
| 24,803 | 669,681 | 0 |
Y
|
No
| 47 | 3 | 1 | 80 | 4 | 40 | 6 | 3 | 1 | 1 | 1 | 1 |
40 |
Yes
|
Non-Travel
| 916 |
Sales
| 40 | 2 |
Life Sciences
| 1 | 2,792 | 4 |
Male
| 84 | 3 | 2 |
Manager
| 4 |
Divorced
| 21,953 | 175,624 | 7 |
Y
|
No
| 43 | 3 | 1 | 80 | 2 | 30 | 5 | 3 | 14 | 10 | 9 | 9 |
53 |
Yes
|
Travel_Frequently
| 581 |
Sales
| 42 | 4 |
Other
| 1 | 2,793 | 2 |
Female
| 125 | 4 | 3 |
Healthcare Representative
| 4 |
Single
| 41,066 | 1,026,650 | 5 |
Y
|
Yes
| 33 | 4 | 1 | 80 | 4 | 23 | 4 | 2 | 7 | 2 | 7 | 3 |
29 |
Yes
|
Non-Travel
| 1,184 |
Software
| 41 | 2 |
Marketing
| 1 | 2,794 | 1 |
Male
| 110 | 1 | 5 |
Healthcare Representative
| 1 |
Single
| 32,791 | 360,701 | 4 |
Y
|
Yes
| 15 | 2 | 2 | 80 | 3 | 4 | 5 | 2 | 2 | 1 | 2 | 1 |
22 |
No
|
Non-Travel
| 163 |
Research & Development
| 20 | 3 |
Human Resources
| 1 | 2,795 | 1 |
Female
| 34 | 1 | 4 |
Human Resources
| 3 |
Married
| 49,384 | 1,234,600 | 8 |
Y
|
Yes
| 31 | 4 | 3 | 80 | 3 | 34 | 4 | 3 | 3 | 1 | 3 | 1 |
54 |
Yes
|
Non-Travel
| 729 |
Support
| 19 | 1 |
Other
| 1 | 2,796 | 4 |
Female
| 185 | 4 | 1 |
Research Director
| 2 |
Divorced
| 7,758 | 209,466 | 2 |
Y
|
Yes
| 6 | 3 | 1 | 80 | 2 | 2 | 2 | 4 | 2 | 1 | 1 | 1 |
33 |
Yes
|
Travel_Frequently
| 1,331 |
Software
| 50 | 5 |
Technical Degree
| 1 | 2,797 | 4 |
Female
| 192 | 4 | 3 |
Sales Representative
| 4 |
Divorced
| 45,780 | 91,560 | 8 |
Y
|
Yes
| 47 | 3 | 4 | 80 | 4 | 8 | 4 | 1 | 3 | 3 | 3 | 2 |
45 |
No
|
Travel_Frequently
| 1,091 |
Support
| 7 | 1 |
Medical
| 1 | 2,798 | 4 |
Male
| 77 | 2 | 5 |
Sales Executive
| 2 |
Divorced
| 45,787 | 1,282,036 | 5 |
Y
|
Yes
| 1 | 1 | 2 | 80 | 4 | 21 | 3 | 4 | 13 | 12 | 1 | 8 |
36 |
No
|
Travel_Rarely
| 662 |
Software
| 20 | 5 |
Other
| 1 | 2,799 | 3 |
Female
| 44 | 1 | 2 |
Healthcare Representative
| 1 |
Divorced
| 25,157 | 654,082 | 6 |
Y
|
Yes
| 10 | 2 | 4 | 80 | 3 | 21 | 5 | 3 | 1 | 1 | 1 | 1 |
37 |
Yes
|
Travel_Rarely
| 312 |
Human Resources
| 47 | 1 |
Marketing
| 1 | 2,800 | 4 |
Male
| 73 | 3 | 3 |
Developer
| 1 |
Divorced
| 8,034 | 32,136 | 6 |
Y
|
Yes
| 41 | 3 | 2 | 80 | 4 | 31 | 2 | 3 | 2 | 2 | 1 | 1 |
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