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
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
52 |
Yes
|
Travel_Rarely
| 201 |
Support
| 12 | 5 |
Medical
| 1 | 4,701 | 4 |
Female
| 190 | 2 | 4 |
Manager
| 3 |
Married
| 2,703 | 37,842 | 4 |
Y
|
Yes
| 20 | 2 | 1 | 80 | 3 | 30 | 1 | 3 | 27 | 9 | 9 | 10 |
33 |
Yes
|
Non-Travel
| 1,106 |
Sales
| 49 | 3 |
Human Resources
| 1 | 4,702 | 2 |
Female
| 47 | 4 | 4 |
Sales Executive
| 4 |
Single
| 46,277 | 370,216 | 4 |
Y
|
No
| 45 | 3 | 1 | 80 | 2 | 4 | 6 | 2 | 4 | 3 | 1 | 2 |
21 |
No
|
Travel_Frequently
| 1,344 |
Support
| 22 | 5 |
Marketing
| 1 | 4,703 | 2 |
Female
| 158 | 4 | 4 |
Developer
| 3 |
Married
| 45,329 | 906,580 | 2 |
Y
|
Yes
| 17 | 2 | 4 | 80 | 1 | 40 | 3 | 4 | 9 | 2 | 7 | 8 |
55 |
No
|
Travel_Rarely
| 860 |
Software
| 42 | 5 |
Human Resources
| 1 | 4,704 | 2 |
Male
| 95 | 4 | 3 |
Manufacturing Director
| 4 |
Single
| 30,035 | 90,105 | 8 |
Y
|
Yes
| 7 | 1 | 1 | 80 | 3 | 10 | 5 | 2 | 7 | 3 | 5 | 4 |
48 |
Yes
|
Travel_Frequently
| 472 |
Human Resources
| 40 | 4 |
Human Resources
| 1 | 4,705 | 2 |
Female
| 43 | 2 | 2 |
Research Scientist
| 1 |
Married
| 25,281 | 429,777 | 4 |
Y
|
No
| 31 | 1 | 3 | 80 | 4 | 4 | 1 | 2 | 2 | 2 | 2 | 2 |
41 |
Yes
|
Travel_Frequently
| 850 |
Support
| 38 | 1 |
Marketing
| 1 | 4,706 | 4 |
Male
| 51 | 2 | 5 |
Healthcare Representative
| 1 |
Single
| 2,529 | 30,348 | 2 |
Y
|
No
| 1 | 3 | 4 | 80 | 3 | 28 | 5 | 3 | 22 | 12 | 6 | 8 |
20 |
No
|
Travel_Frequently
| 691 |
Support
| 11 | 4 |
Other
| 1 | 4,707 | 3 |
Female
| 68 | 3 | 1 |
Developer
| 3 |
Divorced
| 19,793 | 356,274 | 1 |
Y
|
No
| 34 | 4 | 1 | 80 | 1 | 11 | 4 | 1 | 7 | 6 | 4 | 4 |
37 |
No
|
Travel_Rarely
| 1,199 |
Software
| 11 | 1 |
Life Sciences
| 1 | 4,708 | 2 |
Male
| 103 | 1 | 4 |
Research Director
| 2 |
Married
| 12,836 | 102,688 | 6 |
Y
|
Yes
| 13 | 4 | 3 | 80 | 1 | 28 | 6 | 3 | 17 | 10 | 16 | 10 |
40 |
No
|
Travel_Frequently
| 1,476 |
Support
| 22 | 1 |
Marketing
| 1 | 4,709 | 3 |
Female
| 43 | 4 | 2 |
Manager
| 4 |
Married
| 3,539 | 102,631 | 7 |
Y
|
Yes
| 6 | 1 | 3 | 80 | 3 | 14 | 4 | 4 | 2 | 2 | 2 | 2 |
36 |
No
|
Non-Travel
| 666 |
Hardware
| 26 | 1 |
Life Sciences
| 1 | 4,710 | 3 |
Female
| 100 | 3 | 4 |
Sales Executive
| 3 |
Married
| 46,691 | 326,837 | 0 |
Y
|
Yes
| 10 | 1 | 4 | 80 | 1 | 25 | 5 | 1 | 4 | 3 | 1 | 4 |
41 |
Yes
|
Non-Travel
| 346 |
Sales
| 39 | 5 |
Marketing
| 1 | 4,711 | 4 |
Female
| 162 | 1 | 2 |
Sales Executive
| 4 |
Divorced
| 32,590 | 32,590 | 8 |
Y
|
Yes
| 29 | 3 | 2 | 80 | 1 | 34 | 2 | 2 | 13 | 9 | 12 | 5 |
33 |
No
|
Travel_Frequently
| 1,490 |
Software
| 50 | 5 |
Marketing
| 1 | 4,712 | 3 |
Male
| 66 | 4 | 4 |
Research Director
| 4 |
Single
| 3,716 | 55,740 | 6 |
Y
|
No
| 48 | 1 | 3 | 80 | 4 | 40 | 2 | 3 | 10 | 7 | 6 | 8 |
25 |
No
|
Non-Travel
| 1,436 |
Support
| 8 | 1 |
Marketing
| 1 | 4,713 | 3 |
Female
| 157 | 3 | 1 |
Research Director
| 2 |
Single
| 11,387 | 307,449 | 4 |
Y
|
Yes
| 19 | 1 | 1 | 80 | 1 | 23 | 1 | 2 | 7 | 6 | 3 | 6 |
39 |
No
|
Travel_Frequently
| 491 |
Human Resources
| 38 | 3 |
Marketing
| 1 | 4,714 | 2 |
Male
| 111 | 1 | 4 |
Sales Executive
| 2 |
Married
| 5,298 | 95,364 | 1 |
Y
|
Yes
| 9 | 4 | 1 | 80 | 2 | 12 | 1 | 2 | 7 | 3 | 4 | 3 |
55 |
Yes
|
Non-Travel
| 1,328 |
Human Resources
| 4 | 1 |
Human Resources
| 1 | 4,715 | 3 |
Female
| 155 | 4 | 5 |
Research Director
| 4 |
Single
| 41,149 | 987,576 | 5 |
Y
|
No
| 40 | 4 | 3 | 80 | 4 | 14 | 6 | 3 | 11 | 8 | 7 | 7 |
46 |
No
|
Travel_Rarely
| 1,061 |
Support
| 39 | 5 |
Other
| 1 | 4,716 | 4 |
Male
| 69 | 2 | 1 |
Human Resources
| 3 |
Single
| 50,331 | 1,308,606 | 7 |
Y
|
No
| 12 | 2 | 2 | 80 | 3 | 29 | 1 | 2 | 8 | 2 | 3 | 8 |
19 |
Yes
|
Travel_Frequently
| 1,311 |
Support
| 22 | 1 |
Life Sciences
| 1 | 4,717 | 3 |
Female
| 173 | 2 | 1 |
Research Director
| 3 |
Single
| 10,674 | 106,740 | 6 |
Y
|
No
| 17 | 3 | 4 | 80 | 3 | 9 | 1 | 4 | 6 | 1 | 2 | 5 |
46 |
Yes
|
Travel_Rarely
| 1,165 |
Hardware
| 37 | 1 |
Other
| 1 | 4,718 | 2 |
Female
| 142 | 2 | 4 |
Manager
| 3 |
Divorced
| 48,489 | 1,066,758 | 3 |
Y
|
Yes
| 15 | 4 | 3 | 80 | 3 | 32 | 5 | 1 | 14 | 11 | 10 | 3 |
39 |
Yes
|
Non-Travel
| 323 |
Hardware
| 9 | 4 |
Technical Degree
| 1 | 4,719 | 3 |
Male
| 166 | 4 | 2 |
Human Resources
| 1 |
Married
| 2,951 | 50,167 | 5 |
Y
|
No
| 12 | 4 | 3 | 80 | 4 | 30 | 5 | 1 | 27 | 11 | 10 | 13 |
54 |
Yes
|
Travel_Frequently
| 1,094 |
Human Resources
| 49 | 5 |
Life Sciences
| 1 | 4,720 | 1 |
Female
| 82 | 1 | 5 |
Manufacturing Director
| 1 |
Single
| 23,232 | 69,696 | 1 |
Y
|
No
| 5 | 2 | 3 | 80 | 1 | 15 | 4 | 2 | 15 | 9 | 15 | 14 |
58 |
No
|
Non-Travel
| 213 |
Support
| 50 | 2 |
Medical
| 1 | 4,721 | 3 |
Male
| 190 | 4 | 4 |
Sales Representative
| 4 |
Single
| 3,535 | 91,910 | 4 |
Y
|
No
| 11 | 1 | 4 | 80 | 3 | 28 | 5 | 4 | 25 | 12 | 18 | 23 |
20 |
No
|
Non-Travel
| 810 |
Hardware
| 14 | 2 |
Medical
| 1 | 4,722 | 2 |
Male
| 111 | 1 | 4 |
Laboratory Technician
| 3 |
Single
| 39,223 | 274,561 | 6 |
Y
|
Yes
| 18 | 4 | 2 | 80 | 4 | 13 | 5 | 4 | 11 | 4 | 6 | 11 |
53 |
Yes
|
Non-Travel
| 705 |
Human Resources
| 6 | 4 |
Human Resources
| 1 | 4,723 | 4 |
Male
| 125 | 4 | 2 |
Developer
| 3 |
Single
| 9,118 | 27,354 | 0 |
Y
|
No
| 13 | 1 | 2 | 80 | 2 | 25 | 1 | 4 | 13 | 9 | 10 | 2 |
55 |
Yes
|
Non-Travel
| 481 |
Sales
| 20 | 4 |
Life Sciences
| 1 | 4,724 | 3 |
Female
| 47 | 1 | 1 |
Research Scientist
| 4 |
Divorced
| 21,344 | 106,720 | 6 |
Y
|
Yes
| 29 | 4 | 4 | 80 | 4 | 5 | 2 | 2 | 5 | 3 | 1 | 1 |
41 |
Yes
|
Travel_Rarely
| 997 |
Human Resources
| 26 | 1 |
Marketing
| 1 | 4,725 | 2 |
Female
| 141 | 1 | 1 |
Research Scientist
| 1 |
Single
| 47,230 | 1,039,060 | 2 |
Y
|
Yes
| 27 | 2 | 3 | 80 | 4 | 7 | 4 | 4 | 1 | 1 | 1 | 1 |
33 |
Yes
|
Travel_Rarely
| 1,384 |
Sales
| 42 | 3 |
Life Sciences
| 1 | 4,726 | 2 |
Female
| 69 | 2 | 3 |
Sales Executive
| 3 |
Single
| 45,004 | 810,072 | 3 |
Y
|
No
| 21 | 4 | 2 | 80 | 4 | 40 | 2 | 4 | 11 | 11 | 7 | 10 |
58 |
No
|
Travel_Rarely
| 1,475 |
Sales
| 45 | 5 |
Life Sciences
| 1 | 4,727 | 1 |
Female
| 80 | 3 | 5 |
Developer
| 2 |
Single
| 30,509 | 274,581 | 6 |
Y
|
No
| 20 | 2 | 3 | 80 | 4 | 25 | 2 | 4 | 9 | 1 | 5 | 8 |
42 |
No
|
Non-Travel
| 451 |
Sales
| 40 | 2 |
Technical Degree
| 1 | 4,728 | 4 |
Female
| 174 | 3 | 3 |
Laboratory Technician
| 4 |
Married
| 39,926 | 359,334 | 2 |
Y
|
Yes
| 37 | 4 | 1 | 80 | 1 | 22 | 2 | 4 | 18 | 1 | 8 | 5 |
55 |
Yes
|
Travel_Frequently
| 775 |
Sales
| 42 | 1 |
Life Sciences
| 1 | 4,729 | 2 |
Male
| 34 | 2 | 3 |
Sales Executive
| 3 |
Divorced
| 31,488 | 220,416 | 7 |
Y
|
No
| 20 | 1 | 4 | 80 | 3 | 25 | 6 | 3 | 8 | 1 | 7 | 1 |
29 |
No
|
Travel_Frequently
| 160 |
Human Resources
| 37 | 2 |
Other
| 1 | 4,730 | 3 |
Female
| 176 | 1 | 2 |
Human Resources
| 3 |
Married
| 12,093 | 145,116 | 1 |
Y
|
No
| 9 | 3 | 4 | 80 | 4 | 30 | 5 | 1 | 20 | 4 | 19 | 11 |
18 |
No
|
Non-Travel
| 569 |
Support
| 29 | 1 |
Human Resources
| 1 | 4,731 | 2 |
Female
| 38 | 4 | 5 |
Healthcare Representative
| 3 |
Married
| 26,313 | 657,825 | 0 |
Y
|
No
| 14 | 1 | 1 | 80 | 2 | 37 | 6 | 3 | 16 | 16 | 12 | 9 |
27 |
Yes
|
Travel_Frequently
| 1,125 |
Sales
| 40 | 5 |
Life Sciences
| 1 | 4,732 | 4 |
Female
| 79 | 1 | 1 |
Human Resources
| 4 |
Married
| 1,046 | 4,184 | 0 |
Y
|
Yes
| 3 | 2 | 4 | 80 | 3 | 33 | 2 | 4 | 29 | 21 | 20 | 28 |
60 |
No
|
Travel_Rarely
| 1,409 |
Research & Development
| 14 | 2 |
Medical
| 1 | 4,733 | 3 |
Female
| 66 | 2 | 3 |
Healthcare Representative
| 4 |
Divorced
| 18,356 | 183,560 | 4 |
Y
|
Yes
| 3 | 2 | 1 | 80 | 2 | 6 | 4 | 4 | 1 | 1 | 1 | 1 |
28 |
No
|
Travel_Rarely
| 1,177 |
Support
| 42 | 5 |
Other
| 1 | 4,734 | 2 |
Female
| 42 | 1 | 3 |
Sales Executive
| 3 |
Married
| 2,229 | 26,748 | 6 |
Y
|
No
| 22 | 1 | 3 | 80 | 4 | 25 | 4 | 1 | 2 | 1 | 1 | 2 |
36 |
No
|
Travel_Rarely
| 1,313 |
Software
| 47 | 4 |
Medical
| 1 | 4,735 | 1 |
Male
| 182 | 4 | 4 |
Sales Executive
| 3 |
Married
| 15,142 | 333,124 | 3 |
Y
|
No
| 40 | 3 | 4 | 80 | 1 | 18 | 5 | 3 | 14 | 4 | 5 | 9 |
38 |
No
|
Non-Travel
| 1,237 |
Sales
| 10 | 2 |
Medical
| 1 | 4,736 | 4 |
Female
| 198 | 2 | 1 |
Sales Executive
| 3 |
Married
| 46,547 | 139,641 | 8 |
Y
|
Yes
| 5 | 1 | 4 | 80 | 2 | 2 | 4 | 3 | 1 | 1 | 1 | 1 |
28 |
No
|
Non-Travel
| 725 |
Sales
| 14 | 3 |
Human Resources
| 1 | 4,737 | 2 |
Male
| 97 | 4 | 1 |
Research Scientist
| 2 |
Divorced
| 44,537 | 668,055 | 4 |
Y
|
No
| 37 | 3 | 4 | 80 | 1 | 20 | 6 | 3 | 13 | 12 | 8 | 1 |
36 |
Yes
|
Travel_Rarely
| 421 |
Human Resources
| 11 | 3 |
Marketing
| 1 | 4,738 | 4 |
Female
| 146 | 1 | 1 |
Developer
| 2 |
Married
| 41,850 | 544,050 | 0 |
Y
|
Yes
| 37 | 4 | 2 | 80 | 4 | 8 | 3 | 3 | 3 | 3 | 3 | 1 |
50 |
Yes
|
Travel_Frequently
| 1,022 |
Sales
| 5 | 5 |
Life Sciences
| 1 | 4,739 | 4 |
Male
| 111 | 2 | 3 |
Research Director
| 3 |
Divorced
| 8,627 | 138,032 | 4 |
Y
|
Yes
| 29 | 3 | 4 | 80 | 3 | 32 | 5 | 2 | 1 | 1 | 1 | 1 |
36 |
No
|
Travel_Frequently
| 1,002 |
Software
| 9 | 2 |
Life Sciences
| 1 | 4,740 | 2 |
Male
| 155 | 2 | 2 |
Research Scientist
| 4 |
Single
| 43,515 | 87,030 | 3 |
Y
|
Yes
| 15 | 3 | 4 | 80 | 1 | 34 | 3 | 1 | 31 | 10 | 14 | 20 |
34 |
Yes
|
Travel_Frequently
| 904 |
Human Resources
| 10 | 1 |
Life Sciences
| 1 | 4,741 | 3 |
Female
| 196 | 3 | 2 |
Human Resources
| 3 |
Married
| 36,236 | 942,136 | 4 |
Y
|
No
| 32 | 3 | 4 | 80 | 4 | 32 | 1 | 4 | 8 | 2 | 4 | 2 |
60 |
Yes
|
Travel_Frequently
| 772 |
Sales
| 12 | 5 |
Marketing
| 1 | 4,742 | 2 |
Female
| 68 | 2 | 1 |
Laboratory Technician
| 4 |
Divorced
| 33,811 | 811,464 | 0 |
Y
|
No
| 24 | 3 | 4 | 80 | 1 | 18 | 5 | 3 | 9 | 5 | 1 | 6 |
38 |
No
|
Travel_Frequently
| 957 |
Human Resources
| 27 | 3 |
Marketing
| 1 | 4,743 | 2 |
Female
| 173 | 2 | 2 |
Human Resources
| 4 |
Married
| 7,509 | 82,599 | 4 |
Y
|
No
| 28 | 4 | 3 | 80 | 2 | 31 | 5 | 4 | 2 | 2 | 1 | 1 |
58 |
Yes
|
Travel_Frequently
| 1,125 |
Support
| 11 | 3 |
Medical
| 1 | 4,744 | 1 |
Female
| 86 | 1 | 1 |
Research Scientist
| 2 |
Married
| 2,250 | 27,000 | 5 |
Y
|
No
| 3 | 3 | 2 | 80 | 1 | 10 | 4 | 4 | 9 | 8 | 3 | 2 |
27 |
Yes
|
Travel_Frequently
| 401 |
Support
| 24 | 1 |
Medical
| 1 | 4,745 | 3 |
Male
| 193 | 4 | 3 |
Sales Executive
| 4 |
Single
| 36,505 | 584,080 | 1 |
Y
|
No
| 12 | 2 | 3 | 80 | 4 | 30 | 5 | 2 | 14 | 8 | 6 | 6 |
39 |
Yes
|
Travel_Frequently
| 692 |
Research & Development
| 45 | 4 |
Other
| 1 | 4,746 | 4 |
Female
| 170 | 1 | 1 |
Developer
| 2 |
Divorced
| 31,597 | 695,134 | 6 |
Y
|
Yes
| 2 | 1 | 1 | 80 | 1 | 23 | 4 | 2 | 13 | 12 | 5 | 6 |
27 |
Yes
|
Travel_Rarely
| 1,226 |
Research & Development
| 15 | 4 |
Life Sciences
| 1 | 4,747 | 4 |
Male
| 109 | 2 | 2 |
Laboratory Technician
| 1 |
Single
| 10,235 | 153,525 | 8 |
Y
|
Yes
| 49 | 2 | 2 | 80 | 3 | 2 | 1 | 1 | 2 | 1 | 2 | 1 |
32 |
No
|
Travel_Frequently
| 771 |
Sales
| 39 | 4 |
Life Sciences
| 1 | 4,748 | 3 |
Female
| 126 | 4 | 1 |
Research Director
| 1 |
Single
| 6,733 | 188,524 | 1 |
Y
|
No
| 10 | 2 | 1 | 80 | 3 | 31 | 4 | 4 | 4 | 2 | 1 | 2 |
33 |
Yes
|
Travel_Rarely
| 227 |
Software
| 1 | 4 |
Life Sciences
| 1 | 4,749 | 1 |
Female
| 142 | 4 | 1 |
Laboratory Technician
| 2 |
Divorced
| 45,084 | 270,504 | 2 |
Y
|
Yes
| 44 | 1 | 4 | 80 | 4 | 33 | 1 | 4 | 7 | 6 | 1 | 4 |
49 |
No
|
Travel_Rarely
| 1,467 |
Research & Development
| 17 | 2 |
Medical
| 1 | 4,750 | 4 |
Female
| 80 | 2 | 4 |
Healthcare Representative
| 1 |
Divorced
| 26,053 | 130,265 | 6 |
Y
|
Yes
| 18 | 2 | 4 | 80 | 1 | 12 | 1 | 4 | 11 | 11 | 7 | 7 |
24 |
No
|
Travel_Frequently
| 237 |
Sales
| 28 | 3 |
Human Resources
| 1 | 4,751 | 1 |
Male
| 122 | 1 | 5 |
Developer
| 3 |
Single
| 34,050 | 68,100 | 8 |
Y
|
Yes
| 25 | 4 | 4 | 80 | 1 | 3 | 4 | 1 | 2 | 1 | 2 | 1 |
23 |
No
|
Travel_Frequently
| 1,482 |
Software
| 33 | 4 |
Human Resources
| 1 | 4,752 | 2 |
Female
| 103 | 3 | 2 |
Human Resources
| 4 |
Divorced
| 7,597 | 151,940 | 5 |
Y
|
Yes
| 24 | 3 | 2 | 80 | 2 | 33 | 1 | 3 | 4 | 1 | 4 | 1 |
32 |
No
|
Travel_Frequently
| 776 |
Software
| 36 | 5 |
Human Resources
| 1 | 4,753 | 4 |
Female
| 135 | 1 | 1 |
Laboratory Technician
| 4 |
Divorced
| 20,747 | 41,494 | 3 |
Y
|
Yes
| 27 | 1 | 1 | 80 | 2 | 32 | 4 | 4 | 15 | 10 | 4 | 13 |
44 |
No
|
Travel_Rarely
| 795 |
Human Resources
| 33 | 1 |
Life Sciences
| 1 | 4,754 | 4 |
Female
| 116 | 1 | 2 |
Sales Representative
| 1 |
Married
| 44,591 | 1,248,548 | 4 |
Y
|
No
| 29 | 1 | 3 | 80 | 4 | 16 | 2 | 2 | 16 | 11 | 10 | 15 |
49 |
No
|
Non-Travel
| 103 |
Research & Development
| 13 | 4 |
Other
| 1 | 4,755 | 1 |
Male
| 124 | 3 | 4 |
Human Resources
| 1 |
Single
| 48,593 | 194,372 | 6 |
Y
|
Yes
| 35 | 1 | 1 | 80 | 4 | 10 | 1 | 1 | 2 | 2 | 2 | 1 |
31 |
Yes
|
Travel_Rarely
| 238 |
Sales
| 17 | 2 |
Human Resources
| 1 | 4,756 | 2 |
Male
| 136 | 2 | 5 |
Manufacturing Director
| 4 |
Married
| 27,591 | 55,182 | 1 |
Y
|
Yes
| 27 | 3 | 4 | 80 | 4 | 10 | 2 | 4 | 9 | 2 | 6 | 2 |
50 |
No
|
Travel_Rarely
| 404 |
Hardware
| 19 | 3 |
Other
| 1 | 4,757 | 1 |
Female
| 160 | 1 | 2 |
Sales Executive
| 3 |
Single
| 46,144 | 1,107,456 | 0 |
Y
|
No
| 42 | 3 | 4 | 80 | 2 | 24 | 1 | 2 | 21 | 14 | 20 | 1 |
41 |
No
|
Travel_Frequently
| 731 |
Human Resources
| 46 | 3 |
Medical
| 1 | 4,758 | 2 |
Male
| 198 | 3 | 4 |
Sales Representative
| 4 |
Single
| 12,916 | 361,648 | 0 |
Y
|
Yes
| 4 | 4 | 2 | 80 | 2 | 15 | 2 | 4 | 12 | 4 | 9 | 8 |
41 |
Yes
|
Travel_Rarely
| 1,193 |
Support
| 8 | 3 |
Life Sciences
| 1 | 4,759 | 3 |
Female
| 37 | 4 | 2 |
Research Director
| 4 |
Single
| 21,988 | 505,724 | 5 |
Y
|
No
| 35 | 4 | 4 | 80 | 3 | 15 | 3 | 3 | 10 | 7 | 1 | 7 |
40 |
No
|
Travel_Rarely
| 1,076 |
Sales
| 31 | 1 |
Marketing
| 1 | 4,760 | 1 |
Female
| 79 | 3 | 1 |
Manager
| 3 |
Married
| 29,555 | 325,105 | 7 |
Y
|
No
| 45 | 3 | 4 | 80 | 2 | 11 | 5 | 3 | 6 | 4 | 1 | 4 |
19 |
Yes
|
Travel_Frequently
| 1,358 |
Sales
| 41 | 5 |
Human Resources
| 1 | 4,761 | 3 |
Female
| 170 | 1 | 4 |
Sales Representative
| 4 |
Single
| 5,148 | 10,296 | 4 |
Y
|
Yes
| 20 | 1 | 1 | 80 | 1 | 15 | 6 | 1 | 14 | 14 | 2 | 3 |
48 |
No
|
Travel_Frequently
| 573 |
Support
| 24 | 5 |
Technical Degree
| 1 | 4,762 | 4 |
Male
| 162 | 1 | 5 |
Manufacturing Director
| 4 |
Single
| 29,243 | 614,103 | 3 |
Y
|
No
| 37 | 2 | 2 | 80 | 1 | 19 | 4 | 2 | 15 | 2 | 15 | 11 |
39 |
Yes
|
Travel_Frequently
| 1,236 |
Software
| 50 | 4 |
Human Resources
| 1 | 4,763 | 3 |
Female
| 144 | 4 | 2 |
Laboratory Technician
| 2 |
Single
| 29,439 | 529,902 | 7 |
Y
|
Yes
| 4 | 3 | 3 | 80 | 1 | 11 | 3 | 2 | 4 | 2 | 1 | 3 |
54 |
No
|
Travel_Frequently
| 454 |
Sales
| 31 | 2 |
Marketing
| 1 | 4,764 | 1 |
Male
| 195 | 2 | 2 |
Laboratory Technician
| 4 |
Divorced
| 46,884 | 703,260 | 6 |
Y
|
No
| 20 | 4 | 2 | 80 | 1 | 21 | 3 | 2 | 2 | 2 | 1 | 2 |
18 |
No
|
Travel_Frequently
| 648 |
Sales
| 10 | 3 |
Technical Degree
| 1 | 4,765 | 1 |
Male
| 35 | 1 | 3 |
Laboratory Technician
| 2 |
Divorced
| 22,694 | 68,082 | 8 |
Y
|
Yes
| 20 | 4 | 2 | 80 | 3 | 28 | 6 | 3 | 25 | 2 | 23 | 2 |
59 |
No
|
Travel_Frequently
| 1,306 |
Sales
| 29 | 4 |
Human Resources
| 1 | 4,766 | 3 |
Male
| 124 | 1 | 3 |
Developer
| 1 |
Divorced
| 1,015 | 6,090 | 1 |
Y
|
Yes
| 19 | 3 | 1 | 80 | 2 | 35 | 2 | 4 | 22 | 1 | 7 | 3 |
28 |
Yes
|
Non-Travel
| 373 |
Hardware
| 5 | 5 |
Marketing
| 1 | 4,767 | 4 |
Female
| 118 | 3 | 4 |
Human Resources
| 3 |
Single
| 24,324 | 510,804 | 8 |
Y
|
Yes
| 2 | 4 | 1 | 80 | 4 | 30 | 5 | 3 | 26 | 11 | 13 | 10 |
38 |
Yes
|
Travel_Frequently
| 970 |
Sales
| 45 | 1 |
Technical Degree
| 1 | 4,768 | 3 |
Female
| 179 | 2 | 5 |
Human Resources
| 3 |
Married
| 26,498 | 423,968 | 7 |
Y
|
No
| 42 | 1 | 4 | 80 | 1 | 18 | 5 | 2 | 4 | 3 | 3 | 3 |
24 |
No
|
Travel_Rarely
| 886 |
Human Resources
| 33 | 4 |
Marketing
| 1 | 4,769 | 2 |
Male
| 33 | 3 | 2 |
Manager
| 3 |
Married
| 17,126 | 239,764 | 4 |
Y
|
Yes
| 13 | 1 | 1 | 80 | 2 | 7 | 1 | 2 | 7 | 3 | 2 | 6 |
52 |
No
|
Travel_Rarely
| 591 |
Sales
| 1 | 1 |
Other
| 1 | 4,770 | 1 |
Male
| 199 | 4 | 3 |
Sales Representative
| 1 |
Married
| 44,123 | 1,235,444 | 5 |
Y
|
Yes
| 23 | 3 | 2 | 80 | 3 | 9 | 4 | 4 | 1 | 1 | 1 | 1 |
55 |
No
|
Travel_Frequently
| 963 |
Human Resources
| 50 | 2 |
Medical
| 1 | 4,771 | 3 |
Male
| 136 | 4 | 3 |
Developer
| 4 |
Divorced
| 21,790 | 196,110 | 5 |
Y
|
No
| 45 | 1 | 3 | 80 | 4 | 29 | 6 | 4 | 16 | 11 | 2 | 12 |
60 |
No
|
Travel_Rarely
| 219 |
Sales
| 45 | 3 |
Other
| 1 | 4,772 | 2 |
Male
| 88 | 1 | 1 |
Research Director
| 4 |
Single
| 34,314 | 549,024 | 2 |
Y
|
No
| 36 | 3 | 1 | 80 | 1 | 36 | 2 | 4 | 26 | 10 | 22 | 21 |
48 |
Yes
|
Non-Travel
| 455 |
Support
| 11 | 4 |
Marketing
| 1 | 4,773 | 3 |
Female
| 30 | 1 | 5 |
Laboratory Technician
| 2 |
Single
| 15,040 | 105,280 | 8 |
Y
|
Yes
| 43 | 1 | 4 | 80 | 4 | 10 | 5 | 3 | 3 | 2 | 3 | 3 |
39 |
Yes
|
Travel_Rarely
| 706 |
Sales
| 17 | 5 |
Medical
| 1 | 4,774 | 2 |
Female
| 90 | 1 | 1 |
Manager
| 1 |
Divorced
| 44,624 | 267,744 | 6 |
Y
|
No
| 7 | 1 | 1 | 80 | 2 | 16 | 5 | 3 | 15 | 14 | 8 | 2 |
53 |
No
|
Travel_Frequently
| 734 |
Hardware
| 22 | 4 |
Marketing
| 1 | 4,775 | 3 |
Female
| 164 | 1 | 4 |
Manager
| 2 |
Married
| 44,843 | 269,058 | 7 |
Y
|
Yes
| 33 | 1 | 2 | 80 | 1 | 29 | 3 | 2 | 28 | 14 | 20 | 28 |
43 |
No
|
Travel_Rarely
| 1,022 |
Hardware
| 31 | 4 |
Marketing
| 1 | 4,776 | 2 |
Female
| 131 | 1 | 2 |
Sales Executive
| 2 |
Divorced
| 23,208 | 139,248 | 0 |
Y
|
No
| 23 | 1 | 4 | 80 | 3 | 1 | 4 | 1 | 1 | 1 | 1 | 1 |
34 |
Yes
|
Travel_Rarely
| 839 |
Support
| 39 | 3 |
Medical
| 1 | 4,777 | 1 |
Male
| 60 | 2 | 5 |
Healthcare Representative
| 1 |
Divorced
| 28,628 | 343,536 | 3 |
Y
|
Yes
| 33 | 2 | 4 | 80 | 3 | 9 | 4 | 3 | 4 | 3 | 1 | 3 |
48 |
Yes
|
Non-Travel
| 1,438 |
Sales
| 1 | 2 |
Medical
| 1 | 4,778 | 1 |
Male
| 91 | 4 | 4 |
Manager
| 3 |
Married
| 32,958 | 593,244 | 2 |
Y
|
Yes
| 26 | 4 | 2 | 80 | 2 | 14 | 6 | 3 | 8 | 2 | 6 | 7 |
20 |
No
|
Travel_Rarely
| 286 |
Research & Development
| 33 | 1 |
Marketing
| 1 | 4,779 | 3 |
Male
| 135 | 4 | 5 |
Developer
| 1 |
Single
| 32,947 | 230,629 | 4 |
Y
|
No
| 0 | 1 | 1 | 80 | 2 | 19 | 3 | 4 | 1 | 1 | 1 | 1 |
54 |
Yes
|
Travel_Rarely
| 979 |
Human Resources
| 25 | 3 |
Technical Degree
| 1 | 4,780 | 4 |
Male
| 149 | 1 | 4 |
Manager
| 4 |
Married
| 13,490 | 107,920 | 1 |
Y
|
No
| 36 | 4 | 3 | 80 | 4 | 11 | 6 | 1 | 6 | 5 | 4 | 4 |
21 |
Yes
|
Non-Travel
| 304 |
Human Resources
| 28 | 3 |
Medical
| 1 | 4,781 | 2 |
Male
| 106 | 3 | 1 |
Manufacturing Director
| 4 |
Divorced
| 45,521 | 500,731 | 2 |
Y
|
No
| 20 | 4 | 1 | 80 | 3 | 23 | 6 | 1 | 16 | 10 | 9 | 6 |
22 |
No
|
Non-Travel
| 317 |
Research & Development
| 6 | 2 |
Technical Degree
| 1 | 4,782 | 3 |
Male
| 82 | 2 | 4 |
Developer
| 3 |
Single
| 20,670 | 537,420 | 5 |
Y
|
No
| 2 | 2 | 1 | 80 | 3 | 22 | 3 | 4 | 1 | 1 | 1 | 1 |
37 |
No
|
Non-Travel
| 1,146 |
Software
| 43 | 1 |
Marketing
| 1 | 4,783 | 1 |
Male
| 170 | 1 | 1 |
Healthcare Representative
| 1 |
Married
| 13,111 | 380,219 | 3 |
Y
|
Yes
| 22 | 1 | 3 | 80 | 2 | 36 | 1 | 1 | 34 | 8 | 2 | 29 |
35 |
Yes
|
Non-Travel
| 591 |
Research & Development
| 31 | 4 |
Technical Degree
| 1 | 4,784 | 4 |
Male
| 170 | 3 | 5 |
Research Director
| 2 |
Divorced
| 35,869 | 896,725 | 3 |
Y
|
Yes
| 0 | 4 | 3 | 80 | 4 | 39 | 4 | 3 | 14 | 14 | 4 | 8 |
55 |
No
|
Non-Travel
| 525 |
Human Resources
| 36 | 1 |
Other
| 1 | 4,785 | 2 |
Male
| 77 | 4 | 5 |
Research Scientist
| 3 |
Single
| 31,135 | 840,645 | 4 |
Y
|
No
| 40 | 3 | 2 | 80 | 1 | 19 | 6 | 3 | 5 | 1 | 5 | 1 |
35 |
Yes
|
Non-Travel
| 220 |
Hardware
| 46 | 2 |
Life Sciences
| 1 | 4,786 | 1 |
Female
| 99 | 3 | 2 |
Manufacturing Director
| 4 |
Divorced
| 49,628 | 1,339,956 | 7 |
Y
|
No
| 13 | 3 | 3 | 80 | 1 | 10 | 5 | 1 | 8 | 2 | 1 | 6 |
39 |
Yes
|
Travel_Rarely
| 1,365 |
Research & Development
| 45 | 4 |
Medical
| 1 | 4,787 | 1 |
Female
| 158 | 1 | 2 |
Sales Executive
| 4 |
Divorced
| 33,490 | 703,290 | 0 |
Y
|
Yes
| 36 | 3 | 2 | 80 | 1 | 7 | 2 | 1 | 6 | 4 | 1 | 4 |
24 |
No
|
Non-Travel
| 525 |
Human Resources
| 9 | 1 |
Marketing
| 1 | 4,788 | 2 |
Female
| 149 | 1 | 1 |
Manager
| 2 |
Married
| 36,926 | 36,926 | 6 |
Y
|
Yes
| 25 | 3 | 1 | 80 | 3 | 26 | 6 | 4 | 2 | 2 | 1 | 1 |
38 |
No
|
Travel_Frequently
| 962 |
Hardware
| 7 | 3 |
Marketing
| 1 | 4,789 | 2 |
Male
| 188 | 2 | 2 |
Research Scientist
| 3 |
Divorced
| 43,509 | 261,054 | 1 |
Y
|
No
| 31 | 3 | 2 | 80 | 3 | 25 | 2 | 2 | 7 | 3 | 5 | 2 |
46 |
No
|
Travel_Frequently
| 497 |
Support
| 10 | 5 |
Human Resources
| 1 | 4,790 | 1 |
Male
| 101 | 1 | 4 |
Manager
| 1 |
Single
| 3,740 | 18,700 | 3 |
Y
|
Yes
| 43 | 4 | 4 | 80 | 2 | 14 | 4 | 2 | 7 | 6 | 2 | 7 |
28 |
No
|
Travel_Frequently
| 1,282 |
Sales
| 15 | 4 |
Marketing
| 1 | 4,791 | 4 |
Female
| 66 | 1 | 5 |
Sales Representative
| 2 |
Divorced
| 9,474 | 198,954 | 1 |
Y
|
No
| 27 | 1 | 3 | 80 | 3 | 14 | 1 | 2 | 11 | 3 | 3 | 4 |
46 |
No
|
Travel_Frequently
| 629 |
Software
| 3 | 2 |
Other
| 1 | 4,792 | 4 |
Male
| 93 | 4 | 5 |
Manufacturing Director
| 1 |
Single
| 47,076 | 1,412,280 | 7 |
Y
|
No
| 12 | 1 | 3 | 80 | 2 | 5 | 1 | 1 | 5 | 5 | 4 | 5 |
44 |
Yes
|
Travel_Rarely
| 590 |
Research & Development
| 30 | 2 |
Technical Degree
| 1 | 4,793 | 3 |
Female
| 169 | 2 | 1 |
Human Resources
| 2 |
Divorced
| 10,656 | 85,248 | 3 |
Y
|
No
| 1 | 2 | 4 | 80 | 2 | 10 | 5 | 1 | 8 | 6 | 6 | 8 |
43 |
Yes
|
Travel_Rarely
| 1,071 |
Human Resources
| 14 | 4 |
Other
| 1 | 4,794 | 3 |
Female
| 113 | 4 | 3 |
Sales Executive
| 1 |
Married
| 33,172 | 33,172 | 5 |
Y
|
No
| 44 | 3 | 3 | 80 | 3 | 17 | 6 | 3 | 13 | 5 | 13 | 13 |
34 |
No
|
Travel_Frequently
| 1,218 |
Human Resources
| 26 | 1 |
Medical
| 1 | 4,795 | 3 |
Male
| 117 | 2 | 3 |
Human Resources
| 2 |
Single
| 32,283 | 645,660 | 8 |
Y
|
No
| 21 | 4 | 3 | 80 | 4 | 31 | 4 | 3 | 24 | 24 | 18 | 17 |
47 |
Yes
|
Travel_Frequently
| 698 |
Human Resources
| 40 | 4 |
Technical Degree
| 1 | 4,796 | 4 |
Female
| 62 | 1 | 5 |
Human Resources
| 3 |
Single
| 11,044 | 320,276 | 1 |
Y
|
No
| 22 | 2 | 2 | 80 | 4 | 21 | 6 | 2 | 19 | 10 | 18 | 15 |
58 |
Yes
|
Travel_Rarely
| 1,378 |
Sales
| 9 | 3 |
Other
| 1 | 4,797 | 1 |
Male
| 72 | 3 | 5 |
Research Scientist
| 4 |
Married
| 20,403 | 326,448 | 6 |
Y
|
No
| 49 | 3 | 3 | 80 | 4 | 18 | 6 | 1 | 16 | 10 | 13 | 14 |
39 |
No
|
Non-Travel
| 1,274 |
Software
| 39 | 3 |
Medical
| 1 | 4,798 | 4 |
Male
| 76 | 3 | 5 |
Laboratory Technician
| 3 |
Married
| 41,073 | 944,679 | 3 |
Y
|
No
| 8 | 4 | 3 | 80 | 3 | 33 | 6 | 2 | 18 | 7 | 18 | 16 |
54 |
Yes
|
Non-Travel
| 931 |
Software
| 19 | 1 |
Marketing
| 1 | 4,799 | 4 |
Female
| 152 | 4 | 2 |
Research Director
| 3 |
Single
| 40,061 | 600,915 | 2 |
Y
|
Yes
| 45 | 3 | 3 | 80 | 4 | 8 | 4 | 3 | 7 | 6 | 6 | 4 |
20 |
No
|
Travel_Rarely
| 188 |
Hardware
| 41 | 3 |
Medical
| 1 | 4,800 | 3 |
Female
| 32 | 3 | 2 |
Healthcare Representative
| 2 |
Married
| 30,827 | 739,848 | 5 |
Y
|
No
| 3 | 3 | 4 | 80 | 2 | 26 | 6 | 1 | 3 | 2 | 2 | 2 |
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