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
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
39 |
Yes
|
Travel_Rarely
| 1,278 |
Software
| 43 | 2 |
Medical
| 1 | 2,201 | 1 |
Female
| 199 | 1 | 1 |
Manager
| 4 |
Divorced
| 15,001 | 345,023 | 5 |
Y
|
No
| 0 | 1 | 3 | 80 | 2 | 20 | 6 | 2 | 4 | 3 | 2 | 2 |
31 |
No
|
Travel_Frequently
| 247 |
Sales
| 10 | 3 |
Marketing
| 1 | 2,202 | 3 |
Male
| 198 | 3 | 5 |
Developer
| 1 |
Married
| 43,862 | 921,102 | 4 |
Y
|
Yes
| 28 | 2 | 1 | 80 | 2 | 3 | 4 | 3 | 3 | 1 | 1 | 2 |
59 |
No
|
Non-Travel
| 1,073 |
Research & Development
| 1 | 1 |
Marketing
| 1 | 2,203 | 1 |
Male
| 183 | 2 | 4 |
Sales Representative
| 4 |
Single
| 4,709 | 18,836 | 1 |
Y
|
Yes
| 32 | 3 | 3 | 80 | 1 | 18 | 6 | 4 | 12 | 5 | 8 | 9 |
54 |
No
|
Non-Travel
| 1,456 |
Research & Development
| 18 | 3 |
Life Sciences
| 1 | 2,204 | 2 |
Male
| 80 | 2 | 5 |
Sales Executive
| 1 |
Married
| 42,301 | 549,913 | 8 |
Y
|
Yes
| 5 | 4 | 3 | 80 | 2 | 20 | 1 | 2 | 12 | 11 | 5 | 2 |
37 |
Yes
|
Non-Travel
| 699 |
Support
| 4 | 5 |
Human Resources
| 1 | 2,205 | 1 |
Female
| 156 | 4 | 4 |
Sales Executive
| 1 |
Married
| 42,385 | 890,085 | 6 |
Y
|
No
| 46 | 2 | 2 | 80 | 1 | 35 | 2 | 2 | 8 | 1 | 4 | 3 |
30 |
Yes
|
Non-Travel
| 616 |
Hardware
| 48 | 5 |
Marketing
| 1 | 2,206 | 4 |
Male
| 104 | 1 | 3 |
Research Director
| 4 |
Married
| 30,063 | 781,638 | 8 |
Y
|
Yes
| 28 | 1 | 1 | 80 | 1 | 33 | 5 | 4 | 9 | 1 | 4 | 5 |
43 |
No
|
Non-Travel
| 127 |
Support
| 29 | 3 |
Marketing
| 1 | 2,207 | 1 |
Female
| 108 | 3 | 3 |
Healthcare Representative
| 4 |
Single
| 16,659 | 349,839 | 3 |
Y
|
No
| 13 | 2 | 4 | 80 | 1 | 10 | 5 | 1 | 5 | 1 | 4 | 1 |
48 |
No
|
Non-Travel
| 977 |
Support
| 13 | 1 |
Human Resources
| 1 | 2,208 | 4 |
Male
| 83 | 2 | 2 |
Developer
| 2 |
Single
| 25,603 | 588,869 | 6 |
Y
|
Yes
| 26 | 3 | 4 | 80 | 3 | 7 | 5 | 1 | 3 | 2 | 2 | 2 |
37 |
No
|
Travel_Frequently
| 1,298 |
Support
| 44 | 4 |
Marketing
| 1 | 2,209 | 3 |
Male
| 108 | 3 | 1 |
Research Scientist
| 3 |
Divorced
| 15,797 | 394,925 | 5 |
Y
|
No
| 37 | 2 | 4 | 80 | 3 | 1 | 6 | 2 | 1 | 1 | 1 | 1 |
54 |
Yes
|
Travel_Rarely
| 861 |
Support
| 28 | 1 |
Medical
| 1 | 2,210 | 3 |
Female
| 56 | 2 | 1 |
Healthcare Representative
| 2 |
Divorced
| 14,553 | 276,507 | 7 |
Y
|
No
| 34 | 2 | 4 | 80 | 3 | 12 | 2 | 1 | 8 | 3 | 6 | 2 |
35 |
Yes
|
Travel_Rarely
| 1,127 |
Sales
| 5 | 2 |
Life Sciences
| 1 | 2,211 | 3 |
Female
| 100 | 4 | 5 |
Laboratory Technician
| 2 |
Divorced
| 22,206 | 199,854 | 4 |
Y
|
Yes
| 10 | 3 | 1 | 80 | 1 | 25 | 2 | 4 | 8 | 2 | 8 | 6 |
46 |
Yes
|
Travel_Frequently
| 469 |
Software
| 41 | 2 |
Other
| 1 | 2,212 | 4 |
Male
| 62 | 2 | 2 |
Healthcare Representative
| 2 |
Divorced
| 23,433 | 585,825 | 3 |
Y
|
Yes
| 11 | 2 | 4 | 80 | 4 | 14 | 4 | 4 | 13 | 9 | 12 | 2 |
23 |
No
|
Non-Travel
| 1,282 |
Sales
| 5 | 2 |
Marketing
| 1 | 2,213 | 2 |
Female
| 156 | 4 | 2 |
Research Scientist
| 3 |
Married
| 30,581 | 91,743 | 0 |
Y
|
Yes
| 33 | 1 | 2 | 80 | 4 | 32 | 6 | 4 | 32 | 15 | 3 | 30 |
26 |
No
|
Non-Travel
| 984 |
Hardware
| 47 | 2 |
Human Resources
| 1 | 2,214 | 4 |
Male
| 75 | 1 | 2 |
Manager
| 2 |
Married
| 27,139 | 542,780 | 1 |
Y
|
Yes
| 47 | 3 | 4 | 80 | 2 | 10 | 3 | 1 | 3 | 3 | 2 | 3 |
29 |
Yes
|
Travel_Rarely
| 224 |
Human Resources
| 11 | 2 |
Other
| 1 | 2,215 | 4 |
Male
| 189 | 2 | 2 |
Human Resources
| 3 |
Married
| 13,106 | 249,014 | 7 |
Y
|
No
| 44 | 3 | 1 | 80 | 1 | 19 | 5 | 4 | 18 | 16 | 10 | 12 |
54 |
Yes
|
Travel_Frequently
| 476 |
Hardware
| 21 | 2 |
Marketing
| 1 | 2,216 | 3 |
Male
| 31 | 2 | 4 |
Human Resources
| 1 |
Divorced
| 32,419 | 778,056 | 6 |
Y
|
Yes
| 26 | 3 | 2 | 80 | 4 | 1 | 5 | 2 | 1 | 1 | 1 | 1 |
42 |
No
|
Non-Travel
| 560 |
Support
| 27 | 5 |
Medical
| 1 | 2,217 | 1 |
Female
| 58 | 4 | 3 |
Research Scientist
| 3 |
Married
| 17,680 | 176,800 | 6 |
Y
|
No
| 27 | 2 | 1 | 80 | 4 | 34 | 6 | 3 | 29 | 1 | 4 | 20 |
54 |
No
|
Non-Travel
| 1,296 |
Support
| 46 | 3 |
Human Resources
| 1 | 2,218 | 4 |
Female
| 95 | 1 | 5 |
Laboratory Technician
| 1 |
Divorced
| 42,011 | 1,218,319 | 3 |
Y
|
No
| 16 | 4 | 4 | 80 | 1 | 22 | 2 | 4 | 4 | 3 | 3 | 3 |
37 |
No
|
Travel_Frequently
| 646 |
Hardware
| 1 | 2 |
Marketing
| 1 | 2,219 | 3 |
Female
| 200 | 1 | 3 |
Manufacturing Director
| 2 |
Single
| 47,572 | 570,864 | 8 |
Y
|
No
| 16 | 4 | 4 | 80 | 1 | 36 | 1 | 2 | 14 | 14 | 6 | 1 |
45 |
No
|
Travel_Rarely
| 522 |
Software
| 43 | 5 |
Life Sciences
| 1 | 2,220 | 1 |
Male
| 153 | 4 | 3 |
Healthcare Representative
| 4 |
Divorced
| 16,622 | 365,684 | 6 |
Y
|
No
| 46 | 2 | 2 | 80 | 3 | 24 | 4 | 1 | 6 | 1 | 1 | 5 |
18 |
Yes
|
Travel_Frequently
| 1,425 |
Support
| 16 | 2 |
Medical
| 1 | 2,221 | 4 |
Male
| 30 | 1 | 5 |
Laboratory Technician
| 1 |
Divorced
| 33,475 | 870,350 | 4 |
Y
|
Yes
| 26 | 4 | 2 | 80 | 2 | 2 | 3 | 3 | 1 | 1 | 1 | 1 |
32 |
Yes
|
Travel_Frequently
| 1,255 |
Research & Development
| 47 | 1 |
Marketing
| 1 | 2,222 | 3 |
Female
| 142 | 4 | 5 |
Laboratory Technician
| 2 |
Divorced
| 14,464 | 274,816 | 0 |
Y
|
Yes
| 5 | 4 | 2 | 80 | 1 | 19 | 6 | 3 | 5 | 5 | 1 | 5 |
28 |
No
|
Travel_Frequently
| 941 |
Software
| 30 | 4 |
Technical Degree
| 1 | 2,223 | 2 |
Female
| 148 | 1 | 1 |
Sales Executive
| 2 |
Single
| 21,365 | 640,950 | 5 |
Y
|
Yes
| 22 | 1 | 2 | 80 | 2 | 6 | 6 | 2 | 6 | 4 | 6 | 3 |
42 |
No
|
Travel_Frequently
| 234 |
Software
| 32 | 4 |
Technical Degree
| 1 | 2,224 | 1 |
Male
| 93 | 2 | 3 |
Developer
| 4 |
Married
| 50,501 | 151,503 | 1 |
Y
|
No
| 41 | 1 | 1 | 80 | 2 | 7 | 2 | 3 | 7 | 3 | 3 | 2 |
59 |
No
|
Travel_Rarely
| 1,175 |
Human Resources
| 22 | 3 |
Human Resources
| 1 | 2,225 | 1 |
Male
| 46 | 4 | 1 |
Healthcare Representative
| 2 |
Divorced
| 12,130 | 109,170 | 3 |
Y
|
No
| 32 | 4 | 1 | 80 | 3 | 37 | 6 | 4 | 17 | 17 | 6 | 7 |
30 |
No
|
Travel_Frequently
| 1,461 |
Human Resources
| 36 | 4 |
Medical
| 1 | 2,226 | 1 |
Female
| 62 | 2 | 3 |
Manufacturing Director
| 3 |
Divorced
| 30,117 | 873,393 | 8 |
Y
|
No
| 39 | 2 | 4 | 80 | 1 | 8 | 5 | 2 | 2 | 1 | 2 | 1 |
40 |
Yes
|
Travel_Rarely
| 388 |
Hardware
| 34 | 4 |
Life Sciences
| 1 | 2,227 | 4 |
Male
| 158 | 2 | 4 |
Research Director
| 2 |
Single
| 1,387 | 27,740 | 0 |
Y
|
No
| 17 | 2 | 4 | 80 | 4 | 35 | 2 | 1 | 27 | 9 | 8 | 19 |
36 |
Yes
|
Travel_Frequently
| 805 |
Sales
| 15 | 2 |
Medical
| 1 | 2,228 | 3 |
Female
| 124 | 3 | 2 |
Research Director
| 4 |
Divorced
| 24,385 | 317,005 | 4 |
Y
|
No
| 15 | 2 | 2 | 80 | 4 | 10 | 5 | 2 | 4 | 3 | 4 | 1 |
37 |
No
|
Travel_Frequently
| 495 |
Human Resources
| 35 | 5 |
Technical Degree
| 1 | 2,229 | 3 |
Female
| 42 | 1 | 3 |
Developer
| 2 |
Single
| 30,437 | 700,051 | 1 |
Y
|
No
| 4 | 3 | 3 | 80 | 1 | 21 | 2 | 4 | 19 | 11 | 12 | 1 |
42 |
Yes
|
Travel_Frequently
| 388 |
Sales
| 15 | 5 |
Other
| 1 | 2,230 | 3 |
Male
| 134 | 2 | 3 |
Sales Executive
| 4 |
Single
| 16,626 | 399,024 | 2 |
Y
|
Yes
| 43 | 4 | 2 | 80 | 3 | 21 | 4 | 2 | 16 | 16 | 14 | 12 |
46 |
No
|
Travel_Rarely
| 551 |
Research & Development
| 33 | 3 |
Medical
| 1 | 2,231 | 3 |
Male
| 89 | 3 | 3 |
Laboratory Technician
| 3 |
Single
| 21,780 | 326,700 | 1 |
Y
|
Yes
| 5 | 2 | 2 | 80 | 2 | 17 | 3 | 4 | 6 | 5 | 3 | 6 |
46 |
No
|
Travel_Frequently
| 1,207 |
Research & Development
| 4 | 2 |
Other
| 1 | 2,232 | 1 |
Female
| 65 | 3 | 1 |
Research Director
| 4 |
Divorced
| 12,440 | 87,080 | 6 |
Y
|
No
| 13 | 3 | 4 | 80 | 3 | 18 | 2 | 1 | 9 | 5 | 2 | 6 |
45 |
Yes
|
Travel_Frequently
| 987 |
Support
| 36 | 4 |
Technical Degree
| 1 | 2,233 | 2 |
Female
| 157 | 1 | 2 |
Sales Executive
| 2 |
Single
| 35,157 | 70,314 | 0 |
Y
|
No
| 16 | 2 | 1 | 80 | 4 | 21 | 2 | 4 | 13 | 10 | 12 | 9 |
55 |
Yes
|
Travel_Rarely
| 1,287 |
Human Resources
| 24 | 5 |
Other
| 1 | 2,234 | 2 |
Female
| 191 | 3 | 3 |
Developer
| 1 |
Single
| 17,909 | 447,725 | 3 |
Y
|
No
| 14 | 4 | 3 | 80 | 3 | 33 | 4 | 3 | 28 | 16 | 26 | 6 |
53 |
No
|
Travel_Rarely
| 173 |
Software
| 44 | 3 |
Life Sciences
| 1 | 2,235 | 1 |
Female
| 57 | 3 | 3 |
Human Resources
| 3 |
Single
| 42,514 | 127,542 | 5 |
Y
|
Yes
| 31 | 4 | 2 | 80 | 4 | 21 | 2 | 2 | 12 | 6 | 10 | 2 |
55 |
Yes
|
Travel_Rarely
| 358 |
Hardware
| 47 | 5 |
Technical Degree
| 1 | 2,236 | 3 |
Male
| 122 | 4 | 4 |
Developer
| 4 |
Single
| 3,141 | 9,423 | 7 |
Y
|
Yes
| 38 | 3 | 2 | 80 | 2 | 32 | 5 | 4 | 25 | 16 | 7 | 4 |
39 |
No
|
Travel_Frequently
| 242 |
Human Resources
| 22 | 5 |
Technical Degree
| 1 | 2,237 | 2 |
Female
| 163 | 1 | 2 |
Research Director
| 2 |
Divorced
| 32,868 | 558,756 | 2 |
Y
|
Yes
| 40 | 2 | 2 | 80 | 2 | 14 | 1 | 2 | 13 | 7 | 11 | 8 |
30 |
No
|
Travel_Rarely
| 1,214 |
Support
| 10 | 3 |
Medical
| 1 | 2,238 | 1 |
Female
| 152 | 4 | 1 |
Sales Executive
| 3 |
Married
| 30,863 | 740,712 | 1 |
Y
|
Yes
| 37 | 1 | 3 | 80 | 2 | 15 | 5 | 4 | 2 | 2 | 1 | 1 |
26 |
No
|
Non-Travel
| 241 |
Software
| 1 | 1 |
Technical Degree
| 1 | 2,239 | 1 |
Male
| 139 | 4 | 5 |
Human Resources
| 1 |
Single
| 20,482 | 122,892 | 4 |
Y
|
Yes
| 41 | 4 | 2 | 80 | 1 | 14 | 5 | 3 | 9 | 8 | 6 | 1 |
51 |
No
|
Non-Travel
| 1,043 |
Human Resources
| 31 | 1 |
Medical
| 1 | 2,240 | 4 |
Female
| 80 | 2 | 3 |
Human Resources
| 1 |
Single
| 42,236 | 337,888 | 6 |
Y
|
No
| 33 | 3 | 2 | 80 | 3 | 40 | 6 | 2 | 1 | 1 | 1 | 1 |
59 |
Yes
|
Non-Travel
| 1,275 |
Support
| 29 | 2 |
Marketing
| 1 | 2,241 | 4 |
Male
| 137 | 1 | 4 |
Research Director
| 4 |
Married
| 42,304 | 1,057,600 | 7 |
Y
|
Yes
| 30 | 1 | 4 | 80 | 2 | 36 | 5 | 4 | 28 | 12 | 26 | 28 |
37 |
Yes
|
Travel_Frequently
| 1,428 |
Support
| 21 | 4 |
Life Sciences
| 1 | 2,242 | 1 |
Male
| 84 | 4 | 4 |
Developer
| 1 |
Single
| 4,582 | 13,746 | 6 |
Y
|
No
| 27 | 3 | 4 | 80 | 3 | 29 | 4 | 2 | 3 | 2 | 2 | 1 |
54 |
No
|
Travel_Frequently
| 980 |
Software
| 46 | 2 |
Other
| 1 | 2,243 | 1 |
Male
| 132 | 2 | 4 |
Research Scientist
| 4 |
Married
| 43,096 | 1,077,400 | 4 |
Y
|
Yes
| 2 | 4 | 1 | 80 | 1 | 20 | 5 | 2 | 12 | 7 | 11 | 9 |
31 |
Yes
|
Travel_Frequently
| 169 |
Human Resources
| 7 | 5 |
Medical
| 1 | 2,244 | 2 |
Female
| 70 | 4 | 3 |
Sales Executive
| 2 |
Single
| 38,218 | 114,654 | 1 |
Y
|
No
| 25 | 4 | 2 | 80 | 3 | 38 | 2 | 1 | 30 | 5 | 20 | 24 |
28 |
Yes
|
Travel_Rarely
| 1,299 |
Software
| 31 | 3 |
Life Sciences
| 1 | 2,245 | 3 |
Male
| 149 | 4 | 5 |
Laboratory Technician
| 3 |
Divorced
| 9,201 | 202,422 | 0 |
Y
|
Yes
| 29 | 4 | 1 | 80 | 4 | 9 | 6 | 1 | 5 | 1 | 4 | 5 |
50 |
Yes
|
Travel_Frequently
| 1,331 |
Support
| 10 | 5 |
Marketing
| 1 | 2,246 | 1 |
Female
| 136 | 2 | 4 |
Sales Representative
| 2 |
Divorced
| 2,075 | 29,050 | 7 |
Y
|
No
| 25 | 4 | 2 | 80 | 3 | 19 | 5 | 1 | 16 | 14 | 5 | 4 |
39 |
No
|
Non-Travel
| 608 |
Hardware
| 25 | 4 |
Other
| 1 | 2,247 | 1 |
Male
| 194 | 2 | 1 |
Sales Executive
| 4 |
Single
| 24,378 | 195,024 | 0 |
Y
|
Yes
| 38 | 3 | 1 | 80 | 4 | 22 | 2 | 2 | 22 | 5 | 7 | 22 |
56 |
Yes
|
Travel_Rarely
| 390 |
Human Resources
| 21 | 5 |
Technical Degree
| 1 | 2,248 | 2 |
Female
| 177 | 4 | 4 |
Sales Representative
| 3 |
Married
| 30,294 | 212,058 | 4 |
Y
|
No
| 27 | 4 | 2 | 80 | 3 | 31 | 6 | 1 | 16 | 4 | 1 | 5 |
29 |
Yes
|
Travel_Frequently
| 453 |
Research & Development
| 42 | 3 |
Technical Degree
| 1 | 2,249 | 3 |
Female
| 161 | 2 | 4 |
Research Scientist
| 2 |
Divorced
| 33,643 | 33,643 | 6 |
Y
|
No
| 29 | 3 | 1 | 80 | 3 | 27 | 1 | 2 | 25 | 14 | 8 | 2 |
47 |
No
|
Travel_Rarely
| 1,158 |
Support
| 44 | 5 |
Life Sciences
| 1 | 2,250 | 3 |
Female
| 170 | 2 | 2 |
Sales Executive
| 4 |
Married
| 24,487 | 146,922 | 0 |
Y
|
No
| 10 | 2 | 1 | 80 | 1 | 14 | 5 | 3 | 8 | 6 | 8 | 8 |
53 |
Yes
|
Travel_Rarely
| 1,445 |
Sales
| 3 | 5 |
Technical Degree
| 1 | 2,251 | 1 |
Male
| 173 | 4 | 5 |
Laboratory Technician
| 1 |
Single
| 13,558 | 311,834 | 6 |
Y
|
No
| 23 | 3 | 1 | 80 | 1 | 29 | 3 | 1 | 22 | 3 | 4 | 21 |
25 |
No
|
Travel_Frequently
| 1,069 |
Hardware
| 13 | 5 |
Medical
| 1 | 2,252 | 4 |
Female
| 101 | 4 | 4 |
Research Scientist
| 2 |
Married
| 18,850 | 320,450 | 3 |
Y
|
No
| 6 | 1 | 2 | 80 | 4 | 34 | 1 | 2 | 18 | 9 | 13 | 7 |
41 |
Yes
|
Non-Travel
| 1,083 |
Software
| 34 | 5 |
Medical
| 1 | 2,253 | 1 |
Male
| 146 | 2 | 3 |
Sales Executive
| 3 |
Single
| 9,901 | 207,921 | 5 |
Y
|
No
| 6 | 3 | 1 | 80 | 1 | 2 | 5 | 2 | 2 | 2 | 2 | 2 |
49 |
Yes
|
Travel_Frequently
| 814 |
Support
| 38 | 1 |
Human Resources
| 1 | 2,254 | 3 |
Female
| 127 | 2 | 3 |
Research Scientist
| 4 |
Single
| 47,815 | 334,705 | 4 |
Y
|
No
| 27 | 4 | 1 | 80 | 1 | 10 | 6 | 4 | 1 | 1 | 1 | 1 |
50 |
Yes
|
Travel_Frequently
| 956 |
Hardware
| 33 | 1 |
Technical Degree
| 1 | 2,255 | 3 |
Male
| 170 | 4 | 3 |
Research Scientist
| 1 |
Single
| 16,160 | 96,960 | 3 |
Y
|
No
| 44 | 1 | 2 | 80 | 4 | 29 | 4 | 2 | 7 | 3 | 7 | 4 |
51 |
Yes
|
Non-Travel
| 793 |
Human Resources
| 21 | 3 |
Other
| 1 | 2,256 | 2 |
Female
| 45 | 3 | 3 |
Research Director
| 1 |
Divorced
| 8,425 | 193,775 | 7 |
Y
|
No
| 19 | 2 | 2 | 80 | 3 | 5 | 5 | 1 | 4 | 2 | 1 | 3 |
26 |
No
|
Travel_Rarely
| 368 |
Software
| 18 | 1 |
Other
| 1 | 2,257 | 3 |
Female
| 67 | 3 | 3 |
Manager
| 3 |
Married
| 28,780 | 28,780 | 1 |
Y
|
No
| 2 | 1 | 1 | 80 | 2 | 13 | 3 | 3 | 2 | 2 | 1 | 1 |
31 |
No
|
Non-Travel
| 473 |
Support
| 42 | 4 |
Technical Degree
| 1 | 2,258 | 1 |
Female
| 81 | 2 | 4 |
Research Scientist
| 3 |
Single
| 22,129 | 641,741 | 3 |
Y
|
Yes
| 18 | 1 | 2 | 80 | 3 | 36 | 5 | 2 | 27 | 25 | 2 | 23 |
29 |
Yes
|
Travel_Frequently
| 1,365 |
Human Resources
| 48 | 5 |
Technical Degree
| 1 | 2,259 | 3 |
Female
| 121 | 2 | 1 |
Developer
| 2 |
Divorced
| 27,605 | 828,150 | 2 |
Y
|
Yes
| 16 | 2 | 1 | 80 | 3 | 38 | 3 | 3 | 28 | 24 | 11 | 12 |
38 |
No
|
Travel_Frequently
| 239 |
Human Resources
| 8 | 3 |
Marketing
| 1 | 2,260 | 4 |
Female
| 123 | 4 | 2 |
Human Resources
| 4 |
Married
| 13,176 | 355,752 | 7 |
Y
|
Yes
| 49 | 2 | 4 | 80 | 4 | 32 | 1 | 3 | 5 | 3 | 5 | 3 |
29 |
No
|
Travel_Rarely
| 1,498 |
Software
| 40 | 1 |
Technical Degree
| 1 | 2,261 | 4 |
Male
| 87 | 1 | 1 |
Research Scientist
| 2 |
Divorced
| 42,461 | 679,376 | 3 |
Y
|
No
| 30 | 3 | 1 | 80 | 4 | 12 | 3 | 1 | 4 | 4 | 1 | 3 |
58 |
No
|
Travel_Frequently
| 108 |
Sales
| 39 | 1 |
Human Resources
| 1 | 2,262 | 2 |
Female
| 180 | 3 | 2 |
Manufacturing Director
| 3 |
Married
| 33,292 | 699,132 | 6 |
Y
|
Yes
| 26 | 2 | 1 | 80 | 1 | 21 | 1 | 3 | 9 | 5 | 1 | 6 |
25 |
No
|
Travel_Frequently
| 1,399 |
Sales
| 9 | 4 |
Technical Degree
| 1 | 2,263 | 2 |
Female
| 98 | 3 | 4 |
Laboratory Technician
| 2 |
Married
| 29,299 | 410,186 | 7 |
Y
|
Yes
| 20 | 2 | 3 | 80 | 1 | 38 | 5 | 2 | 38 | 24 | 22 | 20 |
42 |
No
|
Travel_Rarely
| 1,193 |
Research & Development
| 40 | 5 |
Life Sciences
| 1 | 2,264 | 4 |
Male
| 134 | 1 | 2 |
Sales Representative
| 3 |
Married
| 24,847 | 323,011 | 2 |
Y
|
Yes
| 16 | 2 | 4 | 80 | 1 | 6 | 2 | 3 | 6 | 3 | 3 | 6 |
30 |
Yes
|
Travel_Rarely
| 1,403 |
Software
| 31 | 1 |
Human Resources
| 1 | 2,265 | 1 |
Male
| 121 | 1 | 2 |
Manufacturing Director
| 4 |
Divorced
| 41,849 | 585,886 | 6 |
Y
|
Yes
| 42 | 1 | 4 | 80 | 1 | 30 | 2 | 4 | 27 | 3 | 12 | 10 |
54 |
No
|
Travel_Frequently
| 792 |
Research & Development
| 20 | 3 |
Medical
| 1 | 2,266 | 3 |
Male
| 102 | 3 | 3 |
Sales Representative
| 1 |
Single
| 27,173 | 108,692 | 1 |
Y
|
No
| 3 | 2 | 1 | 80 | 2 | 31 | 2 | 1 | 24 | 16 | 2 | 14 |
36 |
Yes
|
Travel_Rarely
| 997 |
Support
| 15 | 3 |
Other
| 1 | 2,267 | 3 |
Female
| 155 | 2 | 4 |
Manufacturing Director
| 1 |
Divorced
| 47,226 | 377,808 | 5 |
Y
|
Yes
| 0 | 1 | 1 | 80 | 3 | 4 | 4 | 1 | 2 | 2 | 2 | 2 |
33 |
Yes
|
Travel_Rarely
| 307 |
Software
| 37 | 5 |
Human Resources
| 1 | 2,268 | 4 |
Female
| 80 | 2 | 4 |
Research Director
| 1 |
Married
| 43,241 | 389,169 | 4 |
Y
|
No
| 40 | 2 | 2 | 80 | 2 | 26 | 6 | 4 | 14 | 6 | 11 | 14 |
19 |
No
|
Travel_Rarely
| 1,230 |
Support
| 29 | 5 |
Life Sciences
| 1 | 2,269 | 4 |
Female
| 125 | 2 | 1 |
Laboratory Technician
| 2 |
Married
| 46,410 | 464,100 | 3 |
Y
|
No
| 2 | 2 | 4 | 80 | 3 | 26 | 4 | 1 | 22 | 2 | 9 | 20 |
42 |
No
|
Travel_Frequently
| 731 |
Software
| 50 | 5 |
Technical Degree
| 1 | 2,270 | 1 |
Female
| 105 | 3 | 1 |
Research Director
| 4 |
Divorced
| 46,373 | 139,119 | 5 |
Y
|
Yes
| 39 | 4 | 4 | 80 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 2 |
38 |
No
|
Travel_Frequently
| 760 |
Research & Development
| 28 | 4 |
Medical
| 1 | 2,271 | 1 |
Female
| 200 | 4 | 3 |
Manufacturing Director
| 3 |
Single
| 23,047 | 46,094 | 8 |
Y
|
No
| 17 | 4 | 2 | 80 | 4 | 18 | 5 | 4 | 7 | 4 | 6 | 4 |
26 |
No
|
Travel_Rarely
| 1,427 |
Hardware
| 26 | 4 |
Medical
| 1 | 2,272 | 4 |
Female
| 30 | 1 | 3 |
Sales Executive
| 3 |
Divorced
| 19,185 | 230,220 | 0 |
Y
|
No
| 27 | 3 | 3 | 80 | 1 | 13 | 6 | 4 | 2 | 2 | 1 | 2 |
41 |
Yes
|
Travel_Rarely
| 373 |
Support
| 7 | 4 |
Human Resources
| 1 | 2,273 | 4 |
Male
| 80 | 1 | 2 |
Manager
| 3 |
Single
| 6,518 | 156,432 | 3 |
Y
|
No
| 28 | 4 | 1 | 80 | 2 | 30 | 6 | 1 | 28 | 24 | 5 | 20 |
18 |
Yes
|
Non-Travel
| 1,457 |
Research & Development
| 16 | 3 |
Technical Degree
| 1 | 2,274 | 2 |
Female
| 60 | 1 | 1 |
Laboratory Technician
| 2 |
Single
| 29,438 | 677,074 | 3 |
Y
|
Yes
| 42 | 1 | 1 | 80 | 1 | 3 | 3 | 3 | 2 | 1 | 1 | 1 |
55 |
No
|
Non-Travel
| 356 |
Software
| 9 | 1 |
Human Resources
| 1 | 2,275 | 4 |
Female
| 94 | 2 | 2 |
Human Resources
| 1 |
Single
| 47,689 | 858,402 | 1 |
Y
|
No
| 23 | 3 | 4 | 80 | 2 | 38 | 6 | 2 | 36 | 7 | 14 | 15 |
37 |
No
|
Travel_Frequently
| 246 |
Human Resources
| 19 | 1 |
Other
| 1 | 2,276 | 3 |
Male
| 36 | 3 | 5 |
Research Scientist
| 2 |
Married
| 9,999 | 59,994 | 5 |
Y
|
No
| 6 | 4 | 2 | 80 | 1 | 15 | 3 | 3 | 8 | 8 | 2 | 1 |
40 |
No
|
Travel_Rarely
| 650 |
Research & Development
| 19 | 2 |
Life Sciences
| 1 | 2,277 | 3 |
Female
| 197 | 1 | 4 |
Manufacturing Director
| 3 |
Divorced
| 18,303 | 439,272 | 8 |
Y
|
Yes
| 44 | 4 | 4 | 80 | 2 | 15 | 1 | 1 | 7 | 1 | 5 | 7 |
47 |
Yes
|
Non-Travel
| 369 |
Human Resources
| 27 | 4 |
Medical
| 1 | 2,278 | 1 |
Male
| 69 | 2 | 5 |
Manager
| 2 |
Divorced
| 22,581 | 519,363 | 2 |
Y
|
No
| 43 | 1 | 4 | 80 | 2 | 10 | 5 | 3 | 3 | 2 | 1 | 1 |
33 |
No
|
Travel_Rarely
| 1,473 |
Sales
| 19 | 3 |
Life Sciences
| 1 | 2,279 | 1 |
Male
| 125 | 3 | 2 |
Sales Representative
| 1 |
Single
| 7,440 | 193,440 | 4 |
Y
|
No
| 46 | 1 | 3 | 80 | 1 | 35 | 2 | 1 | 11 | 4 | 5 | 11 |
58 |
Yes
|
Travel_Frequently
| 130 |
Support
| 41 | 4 |
Technical Degree
| 1 | 2,280 | 3 |
Male
| 83 | 4 | 3 |
Laboratory Technician
| 1 |
Single
| 47,467 | 1,091,741 | 2 |
Y
|
No
| 41 | 2 | 3 | 80 | 4 | 39 | 1 | 2 | 28 | 20 | 26 | 10 |
52 |
No
|
Travel_Rarely
| 1,031 |
Human Resources
| 2 | 4 |
Human Resources
| 1 | 2,281 | 2 |
Female
| 129 | 3 | 2 |
Research Scientist
| 1 |
Divorced
| 50,986 | 1,325,636 | 3 |
Y
|
No
| 43 | 2 | 1 | 80 | 3 | 19 | 4 | 3 | 8 | 6 | 2 | 8 |
25 |
Yes
|
Travel_Rarely
| 426 |
Human Resources
| 26 | 3 |
Human Resources
| 1 | 2,282 | 3 |
Female
| 97 | 2 | 1 |
Laboratory Technician
| 4 |
Married
| 3,899 | 105,273 | 5 |
Y
|
No
| 6 | 1 | 1 | 80 | 4 | 3 | 4 | 3 | 3 | 3 | 1 | 2 |
56 |
No
|
Travel_Frequently
| 1,319 |
Software
| 31 | 1 |
Medical
| 1 | 2,283 | 2 |
Male
| 165 | 2 | 4 |
Human Resources
| 4 |
Divorced
| 42,543 | 808,317 | 2 |
Y
|
Yes
| 33 | 3 | 3 | 80 | 1 | 20 | 1 | 4 | 7 | 3 | 2 | 5 |
40 |
No
|
Non-Travel
| 277 |
Human Resources
| 27 | 3 |
Other
| 1 | 2,284 | 2 |
Female
| 90 | 2 | 3 |
Developer
| 3 |
Single
| 18,307 | 439,368 | 8 |
Y
|
No
| 41 | 3 | 2 | 80 | 4 | 19 | 4 | 3 | 11 | 2 | 9 | 4 |
22 |
Yes
|
Travel_Frequently
| 1,115 |
Sales
| 46 | 1 |
Human Resources
| 1 | 2,285 | 3 |
Male
| 118 | 3 | 1 |
Manufacturing Director
| 4 |
Divorced
| 36,730 | 844,790 | 3 |
Y
|
No
| 20 | 4 | 1 | 80 | 1 | 37 | 5 | 3 | 13 | 2 | 4 | 3 |
56 |
Yes
|
Travel_Rarely
| 585 |
Research & Development
| 22 | 5 |
Other
| 1 | 2,286 | 1 |
Male
| 165 | 2 | 2 |
Manufacturing Director
| 4 |
Single
| 20,093 | 462,139 | 2 |
Y
|
No
| 1 | 4 | 4 | 80 | 1 | 7 | 5 | 1 | 4 | 4 | 2 | 4 |
22 |
Yes
|
Non-Travel
| 479 |
Software
| 2 | 5 |
Other
| 1 | 2,287 | 3 |
Female
| 60 | 1 | 1 |
Research Scientist
| 3 |
Divorced
| 18,292 | 109,752 | 0 |
Y
|
Yes
| 10 | 4 | 3 | 80 | 2 | 38 | 3 | 1 | 11 | 5 | 6 | 2 |
57 |
No
|
Travel_Rarely
| 1,035 |
Support
| 33 | 2 |
Marketing
| 1 | 2,288 | 3 |
Female
| 119 | 1 | 2 |
Laboratory Technician
| 3 |
Single
| 7,132 | 42,792 | 3 |
Y
|
No
| 0 | 3 | 3 | 80 | 4 | 27 | 4 | 4 | 26 | 24 | 3 | 19 |
29 |
No
|
Travel_Rarely
| 761 |
Hardware
| 25 | 2 |
Technical Degree
| 1 | 2,289 | 1 |
Male
| 118 | 4 | 1 |
Human Resources
| 3 |
Single
| 22,981 | 229,810 | 2 |
Y
|
No
| 4 | 3 | 2 | 80 | 3 | 40 | 2 | 2 | 20 | 12 | 13 | 7 |
60 |
Yes
|
Travel_Frequently
| 588 |
Sales
| 27 | 1 |
Technical Degree
| 1 | 2,290 | 4 |
Female
| 68 | 2 | 5 |
Human Resources
| 4 |
Married
| 35,687 | 999,236 | 2 |
Y
|
Yes
| 42 | 3 | 3 | 80 | 3 | 32 | 4 | 4 | 20 | 10 | 17 | 3 |
19 |
Yes
|
Non-Travel
| 1,318 |
Software
| 9 | 3 |
Other
| 1 | 2,291 | 1 |
Male
| 64 | 4 | 5 |
Human Resources
| 2 |
Divorced
| 8,621 | 77,589 | 8 |
Y
|
No
| 2 | 2 | 1 | 80 | 1 | 20 | 3 | 4 | 15 | 2 | 2 | 13 |
56 |
Yes
|
Travel_Rarely
| 1,168 |
Software
| 6 | 4 |
Life Sciences
| 1 | 2,292 | 1 |
Female
| 118 | 3 | 4 |
Research Scientist
| 3 |
Divorced
| 1,930 | 34,740 | 5 |
Y
|
No
| 30 | 4 | 1 | 80 | 2 | 21 | 1 | 4 | 9 | 6 | 3 | 4 |
30 |
No
|
Travel_Rarely
| 1,464 |
Human Resources
| 37 | 1 |
Technical Degree
| 1 | 2,293 | 3 |
Female
| 174 | 4 | 2 |
Manager
| 2 |
Single
| 37,311 | 634,287 | 0 |
Y
|
Yes
| 16 | 3 | 4 | 80 | 3 | 14 | 6 | 2 | 13 | 3 | 1 | 6 |
47 |
Yes
|
Travel_Frequently
| 510 |
Software
| 7 | 4 |
Other
| 1 | 2,294 | 2 |
Female
| 160 | 2 | 1 |
Research Director
| 1 |
Married
| 44,746 | 268,476 | 7 |
Y
|
No
| 36 | 2 | 2 | 80 | 1 | 22 | 6 | 4 | 1 | 1 | 1 | 1 |
59 |
Yes
|
Travel_Frequently
| 1,131 |
Hardware
| 2 | 2 |
Marketing
| 1 | 2,295 | 2 |
Male
| 127 | 2 | 2 |
Research Director
| 3 |
Married
| 42,200 | 506,400 | 0 |
Y
|
Yes
| 21 | 3 | 4 | 80 | 4 | 35 | 1 | 1 | 21 | 7 | 19 | 8 |
41 |
No
|
Travel_Rarely
| 1,070 |
Hardware
| 16 | 3 |
Medical
| 1 | 2,296 | 1 |
Female
| 45 | 4 | 4 |
Laboratory Technician
| 1 |
Divorced
| 12,022 | 144,264 | 7 |
Y
|
Yes
| 25 | 4 | 1 | 80 | 4 | 36 | 3 | 1 | 16 | 2 | 4 | 15 |
21 |
Yes
|
Travel_Rarely
| 1,082 |
Hardware
| 15 | 3 |
Marketing
| 1 | 2,297 | 4 |
Female
| 151 | 2 | 2 |
Research Scientist
| 1 |
Single
| 14,764 | 44,292 | 5 |
Y
|
Yes
| 33 | 3 | 3 | 80 | 2 | 32 | 1 | 2 | 1 | 1 | 1 | 1 |
49 |
No
|
Travel_Rarely
| 645 |
Software
| 2 | 1 |
Medical
| 1 | 2,298 | 4 |
Female
| 139 | 2 | 2 |
Laboratory Technician
| 4 |
Single
| 45,092 | 180,368 | 8 |
Y
|
Yes
| 43 | 1 | 2 | 80 | 2 | 17 | 1 | 2 | 6 | 4 | 3 | 1 |
46 |
No
|
Travel_Rarely
| 1,048 |
Software
| 13 | 1 |
Marketing
| 1 | 2,299 | 1 |
Female
| 67 | 2 | 4 |
Sales Executive
| 2 |
Married
| 11,033 | 55,165 | 6 |
Y
|
Yes
| 6 | 2 | 4 | 80 | 2 | 1 | 6 | 2 | 1 | 1 | 1 | 1 |
60 |
No
|
Travel_Rarely
| 732 |
Research & Development
| 4 | 2 |
Technical Degree
| 1 | 2,300 | 3 |
Female
| 34 | 4 | 5 |
Sales Executive
| 2 |
Married
| 48,539 | 1,213,475 | 3 |
Y
|
No
| 24 | 3 | 1 | 80 | 2 | 30 | 5 | 2 | 8 | 1 | 5 | 5 |
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