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
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
25 |
Yes
|
Non-Travel
| 119 |
Research & Development
| 37 | 5 |
Life Sciences
| 1 | 2,301 | 4 |
Female
| 186 | 1 | 4 |
Human Resources
| 1 |
Married
| 37,698 | 716,262 | 8 |
Y
|
Yes
| 12 | 4 | 2 | 80 | 4 | 34 | 5 | 3 | 15 | 3 | 1 | 13 |
21 |
Yes
|
Non-Travel
| 349 |
Hardware
| 47 | 5 |
Human Resources
| 1 | 2,302 | 3 |
Male
| 88 | 1 | 2 |
Sales Representative
| 1 |
Divorced
| 25,030 | 650,780 | 7 |
Y
|
No
| 5 | 4 | 1 | 80 | 2 | 39 | 1 | 4 | 2 | 1 | 1 | 2 |
49 |
No
|
Travel_Frequently
| 1,289 |
Software
| 32 | 5 |
Marketing
| 1 | 2,303 | 4 |
Female
| 135 | 2 | 5 |
Healthcare Representative
| 2 |
Single
| 41,543 | 249,258 | 6 |
Y
|
No
| 33 | 3 | 4 | 80 | 3 | 36 | 1 | 4 | 2 | 1 | 2 | 2 |
23 |
No
|
Non-Travel
| 859 |
Support
| 40 | 3 |
Medical
| 1 | 2,304 | 2 |
Male
| 98 | 2 | 2 |
Laboratory Technician
| 4 |
Single
| 17,385 | 260,775 | 6 |
Y
|
Yes
| 42 | 3 | 1 | 80 | 4 | 17 | 5 | 3 | 11 | 4 | 7 | 7 |
51 |
No
|
Non-Travel
| 1,350 |
Sales
| 14 | 3 |
Technical Degree
| 1 | 2,305 | 1 |
Male
| 167 | 4 | 5 |
Healthcare Representative
| 2 |
Married
| 38,128 | 1,143,840 | 5 |
Y
|
Yes
| 35 | 1 | 3 | 80 | 2 | 7 | 5 | 3 | 6 | 5 | 5 | 1 |
58 |
Yes
|
Travel_Rarely
| 1,428 |
Support
| 18 | 1 |
Human Resources
| 1 | 2,306 | 4 |
Male
| 194 | 1 | 2 |
Sales Representative
| 4 |
Married
| 12,558 | 62,790 | 8 |
Y
|
No
| 26 | 3 | 2 | 80 | 4 | 35 | 1 | 2 | 26 | 23 | 11 | 5 |
33 |
No
|
Non-Travel
| 962 |
Human Resources
| 41 | 1 |
Marketing
| 1 | 2,307 | 2 |
Male
| 87 | 1 | 1 |
Manufacturing Director
| 1 |
Single
| 28,173 | 56,346 | 8 |
Y
|
Yes
| 42 | 4 | 4 | 80 | 1 | 33 | 1 | 1 | 8 | 7 | 5 | 7 |
52 |
No
|
Travel_Rarely
| 132 |
Research & Development
| 45 | 4 |
Life Sciences
| 1 | 2,308 | 2 |
Female
| 39 | 3 | 5 |
Research Scientist
| 1 |
Married
| 24,711 | 716,619 | 2 |
Y
|
Yes
| 15 | 2 | 1 | 80 | 2 | 14 | 3 | 2 | 6 | 6 | 1 | 1 |
20 |
Yes
|
Non-Travel
| 1,393 |
Support
| 29 | 1 |
Marketing
| 1 | 2,309 | 3 |
Male
| 102 | 1 | 4 |
Research Director
| 4 |
Single
| 12,573 | 12,573 | 6 |
Y
|
No
| 7 | 1 | 4 | 80 | 2 | 13 | 6 | 4 | 6 | 6 | 1 | 4 |
60 |
No
|
Non-Travel
| 679 |
Human Resources
| 28 | 3 |
Human Resources
| 1 | 2,310 | 2 |
Male
| 169 | 3 | 2 |
Human Resources
| 2 |
Single
| 37,092 | 778,932 | 0 |
Y
|
Yes
| 26 | 2 | 3 | 80 | 1 | 21 | 3 | 2 | 19 | 17 | 5 | 1 |
25 |
Yes
|
Non-Travel
| 1,023 |
Hardware
| 16 | 3 |
Human Resources
| 1 | 2,311 | 3 |
Male
| 171 | 2 | 1 |
Sales Executive
| 3 |
Divorced
| 29,478 | 324,258 | 5 |
Y
|
Yes
| 12 | 2 | 3 | 80 | 1 | 30 | 6 | 2 | 8 | 4 | 5 | 7 |
26 |
No
|
Travel_Rarely
| 1,227 |
Support
| 21 | 1 |
Other
| 1 | 2,312 | 3 |
Male
| 83 | 3 | 5 |
Manager
| 4 |
Single
| 44,878 | 987,316 | 8 |
Y
|
No
| 4 | 1 | 1 | 80 | 2 | 34 | 3 | 2 | 15 | 8 | 9 | 13 |
49 |
Yes
|
Travel_Rarely
| 851 |
Hardware
| 43 | 2 |
Life Sciences
| 1 | 2,313 | 4 |
Male
| 192 | 2 | 2 |
Sales Executive
| 4 |
Married
| 49,395 | 197,580 | 2 |
Y
|
Yes
| 23 | 3 | 2 | 80 | 4 | 36 | 3 | 4 | 8 | 4 | 2 | 3 |
53 |
No
|
Travel_Rarely
| 984 |
Human Resources
| 47 | 5 |
Other
| 1 | 2,314 | 1 |
Male
| 83 | 4 | 4 |
Research Director
| 4 |
Single
| 3,684 | 66,312 | 3 |
Y
|
No
| 2 | 1 | 3 | 80 | 2 | 9 | 4 | 3 | 3 | 2 | 3 | 3 |
38 |
No
|
Non-Travel
| 573 |
Sales
| 36 | 1 |
Other
| 1 | 2,315 | 2 |
Female
| 108 | 1 | 3 |
Sales Executive
| 4 |
Divorced
| 26,717 | 347,321 | 3 |
Y
|
No
| 13 | 3 | 1 | 80 | 4 | 1 | 6 | 4 | 1 | 1 | 1 | 1 |
34 |
Yes
|
Non-Travel
| 376 |
Software
| 2 | 4 |
Marketing
| 1 | 2,316 | 1 |
Male
| 200 | 4 | 1 |
Manufacturing Director
| 3 |
Divorced
| 50,930 | 509,300 | 0 |
Y
|
No
| 13 | 1 | 2 | 80 | 4 | 8 | 1 | 1 | 7 | 1 | 1 | 4 |
54 |
Yes
|
Travel_Frequently
| 776 |
Research & Development
| 14 | 2 |
Life Sciences
| 1 | 2,317 | 3 |
Male
| 90 | 4 | 1 |
Manufacturing Director
| 2 |
Married
| 18,649 | 447,576 | 5 |
Y
|
Yes
| 45 | 2 | 4 | 80 | 1 | 30 | 1 | 4 | 5 | 1 | 2 | 1 |
51 |
Yes
|
Non-Travel
| 347 |
Sales
| 29 | 3 |
Other
| 1 | 2,318 | 2 |
Male
| 38 | 2 | 5 |
Manager
| 2 |
Divorced
| 29,737 | 267,633 | 3 |
Y
|
No
| 2 | 3 | 4 | 80 | 2 | 10 | 2 | 4 | 8 | 6 | 4 | 7 |
44 |
Yes
|
Travel_Frequently
| 514 |
Support
| 10 | 2 |
Medical
| 1 | 2,319 | 4 |
Male
| 173 | 3 | 1 |
Healthcare Representative
| 2 |
Single
| 44,948 | 1,303,492 | 4 |
Y
|
Yes
| 12 | 3 | 4 | 80 | 1 | 9 | 3 | 3 | 4 | 1 | 4 | 3 |
26 |
Yes
|
Travel_Rarely
| 1,091 |
Sales
| 10 | 3 |
Life Sciences
| 1 | 2,320 | 3 |
Female
| 138 | 3 | 4 |
Research Scientist
| 1 |
Single
| 7,561 | 181,464 | 6 |
Y
|
Yes
| 20 | 4 | 2 | 80 | 2 | 4 | 1 | 3 | 2 | 1 | 2 | 1 |
51 |
No
|
Non-Travel
| 909 |
Research & Development
| 28 | 5 |
Other
| 1 | 2,321 | 2 |
Female
| 85 | 4 | 4 |
Developer
| 1 |
Married
| 24,421 | 317,473 | 2 |
Y
|
No
| 42 | 2 | 4 | 80 | 1 | 23 | 4 | 3 | 15 | 1 | 6 | 11 |
52 |
Yes
|
Non-Travel
| 886 |
Research & Development
| 46 | 5 |
Medical
| 1 | 2,322 | 2 |
Male
| 58 | 2 | 5 |
Manager
| 2 |
Divorced
| 44,229 | 574,977 | 6 |
Y
|
Yes
| 10 | 3 | 1 | 80 | 4 | 14 | 4 | 3 | 7 | 6 | 1 | 5 |
46 |
No
|
Travel_Rarely
| 553 |
Support
| 13 | 4 |
Other
| 1 | 2,323 | 3 |
Male
| 90 | 1 | 4 |
Sales Representative
| 2 |
Married
| 36,621 | 36,621 | 4 |
Y
|
No
| 45 | 1 | 2 | 80 | 2 | 17 | 3 | 1 | 9 | 6 | 6 | 9 |
34 |
No
|
Travel_Rarely
| 219 |
Research & Development
| 26 | 4 |
Other
| 1 | 2,324 | 1 |
Female
| 192 | 1 | 3 |
Human Resources
| 1 |
Single
| 26,585 | 319,020 | 3 |
Y
|
Yes
| 19 | 2 | 2 | 80 | 1 | 8 | 4 | 1 | 5 | 4 | 1 | 1 |
43 |
No
|
Travel_Rarely
| 1,047 |
Research & Development
| 37 | 1 |
Technical Degree
| 1 | 2,325 | 4 |
Female
| 105 | 3 | 4 |
Laboratory Technician
| 2 |
Married
| 19,673 | 373,787 | 8 |
Y
|
No
| 40 | 2 | 4 | 80 | 1 | 29 | 5 | 2 | 9 | 1 | 2 | 4 |
52 |
Yes
|
Travel_Rarely
| 1,374 |
Hardware
| 49 | 2 |
Other
| 1 | 2,326 | 1 |
Male
| 197 | 1 | 3 |
Human Resources
| 4 |
Single
| 49,425 | 494,250 | 1 |
Y
|
Yes
| 47 | 4 | 2 | 80 | 2 | 23 | 6 | 2 | 20 | 3 | 1 | 6 |
34 |
Yes
|
Non-Travel
| 751 |
Hardware
| 34 | 5 |
Life Sciences
| 1 | 2,327 | 3 |
Male
| 193 | 3 | 3 |
Manufacturing Director
| 4 |
Married
| 27,673 | 166,038 | 6 |
Y
|
Yes
| 0 | 1 | 3 | 80 | 2 | 22 | 3 | 4 | 10 | 1 | 9 | 10 |
55 |
No
|
Non-Travel
| 969 |
Sales
| 24 | 2 |
Other
| 1 | 2,328 | 2 |
Female
| 134 | 2 | 5 |
Healthcare Representative
| 2 |
Divorced
| 34,902 | 453,726 | 3 |
Y
|
No
| 26 | 4 | 4 | 80 | 3 | 38 | 6 | 4 | 32 | 22 | 1 | 1 |
42 |
Yes
|
Travel_Frequently
| 1,381 |
Research & Development
| 22 | 4 |
Human Resources
| 1 | 2,329 | 2 |
Male
| 133 | 3 | 3 |
Sales Executive
| 1 |
Married
| 33,590 | 235,130 | 3 |
Y
|
No
| 41 | 1 | 2 | 80 | 2 | 9 | 1 | 1 | 1 | 1 | 1 | 1 |
18 |
No
|
Non-Travel
| 1,328 |
Hardware
| 26 | 4 |
Marketing
| 1 | 2,330 | 2 |
Female
| 169 | 3 | 3 |
Research Director
| 2 |
Divorced
| 45,104 | 586,352 | 8 |
Y
|
Yes
| 33 | 2 | 1 | 80 | 2 | 8 | 5 | 2 | 2 | 1 | 2 | 2 |
31 |
No
|
Travel_Frequently
| 633 |
Support
| 37 | 3 |
Life Sciences
| 1 | 2,331 | 1 |
Female
| 65 | 2 | 3 |
Human Resources
| 2 |
Divorced
| 26,121 | 182,847 | 5 |
Y
|
No
| 15 | 4 | 4 | 80 | 4 | 5 | 1 | 4 | 2 | 1 | 1 | 2 |
40 |
No
|
Travel_Frequently
| 1,064 |
Research & Development
| 17 | 3 |
Life Sciences
| 1 | 2,332 | 4 |
Male
| 64 | 3 | 4 |
Developer
| 4 |
Single
| 4,972 | 79,552 | 0 |
Y
|
No
| 49 | 3 | 1 | 80 | 2 | 32 | 5 | 2 | 12 | 3 | 6 | 12 |
18 |
No
|
Travel_Frequently
| 367 |
Support
| 6 | 3 |
Technical Degree
| 1 | 2,333 | 1 |
Male
| 148 | 3 | 3 |
Research Director
| 3 |
Divorced
| 11,420 | 91,360 | 8 |
Y
|
No
| 49 | 4 | 2 | 80 | 2 | 3 | 1 | 3 | 1 | 1 | 1 | 1 |
53 |
No
|
Travel_Rarely
| 1,251 |
Sales
| 32 | 5 |
Medical
| 1 | 2,334 | 3 |
Female
| 52 | 1 | 1 |
Laboratory Technician
| 2 |
Divorced
| 15,271 | 76,355 | 6 |
Y
|
No
| 9 | 4 | 1 | 80 | 3 | 39 | 3 | 1 | 17 | 8 | 11 | 8 |
31 |
Yes
|
Travel_Rarely
| 1,433 |
Human Resources
| 39 | 1 |
Medical
| 1 | 2,335 | 2 |
Male
| 132 | 1 | 1 |
Manager
| 2 |
Single
| 43,156 | 819,964 | 0 |
Y
|
No
| 32 | 3 | 4 | 80 | 2 | 3 | 4 | 3 | 3 | 1 | 2 | 3 |
52 |
No
|
Non-Travel
| 872 |
Human Resources
| 16 | 4 |
Life Sciences
| 1 | 2,336 | 2 |
Male
| 109 | 3 | 4 |
Laboratory Technician
| 1 |
Single
| 47,776 | 1,337,728 | 6 |
Y
|
No
| 14 | 2 | 3 | 80 | 2 | 19 | 1 | 2 | 9 | 7 | 1 | 9 |
27 |
No
|
Travel_Frequently
| 1,359 |
Software
| 34 | 4 |
Marketing
| 1 | 2,337 | 2 |
Female
| 114 | 2 | 5 |
Sales Executive
| 1 |
Divorced
| 16,820 | 302,760 | 6 |
Y
|
No
| 6 | 1 | 4 | 80 | 3 | 31 | 2 | 2 | 16 | 16 | 16 | 7 |
50 |
Yes
|
Non-Travel
| 423 |
Support
| 31 | 2 |
Marketing
| 1 | 2,338 | 4 |
Male
| 179 | 1 | 1 |
Sales Executive
| 3 |
Divorced
| 27,379 | 739,233 | 7 |
Y
|
Yes
| 27 | 1 | 1 | 80 | 4 | 22 | 3 | 2 | 6 | 2 | 1 | 3 |
22 |
Yes
|
Travel_Frequently
| 303 |
Support
| 43 | 1 |
Other
| 1 | 2,339 | 2 |
Male
| 43 | 4 | 2 |
Manager
| 1 |
Married
| 26,736 | 534,720 | 3 |
Y
|
Yes
| 25 | 2 | 4 | 80 | 4 | 40 | 4 | 3 | 9 | 3 | 6 | 7 |
22 |
No
|
Travel_Frequently
| 659 |
Software
| 1 | 4 |
Human Resources
| 1 | 2,340 | 1 |
Male
| 160 | 1 | 3 |
Research Scientist
| 4 |
Single
| 18,293 | 146,344 | 6 |
Y
|
Yes
| 12 | 3 | 4 | 80 | 4 | 25 | 5 | 1 | 23 | 20 | 22 | 16 |
57 |
Yes
|
Travel_Frequently
| 1,383 |
Human Resources
| 21 | 2 |
Medical
| 1 | 2,341 | 2 |
Female
| 180 | 2 | 2 |
Manager
| 1 |
Divorced
| 46,698 | 140,094 | 2 |
Y
|
Yes
| 49 | 4 | 2 | 80 | 3 | 7 | 3 | 1 | 6 | 1 | 5 | 4 |
44 |
No
|
Travel_Frequently
| 642 |
Human Resources
| 42 | 5 |
Other
| 1 | 2,342 | 1 |
Female
| 46 | 4 | 3 |
Research Scientist
| 3 |
Divorced
| 44,048 | 440,480 | 0 |
Y
|
No
| 47 | 4 | 2 | 80 | 1 | 12 | 5 | 4 | 9 | 2 | 3 | 1 |
29 |
Yes
|
Non-Travel
| 266 |
Support
| 39 | 1 |
Life Sciences
| 1 | 2,343 | 3 |
Male
| 175 | 4 | 2 |
Research Director
| 1 |
Divorced
| 7,682 | 169,004 | 2 |
Y
|
No
| 28 | 1 | 2 | 80 | 2 | 22 | 6 | 3 | 3 | 2 | 1 | 1 |
56 |
Yes
|
Travel_Rarely
| 1,011 |
Software
| 5 | 3 |
Technical Degree
| 1 | 2,344 | 2 |
Male
| 175 | 4 | 4 |
Manufacturing Director
| 3 |
Divorced
| 33,463 | 468,482 | 4 |
Y
|
No
| 2 | 1 | 2 | 80 | 3 | 25 | 3 | 3 | 13 | 13 | 3 | 3 |
47 |
No
|
Travel_Frequently
| 1,268 |
Hardware
| 1 | 1 |
Human Resources
| 1 | 2,345 | 1 |
Male
| 66 | 4 | 5 |
Healthcare Representative
| 4 |
Married
| 8,559 | 248,211 | 4 |
Y
|
Yes
| 25 | 3 | 4 | 80 | 1 | 20 | 6 | 2 | 10 | 7 | 6 | 7 |
21 |
No
|
Non-Travel
| 511 |
Software
| 12 | 5 |
Human Resources
| 1 | 2,346 | 4 |
Female
| 166 | 4 | 4 |
Research Director
| 4 |
Married
| 47,281 | 1,323,868 | 4 |
Y
|
Yes
| 47 | 3 | 3 | 80 | 2 | 11 | 1 | 1 | 1 | 1 | 1 | 1 |
36 |
Yes
|
Travel_Rarely
| 915 |
Research & Development
| 15 | 4 |
Human Resources
| 1 | 2,347 | 1 |
Female
| 102 | 1 | 2 |
Developer
| 3 |
Divorced
| 8,267 | 157,073 | 3 |
Y
|
Yes
| 31 | 3 | 4 | 80 | 1 | 6 | 6 | 4 | 1 | 1 | 1 | 1 |
39 |
Yes
|
Non-Travel
| 799 |
Software
| 7 | 2 |
Technical Degree
| 1 | 2,348 | 2 |
Male
| 171 | 1 | 1 |
Sales Representative
| 1 |
Single
| 2,657 | 74,396 | 0 |
Y
|
Yes
| 32 | 4 | 3 | 80 | 1 | 31 | 2 | 4 | 21 | 21 | 2 | 3 |
53 |
No
|
Travel_Frequently
| 724 |
Research & Development
| 50 | 3 |
Human Resources
| 1 | 2,349 | 2 |
Male
| 36 | 1 | 2 |
Laboratory Technician
| 2 |
Divorced
| 10,347 | 144,858 | 0 |
Y
|
No
| 13 | 4 | 3 | 80 | 2 | 24 | 4 | 4 | 12 | 3 | 8 | 5 |
33 |
No
|
Travel_Rarely
| 1,283 |
Hardware
| 37 | 2 |
Other
| 1 | 2,350 | 1 |
Male
| 38 | 2 | 4 |
Laboratory Technician
| 2 |
Divorced
| 25,185 | 679,995 | 3 |
Y
|
No
| 4 | 2 | 2 | 80 | 2 | 16 | 6 | 4 | 14 | 8 | 5 | 4 |
44 |
Yes
|
Non-Travel
| 669 |
Research & Development
| 33 | 2 |
Medical
| 1 | 2,351 | 3 |
Female
| 185 | 1 | 2 |
Manager
| 1 |
Married
| 13,315 | 199,725 | 0 |
Y
|
Yes
| 43 | 4 | 4 | 80 | 4 | 34 | 4 | 4 | 29 | 22 | 24 | 18 |
54 |
No
|
Travel_Rarely
| 1,093 |
Software
| 45 | 2 |
Marketing
| 1 | 2,352 | 1 |
Female
| 96 | 3 | 3 |
Manufacturing Director
| 4 |
Divorced
| 20,648 | 557,496 | 7 |
Y
|
No
| 16 | 4 | 2 | 80 | 1 | 24 | 4 | 4 | 6 | 4 | 4 | 5 |
32 |
Yes
|
Travel_Rarely
| 769 |
Software
| 13 | 5 |
Life Sciences
| 1 | 2,353 | 3 |
Male
| 199 | 3 | 3 |
Sales Representative
| 2 |
Single
| 12,787 | 230,166 | 4 |
Y
|
Yes
| 21 | 4 | 4 | 80 | 1 | 24 | 6 | 2 | 15 | 13 | 14 | 8 |
27 |
No
|
Travel_Frequently
| 449 |
Sales
| 4 | 2 |
Medical
| 1 | 2,354 | 2 |
Male
| 91 | 1 | 3 |
Healthcare Representative
| 4 |
Married
| 21,190 | 42,380 | 8 |
Y
|
No
| 20 | 2 | 4 | 80 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 1 |
18 |
No
|
Travel_Frequently
| 777 |
Research & Development
| 11 | 3 |
Medical
| 1 | 2,355 | 3 |
Male
| 129 | 2 | 4 |
Research Scientist
| 2 |
Married
| 3,793 | 75,860 | 5 |
Y
|
Yes
| 11 | 4 | 3 | 80 | 1 | 21 | 2 | 3 | 19 | 5 | 16 | 9 |
46 |
No
|
Non-Travel
| 1,028 |
Human Resources
| 36 | 4 |
Human Resources
| 1 | 2,356 | 2 |
Female
| 81 | 1 | 2 |
Manufacturing Director
| 3 |
Single
| 23,078 | 92,312 | 5 |
Y
|
Yes
| 27 | 3 | 3 | 80 | 3 | 19 | 3 | 2 | 2 | 2 | 1 | 1 |
30 |
Yes
|
Travel_Frequently
| 906 |
Hardware
| 50 | 3 |
Marketing
| 1 | 2,357 | 2 |
Male
| 195 | 4 | 1 |
Manager
| 4 |
Divorced
| 44,235 | 530,820 | 7 |
Y
|
No
| 32 | 2 | 3 | 80 | 4 | 22 | 3 | 4 | 22 | 21 | 9 | 22 |
26 |
Yes
|
Travel_Rarely
| 1,081 |
Research & Development
| 44 | 1 |
Other
| 1 | 2,358 | 4 |
Female
| 73 | 2 | 5 |
Laboratory Technician
| 1 |
Divorced
| 45,766 | 274,596 | 3 |
Y
|
Yes
| 33 | 4 | 2 | 80 | 1 | 23 | 2 | 1 | 1 | 1 | 1 | 1 |
50 |
Yes
|
Travel_Frequently
| 1,269 |
Support
| 29 | 4 |
Other
| 1 | 2,359 | 3 |
Female
| 139 | 2 | 5 |
Healthcare Representative
| 3 |
Married
| 2,903 | 78,381 | 1 |
Y
|
No
| 0 | 4 | 3 | 80 | 2 | 12 | 5 | 4 | 11 | 11 | 1 | 7 |
50 |
Yes
|
Non-Travel
| 1,021 |
Hardware
| 6 | 5 |
Technical Degree
| 1 | 2,360 | 3 |
Male
| 55 | 2 | 5 |
Developer
| 4 |
Single
| 4,426 | 128,354 | 6 |
Y
|
No
| 6 | 3 | 4 | 80 | 1 | 20 | 1 | 3 | 2 | 2 | 2 | 2 |
34 |
Yes
|
Non-Travel
| 856 |
Support
| 40 | 3 |
Technical Degree
| 1 | 2,361 | 1 |
Female
| 127 | 1 | 3 |
Developer
| 3 |
Married
| 28,014 | 84,042 | 2 |
Y
|
No
| 24 | 2 | 3 | 80 | 2 | 26 | 2 | 1 | 2 | 1 | 2 | 1 |
22 |
No
|
Non-Travel
| 519 |
Support
| 45 | 3 |
Medical
| 1 | 2,362 | 4 |
Female
| 57 | 3 | 4 |
Manufacturing Director
| 3 |
Single
| 50,645 | 1,063,545 | 4 |
Y
|
No
| 21 | 3 | 3 | 80 | 1 | 24 | 6 | 2 | 24 | 3 | 10 | 14 |
30 |
Yes
|
Travel_Rarely
| 1,459 |
Software
| 34 | 4 |
Other
| 1 | 2,363 | 4 |
Male
| 80 | 1 | 4 |
Research Director
| 2 |
Married
| 34,678 | 1,005,662 | 7 |
Y
|
Yes
| 45 | 1 | 1 | 80 | 3 | 10 | 2 | 1 | 2 | 2 | 1 | 2 |
45 |
No
|
Non-Travel
| 735 |
Software
| 42 | 5 |
Other
| 1 | 2,364 | 1 |
Female
| 80 | 3 | 1 |
Human Resources
| 3 |
Divorced
| 48,478 | 387,824 | 7 |
Y
|
Yes
| 27 | 2 | 1 | 80 | 3 | 22 | 1 | 4 | 6 | 5 | 6 | 2 |
45 |
Yes
|
Travel_Frequently
| 1,229 |
Hardware
| 48 | 1 |
Human Resources
| 1 | 2,365 | 2 |
Male
| 157 | 4 | 1 |
Research Scientist
| 2 |
Single
| 22,264 | 623,392 | 0 |
Y
|
Yes
| 42 | 4 | 1 | 80 | 1 | 15 | 3 | 4 | 15 | 13 | 8 | 7 |
50 |
Yes
|
Non-Travel
| 416 |
Human Resources
| 34 | 2 |
Other
| 1 | 2,366 | 2 |
Male
| 120 | 3 | 4 |
Research Scientist
| 4 |
Single
| 15,534 | 62,136 | 7 |
Y
|
Yes
| 26 | 3 | 3 | 80 | 3 | 2 | 6 | 4 | 1 | 1 | 1 | 1 |
43 |
Yes
|
Travel_Rarely
| 799 |
Support
| 20 | 2 |
Medical
| 1 | 2,367 | 1 |
Male
| 35 | 3 | 4 |
Laboratory Technician
| 1 |
Single
| 45,074 | 360,592 | 7 |
Y
|
No
| 6 | 2 | 4 | 80 | 3 | 11 | 2 | 2 | 3 | 1 | 1 | 3 |
38 |
No
|
Non-Travel
| 195 |
Human Resources
| 46 | 1 |
Technical Degree
| 1 | 2,368 | 2 |
Female
| 56 | 2 | 1 |
Sales Executive
| 1 |
Married
| 21,295 | 638,850 | 8 |
Y
|
Yes
| 29 | 3 | 2 | 80 | 2 | 29 | 1 | 2 | 12 | 4 | 10 | 6 |
40 |
No
|
Non-Travel
| 358 |
Software
| 6 | 1 |
Other
| 1 | 2,369 | 2 |
Female
| 153 | 3 | 5 |
Sales Executive
| 4 |
Divorced
| 22,282 | 579,332 | 2 |
Y
|
No
| 45 | 1 | 1 | 80 | 4 | 5 | 5 | 2 | 1 | 1 | 1 | 1 |
56 |
Yes
|
Travel_Rarely
| 324 |
Research & Development
| 10 | 4 |
Technical Degree
| 1 | 2,370 | 1 |
Female
| 54 | 1 | 4 |
Sales Representative
| 4 |
Married
| 47,340 | 852,120 | 0 |
Y
|
Yes
| 45 | 1 | 3 | 80 | 3 | 23 | 6 | 2 | 17 | 5 | 1 | 8 |
60 |
Yes
|
Non-Travel
| 1,487 |
Software
| 11 | 2 |
Medical
| 1 | 2,371 | 1 |
Male
| 62 | 3 | 3 |
Manager
| 2 |
Single
| 35,565 | 995,820 | 2 |
Y
|
No
| 40 | 1 | 4 | 80 | 2 | 11 | 6 | 4 | 8 | 8 | 3 | 1 |
19 |
No
|
Travel_Frequently
| 1,257 |
Human Resources
| 6 | 1 |
Life Sciences
| 1 | 2,372 | 3 |
Male
| 137 | 1 | 1 |
Research Director
| 1 |
Divorced
| 26,682 | 720,414 | 3 |
Y
|
No
| 8 | 2 | 2 | 80 | 1 | 35 | 2 | 2 | 17 | 8 | 9 | 1 |
27 |
No
|
Travel_Rarely
| 1,276 |
Human Resources
| 8 | 5 |
Technical Degree
| 1 | 2,373 | 1 |
Female
| 62 | 2 | 5 |
Research Scientist
| 3 |
Married
| 25,368 | 558,096 | 1 |
Y
|
No
| 49 | 3 | 4 | 80 | 2 | 1 | 2 | 4 | 1 | 1 | 1 | 1 |
41 |
No
|
Travel_Frequently
| 1,440 |
Support
| 50 | 5 |
Technical Degree
| 1 | 2,374 | 2 |
Female
| 164 | 2 | 5 |
Sales Executive
| 3 |
Married
| 41,885 | 963,355 | 8 |
Y
|
No
| 29 | 4 | 4 | 80 | 3 | 20 | 1 | 4 | 20 | 18 | 9 | 6 |
18 |
Yes
|
Non-Travel
| 208 |
Sales
| 12 | 1 |
Medical
| 1 | 2,375 | 2 |
Male
| 153 | 1 | 4 |
Research Scientist
| 4 |
Single
| 9,237 | 267,873 | 5 |
Y
|
Yes
| 35 | 2 | 4 | 80 | 4 | 24 | 4 | 3 | 3 | 3 | 2 | 1 |
27 |
Yes
|
Non-Travel
| 1,015 |
Hardware
| 34 | 2 |
Life Sciences
| 1 | 2,376 | 3 |
Female
| 180 | 4 | 2 |
Manufacturing Director
| 2 |
Divorced
| 24,159 | 241,590 | 8 |
Y
|
Yes
| 22 | 1 | 4 | 80 | 2 | 20 | 2 | 3 | 18 | 5 | 18 | 1 |
28 |
Yes
|
Non-Travel
| 839 |
Hardware
| 12 | 5 |
Technical Degree
| 1 | 2,377 | 2 |
Male
| 152 | 3 | 1 |
Research Scientist
| 3 |
Single
| 8,165 | 155,135 | 5 |
Y
|
No
| 2 | 2 | 2 | 80 | 2 | 35 | 2 | 2 | 8 | 3 | 4 | 7 |
35 |
Yes
|
Non-Travel
| 889 |
Software
| 26 | 3 |
Human Resources
| 1 | 2,378 | 1 |
Male
| 41 | 3 | 3 |
Manufacturing Director
| 2 |
Divorced
| 8,126 | 121,890 | 2 |
Y
|
No
| 40 | 2 | 2 | 80 | 3 | 26 | 5 | 1 | 16 | 16 | 11 | 4 |
43 |
Yes
|
Non-Travel
| 1,251 |
Software
| 17 | 2 |
Other
| 1 | 2,379 | 4 |
Female
| 77 | 4 | 5 |
Manufacturing Director
| 3 |
Divorced
| 29,379 | 646,338 | 1 |
Y
|
Yes
| 3 | 3 | 4 | 80 | 4 | 30 | 6 | 3 | 1 | 1 | 1 | 1 |
42 |
Yes
|
Non-Travel
| 976 |
Research & Development
| 7 | 3 |
Marketing
| 1 | 2,380 | 2 |
Male
| 81 | 4 | 2 |
Research Scientist
| 2 |
Married
| 9,426 | 141,390 | 4 |
Y
|
No
| 10 | 3 | 3 | 80 | 3 | 35 | 1 | 4 | 18 | 12 | 11 | 2 |
23 |
Yes
|
Non-Travel
| 214 |
Human Resources
| 13 | 3 |
Other
| 1 | 2,381 | 4 |
Female
| 100 | 2 | 2 |
Laboratory Technician
| 1 |
Married
| 16,509 | 264,144 | 5 |
Y
|
No
| 3 | 1 | 4 | 80 | 3 | 25 | 6 | 4 | 22 | 21 | 19 | 9 |
44 |
Yes
|
Travel_Rarely
| 373 |
Research & Development
| 27 | 3 |
Other
| 1 | 2,382 | 2 |
Male
| 119 | 1 | 2 |
Sales Executive
| 3 |
Married
| 4,873 | 107,206 | 1 |
Y
|
No
| 28 | 1 | 2 | 80 | 3 | 25 | 3 | 2 | 1 | 1 | 1 | 1 |
38 |
No
|
Non-Travel
| 549 |
Human Resources
| 42 | 3 |
Marketing
| 1 | 2,383 | 2 |
Male
| 112 | 2 | 3 |
Human Resources
| 3 |
Divorced
| 40,581 | 933,363 | 6 |
Y
|
Yes
| 45 | 1 | 1 | 80 | 2 | 9 | 5 | 2 | 8 | 2 | 6 | 3 |
21 |
No
|
Non-Travel
| 1,172 |
Research & Development
| 29 | 3 |
Medical
| 1 | 2,384 | 3 |
Male
| 159 | 4 | 2 |
Research Director
| 2 |
Single
| 7,332 | 175,968 | 5 |
Y
|
Yes
| 22 | 2 | 4 | 80 | 3 | 16 | 4 | 1 | 3 | 1 | 2 | 2 |
39 |
No
|
Non-Travel
| 297 |
Research & Development
| 17 | 1 |
Technical Degree
| 1 | 2,385 | 1 |
Male
| 176 | 4 | 4 |
Research Director
| 3 |
Married
| 17,767 | 533,010 | 1 |
Y
|
No
| 46 | 3 | 4 | 80 | 2 | 27 | 3 | 2 | 12 | 10 | 6 | 11 |
48 |
No
|
Travel_Rarely
| 1,159 |
Support
| 5 | 4 |
Human Resources
| 1 | 2,386 | 1 |
Female
| 32 | 3 | 4 |
Manager
| 4 |
Divorced
| 40,009 | 560,126 | 2 |
Y
|
Yes
| 21 | 4 | 2 | 80 | 1 | 11 | 6 | 1 | 10 | 8 | 9 | 4 |
56 |
No
|
Travel_Rarely
| 896 |
Support
| 50 | 1 |
Medical
| 1 | 2,387 | 2 |
Female
| 111 | 1 | 1 |
Laboratory Technician
| 3 |
Single
| 2,326 | 46,520 | 7 |
Y
|
No
| 16 | 2 | 2 | 80 | 3 | 27 | 1 | 4 | 17 | 8 | 14 | 8 |
37 |
No
|
Travel_Frequently
| 223 |
Research & Development
| 2 | 3 |
Other
| 1 | 2,388 | 1 |
Male
| 37 | 1 | 1 |
Sales Executive
| 3 |
Married
| 27,348 | 546,960 | 6 |
Y
|
Yes
| 14 | 3 | 3 | 80 | 3 | 5 | 3 | 2 | 2 | 1 | 2 | 2 |
38 |
Yes
|
Travel_Frequently
| 297 |
Research & Development
| 38 | 4 |
Other
| 1 | 2,389 | 3 |
Male
| 76 | 4 | 1 |
Sales Representative
| 1 |
Divorced
| 15,683 | 282,294 | 7 |
Y
|
Yes
| 22 | 3 | 3 | 80 | 2 | 37 | 5 | 3 | 17 | 1 | 7 | 16 |
56 |
No
|
Travel_Rarely
| 814 |
Sales
| 21 | 5 |
Technical Degree
| 1 | 2,390 | 3 |
Female
| 80 | 1 | 5 |
Manager
| 4 |
Single
| 32,208 | 901,824 | 4 |
Y
|
No
| 18 | 2 | 2 | 80 | 2 | 20 | 1 | 4 | 14 | 11 | 14 | 12 |
37 |
No
|
Travel_Rarely
| 887 |
Human Resources
| 10 | 4 |
Marketing
| 1 | 2,391 | 3 |
Male
| 154 | 2 | 2 |
Manager
| 4 |
Single
| 35,080 | 420,960 | 2 |
Y
|
No
| 12 | 1 | 2 | 80 | 3 | 20 | 1 | 1 | 1 | 1 | 1 | 1 |
33 |
Yes
|
Non-Travel
| 1,359 |
Software
| 5 | 4 |
Technical Degree
| 1 | 2,392 | 2 |
Male
| 143 | 3 | 1 |
Research Director
| 3 |
Divorced
| 31,530 | 252,240 | 0 |
Y
|
Yes
| 49 | 4 | 1 | 80 | 3 | 31 | 3 | 2 | 3 | 3 | 3 | 3 |
22 |
No
|
Non-Travel
| 863 |
Hardware
| 4 | 5 |
Other
| 1 | 2,393 | 4 |
Male
| 192 | 2 | 5 |
Manufacturing Director
| 3 |
Married
| 27,724 | 748,548 | 5 |
Y
|
No
| 34 | 1 | 3 | 80 | 4 | 26 | 6 | 4 | 1 | 1 | 1 | 1 |
41 |
No
|
Non-Travel
| 103 |
Hardware
| 16 | 4 |
Human Resources
| 1 | 2,394 | 3 |
Female
| 184 | 3 | 5 |
Developer
| 1 |
Single
| 35,153 | 456,989 | 6 |
Y
|
Yes
| 4 | 3 | 2 | 80 | 3 | 4 | 6 | 3 | 2 | 2 | 2 | 1 |
34 |
Yes
|
Travel_Rarely
| 1,030 |
Hardware
| 3 | 5 |
Human Resources
| 1 | 2,395 | 2 |
Female
| 42 | 1 | 5 |
Research Director
| 2 |
Married
| 28,892 | 664,516 | 8 |
Y
|
No
| 14 | 3 | 4 | 80 | 3 | 11 | 1 | 4 | 11 | 9 | 10 | 6 |
21 |
Yes
|
Travel_Frequently
| 576 |
Research & Development
| 47 | 1 |
Other
| 1 | 2,396 | 1 |
Male
| 162 | 4 | 4 |
Laboratory Technician
| 2 |
Single
| 14,994 | 389,844 | 2 |
Y
|
Yes
| 19 | 4 | 1 | 80 | 2 | 28 | 3 | 3 | 11 | 6 | 8 | 4 |
24 |
No
|
Non-Travel
| 561 |
Software
| 23 | 5 |
Marketing
| 1 | 2,397 | 2 |
Male
| 184 | 4 | 3 |
Manufacturing Director
| 2 |
Married
| 24,917 | 249,170 | 2 |
Y
|
No
| 22 | 4 | 4 | 80 | 3 | 34 | 3 | 2 | 33 | 4 | 31 | 11 |
53 |
Yes
|
Travel_Frequently
| 427 |
Research & Development
| 33 | 5 |
Life Sciences
| 1 | 2,398 | 3 |
Female
| 73 | 2 | 4 |
Sales Executive
| 4 |
Single
| 24,257 | 630,682 | 8 |
Y
|
No
| 27 | 2 | 4 | 80 | 1 | 7 | 3 | 2 | 7 | 1 | 1 | 5 |
55 |
No
|
Travel_Rarely
| 395 |
Research & Development
| 50 | 4 |
Marketing
| 1 | 2,399 | 2 |
Male
| 32 | 4 | 5 |
Human Resources
| 1 |
Single
| 14,485 | 43,455 | 2 |
Y
|
No
| 47 | 2 | 2 | 80 | 2 | 35 | 6 | 1 | 12 | 12 | 2 | 9 |
31 |
No
|
Travel_Frequently
| 362 |
Sales
| 21 | 5 |
Life Sciences
| 1 | 2,400 | 1 |
Female
| 105 | 3 | 3 |
Healthcare Representative
| 3 |
Single
| 48,878 | 146,634 | 4 |
Y
|
No
| 24 | 3 | 4 | 80 | 1 | 15 | 1 | 3 | 7 | 3 | 6 | 5 |
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