Dataset Viewer
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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
48 |
Yes
|
Non-Travel
| 403 |
Human Resources
| 30 | 5 |
Other
| 1 | 1 | 4 |
Male
| 61 | 4 | 5 |
Research Scientist
| 1 |
Married
| 11,405 | 182,480 | 0 |
Y
|
Yes
| 24 | 1 | 2 | 80 | 1 | 26 | 5 | 1 | 7 | 5 | 4 | 2 |
40 |
No
|
Travel_Rarely
| 1,433 |
Human Resources
| 46 | 3 |
Technical Degree
| 1 | 2 | 1 |
Female
| 33 | 3 | 5 |
Laboratory Technician
| 4 |
Single
| 38,621 | 695,178 | 5 |
Y
|
Yes
| 2 | 1 | 2 | 80 | 3 | 18 | 6 | 2 | 10 | 4 | 1 | 5 |
22 |
No
|
Travel_Frequently
| 1,259 |
Support
| 45 | 1 |
Marketing
| 1 | 3 | 3 |
Female
| 154 | 3 | 5 |
Sales Executive
| 3 |
Divorced
| 48,490 | 242,450 | 5 |
Y
|
Yes
| 16 | 4 | 3 | 80 | 4 | 34 | 5 | 2 | 25 | 19 | 24 | 25 |
24 |
No
|
Non-Travel
| 1,218 |
Software
| 8 | 3 |
Human Resources
| 1 | 4 | 4 |
Male
| 150 | 1 | 4 |
Healthcare Representative
| 2 |
Divorced
| 37,438 | 112,314 | 2 |
Y
|
No
| 36 | 1 | 1 | 80 | 3 | 39 | 6 | 3 | 11 | 10 | 8 | 11 |
41 |
No
|
Travel_Rarely
| 987 |
Software
| 43 | 3 |
Medical
| 1 | 5 | 2 |
Female
| 196 | 2 | 4 |
Laboratory Technician
| 1 |
Divorced
| 3,220 | 28,980 | 7 |
Y
|
No
| 3 | 2 | 2 | 80 | 2 | 7 | 4 | 1 | 5 | 5 | 2 | 5 |
50 |
Yes
|
Travel_Rarely
| 401 |
Human Resources
| 40 | 4 |
Medical
| 1 | 6 | 2 |
Male
| 137 | 2 | 2 |
Manager
| 4 |
Married
| 9,969 | 29,907 | 5 |
Y
|
Yes
| 45 | 2 | 4 | 80 | 2 | 2 | 1 | 2 | 1 | 1 | 1 | 1 |
45 |
Yes
|
Travel_Frequently
| 670 |
Sales
| 35 | 2 |
Other
| 1 | 7 | 3 |
Female
| 110 | 3 | 5 |
Sales Executive
| 1 |
Married
| 5,544 | 144,144 | 7 |
Y
|
Yes
| 2 | 2 | 4 | 80 | 3 | 10 | 6 | 2 | 7 | 6 | 5 | 6 |
44 |
Yes
|
Travel_Rarely
| 1,377 |
Research & Development
| 8 | 1 |
Human Resources
| 1 | 8 | 2 |
Female
| 132 | 4 | 5 |
Sales Executive
| 1 |
Divorced
| 4,126 | 99,024 | 6 |
Y
|
Yes
| 44 | 3 | 4 | 80 | 1 | 38 | 2 | 2 | 6 | 1 | 3 | 4 |
41 |
Yes
|
Non-Travel
| 1,296 |
Research & Development
| 6 | 2 |
Other
| 1 | 9 | 4 |
Female
| 152 | 3 | 4 |
Developer
| 2 |
Single
| 8,390 | 8,390 | 1 |
Y
|
No
| 5 | 2 | 3 | 80 | 3 | 10 | 2 | 2 | 1 | 1 | 1 | 1 |
48 |
No
|
Non-Travel
| 1,021 |
Human Resources
| 36 | 2 |
Human Resources
| 1 | 10 | 2 |
Male
| 147 | 4 | 1 |
Healthcare Representative
| 1 |
Single
| 31,383 | 439,362 | 2 |
Y
|
No
| 12 | 2 | 4 | 80 | 1 | 18 | 6 | 2 | 18 | 1 | 16 | 4 |
39 |
No
|
Non-Travel
| 538 |
Software
| 33 | 5 |
Life Sciences
| 1 | 11 | 4 |
Male
| 74 | 3 | 5 |
Sales Executive
| 1 |
Married
| 14,197 | 425,910 | 1 |
Y
|
No
| 27 | 4 | 1 | 80 | 2 | 8 | 4 | 2 | 6 | 1 | 4 | 2 |
50 |
Yes
|
Non-Travel
| 1,369 |
Sales
| 35 | 4 |
Life Sciences
| 1 | 12 | 3 |
Female
| 106 | 3 | 1 |
Sales Representative
| 2 |
Divorced
| 13,144 | 381,176 | 7 |
Y
|
No
| 43 | 4 | 4 | 80 | 1 | 22 | 6 | 4 | 17 | 6 | 3 | 10 |
25 |
Yes
|
Travel_Frequently
| 1,247 |
Software
| 11 | 1 |
Technical Degree
| 1 | 13 | 4 |
Male
| 85 | 2 | 5 |
Developer
| 3 |
Single
| 18,842 | 546,418 | 3 |
Y
|
No
| 14 | 3 | 2 | 80 | 2 | 8 | 3 | 3 | 4 | 2 | 4 | 3 |
55 |
Yes
|
Travel_Rarely
| 1,207 |
Sales
| 6 | 2 |
Marketing
| 1 | 14 | 3 |
Male
| 113 | 4 | 3 |
Sales Representative
| 4 |
Married
| 29,641 | 503,897 | 7 |
Y
|
No
| 10 | 3 | 1 | 80 | 1 | 6 | 3 | 2 | 4 | 3 | 3 | 1 |
60 |
No
|
Travel_Rarely
| 1,328 |
Hardware
| 5 | 2 |
Other
| 1 | 15 | 4 |
Male
| 52 | 2 | 4 |
Manager
| 1 |
Divorced
| 46,380 | 649,320 | 3 |
Y
|
Yes
| 6 | 3 | 4 | 80 | 3 | 10 | 3 | 2 | 3 | 2 | 1 | 2 |
21 |
No
|
Travel_Frequently
| 1,115 |
Research & Development
| 7 | 3 |
Marketing
| 1 | 16 | 4 |
Female
| 196 | 2 | 1 |
Sales Representative
| 4 |
Divorced
| 13,562 | 230,554 | 8 |
Y
|
No
| 47 | 3 | 4 | 80 | 3 | 5 | 5 | 1 | 3 | 2 | 1 | 3 |
30 |
No
|
Non-Travel
| 842 |
Hardware
| 27 | 2 |
Technical Degree
| 1 | 17 | 3 |
Female
| 102 | 3 | 1 |
Laboratory Technician
| 1 |
Single
| 10,539 | 73,773 | 0 |
Y
|
No
| 20 | 4 | 3 | 80 | 1 | 6 | 3 | 1 | 5 | 4 | 3 | 3 |
34 |
No
|
Travel_Rarely
| 189 |
Research & Development
| 48 | 5 |
Marketing
| 1 | 18 | 2 |
Male
| 178 | 4 | 2 |
Sales Executive
| 4 |
Single
| 43,094 | 646,410 | 3 |
Y
|
Yes
| 34 | 3 | 4 | 80 | 1 | 4 | 6 | 2 | 1 | 1 | 1 | 1 |
23 |
No
|
Travel_Frequently
| 908 |
Research & Development
| 35 | 3 |
Marketing
| 1 | 19 | 4 |
Male
| 184 | 4 | 5 |
Sales Executive
| 1 |
Married
| 1,420 | 19,880 | 1 |
Y
|
No
| 22 | 1 | 4 | 80 | 3 | 17 | 2 | 2 | 10 | 9 | 10 | 3 |
19 |
No
|
Non-Travel
| 877 |
Support
| 1 | 4 |
Medical
| 1 | 20 | 4 |
Female
| 44 | 1 | 4 |
Developer
| 4 |
Single
| 1,567 | 37,608 | 4 |
Y
|
No
| 33 | 3 | 1 | 80 | 2 | 1 | 3 | 1 | 1 | 1 | 1 | 1 |
33 |
Yes
|
Non-Travel
| 141 |
Sales
| 41 | 5 |
Marketing
| 1 | 21 | 1 |
Male
| 122 | 1 | 4 |
Developer
| 3 |
Married
| 8,318 | 249,540 | 5 |
Y
|
No
| 23 | 2 | 1 | 80 | 4 | 35 | 4 | 2 | 26 | 9 | 1 | 5 |
32 |
Yes
|
Travel_Frequently
| 854 |
Sales
| 33 | 2 |
Technical Degree
| 1 | 22 | 1 |
Male
| 169 | 1 | 4 |
Human Resources
| 3 |
Divorced
| 33,386 | 66,772 | 5 |
Y
|
No
| 14 | 4 | 1 | 80 | 4 | 21 | 3 | 2 | 8 | 7 | 5 | 1 |
44 |
Yes
|
Travel_Frequently
| 303 |
Human Resources
| 23 | 3 |
Human Resources
| 1 | 23 | 4 |
Female
| 195 | 4 | 3 |
Healthcare Representative
| 1 |
Single
| 2,127 | 53,175 | 6 |
Y
|
Yes
| 9 | 4 | 2 | 80 | 2 | 24 | 6 | 3 | 1 | 1 | 1 | 1 |
28 |
Yes
|
Travel_Rarely
| 274 |
Research & Development
| 40 | 4 |
Life Sciences
| 1 | 24 | 3 |
Male
| 140 | 3 | 4 |
Sales Representative
| 3 |
Divorced
| 38,437 | 999,362 | 1 |
Y
|
Yes
| 3 | 1 | 2 | 80 | 1 | 16 | 4 | 1 | 3 | 2 | 3 | 2 |
23 |
No
|
Travel_Frequently
| 999 |
Software
| 20 | 4 |
Other
| 1 | 25 | 4 |
Male
| 114 | 3 | 5 |
Sales Representative
| 4 |
Single
| 13,239 | 357,453 | 0 |
Y
|
No
| 46 | 2 | 4 | 80 | 4 | 34 | 1 | 4 | 31 | 10 | 28 | 13 |
26 |
No
|
Travel_Frequently
| 1,232 |
Support
| 21 | 3 |
Marketing
| 1 | 26 | 3 |
Male
| 90 | 1 | 3 |
Developer
| 4 |
Single
| 9,668 | 29,004 | 4 |
Y
|
Yes
| 28 | 2 | 3 | 80 | 3 | 35 | 5 | 2 | 5 | 5 | 5 | 4 |
58 |
No
|
Travel_Rarely
| 1,401 |
Support
| 41 | 1 |
Other
| 1 | 27 | 2 |
Female
| 86 | 4 | 5 |
Laboratory Technician
| 3 |
Divorced
| 3,395 | 44,135 | 5 |
Y
|
Yes
| 2 | 3 | 1 | 80 | 4 | 7 | 2 | 2 | 1 | 1 | 1 | 1 |
27 |
Yes
|
Travel_Frequently
| 446 |
Support
| 32 | 3 |
Medical
| 1 | 28 | 3 |
Male
| 102 | 4 | 3 |
Healthcare Representative
| 4 |
Married
| 31,004 | 341,044 | 3 |
Y
|
Yes
| 48 | 1 | 1 | 80 | 1 | 15 | 6 | 1 | 14 | 9 | 2 | 5 |
29 |
Yes
|
Travel_Frequently
| 733 |
Software
| 19 | 3 |
Other
| 1 | 29 | 3 |
Female
| 50 | 4 | 2 |
Research Scientist
| 2 |
Married
| 42,424 | 806,056 | 2 |
Y
|
No
| 13 | 2 | 2 | 80 | 4 | 19 | 4 | 1 | 10 | 8 | 3 | 9 |
38 |
No
|
Travel_Frequently
| 337 |
Support
| 40 | 5 |
Life Sciences
| 1 | 30 | 3 |
Female
| 137 | 3 | 1 |
Human Resources
| 3 |
Married
| 15,321 | 199,173 | 0 |
Y
|
Yes
| 29 | 2 | 3 | 80 | 1 | 4 | 6 | 3 | 2 | 1 | 2 | 1 |
55 |
Yes
|
Non-Travel
| 796 |
Research & Development
| 17 | 1 |
Medical
| 1 | 31 | 1 |
Male
| 186 | 4 | 4 |
Sales Executive
| 4 |
Married
| 13,289 | 398,670 | 1 |
Y
|
Yes
| 41 | 4 | 3 | 80 | 4 | 3 | 4 | 2 | 3 | 1 | 3 | 2 |
25 |
No
|
Travel_Rarely
| 970 |
Human Resources
| 37 | 2 |
Technical Degree
| 1 | 32 | 3 |
Male
| 87 | 4 | 5 |
Manufacturing Director
| 1 |
Single
| 24,626 | 320,138 | 6 |
Y
|
Yes
| 29 | 3 | 1 | 80 | 3 | 15 | 1 | 3 | 6 | 1 | 1 | 5 |
44 |
No
|
Travel_Rarely
| 158 |
Hardware
| 19 | 5 |
Marketing
| 1 | 33 | 2 |
Male
| 52 | 3 | 1 |
Sales Executive
| 4 |
Divorced
| 31,405 | 628,100 | 6 |
Y
|
No
| 40 | 1 | 4 | 80 | 3 | 30 | 5 | 3 | 25 | 6 | 13 | 1 |
57 |
No
|
Travel_Rarely
| 162 |
Sales
| 23 | 5 |
Life Sciences
| 1 | 34 | 2 |
Male
| 76 | 2 | 5 |
Manager
| 3 |
Married
| 27,173 | 760,844 | 6 |
Y
|
No
| 26 | 3 | 2 | 80 | 3 | 1 | 3 | 4 | 1 | 1 | 1 | 1 |
21 |
Yes
|
Travel_Frequently
| 805 |
Support
| 12 | 1 |
Life Sciences
| 1 | 35 | 2 |
Male
| 47 | 2 | 5 |
Sales Executive
| 2 |
Divorced
| 26,642 | 799,260 | 3 |
Y
|
Yes
| 46 | 3 | 4 | 80 | 2 | 32 | 6 | 1 | 25 | 25 | 8 | 21 |
22 |
Yes
|
Travel_Frequently
| 1,326 |
Research & Development
| 30 | 3 |
Marketing
| 1 | 36 | 2 |
Female
| 192 | 4 | 1 |
Sales Executive
| 2 |
Single
| 8,656 | 190,432 | 6 |
Y
|
No
| 22 | 2 | 4 | 80 | 1 | 29 | 5 | 3 | 2 | 1 | 2 | 1 |
29 |
No
|
Travel_Rarely
| 766 |
Software
| 18 | 3 |
Life Sciences
| 1 | 37 | 3 |
Female
| 87 | 4 | 2 |
Sales Representative
| 3 |
Divorced
| 48,967 | 979,340 | 3 |
Y
|
Yes
| 36 | 3 | 2 | 80 | 2 | 37 | 3 | 3 | 34 | 12 | 12 | 9 |
40 |
No
|
Travel_Rarely
| 1,018 |
Support
| 15 | 3 |
Marketing
| 1 | 38 | 4 |
Male
| 33 | 3 | 3 |
Sales Representative
| 3 |
Single
| 17,218 | 361,578 | 5 |
Y
|
No
| 39 | 2 | 4 | 80 | 3 | 10 | 2 | 4 | 4 | 3 | 3 | 4 |
22 |
No
|
Non-Travel
| 1,212 |
Software
| 26 | 5 |
Marketing
| 1 | 39 | 1 |
Female
| 122 | 1 | 2 |
Manager
| 2 |
Married
| 21,150 | 634,500 | 2 |
Y
|
Yes
| 47 | 2 | 3 | 80 | 4 | 39 | 2 | 4 | 31 | 4 | 18 | 4 |
29 |
No
|
Non-Travel
| 1,312 |
Support
| 40 | 4 |
Other
| 1 | 40 | 1 |
Male
| 64 | 1 | 1 |
Developer
| 2 |
Divorced
| 34,410 | 68,820 | 7 |
Y
|
Yes
| 20 | 1 | 1 | 80 | 2 | 19 | 6 | 3 | 2 | 1 | 2 | 2 |
29 |
No
|
Travel_Rarely
| 846 |
Research & Development
| 36 | 5 |
Technical Degree
| 1 | 41 | 2 |
Male
| 37 | 4 | 5 |
Research Director
| 3 |
Married
| 24,487 | 342,818 | 6 |
Y
|
No
| 18 | 3 | 2 | 80 | 4 | 27 | 2 | 1 | 19 | 16 | 16 | 7 |
23 |
Yes
|
Travel_Rarely
| 1,420 |
Support
| 31 | 3 |
Life Sciences
| 1 | 42 | 3 |
Female
| 127 | 3 | 5 |
Research Director
| 1 |
Single
| 26,835 | 563,535 | 6 |
Y
|
Yes
| 7 | 4 | 3 | 80 | 4 | 39 | 1 | 2 | 21 | 13 | 10 | 14 |
38 |
No
|
Travel_Frequently
| 1,173 |
Human Resources
| 6 | 1 |
Technical Degree
| 1 | 43 | 4 |
Female
| 60 | 4 | 3 |
Laboratory Technician
| 4 |
Married
| 15,961 | 478,830 | 7 |
Y
|
Yes
| 32 | 3 | 3 | 80 | 3 | 37 | 6 | 4 | 35 | 24 | 5 | 2 |
43 |
Yes
|
Travel_Frequently
| 410 |
Support
| 45 | 1 |
Other
| 1 | 44 | 2 |
Female
| 94 | 3 | 5 |
Laboratory Technician
| 1 |
Divorced
| 45,633 | 1,003,926 | 3 |
Y
|
Yes
| 4 | 2 | 3 | 80 | 4 | 26 | 4 | 2 | 14 | 7 | 8 | 4 |
31 |
Yes
|
Non-Travel
| 371 |
Hardware
| 32 | 2 |
Technical Degree
| 1 | 45 | 2 |
Female
| 154 | 2 | 4 |
Healthcare Representative
| 3 |
Single
| 37,786 | 37,786 | 6 |
Y
|
Yes
| 39 | 3 | 3 | 80 | 4 | 12 | 2 | 4 | 1 | 1 | 1 | 1 |
24 |
No
|
Travel_Frequently
| 1,134 |
Software
| 40 | 3 |
Life Sciences
| 1 | 46 | 2 |
Male
| 144 | 2 | 5 |
Manager
| 2 |
Single
| 3,506 | 49,084 | 8 |
Y
|
No
| 13 | 2 | 4 | 80 | 1 | 13 | 6 | 3 | 12 | 12 | 12 | 5 |
25 |
Yes
|
Travel_Frequently
| 1,470 |
Support
| 23 | 3 |
Marketing
| 1 | 47 | 1 |
Female
| 125 | 4 | 1 |
Developer
| 4 |
Married
| 42,775 | 427,750 | 8 |
Y
|
Yes
| 8 | 4 | 3 | 80 | 3 | 26 | 2 | 3 | 24 | 15 | 22 | 7 |
50 |
Yes
|
Travel_Frequently
| 304 |
Hardware
| 30 | 1 |
Human Resources
| 1 | 48 | 2 |
Female
| 91 | 2 | 4 |
Human Resources
| 4 |
Single
| 21,473 | 622,717 | 0 |
Y
|
No
| 23 | 4 | 2 | 80 | 3 | 18 | 5 | 3 | 15 | 2 | 1 | 4 |
57 |
No
|
Non-Travel
| 622 |
Human Resources
| 36 | 5 |
Human Resources
| 1 | 49 | 3 |
Female
| 195 | 3 | 5 |
Healthcare Representative
| 4 |
Divorced
| 21,464 | 21,464 | 2 |
Y
|
Yes
| 27 | 3 | 4 | 80 | 2 | 12 | 2 | 1 | 7 | 3 | 5 | 1 |
41 |
No
|
Travel_Rarely
| 362 |
Support
| 2 | 4 |
Human Resources
| 1 | 50 | 3 |
Male
| 118 | 1 | 1 |
Healthcare Representative
| 3 |
Married
| 50,036 | 550,396 | 0 |
Y
|
No
| 22 | 3 | 3 | 80 | 1 | 32 | 5 | 4 | 18 | 4 | 1 | 8 |
31 |
No
|
Travel_Frequently
| 112 |
Software
| 5 | 1 |
Technical Degree
| 1 | 51 | 1 |
Female
| 97 | 2 | 2 |
Manufacturing Director
| 2 |
Single
| 29,432 | 412,048 | 2 |
Y
|
Yes
| 15 | 1 | 4 | 80 | 1 | 38 | 5 | 2 | 32 | 22 | 12 | 1 |
22 |
Yes
|
Travel_Frequently
| 742 |
Support
| 8 | 5 |
Medical
| 1 | 52 | 1 |
Male
| 47 | 1 | 2 |
Sales Representative
| 3 |
Married
| 31,947 | 479,205 | 7 |
Y
|
No
| 36 | 2 | 2 | 80 | 2 | 37 | 3 | 4 | 13 | 4 | 8 | 13 |
41 |
Yes
|
Travel_Frequently
| 1,366 |
Hardware
| 43 | 1 |
Medical
| 1 | 53 | 1 |
Male
| 131 | 3 | 5 |
Sales Executive
| 1 |
Single
| 25,751 | 154,506 | 2 |
Y
|
No
| 38 | 4 | 1 | 80 | 2 | 10 | 4 | 4 | 1 | 1 | 1 | 1 |
18 |
No
|
Non-Travel
| 690 |
Human Resources
| 19 | 3 |
Other
| 1 | 54 | 3 |
Female
| 86 | 2 | 2 |
Research Director
| 1 |
Single
| 36,270 | 616,590 | 1 |
Y
|
Yes
| 30 | 1 | 3 | 80 | 2 | 3 | 1 | 2 | 3 | 3 | 1 | 1 |
60 |
No
|
Travel_Rarely
| 895 |
Hardware
| 41 | 1 |
Medical
| 1 | 55 | 1 |
Female
| 85 | 3 | 5 |
Healthcare Representative
| 1 |
Married
| 46,010 | 552,120 | 3 |
Y
|
No
| 20 | 1 | 1 | 80 | 3 | 37 | 4 | 4 | 21 | 8 | 20 | 13 |
26 |
No
|
Non-Travel
| 1,353 |
Hardware
| 2 | 3 |
Life Sciences
| 1 | 56 | 4 |
Female
| 94 | 4 | 2 |
Developer
| 3 |
Divorced
| 5,910 | 88,650 | 1 |
Y
|
Yes
| 17 | 4 | 3 | 80 | 1 | 34 | 2 | 4 | 21 | 17 | 13 | 13 |
31 |
No
|
Travel_Frequently
| 1,182 |
Support
| 15 | 5 |
Human Resources
| 1 | 57 | 3 |
Male
| 55 | 4 | 2 |
Developer
| 4 |
Married
| 45,846 | 641,844 | 7 |
Y
|
Yes
| 21 | 1 | 1 | 80 | 3 | 29 | 6 | 4 | 2 | 1 | 1 | 1 |
43 |
No
|
Non-Travel
| 771 |
Human Resources
| 3 | 5 |
Marketing
| 1 | 58 | 4 |
Female
| 68 | 3 | 2 |
Healthcare Representative
| 3 |
Single
| 23,314 | 582,850 | 4 |
Y
|
Yes
| 22 | 2 | 2 | 80 | 4 | 36 | 1 | 4 | 5 | 1 | 1 | 1 |
42 |
Yes
|
Travel_Frequently
| 1,294 |
Software
| 39 | 2 |
Marketing
| 1 | 59 | 4 |
Female
| 200 | 4 | 2 |
Sales Representative
| 1 |
Married
| 13,417 | 26,834 | 0 |
Y
|
No
| 1 | 4 | 4 | 80 | 3 | 21 | 5 | 3 | 18 | 8 | 5 | 9 |
26 |
Yes
|
Travel_Frequently
| 1,012 |
Hardware
| 45 | 5 |
Other
| 1 | 60 | 3 |
Male
| 156 | 2 | 1 |
Manufacturing Director
| 4 |
Married
| 11,522 | 299,572 | 7 |
Y
|
No
| 24 | 2 | 3 | 80 | 3 | 33 | 2 | 4 | 4 | 2 | 2 | 2 |
48 |
Yes
|
Non-Travel
| 946 |
Hardware
| 2 | 3 |
Human Resources
| 1 | 61 | 2 |
Male
| 117 | 4 | 1 |
Manufacturing Director
| 1 |
Divorced
| 11,764 | 270,572 | 8 |
Y
|
Yes
| 45 | 1 | 4 | 80 | 4 | 26 | 3 | 1 | 8 | 7 | 5 | 1 |
27 |
Yes
|
Travel_Frequently
| 768 |
Hardware
| 49 | 4 |
Other
| 1 | 62 | 3 |
Female
| 86 | 1 | 3 |
Sales Representative
| 3 |
Single
| 50,252 | 502,520 | 4 |
Y
|
No
| 3 | 2 | 2 | 80 | 2 | 12 | 6 | 3 | 9 | 2 | 1 | 2 |
58 |
No
|
Travel_Rarely
| 324 |
Human Resources
| 50 | 5 |
Technical Degree
| 1 | 63 | 4 |
Male
| 86 | 2 | 1 |
Research Scientist
| 2 |
Married
| 24,485 | 48,970 | 5 |
Y
|
No
| 17 | 3 | 4 | 80 | 2 | 26 | 1 | 2 | 9 | 1 | 3 | 4 |
59 |
Yes
|
Travel_Frequently
| 357 |
Human Resources
| 36 | 3 |
Life Sciences
| 1 | 64 | 3 |
Female
| 163 | 2 | 1 |
Research Director
| 2 |
Married
| 49,219 | 689,066 | 1 |
Y
|
Yes
| 32 | 4 | 2 | 80 | 2 | 23 | 1 | 2 | 7 | 1 | 6 | 1 |
44 |
Yes
|
Non-Travel
| 654 |
Human Resources
| 21 | 3 |
Marketing
| 1 | 65 | 3 |
Male
| 175 | 1 | 4 |
Sales Representative
| 1 |
Divorced
| 40,676 | 854,196 | 7 |
Y
|
Yes
| 38 | 3 | 3 | 80 | 1 | 35 | 6 | 2 | 34 | 32 | 7 | 22 |
57 |
Yes
|
Travel_Rarely
| 148 |
Research & Development
| 30 | 4 |
Other
| 1 | 66 | 4 |
Male
| 51 | 3 | 4 |
Healthcare Representative
| 2 |
Single
| 33,364 | 467,096 | 4 |
Y
|
Yes
| 29 | 2 | 4 | 80 | 3 | 9 | 3 | 1 | 5 | 4 | 4 | 4 |
36 |
Yes
|
Travel_Rarely
| 1,144 |
Hardware
| 9 | 4 |
Medical
| 1 | 67 | 3 |
Female
| 47 | 2 | 5 |
Sales Executive
| 2 |
Married
| 27,561 | 606,342 | 7 |
Y
|
Yes
| 20 | 4 | 4 | 80 | 4 | 4 | 2 | 2 | 1 | 1 | 1 | 1 |
60 |
No
|
Non-Travel
| 455 |
Sales
| 12 | 2 |
Technical Degree
| 1 | 68 | 4 |
Male
| 132 | 3 | 5 |
Manufacturing Director
| 2 |
Divorced
| 7,182 | 208,278 | 4 |
Y
|
No
| 19 | 4 | 2 | 80 | 1 | 28 | 1 | 3 | 17 | 12 | 3 | 16 |
47 |
No
|
Travel_Rarely
| 798 |
Human Resources
| 49 | 3 |
Medical
| 1 | 69 | 2 |
Male
| 166 | 2 | 3 |
Sales Executive
| 2 |
Divorced
| 1,757 | 45,682 | 6 |
Y
|
Yes
| 40 | 1 | 2 | 80 | 1 | 38 | 4 | 4 | 38 | 10 | 5 | 18 |
53 |
No
|
Travel_Frequently
| 1,419 |
Research & Development
| 45 | 1 |
Other
| 1 | 70 | 4 |
Female
| 43 | 4 | 2 |
Research Director
| 4 |
Divorced
| 27,848 | 306,328 | 7 |
Y
|
No
| 8 | 1 | 4 | 80 | 3 | 6 | 3 | 1 | 2 | 1 | 1 | 2 |
38 |
Yes
|
Travel_Rarely
| 1,403 |
Human Resources
| 28 | 1 |
Medical
| 1 | 71 | 4 |
Female
| 151 | 2 | 2 |
Developer
| 4 |
Single
| 22,607 | 158,249 | 5 |
Y
|
Yes
| 46 | 1 | 4 | 80 | 4 | 8 | 2 | 3 | 7 | 4 | 2 | 7 |
52 |
Yes
|
Travel_Rarely
| 415 |
Hardware
| 30 | 5 |
Medical
| 1 | 72 | 3 |
Male
| 123 | 1 | 4 |
Healthcare Representative
| 4 |
Married
| 29,305 | 586,100 | 0 |
Y
|
No
| 29 | 3 | 4 | 80 | 2 | 16 | 5 | 4 | 1 | 1 | 1 | 1 |
54 |
No
|
Travel_Frequently
| 1,301 |
Human Resources
| 31 | 4 |
Technical Degree
| 1 | 73 | 2 |
Male
| 176 | 4 | 5 |
Sales Executive
| 2 |
Divorced
| 43,527 | 1,262,283 | 2 |
Y
|
Yes
| 19 | 4 | 2 | 80 | 1 | 6 | 4 | 4 | 3 | 1 | 1 | 1 |
55 |
No
|
Travel_Rarely
| 219 |
Research & Development
| 37 | 3 |
Technical Degree
| 1 | 74 | 4 |
Male
| 112 | 2 | 2 |
Human Resources
| 4 |
Married
| 2,035 | 22,385 | 0 |
Y
|
No
| 12 | 4 | 4 | 80 | 1 | 3 | 4 | 4 | 2 | 1 | 1 | 1 |
57 |
Yes
|
Non-Travel
| 750 |
Human Resources
| 15 | 1 |
Other
| 1 | 75 | 1 |
Male
| 70 | 4 | 4 |
Laboratory Technician
| 1 |
Married
| 19,788 | 79,152 | 4 |
Y
|
No
| 4 | 3 | 3 | 80 | 1 | 15 | 3 | 1 | 8 | 2 | 7 | 1 |
46 |
No
|
Travel_Frequently
| 956 |
Software
| 15 | 1 |
Marketing
| 1 | 76 | 2 |
Female
| 64 | 1 | 2 |
Laboratory Technician
| 3 |
Married
| 45,663 | 958,923 | 5 |
Y
|
No
| 36 | 3 | 2 | 80 | 1 | 23 | 6 | 4 | 1 | 1 | 1 | 1 |
20 |
No
|
Travel_Rarely
| 789 |
Software
| 43 | 2 |
Technical Degree
| 1 | 77 | 4 |
Male
| 41 | 3 | 2 |
Healthcare Representative
| 4 |
Single
| 33,694 | 707,574 | 3 |
Y
|
Yes
| 48 | 4 | 2 | 80 | 2 | 31 | 1 | 1 | 13 | 3 | 1 | 11 |
32 |
Yes
|
Travel_Rarely
| 965 |
Software
| 19 | 2 |
Life Sciences
| 1 | 78 | 1 |
Female
| 127 | 4 | 3 |
Human Resources
| 1 |
Divorced
| 24,112 | 626,912 | 0 |
Y
|
No
| 2 | 1 | 3 | 80 | 2 | 32 | 5 | 1 | 1 | 1 | 1 | 1 |
38 |
Yes
|
Travel_Rarely
| 285 |
Research & Development
| 40 | 1 |
Life Sciences
| 1 | 79 | 2 |
Male
| 156 | 2 | 4 |
Human Resources
| 2 |
Single
| 10,568 | 42,272 | 7 |
Y
|
Yes
| 42 | 1 | 3 | 80 | 2 | 40 | 4 | 4 | 37 | 7 | 12 | 16 |
28 |
Yes
|
Travel_Frequently
| 1,321 |
Research & Development
| 16 | 1 |
Life Sciences
| 1 | 80 | 4 |
Female
| 133 | 1 | 2 |
Manufacturing Director
| 3 |
Married
| 15,481 | 216,734 | 2 |
Y
|
No
| 23 | 4 | 3 | 80 | 3 | 13 | 3 | 3 | 13 | 13 | 4 | 13 |
36 |
No
|
Travel_Frequently
| 421 |
Research & Development
| 27 | 5 |
Other
| 1 | 81 | 4 |
Female
| 193 | 3 | 1 |
Research Scientist
| 1 |
Single
| 11,503 | 115,030 | 2 |
Y
|
No
| 41 | 1 | 4 | 80 | 1 | 31 | 4 | 3 | 26 | 22 | 19 | 6 |
18 |
No
|
Travel_Frequently
| 631 |
Hardware
| 12 | 2 |
Human Resources
| 1 | 82 | 3 |
Male
| 180 | 3 | 4 |
Healthcare Representative
| 4 |
Married
| 11,336 | 68,016 | 0 |
Y
|
Yes
| 14 | 3 | 3 | 80 | 1 | 15 | 2 | 4 | 3 | 3 | 3 | 3 |
30 |
Yes
|
Non-Travel
| 962 |
Support
| 29 | 4 |
Life Sciences
| 1 | 83 | 4 |
Male
| 167 | 3 | 2 |
Sales Representative
| 1 |
Single
| 1,304 | 2,608 | 6 |
Y
|
Yes
| 12 | 1 | 4 | 80 | 4 | 30 | 5 | 3 | 8 | 8 | 3 | 1 |
59 |
Yes
|
Non-Travel
| 744 |
Sales
| 33 | 1 |
Medical
| 1 | 84 | 4 |
Female
| 159 | 3 | 2 |
Research Director
| 3 |
Divorced
| 32,603 | 228,221 | 2 |
Y
|
Yes
| 31 | 3 | 3 | 80 | 3 | 17 | 6 | 3 | 16 | 11 | 2 | 6 |
37 |
No
|
Travel_Rarely
| 1,071 |
Software
| 32 | 2 |
Medical
| 1 | 85 | 3 |
Male
| 146 | 2 | 4 |
Sales Executive
| 3 |
Divorced
| 2,571 | 5,142 | 1 |
Y
|
Yes
| 13 | 1 | 2 | 80 | 4 | 17 | 4 | 3 | 1 | 1 | 1 | 1 |
27 |
No
|
Travel_Frequently
| 901 |
Research & Development
| 1 | 1 |
Medical
| 1 | 86 | 2 |
Female
| 177 | 4 | 4 |
Research Director
| 3 |
Married
| 41,755 | 167,020 | 5 |
Y
|
Yes
| 7 | 1 | 2 | 80 | 4 | 33 | 3 | 2 | 21 | 2 | 11 | 17 |
58 |
Yes
|
Travel_Rarely
| 937 |
Sales
| 9 | 5 |
Other
| 1 | 87 | 3 |
Female
| 86 | 3 | 3 |
Research Director
| 1 |
Married
| 9,339 | 9,339 | 1 |
Y
|
No
| 5 | 4 | 1 | 80 | 1 | 36 | 3 | 2 | 23 | 22 | 20 | 20 |
24 |
Yes
|
Travel_Rarely
| 265 |
Software
| 43 | 4 |
Marketing
| 1 | 88 | 4 |
Female
| 87 | 4 | 4 |
Research Director
| 2 |
Divorced
| 43,463 | 260,778 | 3 |
Y
|
Yes
| 6 | 2 | 1 | 80 | 3 | 11 | 1 | 4 | 6 | 2 | 1 | 5 |
46 |
No
|
Travel_Rarely
| 847 |
Human Resources
| 19 | 5 |
Technical Degree
| 1 | 89 | 4 |
Female
| 108 | 3 | 1 |
Research Scientist
| 3 |
Single
| 46,239 | 323,673 | 2 |
Y
|
No
| 37 | 3 | 4 | 80 | 2 | 17 | 4 | 1 | 17 | 12 | 5 | 1 |
41 |
Yes
|
Non-Travel
| 1,052 |
Hardware
| 47 | 3 |
Medical
| 1 | 90 | 3 |
Female
| 156 | 1 | 3 |
Laboratory Technician
| 2 |
Married
| 28,428 | 312,708 | 3 |
Y
|
No
| 25 | 1 | 2 | 80 | 1 | 9 | 4 | 4 | 5 | 5 | 5 | 2 |
41 |
No
|
Non-Travel
| 282 |
Software
| 21 | 3 |
Marketing
| 1 | 91 | 3 |
Female
| 132 | 2 | 5 |
Laboratory Technician
| 1 |
Divorced
| 21,596 | 21,596 | 5 |
Y
|
Yes
| 1 | 2 | 1 | 80 | 4 | 1 | 2 | 2 | 1 | 1 | 1 | 1 |
50 |
No
|
Travel_Frequently
| 696 |
Human Resources
| 50 | 5 |
Other
| 1 | 92 | 3 |
Male
| 148 | 1 | 5 |
Human Resources
| 4 |
Married
| 27,549 | 413,235 | 1 |
Y
|
Yes
| 27 | 1 | 3 | 80 | 2 | 36 | 5 | 4 | 11 | 9 | 6 | 4 |
29 |
Yes
|
Non-Travel
| 1,381 |
Human Resources
| 31 | 1 |
Other
| 1 | 93 | 4 |
Male
| 74 | 1 | 4 |
Manager
| 1 |
Married
| 35,413 | 956,151 | 8 |
Y
|
Yes
| 26 | 1 | 4 | 80 | 1 | 10 | 1 | 2 | 2 | 1 | 1 | 2 |
34 |
No
|
Non-Travel
| 995 |
Support
| 17 | 2 |
Marketing
| 1 | 94 | 2 |
Male
| 133 | 1 | 4 |
Manager
| 2 |
Divorced
| 6,142 | 36,852 | 1 |
Y
|
No
| 25 | 4 | 2 | 80 | 4 | 32 | 2 | 3 | 19 | 11 | 9 | 7 |
31 |
Yes
|
Travel_Frequently
| 430 |
Hardware
| 44 | 3 |
Medical
| 1 | 95 | 2 |
Male
| 123 | 4 | 3 |
Manager
| 1 |
Single
| 15,673 | 282,114 | 0 |
Y
|
No
| 21 | 4 | 3 | 80 | 3 | 35 | 6 | 3 | 9 | 3 | 7 | 1 |
27 |
No
|
Travel_Frequently
| 936 |
Sales
| 44 | 2 |
Medical
| 1 | 96 | 3 |
Female
| 43 | 2 | 3 |
Sales Executive
| 2 |
Divorced
| 40,376 | 888,272 | 0 |
Y
|
Yes
| 26 | 4 | 4 | 80 | 3 | 17 | 3 | 2 | 17 | 3 | 10 | 1 |
30 |
Yes
|
Travel_Rarely
| 445 |
Support
| 22 | 3 |
Human Resources
| 1 | 97 | 2 |
Female
| 149 | 4 | 5 |
Sales Representative
| 1 |
Divorced
| 18,904 | 472,600 | 8 |
Y
|
No
| 21 | 1 | 2 | 80 | 2 | 24 | 3 | 2 | 17 | 10 | 15 | 4 |
59 |
No
|
Travel_Rarely
| 471 |
Support
| 19 | 4 |
Technical Degree
| 1 | 98 | 1 |
Female
| 167 | 3 | 2 |
Research Director
| 3 |
Single
| 30,632 | 704,536 | 1 |
Y
|
Yes
| 9 | 4 | 4 | 80 | 4 | 21 | 3 | 3 | 17 | 6 | 4 | 1 |
18 |
No
|
Travel_Rarely
| 1,180 |
Sales
| 34 | 5 |
Other
| 1 | 99 | 3 |
Male
| 84 | 1 | 3 |
Developer
| 1 |
Divorced
| 43,434 | 1,085,850 | 4 |
Y
|
No
| 5 | 4 | 1 | 80 | 1 | 25 | 1 | 2 | 7 | 3 | 4 | 1 |
39 |
Yes
|
Travel_Rarely
| 837 |
Human Resources
| 22 | 3 |
Other
| 1 | 100 | 1 |
Male
| 52 | 1 | 5 |
Research Director
| 3 |
Married
| 18,953 | 379,060 | 1 |
Y
|
Yes
| 39 | 2 | 3 | 80 | 2 | 26 | 6 | 3 | 8 | 5 | 6 | 2 |
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