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
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
34 |
No
|
Travel_Frequently
| 987 |
Human Resources
| 9 | 1 |
Life Sciences
| 1 | 2,101 | 1 |
Male
| 130 | 1 | 3 |
Manufacturing Director
| 1 |
Divorced
| 16,834 | 50,502 | 4 |
Y
|
No
| 41 | 1 | 2 | 80 | 1 | 5 | 2 | 2 | 4 | 1 | 3 | 3 |
41 |
No
|
Travel_Rarely
| 1,495 |
Sales
| 16 | 1 |
Other
| 1 | 2,102 | 4 |
Female
| 87 | 2 | 1 |
Research Scientist
| 2 |
Divorced
| 29,086 | 756,236 | 5 |
Y
|
No
| 23 | 2 | 1 | 80 | 4 | 17 | 6 | 1 | 6 | 1 | 5 | 2 |
41 |
Yes
|
Non-Travel
| 867 |
Human Resources
| 20 | 1 |
Medical
| 1 | 2,103 | 2 |
Female
| 104 | 3 | 3 |
Research Director
| 2 |
Married
| 1,790 | 21,480 | 2 |
Y
|
No
| 13 | 4 | 3 | 80 | 2 | 15 | 4 | 3 | 11 | 11 | 8 | 4 |
50 |
No
|
Non-Travel
| 348 |
Sales
| 16 | 5 |
Medical
| 1 | 2,104 | 4 |
Female
| 196 | 4 | 3 |
Manager
| 2 |
Divorced
| 41,744 | 292,208 | 3 |
Y
|
Yes
| 44 | 1 | 1 | 80 | 4 | 38 | 5 | 3 | 29 | 27 | 10 | 29 |
31 |
Yes
|
Travel_Rarely
| 1,233 |
Software
| 19 | 4 |
Medical
| 1 | 2,105 | 2 |
Female
| 118 | 1 | 2 |
Research Scientist
| 2 |
Married
| 26,870 | 806,100 | 1 |
Y
|
No
| 9 | 1 | 3 | 80 | 2 | 28 | 3 | 3 | 20 | 8 | 4 | 5 |
45 |
No
|
Travel_Rarely
| 1,316 |
Hardware
| 15 | 3 |
Marketing
| 1 | 2,106 | 1 |
Male
| 34 | 1 | 2 |
Healthcare Representative
| 4 |
Single
| 48,650 | 291,900 | 6 |
Y
|
Yes
| 0 | 3 | 1 | 80 | 4 | 18 | 2 | 3 | 6 | 1 | 2 | 2 |
40 |
No
|
Non-Travel
| 1,236 |
Software
| 8 | 5 |
Technical Degree
| 1 | 2,107 | 1 |
Female
| 45 | 1 | 5 |
Laboratory Technician
| 1 |
Divorced
| 20,858 | 625,740 | 1 |
Y
|
No
| 29 | 3 | 2 | 80 | 4 | 33 | 2 | 1 | 29 | 16 | 17 | 20 |
27 |
Yes
|
Travel_Frequently
| 1,301 |
Human Resources
| 25 | 3 |
Marketing
| 1 | 2,108 | 2 |
Female
| 187 | 3 | 3 |
Sales Executive
| 1 |
Married
| 25,969 | 675,194 | 1 |
Y
|
No
| 20 | 2 | 3 | 80 | 4 | 22 | 6 | 2 | 10 | 10 | 3 | 2 |
38 |
Yes
|
Travel_Frequently
| 1,383 |
Hardware
| 30 | 4 |
Marketing
| 1 | 2,109 | 4 |
Female
| 132 | 4 | 4 |
Sales Executive
| 4 |
Divorced
| 12,417 | 37,251 | 7 |
Y
|
Yes
| 23 | 4 | 3 | 80 | 4 | 14 | 4 | 1 | 14 | 13 | 1 | 14 |
29 |
Yes
|
Non-Travel
| 134 |
Research & Development
| 33 | 1 |
Life Sciences
| 1 | 2,110 | 3 |
Male
| 53 | 3 | 3 |
Manufacturing Director
| 3 |
Single
| 31,544 | 315,440 | 7 |
Y
|
Yes
| 13 | 3 | 4 | 80 | 4 | 21 | 1 | 2 | 8 | 8 | 7 | 2 |
25 |
No
|
Non-Travel
| 542 |
Software
| 8 | 2 |
Human Resources
| 1 | 2,111 | 1 |
Male
| 30 | 4 | 5 |
Research Scientist
| 2 |
Divorced
| 25,773 | 283,503 | 5 |
Y
|
Yes
| 46 | 1 | 4 | 80 | 3 | 25 | 4 | 4 | 24 | 9 | 5 | 23 |
24 |
No
|
Travel_Rarely
| 1,371 |
Hardware
| 50 | 1 |
Other
| 1 | 2,112 | 2 |
Female
| 33 | 2 | 1 |
Developer
| 2 |
Divorced
| 28,217 | 507,906 | 1 |
Y
|
Yes
| 6 | 2 | 2 | 80 | 1 | 27 | 5 | 4 | 4 | 1 | 3 | 1 |
28 |
No
|
Travel_Rarely
| 731 |
Sales
| 33 | 4 |
Marketing
| 1 | 2,113 | 3 |
Female
| 116 | 3 | 2 |
Research Scientist
| 3 |
Married
| 15,646 | 281,628 | 0 |
Y
|
No
| 35 | 1 | 4 | 80 | 3 | 15 | 5 | 3 | 4 | 2 | 3 | 1 |
57 |
Yes
|
Non-Travel
| 918 |
Support
| 14 | 5 |
Other
| 1 | 2,114 | 1 |
Female
| 143 | 4 | 2 |
Manager
| 2 |
Single
| 19,051 | 114,306 | 5 |
Y
|
No
| 45 | 2 | 3 | 80 | 4 | 5 | 4 | 4 | 4 | 4 | 3 | 3 |
28 |
Yes
|
Travel_Rarely
| 1,245 |
Research & Development
| 29 | 3 |
Technical Degree
| 1 | 2,115 | 2 |
Male
| 107 | 4 | 5 |
Human Resources
| 1 |
Divorced
| 39,884 | 438,724 | 7 |
Y
|
No
| 43 | 4 | 3 | 80 | 3 | 5 | 4 | 2 | 3 | 3 | 1 | 1 |
41 |
No
|
Travel_Frequently
| 925 |
Human Resources
| 1 | 2 |
Medical
| 1 | 2,116 | 1 |
Female
| 178 | 4 | 5 |
Human Resources
| 2 |
Divorced
| 11,668 | 198,356 | 0 |
Y
|
No
| 8 | 2 | 1 | 80 | 4 | 15 | 1 | 2 | 14 | 6 | 2 | 10 |
51 |
Yes
|
Travel_Frequently
| 474 |
Support
| 33 | 3 |
Other
| 1 | 2,117 | 1 |
Female
| 92 | 4 | 2 |
Developer
| 3 |
Single
| 30,730 | 460,950 | 6 |
Y
|
No
| 12 | 1 | 1 | 80 | 3 | 33 | 3 | 3 | 29 | 24 | 2 | 24 |
29 |
Yes
|
Travel_Rarely
| 1,272 |
Support
| 35 | 1 |
Other
| 1 | 2,118 | 2 |
Male
| 126 | 1 | 2 |
Laboratory Technician
| 3 |
Married
| 41,367 | 537,771 | 8 |
Y
|
Yes
| 28 | 4 | 2 | 80 | 2 | 6 | 3 | 4 | 5 | 3 | 1 | 4 |
49 |
No
|
Travel_Frequently
| 292 |
Hardware
| 9 | 1 |
Technical Degree
| 1 | 2,119 | 4 |
Female
| 85 | 4 | 3 |
Manager
| 1 |
Married
| 38,153 | 763,060 | 1 |
Y
|
Yes
| 30 | 2 | 3 | 80 | 2 | 5 | 6 | 2 | 5 | 1 | 1 | 1 |
38 |
Yes
|
Non-Travel
| 1,172 |
Research & Development
| 11 | 3 |
Technical Degree
| 1 | 2,120 | 1 |
Male
| 82 | 3 | 2 |
Manager
| 4 |
Married
| 45,217 | 813,906 | 5 |
Y
|
No
| 43 | 3 | 1 | 80 | 2 | 14 | 5 | 1 | 3 | 3 | 1 | 1 |
38 |
Yes
|
Travel_Rarely
| 1,231 |
Human Resources
| 46 | 4 |
Other
| 1 | 2,121 | 4 |
Male
| 59 | 1 | 3 |
Sales Representative
| 2 |
Single
| 31,191 | 93,573 | 6 |
Y
|
No
| 45 | 4 | 4 | 80 | 1 | 21 | 5 | 1 | 10 | 5 | 4 | 9 |
48 |
No
|
Travel_Rarely
| 338 |
Research & Development
| 13 | 2 |
Life Sciences
| 1 | 2,122 | 1 |
Female
| 138 | 4 | 3 |
Healthcare Representative
| 3 |
Single
| 41,824 | 1,087,424 | 0 |
Y
|
No
| 10 | 4 | 1 | 80 | 4 | 7 | 2 | 2 | 3 | 2 | 2 | 1 |
59 |
Yes
|
Non-Travel
| 835 |
Sales
| 29 | 1 |
Marketing
| 1 | 2,123 | 4 |
Female
| 66 | 2 | 2 |
Sales Executive
| 3 |
Single
| 5,744 | 57,440 | 6 |
Y
|
Yes
| 42 | 4 | 1 | 80 | 1 | 19 | 3 | 4 | 13 | 11 | 7 | 5 |
45 |
Yes
|
Travel_Rarely
| 731 |
Hardware
| 30 | 3 |
Life Sciences
| 1 | 2,124 | 2 |
Female
| 102 | 2 | 1 |
Developer
| 1 |
Divorced
| 33,938 | 305,442 | 2 |
Y
|
Yes
| 11 | 1 | 3 | 80 | 1 | 1 | 3 | 3 | 1 | 1 | 1 | 1 |
53 |
No
|
Non-Travel
| 929 |
Research & Development
| 26 | 1 |
Medical
| 1 | 2,125 | 4 |
Female
| 111 | 4 | 4 |
Healthcare Representative
| 3 |
Married
| 9,738 | 146,070 | 7 |
Y
|
Yes
| 32 | 1 | 1 | 80 | 4 | 10 | 1 | 4 | 6 | 6 | 4 | 2 |
20 |
No
|
Travel_Rarely
| 429 |
Research & Development
| 34 | 5 |
Marketing
| 1 | 2,126 | 4 |
Male
| 133 | 3 | 3 |
Manager
| 2 |
Divorced
| 13,608 | 149,688 | 7 |
Y
|
Yes
| 26 | 3 | 4 | 80 | 1 | 18 | 5 | 4 | 15 | 13 | 10 | 12 |
24 |
No
|
Non-Travel
| 471 |
Software
| 37 | 1 |
Medical
| 1 | 2,127 | 3 |
Male
| 144 | 4 | 5 |
Human Resources
| 2 |
Divorced
| 9,122 | 164,196 | 2 |
Y
|
Yes
| 0 | 4 | 4 | 80 | 1 | 7 | 2 | 2 | 6 | 4 | 4 | 4 |
30 |
Yes
|
Travel_Frequently
| 945 |
Human Resources
| 33 | 3 |
Human Resources
| 1 | 2,128 | 1 |
Female
| 159 | 3 | 3 |
Human Resources
| 3 |
Married
| 12,057 | 192,912 | 3 |
Y
|
No
| 21 | 4 | 4 | 80 | 3 | 1 | 2 | 3 | 1 | 1 | 1 | 1 |
36 |
Yes
|
Travel_Rarely
| 1,429 |
Support
| 38 | 1 |
Human Resources
| 1 | 2,129 | 3 |
Male
| 82 | 1 | 5 |
Human Resources
| 1 |
Single
| 30,613 | 520,421 | 4 |
Y
|
No
| 14 | 1 | 3 | 80 | 4 | 16 | 1 | 4 | 11 | 5 | 6 | 11 |
41 |
No
|
Travel_Rarely
| 624 |
Support
| 47 | 4 |
Human Resources
| 1 | 2,130 | 4 |
Male
| 118 | 3 | 1 |
Research Director
| 1 |
Married
| 48,976 | 1,175,424 | 5 |
Y
|
No
| 38 | 1 | 3 | 80 | 4 | 22 | 4 | 1 | 4 | 3 | 4 | 1 |
57 |
No
|
Travel_Frequently
| 855 |
Sales
| 32 | 2 |
Medical
| 1 | 2,131 | 4 |
Female
| 163 | 4 | 5 |
Manufacturing Director
| 4 |
Divorced
| 29,643 | 652,146 | 5 |
Y
|
Yes
| 32 | 2 | 2 | 80 | 4 | 14 | 2 | 3 | 3 | 1 | 3 | 2 |
28 |
Yes
|
Travel_Rarely
| 349 |
Research & Development
| 44 | 5 |
Life Sciences
| 1 | 2,132 | 1 |
Male
| 168 | 2 | 3 |
Developer
| 3 |
Married
| 48,418 | 242,090 | 7 |
Y
|
Yes
| 36 | 1 | 3 | 80 | 4 | 23 | 3 | 3 | 2 | 2 | 2 | 2 |
31 |
No
|
Travel_Frequently
| 101 |
Hardware
| 8 | 3 |
Technical Degree
| 1 | 2,133 | 2 |
Male
| 83 | 4 | 1 |
Research Scientist
| 2 |
Divorced
| 44,435 | 1,244,180 | 4 |
Y
|
No
| 29 | 2 | 4 | 80 | 2 | 32 | 5 | 1 | 20 | 4 | 3 | 4 |
21 |
No
|
Non-Travel
| 502 |
Hardware
| 10 | 5 |
Technical Degree
| 1 | 2,134 | 2 |
Female
| 85 | 2 | 3 |
Developer
| 2 |
Divorced
| 50,977 | 713,678 | 0 |
Y
|
No
| 29 | 3 | 4 | 80 | 3 | 40 | 5 | 3 | 18 | 4 | 4 | 6 |
34 |
Yes
|
Non-Travel
| 844 |
Research & Development
| 16 | 2 |
Medical
| 1 | 2,135 | 1 |
Female
| 193 | 1 | 5 |
Sales Executive
| 4 |
Single
| 9,650 | 115,800 | 8 |
Y
|
Yes
| 5 | 1 | 4 | 80 | 1 | 30 | 2 | 4 | 11 | 11 | 7 | 10 |
36 |
Yes
|
Travel_Rarely
| 683 |
Research & Development
| 14 | 5 |
Other
| 1 | 2,136 | 2 |
Male
| 160 | 2 | 1 |
Developer
| 1 |
Married
| 14,453 | 346,872 | 7 |
Y
|
Yes
| 32 | 3 | 2 | 80 | 3 | 23 | 1 | 2 | 5 | 5 | 2 | 1 |
36 |
No
|
Non-Travel
| 1,357 |
Research & Development
| 20 | 4 |
Technical Degree
| 1 | 2,137 | 3 |
Female
| 67 | 3 | 4 |
Research Director
| 4 |
Married
| 15,545 | 202,085 | 4 |
Y
|
No
| 26 | 3 | 3 | 80 | 3 | 27 | 2 | 1 | 21 | 7 | 20 | 6 |
46 |
No
|
Non-Travel
| 1,444 |
Sales
| 11 | 1 |
Marketing
| 1 | 2,138 | 2 |
Female
| 156 | 1 | 2 |
Human Resources
| 1 |
Married
| 7,670 | 115,050 | 3 |
Y
|
No
| 19 | 2 | 1 | 80 | 1 | 14 | 1 | 3 | 4 | 1 | 3 | 4 |
25 |
Yes
|
Travel_Rarely
| 1,210 |
Hardware
| 6 | 2 |
Marketing
| 1 | 2,139 | 1 |
Male
| 194 | 4 | 4 |
Research Director
| 3 |
Married
| 11,068 | 11,068 | 4 |
Y
|
Yes
| 23 | 2 | 4 | 80 | 4 | 18 | 2 | 1 | 1 | 1 | 1 | 1 |
28 |
Yes
|
Travel_Frequently
| 657 |
Support
| 25 | 5 |
Medical
| 1 | 2,140 | 2 |
Male
| 107 | 3 | 3 |
Developer
| 1 |
Single
| 14,653 | 58,612 | 5 |
Y
|
No
| 7 | 1 | 4 | 80 | 3 | 23 | 4 | 4 | 8 | 3 | 1 | 1 |
41 |
No
|
Travel_Rarely
| 526 |
Sales
| 44 | 1 |
Other
| 1 | 2,141 | 3 |
Female
| 114 | 4 | 3 |
Healthcare Representative
| 1 |
Married
| 11,847 | 248,787 | 3 |
Y
|
Yes
| 42 | 2 | 2 | 80 | 2 | 38 | 2 | 3 | 11 | 3 | 4 | 2 |
28 |
No
|
Travel_Frequently
| 1,259 |
Software
| 39 | 3 |
Other
| 1 | 2,142 | 3 |
Female
| 93 | 4 | 2 |
Manager
| 3 |
Single
| 28,841 | 634,502 | 8 |
Y
|
Yes
| 39 | 4 | 3 | 80 | 1 | 15 | 4 | 2 | 1 | 1 | 1 | 1 |
57 |
No
|
Non-Travel
| 1,284 |
Software
| 6 | 4 |
Other
| 1 | 2,143 | 3 |
Female
| 70 | 1 | 2 |
Sales Executive
| 2 |
Divorced
| 36,492 | 802,824 | 4 |
Y
|
Yes
| 33 | 3 | 3 | 80 | 3 | 30 | 4 | 2 | 27 | 12 | 26 | 10 |
44 |
No
|
Non-Travel
| 1,272 |
Software
| 40 | 1 |
Other
| 1 | 2,144 | 2 |
Female
| 140 | 3 | 2 |
Manufacturing Director
| 4 |
Married
| 29,530 | 236,240 | 7 |
Y
|
No
| 23 | 4 | 4 | 80 | 1 | 9 | 6 | 2 | 8 | 3 | 3 | 3 |
25 |
Yes
|
Non-Travel
| 282 |
Sales
| 7 | 2 |
Human Resources
| 1 | 2,145 | 1 |
Male
| 71 | 3 | 3 |
Sales Executive
| 4 |
Married
| 7,155 | 200,340 | 4 |
Y
|
Yes
| 44 | 1 | 1 | 80 | 4 | 34 | 1 | 2 | 21 | 19 | 9 | 13 |
41 |
Yes
|
Non-Travel
| 387 |
Human Resources
| 29 | 3 |
Medical
| 1 | 2,146 | 3 |
Male
| 37 | 4 | 2 |
Human Resources
| 3 |
Single
| 45,225 | 1,040,175 | 4 |
Y
|
Yes
| 16 | 1 | 4 | 80 | 3 | 19 | 3 | 1 | 2 | 1 | 1 | 1 |
59 |
Yes
|
Travel_Frequently
| 165 |
Research & Development
| 45 | 1 |
Human Resources
| 1 | 2,147 | 1 |
Male
| 103 | 1 | 2 |
Sales Executive
| 3 |
Single
| 12,788 | 12,788 | 6 |
Y
|
Yes
| 48 | 3 | 3 | 80 | 1 | 12 | 3 | 1 | 1 | 1 | 1 | 1 |
18 |
Yes
|
Travel_Frequently
| 278 |
Sales
| 30 | 3 |
Medical
| 1 | 2,148 | 4 |
Female
| 110 | 4 | 4 |
Research Scientist
| 4 |
Divorced
| 21,095 | 253,140 | 2 |
Y
|
No
| 38 | 2 | 1 | 80 | 3 | 31 | 3 | 2 | 26 | 15 | 20 | 16 |
60 |
Yes
|
Travel_Rarely
| 825 |
Research & Development
| 41 | 1 |
Life Sciences
| 1 | 2,149 | 3 |
Female
| 101 | 4 | 1 |
Laboratory Technician
| 1 |
Married
| 46,033 | 276,198 | 6 |
Y
|
Yes
| 29 | 4 | 1 | 80 | 3 | 28 | 3 | 1 | 6 | 5 | 4 | 4 |
36 |
Yes
|
Travel_Frequently
| 1,436 |
Sales
| 14 | 1 |
Life Sciences
| 1 | 2,150 | 4 |
Female
| 108 | 2 | 1 |
Healthcare Representative
| 3 |
Divorced
| 20,222 | 141,554 | 8 |
Y
|
Yes
| 22 | 1 | 3 | 80 | 1 | 23 | 3 | 1 | 9 | 8 | 3 | 4 |
27 |
Yes
|
Travel_Frequently
| 1,073 |
Research & Development
| 26 | 4 |
Technical Degree
| 1 | 2,151 | 3 |
Female
| 65 | 3 | 3 |
Manager
| 2 |
Married
| 37,181 | 334,629 | 4 |
Y
|
No
| 32 | 2 | 4 | 80 | 2 | 24 | 4 | 3 | 18 | 17 | 18 | 2 |
54 |
Yes
|
Travel_Rarely
| 998 |
Hardware
| 8 | 3 |
Technical Degree
| 1 | 2,152 | 2 |
Male
| 64 | 2 | 1 |
Research Scientist
| 3 |
Single
| 50,819 | 1,270,475 | 2 |
Y
|
No
| 20 | 3 | 3 | 80 | 4 | 1 | 3 | 4 | 1 | 1 | 1 | 1 |
29 |
No
|
Travel_Rarely
| 205 |
Sales
| 40 | 4 |
Marketing
| 1 | 2,153 | 4 |
Female
| 65 | 3 | 5 |
Sales Representative
| 2 |
Single
| 21,142 | 380,556 | 5 |
Y
|
Yes
| 40 | 3 | 1 | 80 | 3 | 35 | 4 | 2 | 22 | 9 | 20 | 17 |
32 |
Yes
|
Travel_Frequently
| 667 |
Hardware
| 35 | 2 |
Other
| 1 | 2,154 | 1 |
Female
| 30 | 3 | 3 |
Developer
| 2 |
Married
| 24,117 | 265,287 | 0 |
Y
|
No
| 39 | 3 | 1 | 80 | 4 | 37 | 1 | 3 | 10 | 8 | 9 | 7 |
33 |
No
|
Travel_Rarely
| 647 |
Support
| 38 | 3 |
Technical Degree
| 1 | 2,155 | 4 |
Female
| 77 | 3 | 1 |
Sales Representative
| 2 |
Married
| 35,853 | 143,412 | 4 |
Y
|
Yes
| 43 | 2 | 4 | 80 | 4 | 24 | 1 | 4 | 3 | 2 | 2 | 1 |
21 |
Yes
|
Travel_Rarely
| 484 |
Human Resources
| 19 | 4 |
Medical
| 1 | 2,156 | 1 |
Female
| 63 | 2 | 2 |
Research Scientist
| 1 |
Divorced
| 10,104 | 282,912 | 6 |
Y
|
Yes
| 10 | 3 | 1 | 80 | 4 | 17 | 4 | 3 | 6 | 5 | 5 | 1 |
50 |
No
|
Travel_Frequently
| 604 |
Research & Development
| 23 | 2 |
Other
| 1 | 2,157 | 2 |
Female
| 157 | 3 | 1 |
Research Scientist
| 2 |
Single
| 13,081 | 379,349 | 3 |
Y
|
No
| 43 | 2 | 4 | 80 | 1 | 9 | 5 | 1 | 7 | 1 | 3 | 3 |
59 |
No
|
Travel_Frequently
| 844 |
Human Resources
| 25 | 1 |
Other
| 1 | 2,158 | 4 |
Male
| 182 | 2 | 5 |
Sales Executive
| 3 |
Divorced
| 20,799 | 499,176 | 0 |
Y
|
Yes
| 29 | 4 | 3 | 80 | 4 | 22 | 6 | 2 | 17 | 13 | 15 | 7 |
29 |
Yes
|
Travel_Frequently
| 1,005 |
Software
| 31 | 2 |
Other
| 1 | 2,159 | 1 |
Male
| 151 | 4 | 4 |
Manufacturing Director
| 3 |
Divorced
| 35,033 | 175,165 | 1 |
Y
|
No
| 42 | 4 | 4 | 80 | 3 | 30 | 2 | 4 | 15 | 14 | 11 | 7 |
19 |
No
|
Travel_Rarely
| 442 |
Hardware
| 6 | 3 |
Life Sciences
| 1 | 2,160 | 3 |
Female
| 59 | 4 | 1 |
Human Resources
| 3 |
Divorced
| 13,255 | 331,375 | 3 |
Y
|
Yes
| 3 | 1 | 2 | 80 | 4 | 14 | 5 | 2 | 1 | 1 | 1 | 1 |
47 |
No
|
Non-Travel
| 962 |
Software
| 18 | 4 |
Human Resources
| 1 | 2,161 | 2 |
Male
| 198 | 1 | 5 |
Human Resources
| 1 |
Single
| 42,734 | 1,025,616 | 7 |
Y
|
Yes
| 18 | 3 | 2 | 80 | 2 | 22 | 4 | 4 | 6 | 6 | 4 | 3 |
34 |
No
|
Travel_Rarely
| 617 |
Hardware
| 43 | 3 |
Human Resources
| 1 | 2,162 | 4 |
Male
| 118 | 1 | 1 |
Manufacturing Director
| 1 |
Single
| 16,978 | 254,670 | 2 |
Y
|
No
| 22 | 4 | 3 | 80 | 2 | 19 | 2 | 4 | 11 | 5 | 9 | 5 |
47 |
No
|
Travel_Frequently
| 1,140 |
Hardware
| 49 | 3 |
Life Sciences
| 1 | 2,163 | 4 |
Male
| 110 | 2 | 5 |
Developer
| 1 |
Married
| 44,594 | 1,337,820 | 2 |
Y
|
Yes
| 18 | 2 | 1 | 80 | 1 | 37 | 1 | 2 | 28 | 20 | 2 | 21 |
41 |
Yes
|
Non-Travel
| 291 |
Software
| 25 | 1 |
Technical Degree
| 1 | 2,164 | 3 |
Male
| 142 | 2 | 4 |
Sales Representative
| 4 |
Single
| 2,943 | 82,404 | 4 |
Y
|
No
| 45 | 1 | 4 | 80 | 3 | 34 | 5 | 4 | 26 | 16 | 23 | 7 |
21 |
Yes
|
Travel_Rarely
| 1,153 |
Sales
| 4 | 3 |
Technical Degree
| 1 | 2,165 | 2 |
Male
| 184 | 2 | 1 |
Research Scientist
| 1 |
Married
| 36,111 | 216,666 | 5 |
Y
|
Yes
| 8 | 3 | 2 | 80 | 4 | 15 | 5 | 1 | 9 | 6 | 9 | 5 |
22 |
No
|
Travel_Frequently
| 1,067 |
Support
| 31 | 3 |
Medical
| 1 | 2,166 | 1 |
Male
| 39 | 3 | 1 |
Healthcare Representative
| 3 |
Single
| 23,906 | 191,248 | 1 |
Y
|
No
| 18 | 1 | 3 | 80 | 4 | 29 | 3 | 1 | 28 | 25 | 23 | 24 |
23 |
Yes
|
Travel_Frequently
| 1,280 |
Research & Development
| 35 | 2 |
Human Resources
| 1 | 2,167 | 4 |
Male
| 67 | 3 | 3 |
Research Scientist
| 3 |
Divorced
| 4,144 | 49,728 | 7 |
Y
|
Yes
| 15 | 4 | 3 | 80 | 1 | 6 | 2 | 3 | 5 | 1 | 3 | 5 |
31 |
No
|
Travel_Frequently
| 383 |
Sales
| 33 | 4 |
Marketing
| 1 | 2,168 | 4 |
Male
| 158 | 2 | 2 |
Research Director
| 1 |
Divorced
| 18,181 | 418,163 | 3 |
Y
|
Yes
| 32 | 3 | 1 | 80 | 3 | 15 | 6 | 2 | 1 | 1 | 1 | 1 |
30 |
Yes
|
Non-Travel
| 920 |
Research & Development
| 17 | 2 |
Marketing
| 1 | 2,169 | 3 |
Female
| 189 | 1 | 3 |
Developer
| 3 |
Divorced
| 1,692 | 15,228 | 7 |
Y
|
No
| 38 | 4 | 2 | 80 | 1 | 3 | 6 | 4 | 2 | 2 | 2 | 1 |
50 |
Yes
|
Travel_Rarely
| 1,394 |
Research & Development
| 24 | 5 |
Other
| 1 | 2,170 | 3 |
Male
| 84 | 4 | 3 |
Sales Representative
| 2 |
Single
| 31,595 | 126,380 | 2 |
Y
|
No
| 45 | 4 | 4 | 80 | 2 | 3 | 4 | 3 | 1 | 1 | 1 | 1 |
19 |
No
|
Non-Travel
| 586 |
Sales
| 38 | 5 |
Life Sciences
| 1 | 2,171 | 3 |
Female
| 92 | 1 | 5 |
Manager
| 3 |
Married
| 41,622 | 1,165,416 | 5 |
Y
|
Yes
| 35 | 2 | 4 | 80 | 1 | 2 | 5 | 3 | 2 | 2 | 1 | 2 |
41 |
No
|
Travel_Rarely
| 1,365 |
Software
| 33 | 5 |
Marketing
| 1 | 2,172 | 1 |
Female
| 44 | 3 | 4 |
Human Resources
| 2 |
Single
| 24,784 | 272,624 | 3 |
Y
|
Yes
| 32 | 4 | 1 | 80 | 1 | 40 | 3 | 2 | 23 | 9 | 13 | 18 |
54 |
No
|
Travel_Rarely
| 546 |
Sales
| 15 | 3 |
Technical Degree
| 1 | 2,173 | 2 |
Male
| 131 | 2 | 4 |
Sales Executive
| 1 |
Single
| 20,274 | 587,946 | 1 |
Y
|
Yes
| 40 | 3 | 4 | 80 | 1 | 4 | 4 | 3 | 1 | 1 | 1 | 1 |
43 |
Yes
|
Non-Travel
| 558 |
Research & Development
| 34 | 3 |
Life Sciences
| 1 | 2,174 | 2 |
Female
| 183 | 2 | 1 |
Manager
| 3 |
Married
| 45,535 | 273,210 | 0 |
Y
|
Yes
| 36 | 1 | 3 | 80 | 3 | 19 | 3 | 2 | 6 | 4 | 5 | 3 |
29 |
No
|
Travel_Frequently
| 810 |
Human Resources
| 39 | 1 |
Medical
| 1 | 2,175 | 1 |
Female
| 90 | 1 | 2 |
Sales Representative
| 3 |
Married
| 44,392 | 710,272 | 3 |
Y
|
Yes
| 41 | 3 | 3 | 80 | 4 | 33 | 1 | 4 | 22 | 21 | 6 | 20 |
48 |
Yes
|
Travel_Rarely
| 1,097 |
Research & Development
| 30 | 2 |
Human Resources
| 1 | 2,176 | 3 |
Male
| 44 | 3 | 3 |
Manufacturing Director
| 4 |
Divorced
| 8,347 | 133,552 | 0 |
Y
|
Yes
| 17 | 1 | 4 | 80 | 3 | 26 | 6 | 1 | 7 | 7 | 2 | 5 |
34 |
No
|
Travel_Frequently
| 485 |
Sales
| 15 | 1 |
Life Sciences
| 1 | 2,177 | 2 |
Male
| 106 | 1 | 3 |
Laboratory Technician
| 4 |
Divorced
| 47,310 | 851,580 | 2 |
Y
|
No
| 43 | 1 | 1 | 80 | 1 | 22 | 1 | 3 | 15 | 6 | 5 | 2 |
48 |
No
|
Travel_Rarely
| 674 |
Human Resources
| 33 | 5 |
Technical Degree
| 1 | 2,178 | 1 |
Male
| 110 | 4 | 2 |
Human Resources
| 2 |
Single
| 35,913 | 754,173 | 4 |
Y
|
No
| 13 | 4 | 3 | 80 | 2 | 15 | 5 | 4 | 8 | 8 | 4 | 4 |
49 |
Yes
|
Travel_Rarely
| 491 |
Human Resources
| 38 | 2 |
Marketing
| 1 | 2,179 | 1 |
Female
| 67 | 3 | 3 |
Laboratory Technician
| 3 |
Married
| 42,833 | 685,328 | 3 |
Y
|
No
| 31 | 4 | 4 | 80 | 1 | 20 | 4 | 3 | 9 | 6 | 7 | 6 |
52 |
Yes
|
Non-Travel
| 316 |
Human Resources
| 5 | 1 |
Life Sciences
| 1 | 2,180 | 2 |
Male
| 102 | 2 | 1 |
Human Resources
| 1 |
Divorced
| 29,704 | 504,968 | 8 |
Y
|
No
| 2 | 3 | 3 | 80 | 1 | 35 | 1 | 1 | 13 | 10 | 2 | 1 |
21 |
No
|
Non-Travel
| 1,343 |
Human Resources
| 29 | 1 |
Marketing
| 1 | 2,181 | 3 |
Female
| 74 | 4 | 4 |
Human Resources
| 3 |
Single
| 27,754 | 111,016 | 2 |
Y
|
No
| 26 | 1 | 1 | 80 | 3 | 40 | 2 | 4 | 16 | 13 | 6 | 6 |
21 |
Yes
|
Non-Travel
| 945 |
Software
| 8 | 3 |
Other
| 1 | 2,182 | 1 |
Male
| 107 | 1 | 2 |
Research Director
| 4 |
Married
| 49,333 | 443,997 | 3 |
Y
|
Yes
| 38 | 3 | 4 | 80 | 1 | 24 | 5 | 3 | 12 | 6 | 4 | 6 |
29 |
No
|
Travel_Frequently
| 715 |
Hardware
| 2 | 5 |
Technical Degree
| 1 | 2,183 | 1 |
Female
| 94 | 2 | 3 |
Healthcare Representative
| 4 |
Married
| 6,437 | 186,673 | 0 |
Y
|
No
| 23 | 1 | 2 | 80 | 1 | 10 | 5 | 1 | 10 | 2 | 6 | 5 |
42 |
Yes
|
Travel_Rarely
| 255 |
Human Resources
| 47 | 2 |
Technical Degree
| 1 | 2,184 | 2 |
Male
| 163 | 1 | 4 |
Developer
| 4 |
Divorced
| 42,907 | 128,721 | 0 |
Y
|
No
| 2 | 1 | 2 | 80 | 1 | 21 | 6 | 1 | 18 | 1 | 17 | 4 |
22 |
No
|
Non-Travel
| 1,397 |
Sales
| 22 | 5 |
Life Sciences
| 1 | 2,185 | 2 |
Male
| 103 | 4 | 4 |
Manager
| 4 |
Single
| 23,408 | 421,344 | 0 |
Y
|
Yes
| 33 | 1 | 3 | 80 | 4 | 18 | 6 | 1 | 2 | 1 | 1 | 2 |
27 |
No
|
Travel_Frequently
| 358 |
Human Resources
| 28 | 3 |
Marketing
| 1 | 2,186 | 4 |
Male
| 174 | 2 | 2 |
Manager
| 2 |
Married
| 33,033 | 528,528 | 4 |
Y
|
No
| 25 | 1 | 4 | 80 | 4 | 10 | 3 | 4 | 10 | 2 | 4 | 8 |
57 |
Yes
|
Travel_Rarely
| 1,416 |
Sales
| 30 | 2 |
Life Sciences
| 1 | 2,187 | 1 |
Male
| 145 | 1 | 3 |
Research Scientist
| 4 |
Single
| 2,400 | 72,000 | 3 |
Y
|
Yes
| 45 | 1 | 2 | 80 | 3 | 5 | 6 | 4 | 3 | 1 | 3 | 1 |
25 |
No
|
Travel_Rarely
| 604 |
Software
| 1 | 3 |
Life Sciences
| 1 | 2,188 | 2 |
Female
| 168 | 4 | 4 |
Manager
| 1 |
Single
| 25,686 | 359,604 | 6 |
Y
|
Yes
| 1 | 1 | 3 | 80 | 2 | 1 | 3 | 2 | 1 | 1 | 1 | 1 |
37 |
No
|
Travel_Rarely
| 1,484 |
Support
| 33 | 5 |
Life Sciences
| 1 | 2,189 | 4 |
Female
| 138 | 4 | 4 |
Sales Representative
| 2 |
Married
| 2,764 | 44,224 | 8 |
Y
|
Yes
| 48 | 1 | 4 | 80 | 3 | 32 | 6 | 1 | 24 | 8 | 11 | 9 |
49 |
Yes
|
Travel_Rarely
| 725 |
Support
| 20 | 3 |
Other
| 1 | 2,190 | 2 |
Female
| 87 | 4 | 2 |
Sales Executive
| 3 |
Single
| 21,605 | 540,125 | 4 |
Y
|
No
| 14 | 3 | 3 | 80 | 4 | 36 | 4 | 4 | 31 | 29 | 28 | 17 |
26 |
Yes
|
Non-Travel
| 825 |
Human Resources
| 21 | 5 |
Life Sciences
| 1 | 2,191 | 3 |
Male
| 147 | 3 | 3 |
Laboratory Technician
| 3 |
Single
| 16,718 | 334,360 | 5 |
Y
|
No
| 2 | 2 | 2 | 80 | 1 | 38 | 3 | 4 | 5 | 1 | 4 | 3 |
20 |
Yes
|
Non-Travel
| 628 |
Human Resources
| 25 | 1 |
Life Sciences
| 1 | 2,192 | 1 |
Male
| 95 | 2 | 3 |
Developer
| 2 |
Divorced
| 22,423 | 627,844 | 2 |
Y
|
Yes
| 32 | 4 | 3 | 80 | 1 | 27 | 4 | 2 | 19 | 10 | 15 | 7 |
60 |
Yes
|
Non-Travel
| 424 |
Support
| 1 | 4 |
Technical Degree
| 1 | 2,193 | 2 |
Male
| 166 | 1 | 3 |
Research Director
| 1 |
Married
| 43,344 | 1,256,976 | 6 |
Y
|
Yes
| 39 | 2 | 2 | 80 | 1 | 7 | 5 | 3 | 4 | 1 | 1 | 2 |
38 |
Yes
|
Travel_Rarely
| 268 |
Sales
| 4 | 3 |
Other
| 1 | 2,194 | 3 |
Female
| 144 | 3 | 5 |
Healthcare Representative
| 2 |
Married
| 36,212 | 362,120 | 5 |
Y
|
Yes
| 6 | 4 | 1 | 80 | 4 | 9 | 5 | 1 | 4 | 4 | 2 | 3 |
58 |
Yes
|
Travel_Frequently
| 882 |
Software
| 17 | 5 |
Medical
| 1 | 2,195 | 1 |
Male
| 74 | 4 | 2 |
Healthcare Representative
| 4 |
Divorced
| 37,779 | 906,696 | 5 |
Y
|
Yes
| 40 | 2 | 4 | 80 | 2 | 20 | 2 | 2 | 1 | 1 | 1 | 1 |
19 |
No
|
Non-Travel
| 633 |
Hardware
| 10 | 1 |
Medical
| 1 | 2,196 | 4 |
Female
| 44 | 4 | 3 |
Healthcare Representative
| 4 |
Divorced
| 49,620 | 595,440 | 2 |
Y
|
Yes
| 17 | 2 | 1 | 80 | 1 | 7 | 2 | 1 | 6 | 2 | 6 | 3 |
50 |
Yes
|
Travel_Frequently
| 599 |
Sales
| 10 | 2 |
Marketing
| 1 | 2,197 | 2 |
Female
| 66 | 4 | 1 |
Research Director
| 3 |
Married
| 46,549 | 744,784 | 4 |
Y
|
No
| 6 | 1 | 4 | 80 | 3 | 37 | 6 | 2 | 5 | 5 | 4 | 2 |
44 |
Yes
|
Non-Travel
| 168 |
Hardware
| 6 | 1 |
Medical
| 1 | 2,198 | 3 |
Female
| 71 | 3 | 1 |
Manufacturing Director
| 1 |
Divorced
| 46,309 | 463,090 | 5 |
Y
|
Yes
| 15 | 1 | 4 | 80 | 4 | 23 | 1 | 1 | 23 | 14 | 21 | 18 |
22 |
Yes
|
Travel_Rarely
| 380 |
Research & Development
| 49 | 5 |
Other
| 1 | 2,199 | 3 |
Male
| 84 | 4 | 1 |
Manufacturing Director
| 4 |
Single
| 2,458 | 34,412 | 7 |
Y
|
No
| 34 | 1 | 3 | 80 | 4 | 37 | 2 | 2 | 14 | 10 | 13 | 4 |
46 |
No
|
Travel_Rarely
| 981 |
Sales
| 16 | 1 |
Marketing
| 1 | 2,200 | 1 |
Male
| 185 | 1 | 2 |
Research Director
| 1 |
Married
| 13,864 | 194,096 | 0 |
Y
|
Yes
| 30 | 1 | 1 | 80 | 4 | 24 | 6 | 3 | 4 | 4 | 3 | 2 |
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