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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
18 |
Yes
|
Non-Travel
| 799 |
Support
| 16 | 4 |
Other
| 1 | 1,701 | 2 |
Female
| 162 | 1 | 2 |
Research Scientist
| 3 |
Married
| 43,064 | 645,960 | 3 |
Y
|
No
| 0 | 3 | 3 | 80 | 2 | 4 | 1 | 3 | 4 | 1 | 1 | 4 |
55 |
Yes
|
Travel_Frequently
| 1,442 |
Support
| 22 | 3 |
Marketing
| 1 | 1,702 | 4 |
Male
| 45 | 1 | 3 |
Research Director
| 2 |
Single
| 50,517 | 808,272 | 5 |
Y
|
Yes
| 22 | 1 | 3 | 80 | 4 | 7 | 1 | 3 | 2 | 2 | 2 | 2 |
36 |
Yes
|
Travel_Frequently
| 1,296 |
Hardware
| 46 | 1 |
Technical Degree
| 1 | 1,703 | 1 |
Male
| 123 | 4 | 5 |
Healthcare Representative
| 3 |
Single
| 21,134 | 42,268 | 8 |
Y
|
No
| 0 | 3 | 4 | 80 | 3 | 4 | 5 | 2 | 3 | 1 | 2 | 3 |
58 |
Yes
|
Non-Travel
| 1,189 |
Sales
| 3 | 4 |
Human Resources
| 1 | 1,704 | 1 |
Female
| 69 | 1 | 5 |
Healthcare Representative
| 3 |
Single
| 16,137 | 387,288 | 5 |
Y
|
No
| 38 | 3 | 2 | 80 | 3 | 27 | 5 | 4 | 8 | 3 | 6 | 8 |
60 |
Yes
|
Non-Travel
| 977 |
Research & Development
| 27 | 3 |
Life Sciences
| 1 | 1,705 | 4 |
Male
| 107 | 4 | 4 |
Developer
| 4 |
Married
| 24,865 | 422,705 | 0 |
Y
|
No
| 16 | 2 | 1 | 80 | 2 | 39 | 2 | 3 | 7 | 6 | 7 | 6 |
44 |
Yes
|
Non-Travel
| 549 |
Human Resources
| 35 | 2 |
Human Resources
| 1 | 1,706 | 2 |
Female
| 67 | 3 | 2 |
Manufacturing Director
| 1 |
Single
| 30,696 | 399,048 | 6 |
Y
|
No
| 31 | 1 | 4 | 80 | 3 | 5 | 2 | 2 | 4 | 3 | 1 | 2 |
44 |
No
|
Non-Travel
| 1,330 |
Sales
| 12 | 5 |
Technical Degree
| 1 | 1,707 | 3 |
Male
| 108 | 2 | 4 |
Manager
| 4 |
Married
| 34,872 | 592,824 | 1 |
Y
|
No
| 44 | 1 | 2 | 80 | 4 | 26 | 2 | 4 | 6 | 3 | 1 | 5 |
53 |
No
|
Non-Travel
| 693 |
Support
| 1 | 2 |
Life Sciences
| 1 | 1,708 | 1 |
Female
| 75 | 1 | 4 |
Human Resources
| 3 |
Married
| 29,124 | 436,860 | 7 |
Y
|
Yes
| 40 | 4 | 1 | 80 | 4 | 12 | 1 | 1 | 10 | 9 | 1 | 8 |
43 |
No
|
Non-Travel
| 1,002 |
Hardware
| 46 | 3 |
Medical
| 1 | 1,709 | 4 |
Female
| 63 | 4 | 2 |
Human Resources
| 2 |
Single
| 40,440 | 727,920 | 6 |
Y
|
No
| 46 | 2 | 1 | 80 | 1 | 13 | 4 | 1 | 7 | 2 | 5 | 7 |
31 |
No
|
Non-Travel
| 1,285 |
Hardware
| 35 | 3 |
Medical
| 1 | 1,710 | 4 |
Male
| 195 | 3 | 3 |
Laboratory Technician
| 4 |
Single
| 50,098 | 1,152,254 | 7 |
Y
|
No
| 23 | 3 | 4 | 80 | 3 | 24 | 6 | 1 | 24 | 8 | 6 | 19 |
47 |
Yes
|
Travel_Rarely
| 112 |
Sales
| 4 | 1 |
Medical
| 1 | 1,711 | 2 |
Female
| 175 | 4 | 4 |
Human Resources
| 2 |
Single
| 27,390 | 438,240 | 2 |
Y
|
No
| 16 | 4 | 4 | 80 | 2 | 4 | 6 | 2 | 4 | 1 | 3 | 1 |
36 |
Yes
|
Travel_Rarely
| 706 |
Support
| 37 | 5 |
Life Sciences
| 1 | 1,712 | 3 |
Female
| 135 | 1 | 5 |
Human Resources
| 2 |
Married
| 45,302 | 588,926 | 0 |
Y
|
Yes
| 2 | 4 | 4 | 80 | 1 | 10 | 6 | 1 | 3 | 1 | 1 | 1 |
25 |
No
|
Non-Travel
| 1,498 |
Sales
| 42 | 5 |
Other
| 1 | 1,713 | 1 |
Female
| 157 | 4 | 3 |
Manufacturing Director
| 2 |
Divorced
| 17,704 | 336,376 | 3 |
Y
|
Yes
| 39 | 3 | 3 | 80 | 3 | 24 | 4 | 4 | 23 | 5 | 13 | 4 |
18 |
Yes
|
Travel_Rarely
| 1,271 |
Software
| 3 | 5 |
Marketing
| 1 | 1,714 | 4 |
Female
| 164 | 3 | 3 |
Research Scientist
| 2 |
Divorced
| 13,089 | 301,047 | 1 |
Y
|
Yes
| 41 | 3 | 2 | 80 | 3 | 5 | 5 | 1 | 2 | 1 | 1 | 2 |
35 |
Yes
|
Travel_Frequently
| 245 |
Support
| 28 | 2 |
Medical
| 1 | 1,715 | 2 |
Male
| 87 | 2 | 1 |
Sales Representative
| 4 |
Single
| 9,342 | 168,156 | 0 |
Y
|
Yes
| 18 | 1 | 3 | 80 | 4 | 37 | 4 | 4 | 20 | 20 | 8 | 3 |
58 |
No
|
Non-Travel
| 844 |
Hardware
| 30 | 2 |
Technical Degree
| 1 | 1,716 | 3 |
Female
| 75 | 1 | 1 |
Research Director
| 1 |
Divorced
| 23,752 | 712,560 | 2 |
Y
|
No
| 45 | 3 | 3 | 80 | 3 | 16 | 5 | 3 | 5 | 2 | 4 | 4 |
45 |
Yes
|
Travel_Frequently
| 874 |
Human Resources
| 22 | 4 |
Other
| 1 | 1,717 | 1 |
Male
| 131 | 4 | 4 |
Developer
| 2 |
Divorced
| 27,197 | 81,591 | 5 |
Y
|
No
| 47 | 3 | 3 | 80 | 1 | 28 | 6 | 2 | 8 | 5 | 7 | 4 |
56 |
No
|
Non-Travel
| 209 |
Support
| 36 | 2 |
Human Resources
| 1 | 1,718 | 1 |
Female
| 147 | 3 | 5 |
Manufacturing Director
| 4 |
Married
| 16,078 | 48,234 | 4 |
Y
|
Yes
| 30 | 2 | 2 | 80 | 4 | 35 | 5 | 1 | 5 | 3 | 3 | 5 |
20 |
No
|
Travel_Rarely
| 1,017 |
Software
| 24 | 4 |
Life Sciences
| 1 | 1,719 | 4 |
Male
| 194 | 4 | 1 |
Human Resources
| 3 |
Single
| 8,617 | 51,702 | 3 |
Y
|
No
| 45 | 2 | 1 | 80 | 4 | 13 | 4 | 3 | 3 | 2 | 2 | 3 |
22 |
No
|
Travel_Rarely
| 1,305 |
Research & Development
| 39 | 4 |
Life Sciences
| 1 | 1,720 | 2 |
Male
| 117 | 1 | 1 |
Research Scientist
| 1 |
Divorced
| 7,388 | 125,596 | 5 |
Y
|
Yes
| 35 | 4 | 3 | 80 | 1 | 30 | 3 | 3 | 25 | 11 | 24 | 22 |
18 |
No
|
Travel_Rarely
| 1,259 |
Hardware
| 39 | 1 |
Life Sciences
| 1 | 1,721 | 4 |
Male
| 101 | 4 | 5 |
Manufacturing Director
| 4 |
Married
| 9,432 | 75,456 | 4 |
Y
|
No
| 39 | 1 | 2 | 80 | 4 | 7 | 6 | 4 | 2 | 2 | 1 | 2 |
20 |
Yes
|
Travel_Rarely
| 1,173 |
Hardware
| 15 | 3 |
Human Resources
| 1 | 1,722 | 2 |
Female
| 42 | 2 | 3 |
Manufacturing Director
| 1 |
Divorced
| 21,731 | 260,772 | 3 |
Y
|
No
| 5 | 3 | 2 | 80 | 1 | 26 | 6 | 2 | 20 | 18 | 15 | 13 |
43 |
No
|
Non-Travel
| 297 |
Hardware
| 24 | 5 |
Human Resources
| 1 | 1,723 | 2 |
Female
| 77 | 4 | 4 |
Healthcare Representative
| 2 |
Married
| 28,935 | 260,415 | 6 |
Y
|
Yes
| 38 | 2 | 1 | 80 | 4 | 39 | 3 | 4 | 19 | 13 | 5 | 9 |
58 |
No
|
Non-Travel
| 833 |
Sales
| 3 | 3 |
Medical
| 1 | 1,724 | 1 |
Female
| 191 | 2 | 4 |
Developer
| 3 |
Married
| 3,436 | 65,284 | 6 |
Y
|
No
| 43 | 2 | 1 | 80 | 3 | 28 | 4 | 4 | 16 | 11 | 4 | 5 |
26 |
No
|
Non-Travel
| 767 |
Sales
| 6 | 5 |
Technical Degree
| 1 | 1,725 | 3 |
Male
| 161 | 3 | 5 |
Human Resources
| 4 |
Single
| 14,736 | 368,400 | 0 |
Y
|
Yes
| 28 | 3 | 1 | 80 | 3 | 13 | 2 | 1 | 11 | 2 | 5 | 10 |
59 |
Yes
|
Non-Travel
| 1,044 |
Hardware
| 33 | 5 |
Technical Degree
| 1 | 1,726 | 1 |
Male
| 173 | 1 | 5 |
Developer
| 2 |
Single
| 45,696 | 274,176 | 1 |
Y
|
Yes
| 20 | 4 | 3 | 80 | 3 | 1 | 1 | 4 | 1 | 1 | 1 | 1 |
25 |
No
|
Travel_Rarely
| 997 |
Software
| 34 | 5 |
Life Sciences
| 1 | 1,727 | 2 |
Female
| 135 | 1 | 4 |
Human Resources
| 1 |
Single
| 20,941 | 62,823 | 1 |
Y
|
Yes
| 34 | 3 | 4 | 80 | 3 | 34 | 1 | 4 | 4 | 3 | 2 | 4 |
42 |
Yes
|
Travel_Frequently
| 636 |
Human Resources
| 4 | 1 |
Life Sciences
| 1 | 1,728 | 3 |
Male
| 147 | 2 | 2 |
Human Resources
| 3 |
Married
| 26,393 | 184,751 | 6 |
Y
|
Yes
| 31 | 1 | 3 | 80 | 1 | 12 | 1 | 4 | 5 | 3 | 5 | 3 |
59 |
No
|
Non-Travel
| 139 |
Hardware
| 30 | 5 |
Marketing
| 1 | 1,729 | 3 |
Male
| 197 | 4 | 3 |
Sales Representative
| 3 |
Divorced
| 5,593 | 111,860 | 2 |
Y
|
No
| 13 | 2 | 4 | 80 | 4 | 37 | 3 | 1 | 19 | 18 | 4 | 11 |
46 |
Yes
|
Travel_Frequently
| 907 |
Support
| 32 | 2 |
Other
| 1 | 1,730 | 2 |
Male
| 160 | 2 | 3 |
Human Resources
| 3 |
Divorced
| 5,817 | 145,425 | 2 |
Y
|
Yes
| 8 | 1 | 4 | 80 | 2 | 38 | 5 | 3 | 11 | 1 | 9 | 8 |
46 |
No
|
Travel_Frequently
| 1,064 |
Software
| 14 | 3 |
Technical Degree
| 1 | 1,731 | 2 |
Male
| 141 | 4 | 2 |
Manufacturing Director
| 2 |
Single
| 15,796 | 410,696 | 1 |
Y
|
Yes
| 47 | 1 | 4 | 80 | 1 | 20 | 2 | 4 | 18 | 11 | 12 | 17 |
28 |
No
|
Non-Travel
| 248 |
Support
| 36 | 1 |
Life Sciences
| 1 | 1,732 | 2 |
Male
| 179 | 4 | 3 |
Developer
| 3 |
Divorced
| 3,503 | 73,563 | 6 |
Y
|
No
| 45 | 4 | 3 | 80 | 1 | 34 | 6 | 2 | 2 | 2 | 1 | 1 |
33 |
No
|
Travel_Rarely
| 1,314 |
Hardware
| 2 | 2 |
Marketing
| 1 | 1,733 | 2 |
Male
| 85 | 2 | 1 |
Manufacturing Director
| 2 |
Married
| 21,489 | 107,445 | 2 |
Y
|
Yes
| 30 | 3 | 3 | 80 | 4 | 36 | 1 | 1 | 12 | 10 | 10 | 4 |
54 |
Yes
|
Travel_Frequently
| 1,390 |
Research & Development
| 7 | 5 |
Life Sciences
| 1 | 1,734 | 3 |
Male
| 43 | 3 | 3 |
Sales Representative
| 1 |
Divorced
| 33,852 | 846,300 | 7 |
Y
|
Yes
| 30 | 2 | 3 | 80 | 4 | 17 | 2 | 1 | 16 | 1 | 16 | 10 |
48 |
Yes
|
Travel_Rarely
| 645 |
Sales
| 28 | 2 |
Life Sciences
| 1 | 1,735 | 4 |
Male
| 63 | 3 | 2 |
Human Resources
| 1 |
Divorced
| 21,273 | 234,003 | 0 |
Y
|
Yes
| 42 | 4 | 3 | 80 | 1 | 14 | 5 | 4 | 12 | 1 | 4 | 1 |
52 |
Yes
|
Travel_Rarely
| 748 |
Software
| 39 | 2 |
Marketing
| 1 | 1,736 | 3 |
Male
| 94 | 3 | 4 |
Manufacturing Director
| 4 |
Divorced
| 42,722 | 640,830 | 5 |
Y
|
No
| 15 | 1 | 1 | 80 | 2 | 34 | 5 | 3 | 2 | 1 | 1 | 2 |
28 |
Yes
|
Travel_Frequently
| 755 |
Support
| 5 | 2 |
Human Resources
| 1 | 1,737 | 1 |
Male
| 108 | 2 | 3 |
Sales Executive
| 1 |
Single
| 6,258 | 62,580 | 7 |
Y
|
Yes
| 18 | 3 | 1 | 80 | 1 | 19 | 3 | 3 | 14 | 12 | 3 | 12 |
36 |
Yes
|
Travel_Rarely
| 1,150 |
Software
| 20 | 3 |
Technical Degree
| 1 | 1,738 | 1 |
Female
| 92 | 3 | 5 |
Manufacturing Director
| 2 |
Divorced
| 49,696 | 695,744 | 8 |
Y
|
Yes
| 33 | 2 | 3 | 80 | 1 | 21 | 6 | 3 | 7 | 3 | 4 | 1 |
53 |
No
|
Non-Travel
| 1,183 |
Hardware
| 9 | 5 |
Other
| 1 | 1,739 | 1 |
Male
| 70 | 2 | 3 |
Laboratory Technician
| 2 |
Married
| 30,350 | 151,750 | 2 |
Y
|
Yes
| 40 | 3 | 3 | 80 | 3 | 19 | 4 | 2 | 12 | 6 | 4 | 3 |
28 |
Yes
|
Travel_Rarely
| 1,323 |
Hardware
| 47 | 4 |
Life Sciences
| 1 | 1,740 | 3 |
Female
| 169 | 3 | 3 |
Healthcare Representative
| 2 |
Single
| 13,187 | 171,431 | 1 |
Y
|
No
| 29 | 4 | 1 | 80 | 2 | 2 | 6 | 4 | 2 | 2 | 1 | 1 |
60 |
Yes
|
Travel_Rarely
| 1,333 |
Support
| 29 | 2 |
Medical
| 1 | 1,741 | 1 |
Male
| 45 | 3 | 5 |
Human Resources
| 1 |
Single
| 47,921 | 814,657 | 4 |
Y
|
Yes
| 42 | 1 | 3 | 80 | 3 | 13 | 1 | 1 | 11 | 5 | 8 | 6 |
29 |
Yes
|
Non-Travel
| 1,320 |
Research & Development
| 29 | 2 |
Other
| 1 | 1,742 | 2 |
Female
| 139 | 4 | 5 |
Sales Representative
| 1 |
Married
| 48,097 | 721,455 | 7 |
Y
|
Yes
| 31 | 2 | 1 | 80 | 4 | 22 | 3 | 4 | 8 | 2 | 7 | 7 |
55 |
No
|
Non-Travel
| 669 |
Software
| 31 | 1 |
Technical Degree
| 1 | 1,743 | 3 |
Male
| 69 | 4 | 1 |
Manufacturing Director
| 1 |
Single
| 42,303 | 676,848 | 6 |
Y
|
Yes
| 17 | 1 | 1 | 80 | 1 | 17 | 2 | 2 | 3 | 3 | 3 | 2 |
43 |
No
|
Travel_Rarely
| 384 |
Human Resources
| 43 | 4 |
Technical Degree
| 1 | 1,744 | 3 |
Female
| 159 | 1 | 4 |
Healthcare Representative
| 3 |
Single
| 38,187 | 1,145,610 | 8 |
Y
|
No
| 11 | 2 | 3 | 80 | 2 | 31 | 5 | 4 | 18 | 14 | 10 | 14 |
42 |
Yes
|
Travel_Frequently
| 750 |
Sales
| 7 | 2 |
Human Resources
| 1 | 1,745 | 1 |
Female
| 183 | 2 | 2 |
Research Director
| 3 |
Divorced
| 31,033 | 496,528 | 5 |
Y
|
Yes
| 41 | 4 | 2 | 80 | 3 | 12 | 1 | 3 | 12 | 9 | 8 | 2 |
23 |
Yes
|
Travel_Frequently
| 496 |
Software
| 27 | 4 |
Other
| 1 | 1,746 | 4 |
Female
| 153 | 1 | 2 |
Research Director
| 1 |
Single
| 47,876 | 287,256 | 3 |
Y
|
Yes
| 35 | 3 | 3 | 80 | 2 | 23 | 4 | 4 | 12 | 10 | 2 | 6 |
44 |
No
|
Travel_Frequently
| 451 |
Human Resources
| 45 | 2 |
Marketing
| 1 | 1,747 | 4 |
Male
| 146 | 3 | 3 |
Sales Representative
| 2 |
Single
| 46,302 | 370,416 | 2 |
Y
|
Yes
| 36 | 1 | 3 | 80 | 4 | 22 | 6 | 3 | 10 | 8 | 8 | 9 |
60 |
No
|
Non-Travel
| 1,236 |
Support
| 31 | 1 |
Other
| 1 | 1,748 | 4 |
Male
| 70 | 3 | 5 |
Manufacturing Director
| 2 |
Single
| 50,628 | 253,140 | 3 |
Y
|
Yes
| 14 | 3 | 2 | 80 | 4 | 23 | 2 | 2 | 6 | 4 | 4 | 6 |
58 |
No
|
Travel_Frequently
| 1,325 |
Support
| 50 | 3 |
Other
| 1 | 1,749 | 2 |
Female
| 148 | 3 | 4 |
Healthcare Representative
| 3 |
Married
| 1,527 | 6,108 | 0 |
Y
|
No
| 21 | 4 | 3 | 80 | 3 | 4 | 2 | 2 | 2 | 2 | 1 | 1 |
58 |
Yes
|
Non-Travel
| 1,280 |
Support
| 44 | 3 |
Human Resources
| 1 | 1,750 | 3 |
Female
| 174 | 1 | 4 |
Research Director
| 1 |
Married
| 3,643 | 83,789 | 6 |
Y
|
No
| 5 | 2 | 4 | 80 | 1 | 7 | 3 | 1 | 5 | 2 | 1 | 1 |
53 |
No
|
Non-Travel
| 1,182 |
Sales
| 30 | 2 |
Human Resources
| 1 | 1,751 | 2 |
Female
| 181 | 1 | 1 |
Manufacturing Director
| 4 |
Divorced
| 17,502 | 52,506 | 2 |
Y
|
Yes
| 21 | 4 | 2 | 80 | 3 | 10 | 5 | 3 | 8 | 7 | 4 | 1 |
20 |
Yes
|
Travel_Frequently
| 1,286 |
Sales
| 23 | 3 |
Marketing
| 1 | 1,752 | 1 |
Male
| 108 | 4 | 1 |
Manufacturing Director
| 4 |
Married
| 11,006 | 99,054 | 5 |
Y
|
No
| 26 | 1 | 2 | 80 | 4 | 6 | 2 | 2 | 1 | 1 | 1 | 1 |
39 |
Yes
|
Non-Travel
| 509 |
Support
| 10 | 5 |
Human Resources
| 1 | 1,753 | 4 |
Male
| 177 | 1 | 5 |
Sales Executive
| 2 |
Divorced
| 44,054 | 1,277,566 | 1 |
Y
|
No
| 27 | 2 | 1 | 80 | 2 | 13 | 2 | 1 | 10 | 3 | 7 | 1 |
29 |
Yes
|
Travel_Frequently
| 366 |
Sales
| 11 | 2 |
Technical Degree
| 1 | 1,754 | 3 |
Female
| 115 | 2 | 5 |
Healthcare Representative
| 1 |
Divorced
| 30,019 | 660,418 | 8 |
Y
|
No
| 15 | 1 | 3 | 80 | 3 | 18 | 1 | 3 | 15 | 10 | 12 | 6 |
31 |
Yes
|
Travel_Frequently
| 524 |
Support
| 4 | 3 |
Medical
| 1 | 1,755 | 1 |
Male
| 35 | 1 | 3 |
Developer
| 3 |
Married
| 25,640 | 743,560 | 2 |
Y
|
No
| 8 | 3 | 4 | 80 | 4 | 30 | 6 | 3 | 1 | 1 | 1 | 1 |
42 |
Yes
|
Non-Travel
| 1,214 |
Human Resources
| 31 | 1 |
Marketing
| 1 | 1,756 | 2 |
Male
| 167 | 3 | 3 |
Sales Executive
| 2 |
Single
| 37,872 | 189,360 | 3 |
Y
|
Yes
| 36 | 3 | 2 | 80 | 2 | 12 | 4 | 3 | 11 | 8 | 10 | 9 |
54 |
Yes
|
Travel_Frequently
| 1,378 |
Human Resources
| 42 | 1 |
Other
| 1 | 1,757 | 3 |
Female
| 32 | 2 | 5 |
Human Resources
| 3 |
Divorced
| 21,832 | 633,128 | 0 |
Y
|
Yes
| 18 | 1 | 3 | 80 | 4 | 35 | 2 | 1 | 12 | 9 | 10 | 10 |
19 |
No
|
Travel_Rarely
| 1,387 |
Software
| 39 | 1 |
Human Resources
| 1 | 1,758 | 3 |
Male
| 129 | 4 | 2 |
Manufacturing Director
| 3 |
Married
| 38,355 | 997,230 | 3 |
Y
|
Yes
| 20 | 3 | 4 | 80 | 4 | 7 | 4 | 4 | 1 | 1 | 1 | 1 |
32 |
Yes
|
Non-Travel
| 1,006 |
Research & Development
| 47 | 2 |
Other
| 1 | 1,759 | 3 |
Male
| 109 | 3 | 4 |
Developer
| 3 |
Divorced
| 6,124 | 183,720 | 4 |
Y
|
Yes
| 2 | 1 | 2 | 80 | 3 | 40 | 1 | 2 | 25 | 5 | 6 | 6 |
25 |
Yes
|
Non-Travel
| 490 |
Software
| 28 | 1 |
Medical
| 1 | 1,760 | 4 |
Male
| 40 | 2 | 2 |
Developer
| 1 |
Divorced
| 50,802 | 812,832 | 5 |
Y
|
Yes
| 19 | 3 | 4 | 80 | 3 | 19 | 4 | 4 | 15 | 11 | 14 | 3 |
59 |
No
|
Travel_Rarely
| 1,049 |
Software
| 40 | 2 |
Marketing
| 1 | 1,761 | 2 |
Female
| 187 | 1 | 3 |
Sales Executive
| 3 |
Single
| 28,987 | 86,961 | 4 |
Y
|
No
| 4 | 2 | 4 | 80 | 3 | 13 | 6 | 1 | 10 | 1 | 3 | 1 |
42 |
Yes
|
Travel_Rarely
| 1,500 |
Sales
| 8 | 1 |
Other
| 1 | 1,762 | 4 |
Female
| 149 | 3 | 3 |
Research Scientist
| 4 |
Divorced
| 35,946 | 143,784 | 7 |
Y
|
No
| 0 | 4 | 4 | 80 | 2 | 12 | 4 | 4 | 3 | 2 | 2 | 3 |
35 |
No
|
Travel_Rarely
| 1,420 |
Hardware
| 41 | 3 |
Life Sciences
| 1 | 1,763 | 4 |
Female
| 70 | 3 | 1 |
Laboratory Technician
| 1 |
Single
| 43,632 | 305,424 | 8 |
Y
|
Yes
| 1 | 4 | 2 | 80 | 1 | 32 | 5 | 3 | 30 | 8 | 9 | 13 |
45 |
No
|
Travel_Rarely
| 232 |
Sales
| 18 | 1 |
Marketing
| 1 | 1,764 | 3 |
Male
| 184 | 3 | 1 |
Human Resources
| 2 |
Single
| 25,869 | 594,987 | 2 |
Y
|
Yes
| 23 | 4 | 2 | 80 | 4 | 7 | 4 | 3 | 5 | 4 | 1 | 2 |
34 |
No
|
Travel_Rarely
| 463 |
Human Resources
| 24 | 1 |
Human Resources
| 1 | 1,765 | 2 |
Female
| 148 | 2 | 4 |
Sales Executive
| 3 |
Divorced
| 5,395 | 118,690 | 6 |
Y
|
Yes
| 4 | 4 | 4 | 80 | 1 | 37 | 4 | 4 | 30 | 9 | 18 | 8 |
47 |
No
|
Travel_Rarely
| 728 |
Sales
| 20 | 4 |
Medical
| 1 | 1,766 | 1 |
Female
| 170 | 1 | 1 |
Human Resources
| 1 |
Divorced
| 37,755 | 151,020 | 2 |
Y
|
No
| 3 | 1 | 1 | 80 | 4 | 30 | 4 | 2 | 3 | 3 | 3 | 3 |
21 |
No
|
Travel_Frequently
| 1,176 |
Research & Development
| 15 | 4 |
Marketing
| 1 | 1,767 | 4 |
Male
| 187 | 3 | 4 |
Laboratory Technician
| 2 |
Single
| 18,202 | 72,808 | 0 |
Y
|
Yes
| 24 | 4 | 1 | 80 | 4 | 13 | 5 | 3 | 11 | 4 | 1 | 5 |
25 |
No
|
Travel_Frequently
| 833 |
Hardware
| 19 | 2 |
Medical
| 1 | 1,768 | 4 |
Male
| 135 | 2 | 4 |
Sales Representative
| 3 |
Divorced
| 13,607 | 340,175 | 8 |
Y
|
No
| 29 | 3 | 2 | 80 | 2 | 1 | 1 | 3 | 1 | 1 | 1 | 1 |
53 |
Yes
|
Non-Travel
| 518 |
Software
| 3 | 1 |
Human Resources
| 1 | 1,769 | 2 |
Female
| 59 | 4 | 1 |
Research Director
| 1 |
Married
| 14,031 | 322,713 | 7 |
Y
|
Yes
| 6 | 4 | 2 | 80 | 4 | 19 | 2 | 3 | 3 | 1 | 3 | 3 |
35 |
No
|
Travel_Frequently
| 457 |
Research & Development
| 14 | 2 |
Technical Degree
| 1 | 1,770 | 2 |
Female
| 53 | 2 | 3 |
Sales Executive
| 2 |
Single
| 40,631 | 568,834 | 5 |
Y
|
Yes
| 13 | 1 | 3 | 80 | 1 | 15 | 4 | 2 | 6 | 1 | 2 | 6 |
28 |
Yes
|
Travel_Rarely
| 810 |
Support
| 9 | 4 |
Marketing
| 1 | 1,771 | 2 |
Male
| 136 | 3 | 2 |
Research Scientist
| 1 |
Divorced
| 13,828 | 318,044 | 6 |
Y
|
No
| 13 | 4 | 3 | 80 | 1 | 28 | 6 | 1 | 21 | 2 | 7 | 3 |
60 |
No
|
Non-Travel
| 1,313 |
Support
| 13 | 2 |
Other
| 1 | 1,772 | 2 |
Female
| 47 | 4 | 3 |
Research Director
| 2 |
Married
| 19,480 | 155,840 | 8 |
Y
|
Yes
| 18 | 4 | 4 | 80 | 2 | 28 | 3 | 2 | 8 | 4 | 8 | 7 |
58 |
Yes
|
Non-Travel
| 1,337 |
Research & Development
| 33 | 5 |
Medical
| 1 | 1,773 | 3 |
Female
| 139 | 3 | 5 |
Human Resources
| 2 |
Married
| 30,805 | 277,245 | 3 |
Y
|
No
| 46 | 4 | 4 | 80 | 3 | 28 | 4 | 3 | 28 | 11 | 24 | 11 |
37 |
No
|
Travel_Frequently
| 866 |
Sales
| 41 | 3 |
Technical Degree
| 1 | 1,774 | 4 |
Female
| 51 | 4 | 1 |
Research Director
| 2 |
Divorced
| 10,024 | 190,456 | 7 |
Y
|
No
| 17 | 3 | 4 | 80 | 3 | 6 | 1 | 4 | 5 | 3 | 4 | 2 |
33 |
No
|
Non-Travel
| 1,434 |
Research & Development
| 49 | 4 |
Life Sciences
| 1 | 1,775 | 1 |
Male
| 86 | 3 | 4 |
Laboratory Technician
| 1 |
Divorced
| 39,552 | 988,800 | 3 |
Y
|
Yes
| 38 | 3 | 1 | 80 | 1 | 38 | 2 | 3 | 28 | 17 | 17 | 28 |
26 |
No
|
Travel_Frequently
| 445 |
Human Resources
| 47 | 5 |
Marketing
| 1 | 1,776 | 2 |
Female
| 48 | 3 | 5 |
Sales Executive
| 2 |
Married
| 46,856 | 1,218,256 | 2 |
Y
|
No
| 48 | 2 | 1 | 80 | 4 | 16 | 3 | 1 | 13 | 4 | 8 | 11 |
32 |
Yes
|
Non-Travel
| 503 |
Human Resources
| 8 | 5 |
Marketing
| 1 | 1,777 | 3 |
Male
| 153 | 1 | 3 |
Research Director
| 2 |
Married
| 46,914 | 750,624 | 6 |
Y
|
No
| 48 | 1 | 3 | 80 | 3 | 32 | 3 | 3 | 5 | 2 | 2 | 4 |
35 |
No
|
Travel_Frequently
| 124 |
Support
| 6 | 3 |
Life Sciences
| 1 | 1,778 | 2 |
Female
| 195 | 1 | 3 |
Sales Representative
| 3 |
Divorced
| 29,207 | 87,621 | 3 |
Y
|
No
| 49 | 3 | 1 | 80 | 4 | 27 | 5 | 1 | 16 | 11 | 15 | 12 |
33 |
No
|
Travel_Rarely
| 332 |
Support
| 33 | 2 |
Human Resources
| 1 | 1,779 | 4 |
Female
| 99 | 4 | 5 |
Sales Executive
| 1 |
Single
| 13,059 | 169,767 | 2 |
Y
|
Yes
| 18 | 1 | 3 | 80 | 1 | 8 | 4 | 4 | 7 | 5 | 3 | 6 |
57 |
No
|
Travel_Rarely
| 1,020 |
Hardware
| 12 | 2 |
Technical Degree
| 1 | 1,780 | 2 |
Male
| 147 | 4 | 3 |
Sales Representative
| 1 |
Divorced
| 2,468 | 7,404 | 4 |
Y
|
No
| 5 | 3 | 2 | 80 | 4 | 19 | 5 | 1 | 4 | 3 | 4 | 1 |
59 |
No
|
Travel_Frequently
| 1,438 |
Research & Development
| 45 | 4 |
Human Resources
| 1 | 1,781 | 3 |
Male
| 122 | 2 | 1 |
Sales Representative
| 4 |
Married
| 33,681 | 943,068 | 3 |
Y
|
Yes
| 28 | 2 | 1 | 80 | 3 | 10 | 3 | 3 | 4 | 1 | 3 | 4 |
54 |
Yes
|
Travel_Rarely
| 932 |
Research & Development
| 21 | 4 |
Technical Degree
| 1 | 1,782 | 2 |
Male
| 49 | 4 | 1 |
Sales Representative
| 1 |
Married
| 10,995 | 164,925 | 0 |
Y
|
Yes
| 33 | 2 | 2 | 80 | 3 | 40 | 6 | 2 | 29 | 7 | 19 | 20 |
35 |
No
|
Travel_Rarely
| 929 |
Hardware
| 28 | 3 |
Marketing
| 1 | 1,783 | 2 |
Male
| 103 | 4 | 1 |
Human Resources
| 4 |
Divorced
| 6,771 | 88,023 | 1 |
Y
|
No
| 8 | 4 | 4 | 80 | 1 | 4 | 3 | 2 | 3 | 2 | 1 | 1 |
45 |
Yes
|
Non-Travel
| 456 |
Sales
| 22 | 3 |
Life Sciences
| 1 | 1,784 | 3 |
Female
| 197 | 2 | 5 |
Human Resources
| 4 |
Married
| 14,392 | 115,136 | 0 |
Y
|
No
| 48 | 4 | 1 | 80 | 3 | 4 | 5 | 4 | 4 | 1 | 2 | 1 |
43 |
Yes
|
Non-Travel
| 1,124 |
Software
| 44 | 2 |
Marketing
| 1 | 1,785 | 2 |
Female
| 61 | 4 | 2 |
Research Director
| 4 |
Divorced
| 19,899 | 258,687 | 5 |
Y
|
Yes
| 5 | 2 | 3 | 80 | 3 | 32 | 5 | 3 | 19 | 12 | 19 | 5 |
56 |
Yes
|
Non-Travel
| 608 |
Software
| 18 | 2 |
Medical
| 1 | 1,786 | 2 |
Male
| 58 | 4 | 5 |
Human Resources
| 2 |
Married
| 21,962 | 197,658 | 0 |
Y
|
No
| 1 | 1 | 1 | 80 | 4 | 18 | 6 | 4 | 17 | 14 | 9 | 13 |
22 |
No
|
Non-Travel
| 679 |
Hardware
| 36 | 1 |
Human Resources
| 1 | 1,787 | 4 |
Male
| 64 | 1 | 3 |
Research Scientist
| 1 |
Single
| 6,438 | 167,388 | 4 |
Y
|
No
| 40 | 2 | 3 | 80 | 2 | 15 | 2 | 1 | 10 | 2 | 9 | 8 |
54 |
No
|
Travel_Frequently
| 1,371 |
Hardware
| 13 | 4 |
Technical Degree
| 1 | 1,788 | 3 |
Female
| 54 | 2 | 2 |
Developer
| 3 |
Single
| 12,505 | 187,575 | 6 |
Y
|
Yes
| 36 | 4 | 1 | 80 | 2 | 27 | 3 | 3 | 18 | 3 | 6 | 11 |
44 |
No
|
Non-Travel
| 590 |
Sales
| 4 | 5 |
Life Sciences
| 1 | 1,789 | 2 |
Female
| 87 | 1 | 1 |
Manufacturing Director
| 3 |
Married
| 31,675 | 158,375 | 8 |
Y
|
No
| 30 | 2 | 4 | 80 | 4 | 33 | 1 | 2 | 4 | 2 | 3 | 4 |
55 |
Yes
|
Travel_Rarely
| 1,131 |
Human Resources
| 27 | 4 |
Other
| 1 | 1,790 | 2 |
Female
| 199 | 3 | 5 |
Healthcare Representative
| 2 |
Single
| 19,160 | 287,400 | 0 |
Y
|
No
| 11 | 2 | 3 | 80 | 2 | 38 | 3 | 4 | 36 | 6 | 24 | 25 |
60 |
No
|
Travel_Frequently
| 325 |
Human Resources
| 14 | 4 |
Medical
| 1 | 1,791 | 1 |
Female
| 44 | 1 | 1 |
Research Scientist
| 1 |
Divorced
| 32,236 | 644,720 | 5 |
Y
|
Yes
| 36 | 4 | 4 | 80 | 1 | 39 | 5 | 1 | 21 | 3 | 3 | 20 |
52 |
No
|
Non-Travel
| 1,492 |
Software
| 47 | 3 |
Other
| 1 | 1,792 | 4 |
Female
| 137 | 4 | 4 |
Sales Representative
| 1 |
Married
| 21,464 | 171,712 | 2 |
Y
|
Yes
| 3 | 2 | 1 | 80 | 4 | 35 | 3 | 2 | 2 | 2 | 1 | 1 |
23 |
Yes
|
Travel_Rarely
| 334 |
Hardware
| 3 | 4 |
Marketing
| 1 | 1,793 | 1 |
Female
| 65 | 3 | 2 |
Developer
| 2 |
Married
| 44,776 | 313,432 | 7 |
Y
|
Yes
| 30 | 3 | 3 | 80 | 2 | 32 | 3 | 2 | 7 | 2 | 1 | 6 |
33 |
No
|
Travel_Rarely
| 1,334 |
Sales
| 16 | 2 |
Marketing
| 1 | 1,794 | 1 |
Male
| 38 | 4 | 5 |
Developer
| 1 |
Married
| 49,339 | 1,085,458 | 8 |
Y
|
Yes
| 36 | 1 | 2 | 80 | 4 | 22 | 5 | 4 | 9 | 1 | 5 | 6 |
21 |
No
|
Non-Travel
| 904 |
Hardware
| 13 | 5 |
Human Resources
| 1 | 1,795 | 1 |
Female
| 117 | 2 | 4 |
Healthcare Representative
| 1 |
Married
| 22,358 | 536,592 | 3 |
Y
|
Yes
| 27 | 3 | 3 | 80 | 3 | 1 | 6 | 2 | 1 | 1 | 1 | 1 |
50 |
No
|
Travel_Frequently
| 726 |
Hardware
| 39 | 5 |
Marketing
| 1 | 1,796 | 1 |
Female
| 141 | 3 | 4 |
Sales Executive
| 2 |
Married
| 16,168 | 485,040 | 5 |
Y
|
Yes
| 4 | 4 | 4 | 80 | 1 | 22 | 3 | 4 | 2 | 1 | 2 | 1 |
25 |
Yes
|
Travel_Rarely
| 303 |
Support
| 44 | 2 |
Life Sciences
| 1 | 1,797 | 4 |
Female
| 154 | 3 | 1 |
Healthcare Representative
| 3 |
Married
| 49,470 | 1,434,630 | 4 |
Y
|
No
| 2 | 1 | 4 | 80 | 3 | 10 | 3 | 1 | 8 | 1 | 2 | 4 |
35 |
No
|
Travel_Rarely
| 639 |
Support
| 43 | 2 |
Technical Degree
| 1 | 1,798 | 4 |
Male
| 37 | 2 | 2 |
Developer
| 4 |
Married
| 10,666 | 181,322 | 5 |
Y
|
Yes
| 17 | 4 | 1 | 80 | 1 | 3 | 1 | 2 | 3 | 2 | 1 | 1 |
57 |
Yes
|
Travel_Rarely
| 1,093 |
Support
| 29 | 3 |
Marketing
| 1 | 1,799 | 3 |
Male
| 167 | 3 | 1 |
Human Resources
| 4 |
Single
| 29,108 | 232,864 | 0 |
Y
|
No
| 39 | 2 | 1 | 80 | 4 | 14 | 6 | 2 | 13 | 1 | 2 | 4 |
28 |
No
|
Travel_Frequently
| 173 |
Research & Development
| 36 | 3 |
Medical
| 1 | 1,800 | 3 |
Female
| 186 | 1 | 4 |
Developer
| 1 |
Single
| 39,728 | 79,456 | 7 |
Y
|
No
| 18 | 4 | 2 | 80 | 1 | 14 | 1 | 2 | 11 | 5 | 6 | 9 |
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