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
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
24 |
No
|
Travel_Frequently
| 176 |
Human Resources
| 29 | 4 |
Human Resources
| 1 | 4,001 | 3 |
Female
| 30 | 4 | 1 |
Human Resources
| 1 |
Single
| 7,274 | 7,274 | 7 |
Y
|
Yes
| 0 | 3 | 2 | 80 | 3 | 32 | 5 | 4 | 16 | 11 | 1 | 5 |
32 |
No
|
Non-Travel
| 1,230 |
Hardware
| 48 | 5 |
Medical
| 1 | 4,002 | 2 |
Female
| 159 | 1 | 1 |
Research Director
| 1 |
Single
| 26,737 | 534,740 | 4 |
Y
|
No
| 36 | 1 | 2 | 80 | 4 | 25 | 4 | 2 | 8 | 4 | 7 | 2 |
28 |
No
|
Travel_Rarely
| 266 |
Support
| 11 | 1 |
Life Sciences
| 1 | 4,003 | 3 |
Female
| 101 | 1 | 4 |
Healthcare Representative
| 1 |
Single
| 33,087 | 727,914 | 8 |
Y
|
No
| 20 | 2 | 4 | 80 | 4 | 19 | 2 | 4 | 5 | 5 | 4 | 4 |
21 |
No
|
Travel_Frequently
| 730 |
Support
| 14 | 2 |
Medical
| 1 | 4,004 | 2 |
Female
| 111 | 4 | 2 |
Human Resources
| 1 |
Married
| 10,659 | 74,613 | 2 |
Y
|
No
| 17 | 4 | 3 | 80 | 4 | 31 | 3 | 4 | 25 | 16 | 12 | 11 |
42 |
Yes
|
Travel_Rarely
| 464 |
Hardware
| 13 | 4 |
Marketing
| 1 | 4,005 | 1 |
Male
| 166 | 2 | 2 |
Laboratory Technician
| 4 |
Divorced
| 11,499 | 241,479 | 8 |
Y
|
No
| 40 | 2 | 3 | 80 | 4 | 40 | 2 | 1 | 27 | 4 | 24 | 4 |
46 |
No
|
Travel_Rarely
| 1,383 |
Software
| 1 | 4 |
Marketing
| 1 | 4,006 | 2 |
Male
| 144 | 4 | 1 |
Manager
| 3 |
Married
| 37,113 | 630,921 | 7 |
Y
|
No
| 21 | 1 | 3 | 80 | 1 | 26 | 2 | 3 | 18 | 3 | 12 | 4 |
48 |
No
|
Travel_Rarely
| 711 |
Support
| 25 | 2 |
Other
| 1 | 4,007 | 4 |
Male
| 32 | 1 | 2 |
Laboratory Technician
| 3 |
Married
| 37,744 | 1,094,576 | 3 |
Y
|
No
| 17 | 1 | 4 | 80 | 3 | 22 | 5 | 3 | 1 | 1 | 1 | 1 |
26 |
No
|
Travel_Rarely
| 769 |
Human Resources
| 29 | 5 |
Marketing
| 1 | 4,008 | 2 |
Male
| 171 | 4 | 5 |
Laboratory Technician
| 2 |
Single
| 21,831 | 545,775 | 4 |
Y
|
Yes
| 9 | 2 | 2 | 80 | 2 | 7 | 1 | 2 | 1 | 1 | 1 | 1 |
26 |
Yes
|
Travel_Frequently
| 972 |
Human Resources
| 5 | 5 |
Medical
| 1 | 4,009 | 3 |
Male
| 196 | 4 | 5 |
Research Scientist
| 3 |
Divorced
| 23,390 | 140,340 | 4 |
Y
|
Yes
| 43 | 4 | 1 | 80 | 3 | 13 | 2 | 3 | 8 | 8 | 5 | 1 |
45 |
Yes
|
Travel_Rarely
| 1,183 |
Support
| 12 | 5 |
Human Resources
| 1 | 4,010 | 4 |
Male
| 87 | 1 | 2 |
Manager
| 2 |
Divorced
| 29,658 | 860,082 | 5 |
Y
|
No
| 31 | 2 | 3 | 80 | 4 | 10 | 6 | 3 | 4 | 4 | 4 | 1 |
41 |
Yes
|
Travel_Rarely
| 558 |
Research & Development
| 6 | 3 |
Other
| 1 | 4,011 | 4 |
Female
| 156 | 3 | 1 |
Research Scientist
| 4 |
Married
| 1,006 | 23,138 | 0 |
Y
|
Yes
| 22 | 2 | 1 | 80 | 1 | 25 | 1 | 3 | 2 | 2 | 2 | 1 |
49 |
No
|
Travel_Frequently
| 787 |
Research & Development
| 18 | 2 |
Medical
| 1 | 4,012 | 2 |
Male
| 36 | 4 | 4 |
Sales Representative
| 3 |
Divorced
| 11,539 | 57,695 | 8 |
Y
|
Yes
| 25 | 1 | 2 | 80 | 3 | 7 | 4 | 2 | 3 | 3 | 3 | 1 |
49 |
Yes
|
Travel_Frequently
| 1,453 |
Sales
| 46 | 5 |
Other
| 1 | 4,013 | 3 |
Male
| 155 | 4 | 1 |
Healthcare Representative
| 2 |
Divorced
| 21,204 | 360,468 | 4 |
Y
|
No
| 35 | 3 | 4 | 80 | 4 | 2 | 5 | 4 | 1 | 1 | 1 | 1 |
60 |
Yes
|
Travel_Rarely
| 1,402 |
Human Resources
| 21 | 5 |
Marketing
| 1 | 4,014 | 2 |
Male
| 133 | 3 | 4 |
Developer
| 3 |
Single
| 19,043 | 209,473 | 7 |
Y
|
Yes
| 42 | 1 | 2 | 80 | 3 | 35 | 2 | 2 | 7 | 1 | 1 | 2 |
60 |
No
|
Travel_Frequently
| 723 |
Human Resources
| 18 | 4 |
Life Sciences
| 1 | 4,015 | 1 |
Male
| 50 | 2 | 2 |
Research Director
| 4 |
Single
| 15,509 | 325,689 | 5 |
Y
|
Yes
| 26 | 3 | 3 | 80 | 4 | 37 | 3 | 1 | 2 | 2 | 2 | 1 |
57 |
No
|
Travel_Frequently
| 1,025 |
Sales
| 50 | 1 |
Medical
| 1 | 4,016 | 1 |
Female
| 88 | 1 | 1 |
Sales Representative
| 4 |
Single
| 38,618 | 810,978 | 5 |
Y
|
Yes
| 20 | 2 | 2 | 80 | 4 | 22 | 3 | 2 | 7 | 7 | 2 | 6 |
23 |
No
|
Travel_Rarely
| 867 |
Sales
| 19 | 5 |
Medical
| 1 | 4,017 | 1 |
Female
| 179 | 2 | 1 |
Human Resources
| 4 |
Married
| 10,980 | 21,960 | 8 |
Y
|
Yes
| 42 | 2 | 2 | 80 | 1 | 7 | 3 | 4 | 6 | 2 | 6 | 5 |
39 |
No
|
Non-Travel
| 1,150 |
Human Resources
| 38 | 4 |
Life Sciences
| 1 | 4,018 | 4 |
Female
| 74 | 3 | 4 |
Sales Executive
| 4 |
Single
| 50,259 | 804,144 | 8 |
Y
|
No
| 36 | 3 | 1 | 80 | 1 | 36 | 6 | 1 | 4 | 3 | 4 | 1 |
53 |
No
|
Travel_Frequently
| 1,447 |
Sales
| 7 | 2 |
Life Sciences
| 1 | 4,019 | 4 |
Female
| 83 | 4 | 3 |
Sales Executive
| 4 |
Divorced
| 45,031 | 180,124 | 4 |
Y
|
Yes
| 31 | 4 | 2 | 80 | 2 | 39 | 4 | 2 | 17 | 16 | 11 | 3 |
28 |
No
|
Non-Travel
| 484 |
Human Resources
| 1 | 3 |
Human Resources
| 1 | 4,020 | 1 |
Male
| 121 | 4 | 3 |
Manager
| 3 |
Married
| 27,773 | 749,871 | 2 |
Y
|
Yes
| 30 | 2 | 4 | 80 | 4 | 19 | 2 | 3 | 14 | 8 | 13 | 1 |
52 |
Yes
|
Travel_Rarely
| 163 |
Support
| 48 | 1 |
Technical Degree
| 1 | 4,021 | 1 |
Female
| 191 | 1 | 5 |
Research Scientist
| 2 |
Single
| 41,384 | 703,528 | 3 |
Y
|
Yes
| 43 | 4 | 3 | 80 | 3 | 7 | 3 | 4 | 4 | 1 | 2 | 2 |
30 |
No
|
Non-Travel
| 217 |
Hardware
| 37 | 2 |
Human Resources
| 1 | 4,022 | 4 |
Male
| 135 | 2 | 4 |
Research Director
| 2 |
Single
| 10,340 | 206,800 | 0 |
Y
|
No
| 0 | 1 | 4 | 80 | 4 | 12 | 2 | 2 | 10 | 3 | 7 | 2 |
35 |
Yes
|
Non-Travel
| 1,052 |
Support
| 2 | 1 |
Other
| 1 | 4,023 | 1 |
Female
| 191 | 4 | 1 |
Developer
| 4 |
Divorced
| 20,588 | 247,056 | 8 |
Y
|
Yes
| 37 | 3 | 3 | 80 | 2 | 3 | 6 | 4 | 3 | 3 | 1 | 2 |
51 |
No
|
Travel_Rarely
| 153 |
Support
| 29 | 5 |
Medical
| 1 | 4,024 | 3 |
Female
| 154 | 1 | 4 |
Research Scientist
| 2 |
Divorced
| 37,545 | 150,180 | 7 |
Y
|
No
| 37 | 4 | 2 | 80 | 4 | 12 | 4 | 2 | 2 | 2 | 2 | 1 |
34 |
Yes
|
Travel_Rarely
| 1,206 |
Support
| 2 | 2 |
Technical Degree
| 1 | 4,025 | 1 |
Female
| 148 | 3 | 5 |
Manufacturing Director
| 3 |
Married
| 31,053 | 496,848 | 1 |
Y
|
No
| 37 | 2 | 1 | 80 | 4 | 5 | 1 | 2 | 2 | 2 | 1 | 2 |
24 |
No
|
Travel_Rarely
| 363 |
Research & Development
| 29 | 1 |
Medical
| 1 | 4,026 | 1 |
Male
| 97 | 2 | 2 |
Human Resources
| 2 |
Divorced
| 2,578 | 2,578 | 0 |
Y
|
Yes
| 38 | 4 | 4 | 80 | 4 | 27 | 6 | 4 | 8 | 8 | 7 | 4 |
52 |
Yes
|
Travel_Frequently
| 648 |
Sales
| 29 | 5 |
Medical
| 1 | 4,027 | 4 |
Male
| 49 | 3 | 5 |
Sales Executive
| 1 |
Married
| 49,024 | 392,192 | 3 |
Y
|
Yes
| 37 | 2 | 2 | 80 | 1 | 37 | 2 | 2 | 35 | 15 | 19 | 30 |
56 |
No
|
Travel_Frequently
| 962 |
Human Resources
| 30 | 4 |
Technical Degree
| 1 | 4,028 | 1 |
Female
| 85 | 2 | 1 |
Manufacturing Director
| 4 |
Married
| 40,782 | 1,223,460 | 7 |
Y
|
No
| 27 | 3 | 1 | 80 | 3 | 28 | 4 | 1 | 19 | 5 | 10 | 2 |
30 |
Yes
|
Non-Travel
| 448 |
Research & Development
| 8 | 1 |
Human Resources
| 1 | 4,029 | 1 |
Female
| 155 | 2 | 3 |
Sales Executive
| 1 |
Divorced
| 8,439 | 253,170 | 1 |
Y
|
Yes
| 15 | 1 | 2 | 80 | 3 | 38 | 5 | 1 | 6 | 1 | 3 | 6 |
36 |
Yes
|
Travel_Frequently
| 1,359 |
Sales
| 33 | 2 |
Medical
| 1 | 4,030 | 1 |
Female
| 166 | 2 | 5 |
Sales Executive
| 1 |
Single
| 33,245 | 664,900 | 4 |
Y
|
No
| 46 | 4 | 2 | 80 | 4 | 18 | 1 | 2 | 5 | 1 | 2 | 3 |
24 |
Yes
|
Travel_Frequently
| 783 |
Software
| 33 | 3 |
Human Resources
| 1 | 4,031 | 1 |
Male
| 155 | 1 | 1 |
Sales Representative
| 2 |
Divorced
| 34,109 | 750,398 | 0 |
Y
|
No
| 23 | 3 | 4 | 80 | 3 | 23 | 5 | 4 | 18 | 12 | 18 | 4 |
58 |
Yes
|
Non-Travel
| 705 |
Sales
| 36 | 2 |
Human Resources
| 1 | 4,032 | 2 |
Female
| 73 | 4 | 5 |
Developer
| 1 |
Single
| 17,609 | 334,571 | 8 |
Y
|
Yes
| 29 | 4 | 3 | 80 | 3 | 3 | 1 | 3 | 2 | 2 | 2 | 1 |
56 |
Yes
|
Non-Travel
| 1,168 |
Sales
| 40 | 5 |
Technical Degree
| 1 | 4,033 | 3 |
Female
| 106 | 2 | 1 |
Human Resources
| 1 |
Divorced
| 14,152 | 84,912 | 5 |
Y
|
Yes
| 3 | 4 | 1 | 80 | 4 | 38 | 5 | 2 | 34 | 21 | 30 | 16 |
59 |
Yes
|
Travel_Frequently
| 175 |
Support
| 20 | 4 |
Other
| 1 | 4,034 | 2 |
Female
| 185 | 2 | 4 |
Healthcare Representative
| 1 |
Divorced
| 10,809 | 162,135 | 2 |
Y
|
Yes
| 47 | 3 | 2 | 80 | 2 | 14 | 6 | 3 | 6 | 5 | 1 | 2 |
36 |
No
|
Travel_Frequently
| 1,244 |
Sales
| 14 | 2 |
Other
| 1 | 4,035 | 1 |
Female
| 34 | 2 | 2 |
Sales Executive
| 3 |
Divorced
| 10,129 | 273,483 | 1 |
Y
|
Yes
| 10 | 4 | 3 | 80 | 3 | 26 | 6 | 1 | 24 | 4 | 4 | 7 |
41 |
Yes
|
Non-Travel
| 1,105 |
Sales
| 47 | 5 |
Marketing
| 1 | 4,036 | 3 |
Female
| 110 | 3 | 5 |
Developer
| 3 |
Married
| 10,894 | 119,834 | 3 |
Y
|
No
| 3 | 1 | 4 | 80 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
53 |
No
|
Travel_Frequently
| 840 |
Hardware
| 4 | 1 |
Technical Degree
| 1 | 4,037 | 2 |
Male
| 62 | 4 | 5 |
Manager
| 1 |
Single
| 15,803 | 379,272 | 4 |
Y
|
Yes
| 17 | 2 | 4 | 80 | 2 | 26 | 4 | 4 | 16 | 8 | 5 | 7 |
28 |
Yes
|
Non-Travel
| 327 |
Research & Development
| 14 | 3 |
Life Sciences
| 1 | 4,038 | 1 |
Male
| 80 | 3 | 5 |
Laboratory Technician
| 4 |
Single
| 7,655 | 145,445 | 6 |
Y
|
No
| 42 | 3 | 1 | 80 | 3 | 9 | 4 | 4 | 6 | 5 | 3 | 5 |
33 |
Yes
|
Travel_Frequently
| 1,212 |
Support
| 27 | 2 |
Life Sciences
| 1 | 4,039 | 4 |
Female
| 93 | 1 | 1 |
Sales Representative
| 2 |
Divorced
| 37,981 | 341,829 | 4 |
Y
|
Yes
| 17 | 4 | 1 | 80 | 3 | 24 | 3 | 3 | 4 | 3 | 3 | 3 |
54 |
No
|
Travel_Frequently
| 1,228 |
Sales
| 4 | 1 |
Other
| 1 | 4,040 | 3 |
Female
| 141 | 3 | 4 |
Research Director
| 4 |
Single
| 44,217 | 1,061,208 | 6 |
Y
|
No
| 45 | 2 | 4 | 80 | 4 | 14 | 1 | 4 | 4 | 4 | 3 | 4 |
37 |
Yes
|
Travel_Rarely
| 1,267 |
Sales
| 49 | 4 |
Other
| 1 | 4,041 | 1 |
Female
| 144 | 1 | 5 |
Sales Representative
| 4 |
Single
| 35,350 | 141,400 | 7 |
Y
|
Yes
| 21 | 3 | 4 | 80 | 2 | 30 | 4 | 4 | 1 | 1 | 1 | 1 |
19 |
Yes
|
Non-Travel
| 561 |
Support
| 4 | 4 |
Life Sciences
| 1 | 4,042 | 3 |
Female
| 171 | 1 | 5 |
Developer
| 1 |
Divorced
| 34,302 | 926,154 | 2 |
Y
|
Yes
| 21 | 2 | 4 | 80 | 2 | 37 | 5 | 2 | 17 | 10 | 5 | 2 |
38 |
No
|
Non-Travel
| 1,169 |
Sales
| 47 | 4 |
Marketing
| 1 | 4,043 | 1 |
Female
| 84 | 1 | 5 |
Laboratory Technician
| 4 |
Married
| 13,769 | 137,690 | 2 |
Y
|
No
| 18 | 4 | 2 | 80 | 4 | 23 | 6 | 2 | 18 | 4 | 11 | 12 |
25 |
No
|
Non-Travel
| 1,048 |
Software
| 45 | 4 |
Life Sciences
| 1 | 4,044 | 4 |
Male
| 70 | 1 | 2 |
Sales Representative
| 1 |
Married
| 2,341 | 49,161 | 4 |
Y
|
Yes
| 9 | 2 | 3 | 80 | 2 | 5 | 6 | 4 | 5 | 5 | 4 | 1 |
48 |
No
|
Non-Travel
| 856 |
Human Resources
| 31 | 3 |
Marketing
| 1 | 4,045 | 1 |
Female
| 143 | 3 | 5 |
Sales Representative
| 4 |
Married
| 38,939 | 1,090,292 | 1 |
Y
|
No
| 12 | 3 | 4 | 80 | 4 | 23 | 4 | 2 | 10 | 6 | 2 | 3 |
59 |
No
|
Non-Travel
| 696 |
Software
| 27 | 1 |
Marketing
| 1 | 4,046 | 1 |
Male
| 175 | 2 | 1 |
Human Resources
| 3 |
Married
| 26,124 | 444,108 | 4 |
Y
|
No
| 35 | 3 | 1 | 80 | 3 | 22 | 4 | 3 | 14 | 10 | 6 | 12 |
49 |
No
|
Non-Travel
| 944 |
Software
| 36 | 1 |
Human Resources
| 1 | 4,047 | 3 |
Female
| 182 | 1 | 2 |
Sales Representative
| 2 |
Divorced
| 39,894 | 119,682 | 6 |
Y
|
No
| 44 | 4 | 4 | 80 | 1 | 10 | 5 | 2 | 4 | 1 | 1 | 4 |
52 |
No
|
Non-Travel
| 1,165 |
Hardware
| 5 | 1 |
Human Resources
| 1 | 4,048 | 4 |
Female
| 132 | 3 | 5 |
Developer
| 3 |
Divorced
| 24,179 | 507,759 | 2 |
Y
|
Yes
| 35 | 2 | 2 | 80 | 2 | 39 | 4 | 2 | 13 | 3 | 1 | 9 |
26 |
No
|
Non-Travel
| 1,250 |
Software
| 47 | 3 |
Marketing
| 1 | 4,049 | 4 |
Female
| 184 | 2 | 4 |
Manager
| 2 |
Married
| 39,251 | 117,753 | 7 |
Y
|
Yes
| 3 | 4 | 3 | 80 | 2 | 20 | 1 | 1 | 7 | 3 | 4 | 1 |
46 |
Yes
|
Travel_Rarely
| 816 |
Human Resources
| 3 | 5 |
Life Sciences
| 1 | 4,050 | 2 |
Female
| 113 | 2 | 1 |
Research Director
| 1 |
Divorced
| 42,565 | 638,475 | 4 |
Y
|
No
| 39 | 1 | 1 | 80 | 4 | 2 | 4 | 1 | 2 | 1 | 2 | 1 |
58 |
Yes
|
Travel_Rarely
| 921 |
Research & Development
| 38 | 3 |
Human Resources
| 1 | 4,051 | 1 |
Male
| 54 | 3 | 2 |
Developer
| 3 |
Married
| 8,652 | 51,912 | 4 |
Y
|
Yes
| 8 | 1 | 4 | 80 | 1 | 38 | 6 | 1 | 25 | 17 | 2 | 22 |
28 |
Yes
|
Travel_Frequently
| 1,470 |
Human Resources
| 42 | 5 |
Technical Degree
| 1 | 4,052 | 1 |
Female
| 131 | 4 | 1 |
Research Director
| 1 |
Married
| 8,263 | 206,575 | 0 |
Y
|
Yes
| 42 | 4 | 1 | 80 | 4 | 32 | 2 | 3 | 10 | 9 | 6 | 10 |
34 |
No
|
Travel_Frequently
| 299 |
Sales
| 25 | 5 |
Technical Degree
| 1 | 4,053 | 1 |
Female
| 75 | 1 | 5 |
Sales Representative
| 2 |
Single
| 10,343 | 279,261 | 7 |
Y
|
Yes
| 32 | 2 | 1 | 80 | 1 | 31 | 6 | 3 | 9 | 6 | 6 | 5 |
53 |
No
|
Travel_Rarely
| 810 |
Hardware
| 41 | 4 |
Life Sciences
| 1 | 4,054 | 2 |
Male
| 78 | 3 | 1 |
Laboratory Technician
| 1 |
Married
| 28,862 | 432,930 | 7 |
Y
|
Yes
| 32 | 3 | 4 | 80 | 1 | 32 | 3 | 1 | 8 | 3 | 2 | 1 |
58 |
Yes
|
Travel_Frequently
| 792 |
Sales
| 22 | 4 |
Marketing
| 1 | 4,055 | 1 |
Female
| 191 | 4 | 5 |
Laboratory Technician
| 3 |
Single
| 48,321 | 241,605 | 2 |
Y
|
Yes
| 39 | 2 | 3 | 80 | 4 | 8 | 3 | 3 | 5 | 3 | 1 | 4 |
36 |
No
|
Travel_Frequently
| 158 |
Support
| 22 | 1 |
Other
| 1 | 4,056 | 1 |
Female
| 69 | 2 | 4 |
Manufacturing Director
| 1 |
Single
| 30,713 | 429,982 | 0 |
Y
|
No
| 31 | 4 | 4 | 80 | 4 | 22 | 1 | 4 | 12 | 10 | 3 | 11 |
27 |
No
|
Travel_Rarely
| 799 |
Hardware
| 32 | 4 |
Other
| 1 | 4,057 | 3 |
Female
| 64 | 3 | 2 |
Laboratory Technician
| 1 |
Single
| 14,991 | 119,928 | 5 |
Y
|
Yes
| 20 | 1 | 1 | 80 | 2 | 24 | 3 | 2 | 21 | 4 | 5 | 18 |
53 |
Yes
|
Non-Travel
| 260 |
Research & Development
| 50 | 1 |
Life Sciences
| 1 | 4,058 | 2 |
Male
| 38 | 3 | 4 |
Human Resources
| 3 |
Married
| 40,260 | 724,680 | 7 |
Y
|
Yes
| 29 | 2 | 3 | 80 | 3 | 26 | 3 | 2 | 10 | 6 | 5 | 6 |
43 |
Yes
|
Travel_Rarely
| 1,458 |
Research & Development
| 46 | 1 |
Marketing
| 1 | 4,059 | 3 |
Male
| 38 | 1 | 2 |
Developer
| 3 |
Married
| 31,764 | 730,572 | 3 |
Y
|
Yes
| 26 | 2 | 3 | 80 | 1 | 9 | 2 | 4 | 8 | 2 | 2 | 3 |
34 |
Yes
|
Non-Travel
| 1,499 |
Human Resources
| 8 | 3 |
Human Resources
| 1 | 4,060 | 2 |
Female
| 151 | 4 | 4 |
Laboratory Technician
| 1 |
Married
| 25,706 | 385,590 | 4 |
Y
|
Yes
| 10 | 3 | 3 | 80 | 1 | 15 | 3 | 3 | 14 | 7 | 10 | 13 |
57 |
No
|
Travel_Frequently
| 1,357 |
Support
| 40 | 3 |
Technical Degree
| 1 | 4,061 | 2 |
Female
| 95 | 4 | 1 |
Sales Executive
| 4 |
Single
| 44,540 | 534,480 | 2 |
Y
|
No
| 4 | 2 | 4 | 80 | 1 | 16 | 6 | 1 | 13 | 6 | 10 | 2 |
37 |
Yes
|
Travel_Frequently
| 1,486 |
Software
| 19 | 5 |
Life Sciences
| 1 | 4,062 | 1 |
Male
| 198 | 3 | 1 |
Healthcare Representative
| 3 |
Divorced
| 28,735 | 143,675 | 2 |
Y
|
Yes
| 26 | 4 | 4 | 80 | 1 | 9 | 5 | 4 | 2 | 1 | 1 | 2 |
28 |
No
|
Non-Travel
| 281 |
Human Resources
| 32 | 4 |
Medical
| 1 | 4,063 | 1 |
Male
| 90 | 2 | 5 |
Sales Executive
| 1 |
Single
| 47,514 | 1,330,392 | 3 |
Y
|
No
| 27 | 4 | 3 | 80 | 1 | 4 | 5 | 4 | 2 | 2 | 1 | 2 |
24 |
No
|
Travel_Frequently
| 145 |
Research & Development
| 28 | 1 |
Medical
| 1 | 4,064 | 2 |
Female
| 136 | 4 | 1 |
Research Scientist
| 1 |
Divorced
| 28,444 | 625,768 | 3 |
Y
|
No
| 18 | 2 | 1 | 80 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 |
59 |
No
|
Non-Travel
| 230 |
Research & Development
| 7 | 4 |
Human Resources
| 1 | 4,065 | 4 |
Male
| 140 | 4 | 3 |
Healthcare Representative
| 3 |
Divorced
| 21,238 | 403,522 | 7 |
Y
|
Yes
| 24 | 1 | 3 | 80 | 3 | 14 | 3 | 1 | 11 | 10 | 7 | 11 |
50 |
No
|
Non-Travel
| 332 |
Support
| 6 | 1 |
Other
| 1 | 4,066 | 2 |
Male
| 32 | 1 | 2 |
Laboratory Technician
| 4 |
Married
| 42,207 | 970,761 | 0 |
Y
|
Yes
| 42 | 1 | 4 | 80 | 3 | 12 | 6 | 4 | 3 | 2 | 3 | 3 |
38 |
Yes
|
Non-Travel
| 693 |
Support
| 50 | 4 |
Other
| 1 | 4,067 | 4 |
Male
| 111 | 2 | 5 |
Sales Representative
| 1 |
Married
| 33,374 | 533,984 | 0 |
Y
|
No
| 42 | 4 | 2 | 80 | 2 | 26 | 3 | 2 | 11 | 5 | 10 | 4 |
51 |
Yes
|
Non-Travel
| 807 |
Support
| 39 | 2 |
Technical Degree
| 1 | 4,068 | 4 |
Male
| 108 | 3 | 1 |
Human Resources
| 1 |
Divorced
| 30,623 | 551,214 | 4 |
Y
|
No
| 18 | 1 | 1 | 80 | 1 | 14 | 5 | 3 | 1 | 1 | 1 | 1 |
39 |
No
|
Travel_Rarely
| 900 |
Human Resources
| 19 | 2 |
Technical Degree
| 1 | 4,069 | 2 |
Female
| 56 | 1 | 5 |
Research Scientist
| 2 |
Divorced
| 13,088 | 222,496 | 3 |
Y
|
Yes
| 24 | 3 | 1 | 80 | 3 | 9 | 3 | 4 | 7 | 7 | 1 | 4 |
38 |
No
|
Non-Travel
| 1,113 |
Support
| 42 | 3 |
Life Sciences
| 1 | 4,070 | 3 |
Male
| 102 | 4 | 4 |
Sales Executive
| 1 |
Married
| 36,265 | 507,710 | 5 |
Y
|
Yes
| 17 | 2 | 3 | 80 | 1 | 24 | 5 | 3 | 8 | 8 | 8 | 6 |
55 |
Yes
|
Non-Travel
| 1,144 |
Human Resources
| 21 | 2 |
Human Resources
| 1 | 4,071 | 4 |
Female
| 123 | 3 | 3 |
Sales Representative
| 2 |
Divorced
| 22,507 | 517,661 | 2 |
Y
|
Yes
| 45 | 2 | 4 | 80 | 4 | 5 | 5 | 2 | 2 | 1 | 2 | 1 |
50 |
Yes
|
Travel_Frequently
| 461 |
Software
| 11 | 3 |
Human Resources
| 1 | 4,072 | 3 |
Male
| 85 | 4 | 3 |
Manufacturing Director
| 3 |
Single
| 48,402 | 145,206 | 0 |
Y
|
No
| 7 | 1 | 3 | 80 | 2 | 9 | 2 | 2 | 8 | 5 | 2 | 8 |
51 |
Yes
|
Non-Travel
| 1,197 |
Hardware
| 50 | 3 |
Technical Degree
| 1 | 4,073 | 2 |
Male
| 171 | 1 | 3 |
Manager
| 2 |
Divorced
| 11,189 | 156,646 | 0 |
Y
|
No
| 23 | 1 | 3 | 80 | 1 | 17 | 3 | 4 | 11 | 11 | 8 | 5 |
33 |
Yes
|
Travel_Rarely
| 1,096 |
Software
| 43 | 5 |
Life Sciences
| 1 | 4,074 | 4 |
Male
| 150 | 2 | 3 |
Developer
| 3 |
Divorced
| 48,382 | 725,730 | 0 |
Y
|
Yes
| 25 | 3 | 2 | 80 | 4 | 32 | 2 | 2 | 5 | 2 | 1 | 2 |
33 |
No
|
Travel_Rarely
| 1,204 |
Human Resources
| 27 | 5 |
Marketing
| 1 | 4,075 | 3 |
Female
| 73 | 3 | 4 |
Manufacturing Director
| 2 |
Married
| 2,032 | 38,608 | 4 |
Y
|
No
| 30 | 3 | 1 | 80 | 1 | 29 | 4 | 2 | 12 | 4 | 4 | 6 |
46 |
Yes
|
Travel_Rarely
| 318 |
Hardware
| 29 | 1 |
Marketing
| 1 | 4,076 | 2 |
Female
| 188 | 2 | 1 |
Research Scientist
| 3 |
Married
| 2,872 | 74,672 | 2 |
Y
|
No
| 32 | 2 | 2 | 80 | 3 | 28 | 4 | 4 | 22 | 19 | 18 | 21 |
60 |
No
|
Travel_Frequently
| 984 |
Hardware
| 24 | 5 |
Technical Degree
| 1 | 4,077 | 4 |
Female
| 200 | 1 | 5 |
Healthcare Representative
| 3 |
Married
| 19,577 | 450,271 | 5 |
Y
|
No
| 33 | 1 | 2 | 80 | 1 | 8 | 2 | 2 | 7 | 7 | 3 | 1 |
59 |
Yes
|
Non-Travel
| 551 |
Support
| 38 | 1 |
Human Resources
| 1 | 4,078 | 1 |
Female
| 142 | 2 | 2 |
Manufacturing Director
| 4 |
Married
| 34,633 | 935,091 | 7 |
Y
|
Yes
| 45 | 3 | 4 | 80 | 4 | 26 | 5 | 1 | 12 | 11 | 6 | 1 |
40 |
Yes
|
Non-Travel
| 1,022 |
Software
| 34 | 1 |
Medical
| 1 | 4,079 | 2 |
Male
| 52 | 3 | 1 |
Sales Representative
| 4 |
Divorced
| 34,116 | 579,972 | 8 |
Y
|
No
| 20 | 4 | 4 | 80 | 3 | 21 | 3 | 1 | 5 | 5 | 5 | 2 |
55 |
No
|
Travel_Frequently
| 1,338 |
Research & Development
| 44 | 2 |
Other
| 1 | 4,080 | 1 |
Male
| 170 | 3 | 5 |
Research Scientist
| 4 |
Divorced
| 13,023 | 286,506 | 0 |
Y
|
Yes
| 17 | 4 | 4 | 80 | 4 | 11 | 1 | 4 | 6 | 5 | 6 | 1 |
34 |
Yes
|
Travel_Rarely
| 381 |
Human Resources
| 48 | 5 |
Other
| 1 | 4,081 | 2 |
Female
| 89 | 1 | 3 |
Sales Representative
| 4 |
Divorced
| 7,573 | 219,617 | 2 |
Y
|
Yes
| 9 | 2 | 3 | 80 | 3 | 14 | 3 | 2 | 5 | 3 | 1 | 2 |
48 |
No
|
Travel_Frequently
| 534 |
Hardware
| 11 | 1 |
Other
| 1 | 4,082 | 1 |
Female
| 161 | 1 | 3 |
Manager
| 1 |
Married
| 18,916 | 397,236 | 5 |
Y
|
Yes
| 49 | 1 | 4 | 80 | 2 | 25 | 3 | 4 | 6 | 6 | 1 | 1 |
32 |
Yes
|
Travel_Rarely
| 1,123 |
Sales
| 29 | 2 |
Technical Degree
| 1 | 4,083 | 3 |
Female
| 48 | 2 | 5 |
Sales Executive
| 3 |
Divorced
| 39,569 | 633,104 | 0 |
Y
|
Yes
| 37 | 3 | 2 | 80 | 1 | 28 | 2 | 2 | 19 | 17 | 17 | 1 |
54 |
No
|
Travel_Rarely
| 1,498 |
Software
| 1 | 2 |
Other
| 1 | 4,084 | 2 |
Female
| 181 | 3 | 2 |
Healthcare Representative
| 3 |
Married
| 1,216 | 10,944 | 5 |
Y
|
No
| 13 | 4 | 3 | 80 | 3 | 22 | 1 | 2 | 4 | 1 | 4 | 2 |
35 |
No
|
Travel_Frequently
| 1,148 |
Support
| 6 | 4 |
Technical Degree
| 1 | 4,085 | 2 |
Male
| 44 | 4 | 5 |
Sales Representative
| 2 |
Single
| 24,626 | 591,024 | 0 |
Y
|
Yes
| 42 | 3 | 1 | 80 | 3 | 36 | 2 | 3 | 35 | 28 | 2 | 33 |
59 |
Yes
|
Non-Travel
| 1,034 |
Hardware
| 2 | 5 |
Life Sciences
| 1 | 4,086 | 1 |
Male
| 168 | 2 | 4 |
Laboratory Technician
| 1 |
Single
| 4,671 | 14,013 | 4 |
Y
|
Yes
| 5 | 1 | 2 | 80 | 2 | 22 | 6 | 3 | 10 | 9 | 2 | 5 |
18 |
No
|
Travel_Rarely
| 1,167 |
Research & Development
| 21 | 5 |
Marketing
| 1 | 4,087 | 2 |
Male
| 84 | 1 | 2 |
Manufacturing Director
| 4 |
Single
| 43,938 | 175,752 | 3 |
Y
|
Yes
| 40 | 2 | 4 | 80 | 4 | 39 | 1 | 4 | 38 | 5 | 36 | 36 |
35 |
Yes
|
Travel_Frequently
| 404 |
Human Resources
| 16 | 3 |
Life Sciences
| 1 | 4,088 | 1 |
Female
| 39 | 4 | 2 |
Manager
| 1 |
Married
| 11,150 | 278,750 | 3 |
Y
|
Yes
| 45 | 1 | 4 | 80 | 2 | 4 | 5 | 3 | 3 | 2 | 1 | 2 |
36 |
Yes
|
Travel_Rarely
| 1,405 |
Human Resources
| 14 | 2 |
Marketing
| 1 | 4,089 | 3 |
Male
| 88 | 4 | 1 |
Developer
| 4 |
Married
| 27,653 | 442,448 | 6 |
Y
|
No
| 30 | 1 | 2 | 80 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 |
46 |
Yes
|
Non-Travel
| 854 |
Sales
| 20 | 3 |
Life Sciences
| 1 | 4,090 | 1 |
Male
| 148 | 1 | 3 |
Human Resources
| 1 |
Married
| 49,097 | 196,388 | 0 |
Y
|
Yes
| 33 | 2 | 3 | 80 | 3 | 21 | 4 | 4 | 18 | 14 | 17 | 11 |
28 |
Yes
|
Non-Travel
| 445 |
Human Resources
| 2 | 2 |
Marketing
| 1 | 4,091 | 1 |
Male
| 53 | 2 | 4 |
Research Scientist
| 1 |
Married
| 36,098 | 252,686 | 7 |
Y
|
No
| 14 | 4 | 2 | 80 | 1 | 6 | 4 | 1 | 1 | 1 | 1 | 1 |
30 |
Yes
|
Travel_Rarely
| 1,461 |
Support
| 27 | 5 |
Human Resources
| 1 | 4,092 | 3 |
Male
| 84 | 4 | 5 |
Sales Representative
| 4 |
Married
| 38,328 | 651,576 | 6 |
Y
|
No
| 37 | 1 | 2 | 80 | 3 | 22 | 6 | 4 | 21 | 6 | 20 | 6 |
34 |
Yes
|
Travel_Rarely
| 517 |
Software
| 35 | 3 |
Medical
| 1 | 4,093 | 2 |
Female
| 177 | 2 | 4 |
Manufacturing Director
| 3 |
Married
| 20,886 | 375,948 | 2 |
Y
|
Yes
| 3 | 3 | 3 | 80 | 1 | 40 | 5 | 1 | 36 | 2 | 29 | 26 |
58 |
No
|
Travel_Rarely
| 664 |
Hardware
| 25 | 3 |
Technical Degree
| 1 | 4,094 | 1 |
Male
| 131 | 1 | 4 |
Research Scientist
| 1 |
Married
| 49,872 | 548,592 | 1 |
Y
|
No
| 33 | 2 | 3 | 80 | 2 | 15 | 3 | 2 | 15 | 7 | 14 | 14 |
43 |
Yes
|
Travel_Frequently
| 139 |
Human Resources
| 21 | 5 |
Human Resources
| 1 | 4,095 | 1 |
Female
| 113 | 2 | 5 |
Manufacturing Director
| 3 |
Single
| 39,349 | 786,980 | 3 |
Y
|
No
| 34 | 1 | 3 | 80 | 4 | 8 | 1 | 3 | 7 | 2 | 1 | 1 |
23 |
No
|
Travel_Frequently
| 384 |
Support
| 2 | 2 |
Life Sciences
| 1 | 4,096 | 4 |
Male
| 189 | 1 | 1 |
Research Director
| 3 |
Married
| 23,032 | 23,032 | 3 |
Y
|
Yes
| 40 | 4 | 4 | 80 | 4 | 40 | 4 | 1 | 10 | 1 | 7 | 5 |
57 |
Yes
|
Travel_Rarely
| 121 |
Software
| 14 | 3 |
Human Resources
| 1 | 4,097 | 3 |
Male
| 189 | 2 | 2 |
Laboratory Technician
| 3 |
Divorced
| 8,218 | 123,270 | 8 |
Y
|
Yes
| 16 | 2 | 2 | 80 | 3 | 23 | 5 | 1 | 2 | 1 | 1 | 2 |
26 |
Yes
|
Non-Travel
| 782 |
Hardware
| 12 | 2 |
Life Sciences
| 1 | 4,098 | 3 |
Female
| 78 | 3 | 5 |
Manufacturing Director
| 1 |
Married
| 44,370 | 44,370 | 1 |
Y
|
Yes
| 18 | 1 | 4 | 80 | 2 | 36 | 2 | 4 | 17 | 15 | 15 | 4 |
25 |
Yes
|
Non-Travel
| 323 |
Hardware
| 19 | 3 |
Medical
| 1 | 4,099 | 4 |
Male
| 91 | 2 | 1 |
Laboratory Technician
| 3 |
Divorced
| 45,011 | 180,044 | 4 |
Y
|
Yes
| 34 | 3 | 2 | 80 | 2 | 14 | 1 | 2 | 9 | 4 | 1 | 8 |
37 |
No
|
Travel_Rarely
| 669 |
Software
| 6 | 2 |
Other
| 1 | 4,100 | 4 |
Female
| 187 | 2 | 1 |
Human Resources
| 4 |
Divorced
| 5,785 | 127,270 | 0 |
Y
|
No
| 22 | 3 | 1 | 80 | 2 | 19 | 1 | 3 | 18 | 3 | 4 | 13 |
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