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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
42 |
Yes
|
Travel_Frequently
| 1,486 |
Research & Development
| 36 | 5 |
Life Sciences
| 1 | 201 | 1 |
Male
| 182 | 3 | 1 |
Sales Representative
| 4 |
Single
| 42,853 | 128,559 | 5 |
Y
|
No
| 1 | 1 | 2 | 80 | 1 | 9 | 1 | 3 | 3 | 2 | 3 | 3 |
40 |
Yes
|
Travel_Rarely
| 251 |
Human Resources
| 15 | 1 |
Life Sciences
| 1 | 202 | 4 |
Male
| 177 | 2 | 4 |
Healthcare Representative
| 2 |
Single
| 19,073 | 381,460 | 2 |
Y
|
No
| 47 | 2 | 4 | 80 | 4 | 38 | 1 | 2 | 13 | 9 | 12 | 9 |
27 |
No
|
Travel_Rarely
| 222 |
Software
| 22 | 5 |
Marketing
| 1 | 203 | 4 |
Male
| 166 | 3 | 4 |
Research Scientist
| 2 |
Married
| 49,477 | 346,339 | 3 |
Y
|
No
| 8 | 2 | 3 | 80 | 2 | 2 | 1 | 2 | 1 | 1 | 1 | 1 |
33 |
Yes
|
Travel_Frequently
| 1,207 |
Support
| 19 | 1 |
Technical Degree
| 1 | 204 | 1 |
Male
| 180 | 3 | 1 |
Human Resources
| 3 |
Divorced
| 39,950 | 519,350 | 3 |
Y
|
No
| 40 | 1 | 4 | 80 | 3 | 23 | 1 | 1 | 15 | 7 | 11 | 11 |
47 |
Yes
|
Travel_Frequently
| 505 |
Sales
| 10 | 3 |
Medical
| 1 | 205 | 1 |
Male
| 150 | 4 | 1 |
Laboratory Technician
| 2 |
Married
| 30,732 | 61,464 | 5 |
Y
|
Yes
| 19 | 3 | 3 | 80 | 2 | 21 | 6 | 1 | 15 | 5 | 13 | 11 |
48 |
No
|
Non-Travel
| 562 |
Sales
| 20 | 5 |
Technical Degree
| 1 | 206 | 2 |
Male
| 153 | 1 | 1 |
Manufacturing Director
| 4 |
Divorced
| 42,694 | 853,880 | 7 |
Y
|
No
| 37 | 2 | 1 | 80 | 4 | 12 | 6 | 3 | 10 | 6 | 4 | 1 |
41 |
Yes
|
Travel_Frequently
| 1,033 |
Hardware
| 20 | 1 |
Technical Degree
| 1 | 207 | 4 |
Male
| 172 | 2 | 4 |
Human Resources
| 1 |
Married
| 39,482 | 513,266 | 7 |
Y
|
Yes
| 8 | 4 | 1 | 80 | 1 | 39 | 3 | 4 | 6 | 3 | 6 | 3 |
58 |
No
|
Travel_Frequently
| 1,081 |
Human Resources
| 26 | 5 |
Medical
| 1 | 208 | 2 |
Female
| 137 | 2 | 3 |
Research Director
| 4 |
Married
| 21,224 | 63,672 | 3 |
Y
|
Yes
| 31 | 4 | 3 | 80 | 3 | 24 | 2 | 4 | 17 | 15 | 10 | 9 |
22 |
No
|
Travel_Frequently
| 323 |
Support
| 16 | 2 |
Life Sciences
| 1 | 209 | 1 |
Female
| 82 | 4 | 3 |
Sales Executive
| 1 |
Married
| 6,545 | 189,805 | 3 |
Y
|
No
| 26 | 2 | 4 | 80 | 2 | 25 | 1 | 3 | 15 | 15 | 6 | 2 |
37 |
Yes
|
Travel_Rarely
| 1,093 |
Sales
| 3 | 4 |
Life Sciences
| 1 | 210 | 3 |
Male
| 175 | 4 | 5 |
Research Director
| 3 |
Married
| 18,864 | 169,776 | 0 |
Y
|
Yes
| 28 | 3 | 3 | 80 | 2 | 17 | 3 | 2 | 6 | 4 | 6 | 3 |
20 |
Yes
|
Travel_Rarely
| 334 |
Software
| 29 | 1 |
Marketing
| 1 | 211 | 1 |
Female
| 113 | 1 | 5 |
Developer
| 3 |
Single
| 21,142 | 634,260 | 3 |
Y
|
No
| 17 | 4 | 4 | 80 | 3 | 31 | 4 | 2 | 20 | 1 | 4 | 17 |
34 |
Yes
|
Non-Travel
| 547 |
Research & Development
| 19 | 3 |
Technical Degree
| 1 | 212 | 3 |
Male
| 60 | 1 | 2 |
Research Scientist
| 3 |
Divorced
| 6,736 | 80,832 | 8 |
Y
|
No
| 2 | 2 | 3 | 80 | 2 | 33 | 1 | 1 | 2 | 1 | 2 | 1 |
33 |
Yes
|
Travel_Frequently
| 630 |
Software
| 24 | 2 |
Human Resources
| 1 | 213 | 1 |
Female
| 54 | 2 | 3 |
Manufacturing Director
| 1 |
Married
| 47,472 | 1,186,800 | 4 |
Y
|
No
| 11 | 3 | 4 | 80 | 1 | 34 | 3 | 2 | 2 | 1 | 2 | 2 |
51 |
No
|
Travel_Frequently
| 1,120 |
Human Resources
| 27 | 3 |
Human Resources
| 1 | 214 | 1 |
Male
| 133 | 3 | 1 |
Research Scientist
| 4 |
Married
| 8,445 | 84,450 | 4 |
Y
|
No
| 38 | 3 | 3 | 80 | 4 | 2 | 5 | 3 | 1 | 1 | 1 | 1 |
25 |
Yes
|
Travel_Frequently
| 354 |
Human Resources
| 36 | 2 |
Human Resources
| 1 | 215 | 2 |
Female
| 152 | 1 | 4 |
Manager
| 2 |
Single
| 50,862 | 1,220,688 | 0 |
Y
|
Yes
| 42 | 4 | 4 | 80 | 1 | 22 | 4 | 1 | 2 | 1 | 1 | 2 |
38 |
Yes
|
Travel_Frequently
| 688 |
Support
| 40 | 3 |
Other
| 1 | 216 | 3 |
Female
| 179 | 3 | 5 |
Human Resources
| 2 |
Married
| 13,232 | 105,856 | 4 |
Y
|
No
| 0 | 2 | 1 | 80 | 4 | 1 | 5 | 4 | 1 | 1 | 1 | 1 |
37 |
Yes
|
Non-Travel
| 455 |
Support
| 39 | 4 |
Marketing
| 1 | 217 | 1 |
Female
| 66 | 4 | 4 |
Developer
| 1 |
Single
| 19,419 | 252,447 | 7 |
Y
|
Yes
| 1 | 2 | 3 | 80 | 3 | 17 | 6 | 1 | 7 | 4 | 5 | 5 |
35 |
Yes
|
Non-Travel
| 1,013 |
Human Resources
| 3 | 1 |
Marketing
| 1 | 218 | 2 |
Female
| 134 | 1 | 2 |
Sales Executive
| 3 |
Married
| 32,306 | 904,568 | 2 |
Y
|
No
| 44 | 1 | 4 | 80 | 4 | 14 | 5 | 2 | 7 | 6 | 4 | 6 |
29 |
No
|
Non-Travel
| 332 |
Human Resources
| 14 | 4 |
Other
| 1 | 219 | 2 |
Male
| 83 | 1 | 2 |
Sales Representative
| 3 |
Married
| 29,630 | 859,270 | 6 |
Y
|
No
| 0 | 3 | 1 | 80 | 3 | 4 | 1 | 2 | 2 | 2 | 2 | 1 |
21 |
Yes
|
Non-Travel
| 259 |
Human Resources
| 33 | 4 |
Technical Degree
| 1 | 220 | 2 |
Male
| 67 | 3 | 2 |
Research Scientist
| 3 |
Divorced
| 15,513 | 46,539 | 7 |
Y
|
Yes
| 19 | 4 | 3 | 80 | 1 | 6 | 4 | 3 | 4 | 3 | 3 | 2 |
47 |
Yes
|
Travel_Rarely
| 247 |
Sales
| 25 | 1 |
Technical Degree
| 1 | 221 | 1 |
Female
| 160 | 2 | 2 |
Manager
| 3 |
Married
| 16,850 | 370,700 | 2 |
Y
|
No
| 33 | 1 | 3 | 80 | 4 | 35 | 4 | 2 | 1 | 1 | 1 | 1 |
34 |
No
|
Travel_Rarely
| 1,080 |
Hardware
| 25 | 5 |
Medical
| 1 | 222 | 2 |
Female
| 178 | 3 | 2 |
Sales Representative
| 4 |
Single
| 8,049 | 128,784 | 8 |
Y
|
Yes
| 9 | 3 | 4 | 80 | 1 | 9 | 2 | 2 | 1 | 1 | 1 | 1 |
30 |
Yes
|
Travel_Rarely
| 169 |
Hardware
| 50 | 3 |
Technical Degree
| 1 | 223 | 2 |
Female
| 72 | 4 | 5 |
Manager
| 1 |
Single
| 24,103 | 457,957 | 3 |
Y
|
Yes
| 27 | 4 | 2 | 80 | 1 | 40 | 5 | 1 | 20 | 19 | 16 | 4 |
60 |
No
|
Travel_Frequently
| 1,004 |
Sales
| 3 | 4 |
Marketing
| 1 | 224 | 2 |
Male
| 50 | 4 | 5 |
Research Scientist
| 3 |
Single
| 39,406 | 354,654 | 8 |
Y
|
No
| 40 | 4 | 1 | 80 | 3 | 29 | 6 | 3 | 11 | 6 | 10 | 11 |
43 |
No
|
Non-Travel
| 1,499 |
Hardware
| 31 | 2 |
Medical
| 1 | 225 | 1 |
Female
| 61 | 1 | 4 |
Manufacturing Director
| 2 |
Married
| 15,143 | 408,861 | 1 |
Y
|
Yes
| 2 | 1 | 3 | 80 | 3 | 17 | 4 | 2 | 6 | 4 | 3 | 6 |
22 |
Yes
|
Non-Travel
| 753 |
Human Resources
| 3 | 5 |
Medical
| 1 | 226 | 3 |
Male
| 51 | 3 | 5 |
Sales Executive
| 3 |
Married
| 49,219 | 1,033,599 | 1 |
Y
|
No
| 19 | 3 | 1 | 80 | 4 | 32 | 2 | 2 | 27 | 24 | 12 | 27 |
33 |
No
|
Travel_Frequently
| 233 |
Research & Development
| 32 | 5 |
Other
| 1 | 227 | 4 |
Female
| 64 | 3 | 5 |
Healthcare Representative
| 2 |
Divorced
| 50,210 | 100,420 | 7 |
Y
|
Yes
| 3 | 3 | 2 | 80 | 3 | 29 | 2 | 3 | 28 | 2 | 3 | 3 |
22 |
No
|
Non-Travel
| 717 |
Sales
| 33 | 5 |
Life Sciences
| 1 | 228 | 4 |
Male
| 95 | 3 | 2 |
Laboratory Technician
| 4 |
Single
| 17,231 | 465,237 | 1 |
Y
|
Yes
| 17 | 2 | 3 | 80 | 3 | 18 | 3 | 2 | 1 | 1 | 1 | 1 |
33 |
Yes
|
Non-Travel
| 1,128 |
Research & Development
| 35 | 3 |
Other
| 1 | 229 | 2 |
Male
| 66 | 1 | 1 |
Human Resources
| 4 |
Single
| 35,423 | 425,076 | 2 |
Y
|
No
| 5 | 4 | 1 | 80 | 4 | 37 | 1 | 1 | 37 | 15 | 12 | 36 |
44 |
No
|
Travel_Rarely
| 932 |
Support
| 20 | 4 |
Medical
| 1 | 230 | 3 |
Female
| 112 | 3 | 2 |
Research Scientist
| 1 |
Divorced
| 27,030 | 513,570 | 2 |
Y
|
Yes
| 28 | 1 | 3 | 80 | 3 | 4 | 2 | 3 | 1 | 1 | 1 | 1 |
46 |
No
|
Travel_Rarely
| 110 |
Sales
| 44 | 2 |
Human Resources
| 1 | 231 | 1 |
Female
| 92 | 4 | 5 |
Research Director
| 1 |
Single
| 19,238 | 442,474 | 8 |
Y
|
Yes
| 27 | 4 | 2 | 80 | 2 | 1 | 3 | 3 | 1 | 1 | 1 | 1 |
50 |
No
|
Travel_Rarely
| 664 |
Human Resources
| 25 | 2 |
Life Sciences
| 1 | 232 | 4 |
Male
| 100 | 4 | 4 |
Developer
| 4 |
Married
| 5,774 | 69,288 | 8 |
Y
|
No
| 39 | 3 | 2 | 80 | 2 | 40 | 1 | 4 | 6 | 5 | 3 | 1 |
32 |
No
|
Travel_Rarely
| 203 |
Human Resources
| 49 | 1 |
Marketing
| 1 | 233 | 3 |
Female
| 84 | 1 | 1 |
Laboratory Technician
| 1 |
Divorced
| 21,915 | 175,320 | 4 |
Y
|
Yes
| 13 | 4 | 4 | 80 | 3 | 31 | 2 | 3 | 17 | 2 | 7 | 5 |
59 |
Yes
|
Travel_Frequently
| 1,074 |
Hardware
| 47 | 4 |
Technical Degree
| 1 | 234 | 2 |
Female
| 69 | 1 | 5 |
Sales Executive
| 4 |
Single
| 44,579 | 757,843 | 1 |
Y
|
Yes
| 26 | 1 | 1 | 80 | 3 | 4 | 5 | 4 | 4 | 3 | 2 | 4 |
45 |
Yes
|
Travel_Frequently
| 512 |
Hardware
| 35 | 1 |
Other
| 1 | 235 | 1 |
Male
| 113 | 4 | 2 |
Human Resources
| 3 |
Divorced
| 46,431 | 46,431 | 2 |
Y
|
No
| 23 | 4 | 1 | 80 | 2 | 27 | 2 | 3 | 5 | 4 | 4 | 1 |
29 |
Yes
|
Travel_Frequently
| 743 |
Sales
| 39 | 2 |
Marketing
| 1 | 236 | 3 |
Female
| 70 | 4 | 4 |
Manufacturing Director
| 1 |
Divorced
| 16,750 | 16,750 | 8 |
Y
|
No
| 40 | 3 | 2 | 80 | 4 | 10 | 3 | 3 | 10 | 4 | 2 | 5 |
50 |
Yes
|
Travel_Frequently
| 427 |
Hardware
| 38 | 4 |
Technical Degree
| 1 | 237 | 3 |
Male
| 98 | 3 | 2 |
Manufacturing Director
| 1 |
Married
| 31,780 | 667,380 | 6 |
Y
|
Yes
| 44 | 4 | 3 | 80 | 1 | 15 | 6 | 1 | 2 | 2 | 2 | 2 |
19 |
Yes
|
Non-Travel
| 836 |
Human Resources
| 15 | 5 |
Other
| 1 | 238 | 3 |
Female
| 199 | 4 | 2 |
Manufacturing Director
| 3 |
Single
| 23,566 | 471,320 | 1 |
Y
|
Yes
| 8 | 3 | 1 | 80 | 4 | 36 | 5 | 3 | 15 | 8 | 5 | 9 |
39 |
No
|
Travel_Frequently
| 1,321 |
Sales
| 35 | 5 |
Medical
| 1 | 239 | 1 |
Male
| 58 | 3 | 2 |
Laboratory Technician
| 2 |
Single
| 22,082 | 397,476 | 8 |
Y
|
Yes
| 42 | 3 | 3 | 80 | 1 | 12 | 6 | 3 | 2 | 2 | 1 | 1 |
55 |
No
|
Travel_Rarely
| 601 |
Hardware
| 6 | 3 |
Human Resources
| 1 | 240 | 1 |
Female
| 154 | 3 | 2 |
Sales Executive
| 4 |
Married
| 9,775 | 48,875 | 0 |
Y
|
Yes
| 39 | 2 | 4 | 80 | 1 | 19 | 2 | 1 | 18 | 7 | 14 | 4 |
57 |
Yes
|
Travel_Frequently
| 956 |
Research & Development
| 50 | 5 |
Marketing
| 1 | 241 | 4 |
Female
| 151 | 4 | 1 |
Manufacturing Director
| 1 |
Married
| 37,464 | 74,928 | 1 |
Y
|
No
| 2 | 2 | 2 | 80 | 3 | 22 | 2 | 3 | 7 | 1 | 5 | 3 |
41 |
No
|
Non-Travel
| 661 |
Hardware
| 13 | 4 |
Medical
| 1 | 242 | 2 |
Female
| 41 | 4 | 5 |
Healthcare Representative
| 4 |
Married
| 3,516 | 101,964 | 6 |
Y
|
Yes
| 11 | 3 | 2 | 80 | 4 | 9 | 3 | 1 | 1 | 1 | 1 | 1 |
47 |
No
|
Non-Travel
| 1,403 |
Software
| 48 | 1 |
Marketing
| 1 | 243 | 1 |
Male
| 97 | 4 | 5 |
Manager
| 3 |
Married
| 45,126 | 992,772 | 6 |
Y
|
No
| 34 | 4 | 1 | 80 | 4 | 28 | 3 | 1 | 9 | 2 | 3 | 3 |
53 |
Yes
|
Travel_Rarely
| 1,103 |
Human Resources
| 47 | 5 |
Human Resources
| 1 | 244 | 2 |
Female
| 42 | 4 | 5 |
Healthcare Representative
| 1 |
Married
| 47,834 | 1,387,186 | 1 |
Y
|
No
| 23 | 3 | 1 | 80 | 2 | 5 | 3 | 3 | 1 | 1 | 1 | 1 |
33 |
Yes
|
Travel_Rarely
| 1,186 |
Sales
| 11 | 4 |
Other
| 1 | 245 | 2 |
Male
| 31 | 1 | 5 |
Developer
| 1 |
Married
| 41,541 | 1,163,148 | 0 |
Y
|
No
| 34 | 1 | 1 | 80 | 4 | 15 | 4 | 4 | 12 | 8 | 3 | 9 |
26 |
Yes
|
Travel_Frequently
| 1,325 |
Hardware
| 31 | 5 |
Technical Degree
| 1 | 246 | 1 |
Female
| 36 | 3 | 5 |
Research Director
| 4 |
Married
| 3,492 | 83,808 | 5 |
Y
|
Yes
| 19 | 3 | 3 | 80 | 3 | 10 | 6 | 2 | 5 | 5 | 1 | 2 |
20 |
No
|
Non-Travel
| 151 |
Support
| 50 | 3 |
Medical
| 1 | 247 | 4 |
Male
| 93 | 3 | 5 |
Sales Executive
| 4 |
Married
| 19,233 | 230,796 | 1 |
Y
|
Yes
| 36 | 2 | 3 | 80 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 |
51 |
Yes
|
Travel_Frequently
| 542 |
Research & Development
| 9 | 3 |
Medical
| 1 | 248 | 3 |
Male
| 119 | 3 | 5 |
Human Resources
| 1 |
Married
| 15,251 | 152,510 | 6 |
Y
|
No
| 11 | 3 | 1 | 80 | 2 | 23 | 3 | 3 | 9 | 7 | 3 | 9 |
38 |
No
|
Travel_Rarely
| 1,075 |
Hardware
| 25 | 1 |
Marketing
| 1 | 249 | 3 |
Male
| 200 | 1 | 2 |
Laboratory Technician
| 4 |
Married
| 4,053 | 44,583 | 8 |
Y
|
Yes
| 40 | 3 | 2 | 80 | 2 | 8 | 3 | 2 | 3 | 2 | 3 | 2 |
27 |
Yes
|
Non-Travel
| 1,020 |
Hardware
| 35 | 5 |
Marketing
| 1 | 250 | 1 |
Female
| 136 | 3 | 3 |
Research Scientist
| 1 |
Divorced
| 46,319 | 231,595 | 3 |
Y
|
Yes
| 18 | 4 | 1 | 80 | 3 | 16 | 3 | 2 | 8 | 5 | 3 | 7 |
54 |
No
|
Travel_Rarely
| 799 |
Human Resources
| 46 | 2 |
Technical Degree
| 1 | 251 | 1 |
Male
| 120 | 1 | 4 |
Healthcare Representative
| 1 |
Married
| 11,405 | 262,315 | 0 |
Y
|
Yes
| 11 | 4 | 1 | 80 | 2 | 35 | 1 | 2 | 30 | 14 | 3 | 1 |
29 |
Yes
|
Non-Travel
| 1,012 |
Research & Development
| 7 | 5 |
Medical
| 1 | 252 | 2 |
Male
| 93 | 1 | 2 |
Developer
| 1 |
Married
| 48,154 | 1,396,466 | 5 |
Y
|
Yes
| 17 | 1 | 2 | 80 | 1 | 12 | 2 | 3 | 7 | 4 | 7 | 7 |
31 |
Yes
|
Travel_Frequently
| 427 |
Software
| 48 | 2 |
Medical
| 1 | 253 | 4 |
Female
| 197 | 2 | 3 |
Developer
| 1 |
Married
| 32,357 | 582,426 | 2 |
Y
|
No
| 4 | 4 | 2 | 80 | 4 | 3 | 5 | 4 | 1 | 1 | 1 | 1 |
21 |
No
|
Non-Travel
| 1,202 |
Human Resources
| 34 | 2 |
Technical Degree
| 1 | 254 | 3 |
Female
| 169 | 4 | 5 |
Laboratory Technician
| 4 |
Divorced
| 45,300 | 1,041,900 | 6 |
Y
|
Yes
| 22 | 4 | 3 | 80 | 3 | 31 | 5 | 1 | 8 | 8 | 7 | 1 |
24 |
No
|
Non-Travel
| 1,464 |
Hardware
| 1 | 5 |
Life Sciences
| 1 | 255 | 1 |
Female
| 175 | 2 | 2 |
Sales Executive
| 4 |
Divorced
| 23,067 | 645,876 | 6 |
Y
|
No
| 12 | 2 | 2 | 80 | 4 | 23 | 5 | 1 | 3 | 3 | 1 | 2 |
48 |
Yes
|
Travel_Frequently
| 1,115 |
Sales
| 35 | 3 |
Technical Degree
| 1 | 256 | 1 |
Female
| 63 | 1 | 4 |
Research Scientist
| 3 |
Married
| 27,450 | 823,500 | 7 |
Y
|
Yes
| 32 | 1 | 3 | 80 | 3 | 5 | 6 | 4 | 5 | 5 | 3 | 1 |
41 |
Yes
|
Travel_Rarely
| 1,316 |
Human Resources
| 15 | 3 |
Other
| 1 | 257 | 3 |
Male
| 167 | 3 | 2 |
Laboratory Technician
| 4 |
Single
| 33,471 | 903,717 | 0 |
Y
|
No
| 33 | 4 | 2 | 80 | 2 | 4 | 4 | 1 | 3 | 2 | 3 | 2 |
38 |
No
|
Travel_Rarely
| 177 |
Research & Development
| 28 | 1 |
Life Sciences
| 1 | 258 | 4 |
Male
| 64 | 3 | 4 |
Healthcare Representative
| 2 |
Married
| 3,433 | 85,825 | 5 |
Y
|
Yes
| 11 | 3 | 4 | 80 | 4 | 20 | 2 | 2 | 19 | 15 | 12 | 18 |
47 |
Yes
|
Non-Travel
| 555 |
Human Resources
| 23 | 2 |
Marketing
| 1 | 259 | 3 |
Male
| 98 | 3 | 5 |
Manager
| 2 |
Divorced
| 23,663 | 662,564 | 3 |
Y
|
Yes
| 2 | 4 | 4 | 80 | 4 | 38 | 2 | 3 | 36 | 24 | 25 | 17 |
40 |
No
|
Non-Travel
| 231 |
Hardware
| 39 | 4 |
Medical
| 1 | 260 | 1 |
Male
| 84 | 4 | 3 |
Laboratory Technician
| 2 |
Single
| 34,288 | 548,608 | 2 |
Y
|
No
| 16 | 2 | 2 | 80 | 2 | 39 | 4 | 1 | 27 | 13 | 12 | 7 |
55 |
No
|
Travel_Frequently
| 1,061 |
Software
| 34 | 5 |
Human Resources
| 1 | 261 | 4 |
Male
| 33 | 1 | 2 |
Manager
| 2 |
Divorced
| 28,912 | 578,240 | 8 |
Y
|
No
| 6 | 4 | 4 | 80 | 4 | 14 | 4 | 1 | 1 | 1 | 1 | 1 |
42 |
Yes
|
Travel_Frequently
| 1,045 |
Research & Development
| 8 | 2 |
Marketing
| 1 | 262 | 1 |
Male
| 134 | 2 | 4 |
Research Director
| 3 |
Single
| 25,136 | 402,176 | 1 |
Y
|
No
| 32 | 1 | 4 | 80 | 4 | 23 | 3 | 4 | 8 | 8 | 1 | 2 |
42 |
No
|
Non-Travel
| 1,127 |
Human Resources
| 12 | 5 |
Medical
| 1 | 263 | 1 |
Male
| 49 | 1 | 1 |
Sales Executive
| 3 |
Single
| 46,745 | 1,308,860 | 8 |
Y
|
No
| 36 | 3 | 1 | 80 | 2 | 21 | 2 | 3 | 17 | 12 | 17 | 6 |
31 |
No
|
Travel_Frequently
| 339 |
Human Resources
| 48 | 1 |
Medical
| 1 | 264 | 3 |
Female
| 130 | 4 | 4 |
Manager
| 2 |
Married
| 18,029 | 252,406 | 2 |
Y
|
No
| 4 | 2 | 2 | 80 | 3 | 27 | 1 | 4 | 10 | 2 | 8 | 7 |
39 |
No
|
Travel_Rarely
| 964 |
Human Resources
| 42 | 3 |
Other
| 1 | 265 | 4 |
Female
| 80 | 1 | 3 |
Research Director
| 4 |
Married
| 32,043 | 769,032 | 3 |
Y
|
No
| 43 | 1 | 1 | 80 | 1 | 37 | 6 | 2 | 8 | 3 | 7 | 4 |
40 |
No
|
Travel_Frequently
| 384 |
Research & Development
| 17 | 2 |
Life Sciences
| 1 | 266 | 2 |
Female
| 191 | 1 | 3 |
Sales Executive
| 3 |
Married
| 40,458 | 647,328 | 2 |
Y
|
Yes
| 6 | 1 | 3 | 80 | 4 | 27 | 3 | 4 | 25 | 5 | 15 | 17 |
43 |
Yes
|
Travel_Rarely
| 182 |
Sales
| 23 | 5 |
Life Sciences
| 1 | 267 | 4 |
Female
| 181 | 2 | 3 |
Laboratory Technician
| 2 |
Married
| 48,574 | 1,117,202 | 4 |
Y
|
No
| 9 | 3 | 3 | 80 | 1 | 2 | 3 | 2 | 2 | 1 | 2 | 1 |
46 |
Yes
|
Non-Travel
| 1,171 |
Software
| 20 | 2 |
Life Sciences
| 1 | 268 | 3 |
Male
| 82 | 1 | 2 |
Healthcare Representative
| 1 |
Single
| 26,717 | 721,359 | 8 |
Y
|
Yes
| 27 | 2 | 1 | 80 | 4 | 1 | 5 | 4 | 1 | 1 | 1 | 1 |
59 |
Yes
|
Non-Travel
| 1,380 |
Sales
| 21 | 5 |
Marketing
| 1 | 269 | 3 |
Female
| 47 | 2 | 1 |
Sales Executive
| 1 |
Married
| 37,918 | 303,344 | 2 |
Y
|
No
| 31 | 4 | 3 | 80 | 4 | 8 | 3 | 1 | 4 | 4 | 4 | 1 |
22 |
No
|
Non-Travel
| 1,102 |
Sales
| 33 | 5 |
Medical
| 1 | 270 | 3 |
Female
| 80 | 3 | 2 |
Laboratory Technician
| 4 |
Divorced
| 41,804 | 877,884 | 7 |
Y
|
Yes
| 5 | 3 | 2 | 80 | 2 | 25 | 2 | 3 | 19 | 18 | 13 | 15 |
43 |
Yes
|
Travel_Frequently
| 722 |
Software
| 40 | 4 |
Human Resources
| 1 | 271 | 2 |
Male
| 169 | 1 | 2 |
Sales Executive
| 4 |
Single
| 29,207 | 496,519 | 8 |
Y
|
No
| 12 | 1 | 1 | 80 | 4 | 28 | 4 | 1 | 7 | 5 | 1 | 1 |
58 |
No
|
Travel_Rarely
| 1,336 |
Research & Development
| 1 | 3 |
Technical Degree
| 1 | 272 | 2 |
Female
| 117 | 1 | 5 |
Research Director
| 3 |
Married
| 50,048 | 550,528 | 5 |
Y
|
No
| 36 | 1 | 3 | 80 | 4 | 8 | 6 | 4 | 4 | 3 | 2 | 2 |
25 |
Yes
|
Travel_Frequently
| 1,345 |
Human Resources
| 31 | 5 |
Life Sciences
| 1 | 273 | 1 |
Female
| 137 | 3 | 4 |
Manager
| 3 |
Single
| 25,623 | 768,690 | 7 |
Y
|
No
| 14 | 3 | 1 | 80 | 4 | 14 | 6 | 4 | 11 | 6 | 4 | 9 |
52 |
Yes
|
Travel_Rarely
| 412 |
Support
| 6 | 5 |
Medical
| 1 | 274 | 3 |
Male
| 83 | 1 | 2 |
Research Scientist
| 3 |
Married
| 33,151 | 198,906 | 8 |
Y
|
No
| 38 | 1 | 2 | 80 | 2 | 28 | 5 | 1 | 24 | 2 | 3 | 2 |
26 |
No
|
Travel_Rarely
| 353 |
Human Resources
| 12 | 5 |
Life Sciences
| 1 | 275 | 4 |
Female
| 163 | 2 | 5 |
Developer
| 2 |
Single
| 16,095 | 434,565 | 0 |
Y
|
No
| 7 | 4 | 4 | 80 | 3 | 39 | 3 | 2 | 32 | 20 | 3 | 12 |
33 |
No
|
Travel_Frequently
| 1,184 |
Support
| 48 | 1 |
Marketing
| 1 | 276 | 4 |
Male
| 102 | 4 | 1 |
Manufacturing Director
| 2 |
Married
| 24,833 | 471,827 | 2 |
Y
|
Yes
| 2 | 2 | 3 | 80 | 3 | 13 | 2 | 3 | 1 | 1 | 1 | 1 |
46 |
Yes
|
Travel_Rarely
| 1,361 |
Hardware
| 50 | 2 |
Other
| 1 | 277 | 1 |
Male
| 195 | 3 | 4 |
Developer
| 2 |
Divorced
| 23,122 | 23,122 | 6 |
Y
|
No
| 44 | 3 | 4 | 80 | 4 | 10 | 6 | 1 | 3 | 1 | 1 | 2 |
59 |
No
|
Travel_Rarely
| 591 |
Support
| 10 | 2 |
Medical
| 1 | 278 | 1 |
Male
| 166 | 4 | 2 |
Sales Executive
| 4 |
Single
| 41,765 | 1,127,655 | 8 |
Y
|
No
| 2 | 3 | 2 | 80 | 2 | 18 | 3 | 3 | 16 | 8 | 15 | 16 |
43 |
Yes
|
Travel_Rarely
| 1,239 |
Hardware
| 3 | 5 |
Technical Degree
| 1 | 279 | 3 |
Male
| 70 | 2 | 2 |
Manager
| 2 |
Divorced
| 10,174 | 274,698 | 7 |
Y
|
No
| 8 | 2 | 1 | 80 | 1 | 15 | 4 | 2 | 7 | 7 | 5 | 4 |
34 |
Yes
|
Travel_Frequently
| 419 |
Support
| 10 | 4 |
Human Resources
| 1 | 280 | 4 |
Female
| 67 | 4 | 4 |
Manufacturing Director
| 2 |
Married
| 2,975 | 44,625 | 7 |
Y
|
Yes
| 15 | 3 | 1 | 80 | 1 | 17 | 4 | 2 | 5 | 4 | 4 | 1 |
27 |
No
|
Travel_Rarely
| 915 |
Research & Development
| 35 | 1 |
Marketing
| 1 | 281 | 4 |
Female
| 115 | 3 | 4 |
Research Director
| 1 |
Divorced
| 34,597 | 830,328 | 7 |
Y
|
No
| 48 | 1 | 4 | 80 | 3 | 15 | 2 | 3 | 4 | 2 | 1 | 1 |
35 |
No
|
Non-Travel
| 454 |
Sales
| 8 | 2 |
Marketing
| 1 | 282 | 4 |
Male
| 131 | 2 | 4 |
Research Scientist
| 4 |
Divorced
| 42,424 | 933,328 | 6 |
Y
|
No
| 41 | 4 | 3 | 80 | 2 | 24 | 5 | 1 | 17 | 4 | 6 | 3 |
55 |
No
|
Travel_Frequently
| 800 |
Software
| 3 | 4 |
Other
| 1 | 283 | 3 |
Female
| 73 | 4 | 1 |
Healthcare Representative
| 4 |
Married
| 44,462 | 1,022,626 | 1 |
Y
|
No
| 25 | 4 | 1 | 80 | 4 | 33 | 4 | 2 | 25 | 22 | 13 | 23 |
32 |
No
|
Travel_Rarely
| 272 |
Hardware
| 25 | 3 |
Technical Degree
| 1 | 284 | 2 |
Female
| 196 | 2 | 5 |
Healthcare Representative
| 4 |
Married
| 31,931 | 31,931 | 1 |
Y
|
No
| 8 | 1 | 4 | 80 | 1 | 16 | 1 | 4 | 15 | 14 | 3 | 2 |
45 |
No
|
Travel_Rarely
| 565 |
Hardware
| 32 | 1 |
Technical Degree
| 1 | 285 | 2 |
Female
| 135 | 3 | 1 |
Sales Representative
| 4 |
Divorced
| 30,298 | 696,854 | 5 |
Y
|
No
| 3 | 2 | 2 | 80 | 1 | 11 | 2 | 3 | 8 | 1 | 4 | 8 |
60 |
Yes
|
Non-Travel
| 1,207 |
Software
| 30 | 4 |
Other
| 1 | 286 | 2 |
Male
| 141 | 4 | 5 |
Sales Representative
| 4 |
Single
| 44,134 | 750,278 | 1 |
Y
|
No
| 22 | 2 | 3 | 80 | 1 | 18 | 2 | 3 | 15 | 11 | 10 | 11 |
33 |
No
|
Non-Travel
| 974 |
Hardware
| 4 | 3 |
Medical
| 1 | 287 | 3 |
Female
| 169 | 1 | 2 |
Sales Representative
| 3 |
Married
| 5,149 | 82,384 | 3 |
Y
|
No
| 29 | 2 | 3 | 80 | 1 | 34 | 6 | 4 | 33 | 25 | 23 | 6 |
26 |
No
|
Travel_Frequently
| 405 |
Support
| 29 | 4 |
Medical
| 1 | 288 | 3 |
Female
| 188 | 2 | 1 |
Research Scientist
| 1 |
Single
| 47,685 | 47,685 | 8 |
Y
|
Yes
| 31 | 2 | 1 | 80 | 2 | 19 | 2 | 3 | 14 | 5 | 3 | 1 |
49 |
Yes
|
Travel_Rarely
| 165 |
Human Resources
| 13 | 1 |
Life Sciences
| 1 | 289 | 1 |
Female
| 133 | 3 | 1 |
Developer
| 3 |
Divorced
| 48,882 | 439,938 | 7 |
Y
|
Yes
| 28 | 2 | 1 | 80 | 3 | 37 | 3 | 4 | 21 | 16 | 3 | 18 |
48 |
No
|
Travel_Frequently
| 1,427 |
Human Resources
| 16 | 4 |
Other
| 1 | 290 | 4 |
Male
| 101 | 3 | 2 |
Human Resources
| 4 |
Single
| 39,348 | 393,480 | 2 |
Y
|
No
| 22 | 3 | 2 | 80 | 1 | 4 | 5 | 4 | 2 | 1 | 1 | 1 |
30 |
Yes
|
Travel_Frequently
| 1,012 |
Hardware
| 33 | 4 |
Technical Degree
| 1 | 291 | 1 |
Female
| 93 | 3 | 2 |
Manager
| 2 |
Married
| 15,195 | 455,850 | 5 |
Y
|
No
| 16 | 3 | 1 | 80 | 1 | 19 | 4 | 2 | 12 | 11 | 12 | 5 |
54 |
Yes
|
Non-Travel
| 386 |
Support
| 26 | 5 |
Technical Degree
| 1 | 292 | 2 |
Female
| 192 | 3 | 3 |
Healthcare Representative
| 3 |
Divorced
| 30,213 | 604,260 | 1 |
Y
|
Yes
| 2 | 2 | 3 | 80 | 2 | 31 | 2 | 4 | 31 | 3 | 6 | 7 |
49 |
Yes
|
Non-Travel
| 241 |
Support
| 17 | 4 |
Human Resources
| 1 | 293 | 1 |
Male
| 172 | 1 | 1 |
Research Director
| 4 |
Married
| 12,256 | 281,888 | 2 |
Y
|
No
| 34 | 2 | 4 | 80 | 3 | 27 | 4 | 4 | 15 | 13 | 12 | 8 |
56 |
Yes
|
Travel_Rarely
| 811 |
Software
| 9 | 3 |
Medical
| 1 | 294 | 1 |
Female
| 105 | 4 | 5 |
Laboratory Technician
| 1 |
Divorced
| 15,685 | 78,425 | 2 |
Y
|
Yes
| 24 | 2 | 3 | 80 | 3 | 20 | 2 | 4 | 17 | 5 | 13 | 16 |
51 |
Yes
|
Travel_Frequently
| 436 |
Software
| 6 | 2 |
Other
| 1 | 295 | 4 |
Male
| 136 | 1 | 3 |
Sales Representative
| 3 |
Married
| 30,417 | 912,510 | 5 |
Y
|
Yes
| 44 | 3 | 2 | 80 | 2 | 37 | 3 | 1 | 3 | 2 | 2 | 2 |
30 |
Yes
|
Travel_Rarely
| 101 |
Human Resources
| 25 | 5 |
Marketing
| 1 | 296 | 3 |
Male
| 80 | 3 | 5 |
Sales Representative
| 1 |
Single
| 21,457 | 214,570 | 5 |
Y
|
No
| 5 | 1 | 1 | 80 | 3 | 10 | 4 | 3 | 10 | 10 | 1 | 2 |
47 |
No
|
Non-Travel
| 922 |
Human Resources
| 2 | 1 |
Medical
| 1 | 297 | 3 |
Female
| 58 | 3 | 4 |
Sales Representative
| 3 |
Married
| 2,926 | 81,928 | 6 |
Y
|
Yes
| 43 | 1 | 2 | 80 | 1 | 11 | 2 | 2 | 4 | 1 | 3 | 2 |
48 |
No
|
Non-Travel
| 1,465 |
Human Resources
| 31 | 3 |
Marketing
| 1 | 298 | 2 |
Female
| 68 | 3 | 5 |
Manager
| 4 |
Single
| 30,148 | 90,444 | 6 |
Y
|
No
| 35 | 2 | 2 | 80 | 3 | 5 | 4 | 1 | 1 | 1 | 1 | 1 |
57 |
Yes
|
Travel_Frequently
| 940 |
Research & Development
| 36 | 3 |
Human Resources
| 1 | 299 | 2 |
Male
| 130 | 2 | 1 |
Manufacturing Director
| 2 |
Single
| 48,092 | 1,250,392 | 7 |
Y
|
No
| 32 | 2 | 2 | 80 | 3 | 2 | 6 | 1 | 1 | 1 | 1 | 1 |
32 |
No
|
Travel_Frequently
| 521 |
Support
| 30 | 3 |
Other
| 1 | 300 | 3 |
Male
| 125 | 1 | 5 |
Laboratory Technician
| 4 |
Divorced
| 5,788 | 150,488 | 7 |
Y
|
No
| 11 | 2 | 4 | 80 | 1 | 25 | 5 | 4 | 15 | 9 | 4 | 15 |
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