Age
int64 18
60
| Attrition
stringclasses 2
values | BusinessTravel
stringclasses 3
values | DailyRate
int64 102
1.5k
| Department
stringclasses 3
values | DistanceFromHome
int64 1
29
| Education
int64 1
5
| EducationField
stringclasses 6
values | EmployeeCount
int64 1
1
| EmployeeNumber
int64 1
2.07k
| EnvironmentSatisfaction
int64 1
4
| Gender
stringclasses 2
values | HourlyRate
int64 30
100
| JobInvolvement
int64 1
4
| JobLevel
int64 1
5
| JobRole
stringclasses 9
values | JobSatisfaction
int64 1
4
| MaritalStatus
stringclasses 3
values | MonthlyIncome
int64 1.01k
20k
| MonthlyRate
int64 2.09k
27k
| NumCompaniesWorked
int64 0
9
| Over18
stringclasses 1
value | OverTime
stringclasses 2
values | PercentSalaryHike
int64 11
25
| PerformanceRating
int64 3
4
| RelationshipSatisfaction
int64 1
4
| StandardHours
int64 80
80
| StockOptionLevel
int64 0
3
| TotalWorkingYears
int64 0
40
| TrainingTimesLastYear
int64 0
6
| WorkLifeBalance
int64 1
4
| YearsAtCompany
int64 0
40
| YearsInCurrentRole
int64 0
18
| YearsSinceLastPromotion
int64 0
15
| YearsWithCurrManager
int64 0
17
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
27 | No | Travel_Frequently | 472 | Research & Development | 1 | 1 | Technical Degree | 1 | 274 | 3 | Male | 60 | 2 | 2 | Manufacturing Director | 1 | Married | 4,298 | 9,679 | 5 | Y | No | 19 | 3 | 3 | 80 | 1 | 6 | 1 | 3 | 2 | 2 | 2 | 0 |
49 | No | Non-Travel | 1,002 | Research & Development | 18 | 4 | Life Sciences | 1 | 275 | 4 | Male | 92 | 3 | 2 | Manufacturing Director | 4 | Divorced | 6,804 | 23,793 | 1 | Y | Yes | 15 | 3 | 1 | 80 | 2 | 7 | 0 | 3 | 7 | 7 | 1 | 7 |
34 | No | Travel_Frequently | 878 | Research & Development | 10 | 4 | Medical | 1 | 277 | 4 | Male | 43 | 3 | 1 | Research Scientist | 3 | Divorced | 3,815 | 5,972 | 1 | Y | Yes | 17 | 3 | 4 | 80 | 1 | 5 | 4 | 4 | 5 | 3 | 2 | 0 |
40 | No | Travel_Rarely | 905 | Research & Development | 19 | 2 | Medical | 1 | 281 | 3 | Male | 99 | 3 | 2 | Laboratory Technician | 4 | Married | 2,741 | 16,523 | 8 | Y | Yes | 15 | 3 | 3 | 80 | 1 | 15 | 2 | 4 | 7 | 2 | 3 | 7 |
38 | Yes | Travel_Rarely | 1,180 | Research & Development | 29 | 1 | Medical | 1 | 282 | 2 | Male | 70 | 3 | 2 | Healthcare Representative | 1 | Married | 6,673 | 11,354 | 7 | Y | Yes | 19 | 3 | 2 | 80 | 0 | 17 | 2 | 3 | 1 | 0 | 0 | 0 |
29 | Yes | Travel_Rarely | 121 | Sales | 27 | 3 | Marketing | 1 | 283 | 2 | Female | 35 | 3 | 3 | Sales Executive | 4 | Married | 7,639 | 24,525 | 1 | Y | No | 22 | 4 | 4 | 80 | 3 | 10 | 3 | 2 | 10 | 4 | 1 | 9 |
22 | No | Travel_Rarely | 1,136 | Research & Development | 5 | 3 | Life Sciences | 1 | 284 | 4 | Male | 60 | 4 | 1 | Research Scientist | 2 | Divorced | 2,328 | 12,392 | 1 | Y | Yes | 16 | 3 | 1 | 80 | 1 | 4 | 2 | 2 | 4 | 2 | 2 | 2 |
36 | No | Travel_Frequently | 635 | Research & Development | 18 | 1 | Medical | 1 | 286 | 2 | Female | 73 | 3 | 1 | Laboratory Technician | 4 | Single | 2,153 | 7,703 | 1 | Y | No | 13 | 3 | 1 | 80 | 0 | 8 | 2 | 3 | 8 | 1 | 1 | 7 |
40 | No | Non-Travel | 1,151 | Research & Development | 9 | 5 | Life Sciences | 1 | 287 | 4 | Male | 63 | 2 | 2 | Healthcare Representative | 4 | Married | 4,876 | 14,242 | 9 | Y | No | 14 | 3 | 4 | 80 | 1 | 5 | 5 | 1 | 3 | 2 | 0 | 2 |
46 | No | Travel_Rarely | 644 | Research & Development | 1 | 4 | Medical | 1 | 288 | 4 | Male | 97 | 3 | 3 | Healthcare Representative | 1 | Divorced | 9,396 | 12,368 | 7 | Y | No | 16 | 3 | 3 | 80 | 1 | 17 | 3 | 3 | 4 | 2 | 0 | 3 |
32 | Yes | Travel_Rarely | 1,045 | Sales | 4 | 4 | Medical | 1 | 291 | 4 | Male | 32 | 1 | 3 | Sales Executive | 4 | Married | 10,400 | 25,812 | 1 | Y | No | 11 | 3 | 3 | 80 | 0 | 14 | 2 | 2 | 14 | 8 | 9 | 8 |
30 | No | Non-Travel | 829 | Research & Development | 1 | 1 | Life Sciences | 1 | 292 | 3 | Male | 88 | 2 | 3 | Manufacturing Director | 3 | Single | 8,474 | 20,925 | 1 | Y | No | 22 | 4 | 3 | 80 | 0 | 12 | 2 | 3 | 11 | 8 | 5 | 8 |
27 | No | Travel_Frequently | 1,242 | Sales | 20 | 3 | Life Sciences | 1 | 293 | 4 | Female | 90 | 3 | 2 | Sales Executive | 3 | Single | 9,981 | 12,916 | 1 | Y | No | 14 | 3 | 4 | 80 | 0 | 7 | 2 | 3 | 7 | 7 | 0 | 7 |
51 | No | Travel_Rarely | 1,469 | Research & Development | 8 | 4 | Life Sciences | 1 | 296 | 2 | Male | 81 | 2 | 3 | Research Director | 2 | Married | 12,490 | 15,736 | 5 | Y | No | 16 | 3 | 4 | 80 | 2 | 16 | 5 | 1 | 10 | 9 | 4 | 7 |
30 | Yes | Travel_Rarely | 1,005 | Research & Development | 3 | 3 | Technical Degree | 1 | 297 | 4 | Female | 88 | 3 | 1 | Research Scientist | 1 | Single | 2,657 | 8,556 | 5 | Y | Yes | 11 | 3 | 3 | 80 | 0 | 8 | 5 | 3 | 5 | 2 | 0 | 4 |
41 | No | Travel_Rarely | 896 | Sales | 6 | 3 | Life Sciences | 1 | 298 | 4 | Female | 75 | 3 | 3 | Manager | 4 | Single | 13,591 | 14,674 | 3 | Y | Yes | 18 | 3 | 3 | 80 | 0 | 16 | 3 | 3 | 1 | 0 | 0 | 0 |
30 | Yes | Travel_Frequently | 334 | Sales | 26 | 4 | Marketing | 1 | 299 | 3 | Female | 52 | 2 | 2 | Sales Executive | 1 | Single | 6,696 | 22,967 | 5 | Y | No | 15 | 3 | 3 | 80 | 0 | 9 | 5 | 2 | 6 | 3 | 0 | 1 |
29 | Yes | Travel_Rarely | 992 | Research & Development | 1 | 3 | Technical Degree | 1 | 300 | 3 | Male | 85 | 3 | 1 | Research Scientist | 3 | Single | 2,058 | 19,757 | 0 | Y | No | 14 | 3 | 4 | 80 | 0 | 7 | 1 | 2 | 6 | 2 | 1 | 5 |
45 | No | Non-Travel | 1,052 | Sales | 6 | 3 | Medical | 1 | 302 | 4 | Female | 57 | 2 | 3 | Sales Executive | 4 | Single | 8,865 | 16,840 | 6 | Y | No | 12 | 3 | 4 | 80 | 0 | 23 | 2 | 3 | 19 | 7 | 12 | 8 |
54 | No | Travel_Rarely | 1,147 | Sales | 3 | 3 | Marketing | 1 | 303 | 4 | Female | 52 | 3 | 2 | Sales Executive | 1 | Married | 5,940 | 17,011 | 2 | Y | No | 14 | 3 | 4 | 80 | 1 | 16 | 4 | 3 | 6 | 2 | 0 | 5 |
36 | No | Travel_Rarely | 1,396 | Research & Development | 5 | 2 | Life Sciences | 1 | 304 | 4 | Male | 62 | 3 | 2 | Laboratory Technician | 2 | Single | 5,914 | 9,945 | 8 | Y | No | 16 | 3 | 4 | 80 | 0 | 16 | 3 | 4 | 13 | 11 | 3 | 7 |
33 | No | Travel_Rarely | 147 | Research & Development | 4 | 4 | Medical | 1 | 305 | 3 | Female | 47 | 2 | 1 | Research Scientist | 2 | Married | 2,622 | 13,248 | 6 | Y | No | 21 | 4 | 4 | 80 | 0 | 7 | 3 | 3 | 3 | 2 | 1 | 1 |
37 | No | Travel_Frequently | 663 | Research & Development | 11 | 3 | Other | 1 | 306 | 2 | Male | 47 | 3 | 3 | Research Director | 4 | Divorced | 12,185 | 10,056 | 1 | Y | Yes | 14 | 3 | 3 | 80 | 3 | 10 | 1 | 3 | 10 | 8 | 0 | 7 |
38 | No | Travel_Rarely | 119 | Sales | 3 | 3 | Life Sciences | 1 | 307 | 1 | Male | 76 | 3 | 3 | Sales Executive | 3 | Divorced | 10,609 | 9,647 | 0 | Y | No | 12 | 3 | 3 | 80 | 2 | 17 | 6 | 2 | 16 | 10 | 5 | 13 |
31 | No | Non-Travel | 979 | Research & Development | 1 | 4 | Medical | 1 | 308 | 3 | Male | 90 | 1 | 2 | Manufacturing Director | 3 | Married | 4,345 | 4,381 | 0 | Y | No | 12 | 3 | 4 | 80 | 1 | 6 | 2 | 3 | 5 | 4 | 1 | 4 |
59 | No | Travel_Rarely | 142 | Research & Development | 3 | 3 | Life Sciences | 1 | 309 | 3 | Male | 70 | 2 | 1 | Research Scientist | 4 | Married | 2,177 | 8,456 | 3 | Y | No | 17 | 3 | 1 | 80 | 1 | 7 | 6 | 3 | 1 | 0 | 0 | 0 |
37 | No | Travel_Frequently | 319 | Sales | 4 | 4 | Marketing | 1 | 311 | 1 | Male | 41 | 3 | 1 | Sales Representative | 4 | Divorced | 2,793 | 2,539 | 4 | Y | No | 17 | 3 | 3 | 80 | 1 | 13 | 2 | 3 | 9 | 8 | 5 | 8 |
29 | No | Travel_Frequently | 1,413 | Sales | 1 | 1 | Medical | 1 | 312 | 2 | Female | 42 | 3 | 3 | Sales Executive | 4 | Married | 7,918 | 6,599 | 1 | Y | No | 14 | 3 | 4 | 80 | 1 | 11 | 5 | 3 | 11 | 10 | 4 | 1 |
35 | No | Travel_Frequently | 944 | Sales | 1 | 3 | Marketing | 1 | 314 | 3 | Female | 92 | 3 | 3 | Sales Executive | 3 | Single | 8,789 | 9,096 | 1 | Y | No | 14 | 3 | 1 | 80 | 0 | 10 | 3 | 4 | 10 | 7 | 0 | 8 |
29 | Yes | Travel_Rarely | 896 | Research & Development | 18 | 1 | Medical | 1 | 315 | 3 | Male | 86 | 2 | 1 | Research Scientist | 4 | Single | 2,389 | 14,961 | 1 | Y | Yes | 13 | 3 | 3 | 80 | 0 | 4 | 3 | 2 | 4 | 3 | 0 | 1 |
52 | No | Travel_Rarely | 1,323 | Research & Development | 2 | 3 | Life Sciences | 1 | 316 | 3 | Female | 89 | 2 | 1 | Laboratory Technician | 4 | Single | 3,212 | 3,300 | 7 | Y | No | 15 | 3 | 2 | 80 | 0 | 6 | 3 | 2 | 2 | 2 | 2 | 2 |
42 | No | Travel_Rarely | 532 | Research & Development | 4 | 2 | Technical Degree | 1 | 319 | 3 | Male | 58 | 3 | 5 | Manager | 4 | Married | 19,232 | 4,933 | 1 | Y | No | 11 | 3 | 4 | 80 | 0 | 22 | 3 | 3 | 22 | 17 | 11 | 15 |
59 | No | Travel_Rarely | 818 | Human Resources | 6 | 2 | Medical | 1 | 321 | 2 | Male | 52 | 3 | 1 | Human Resources | 3 | Married | 2,267 | 25,657 | 8 | Y | No | 17 | 3 | 4 | 80 | 0 | 7 | 2 | 2 | 2 | 2 | 2 | 2 |
50 | No | Travel_Rarely | 854 | Sales | 1 | 4 | Medical | 1 | 323 | 4 | Female | 68 | 3 | 5 | Manager | 4 | Divorced | 19,517 | 24,118 | 3 | Y | No | 11 | 3 | 3 | 80 | 1 | 32 | 3 | 2 | 7 | 0 | 0 | 6 |
33 | Yes | Travel_Rarely | 813 | Research & Development | 14 | 3 | Medical | 1 | 325 | 3 | Male | 58 | 3 | 1 | Laboratory Technician | 4 | Married | 2,436 | 22,149 | 5 | Y | Yes | 13 | 3 | 3 | 80 | 1 | 8 | 2 | 1 | 5 | 4 | 0 | 4 |
43 | No | Travel_Rarely | 1,034 | Sales | 16 | 3 | Marketing | 1 | 327 | 4 | Female | 80 | 3 | 4 | Manager | 4 | Married | 16,064 | 7,744 | 5 | Y | Yes | 22 | 4 | 3 | 80 | 1 | 22 | 3 | 3 | 17 | 13 | 1 | 9 |
33 | Yes | Travel_Rarely | 465 | Research & Development | 2 | 2 | Life Sciences | 1 | 328 | 1 | Female | 39 | 3 | 1 | Laboratory Technician | 1 | Married | 2,707 | 21,509 | 7 | Y | No | 20 | 4 | 1 | 80 | 0 | 13 | 3 | 4 | 9 | 7 | 1 | 7 |
52 | No | Non-Travel | 771 | Sales | 2 | 4 | Life Sciences | 1 | 329 | 1 | Male | 79 | 2 | 5 | Manager | 3 | Single | 19,068 | 21,030 | 1 | Y | Yes | 18 | 3 | 4 | 80 | 0 | 33 | 2 | 4 | 33 | 7 | 15 | 12 |
32 | No | Travel_Rarely | 1,401 | Sales | 4 | 2 | Life Sciences | 1 | 330 | 3 | Female | 56 | 3 | 1 | Sales Representative | 2 | Married | 3,931 | 20,990 | 2 | Y | No | 11 | 3 | 1 | 80 | 1 | 6 | 5 | 3 | 4 | 3 | 1 | 2 |
32 | Yes | Travel_Rarely | 515 | Research & Development | 1 | 3 | Life Sciences | 1 | 331 | 4 | Male | 62 | 2 | 1 | Laboratory Technician | 3 | Single | 3,730 | 9,571 | 0 | Y | Yes | 14 | 3 | 4 | 80 | 0 | 4 | 2 | 1 | 3 | 2 | 1 | 2 |
39 | No | Travel_Rarely | 1,431 | Research & Development | 1 | 4 | Medical | 1 | 332 | 3 | Female | 96 | 3 | 1 | Laboratory Technician | 3 | Divorced | 2,232 | 15,417 | 7 | Y | No | 14 | 3 | 3 | 80 | 3 | 7 | 1 | 3 | 3 | 2 | 1 | 2 |
32 | No | Non-Travel | 976 | Sales | 26 | 4 | Marketing | 1 | 333 | 3 | Male | 100 | 3 | 2 | Sales Executive | 4 | Married | 4,465 | 12,069 | 0 | Y | No | 18 | 3 | 1 | 80 | 0 | 4 | 2 | 3 | 3 | 2 | 2 | 2 |
41 | No | Travel_Rarely | 1,411 | Research & Development | 19 | 2 | Life Sciences | 1 | 334 | 3 | Male | 36 | 3 | 2 | Research Scientist | 1 | Divorced | 3,072 | 19,877 | 2 | Y | No | 16 | 3 | 1 | 80 | 2 | 17 | 2 | 2 | 1 | 0 | 0 | 0 |
40 | No | Travel_Rarely | 1,300 | Research & Development | 24 | 2 | Technical Degree | 1 | 335 | 1 | Male | 62 | 3 | 2 | Research Scientist | 4 | Divorced | 3,319 | 24,447 | 1 | Y | No | 17 | 3 | 1 | 80 | 2 | 9 | 3 | 3 | 9 | 8 | 4 | 7 |
45 | No | Travel_Rarely | 252 | Research & Development | 1 | 3 | Other | 1 | 336 | 3 | Male | 70 | 4 | 5 | Manager | 4 | Married | 19,202 | 15,970 | 0 | Y | No | 11 | 3 | 3 | 80 | 1 | 25 | 2 | 3 | 24 | 0 | 1 | 7 |
31 | No | Travel_Frequently | 1,327 | Research & Development | 3 | 4 | Medical | 1 | 337 | 2 | Male | 73 | 3 | 3 | Research Director | 3 | Divorced | 13,675 | 13,523 | 9 | Y | No | 12 | 3 | 1 | 80 | 1 | 9 | 3 | 3 | 2 | 2 | 2 | 2 |
33 | No | Travel_Rarely | 832 | Research & Development | 5 | 4 | Life Sciences | 1 | 338 | 3 | Female | 63 | 2 | 1 | Research Scientist | 4 | Married | 2,911 | 14,776 | 1 | Y | No | 13 | 3 | 3 | 80 | 1 | 2 | 2 | 2 | 2 | 2 | 0 | 2 |
34 | No | Travel_Rarely | 470 | Research & Development | 2 | 4 | Life Sciences | 1 | 339 | 4 | Male | 84 | 2 | 2 | Manufacturing Director | 1 | Married | 5,957 | 23,687 | 6 | Y | No | 13 | 3 | 2 | 80 | 1 | 13 | 3 | 3 | 11 | 9 | 5 | 9 |
37 | No | Travel_Rarely | 1,017 | Research & Development | 1 | 2 | Medical | 1 | 340 | 3 | Female | 83 | 2 | 1 | Research Scientist | 1 | Married | 3,920 | 18,697 | 2 | Y | No | 14 | 3 | 1 | 80 | 1 | 17 | 2 | 2 | 3 | 1 | 0 | 2 |
45 | No | Travel_Frequently | 1,199 | Research & Development | 7 | 4 | Life Sciences | 1 | 341 | 1 | Male | 77 | 4 | 2 | Manufacturing Director | 3 | Married | 6,434 | 5,118 | 4 | Y | No | 17 | 3 | 4 | 80 | 1 | 9 | 1 | 3 | 3 | 2 | 0 | 2 |
37 | Yes | Travel_Frequently | 504 | Research & Development | 10 | 3 | Medical | 1 | 342 | 1 | Male | 61 | 3 | 3 | Manufacturing Director | 3 | Divorced | 10,048 | 22,573 | 6 | Y | No | 11 | 3 | 2 | 80 | 2 | 17 | 5 | 3 | 1 | 0 | 0 | 0 |
39 | No | Travel_Frequently | 505 | Research & Development | 2 | 4 | Technical Degree | 1 | 343 | 3 | Female | 64 | 3 | 3 | Healthcare Representative | 3 | Single | 10,938 | 6,420 | 0 | Y | No | 25 | 4 | 4 | 80 | 0 | 20 | 1 | 3 | 19 | 6 | 11 | 8 |
29 | No | Travel_Rarely | 665 | Research & Development | 15 | 3 | Life Sciences | 1 | 346 | 3 | Male | 60 | 3 | 1 | Research Scientist | 4 | Single | 2,340 | 22,673 | 1 | Y | No | 19 | 3 | 1 | 80 | 0 | 6 | 1 | 3 | 6 | 5 | 1 | 5 |
42 | No | Travel_Rarely | 916 | Research & Development | 17 | 2 | Life Sciences | 1 | 347 | 4 | Female | 82 | 4 | 2 | Research Scientist | 1 | Single | 6,545 | 23,016 | 3 | Y | Yes | 13 | 3 | 3 | 80 | 0 | 10 | 1 | 3 | 3 | 2 | 0 | 2 |
29 | No | Travel_Rarely | 1,247 | Sales | 20 | 2 | Marketing | 1 | 349 | 4 | Male | 45 | 3 | 2 | Sales Executive | 4 | Divorced | 6,931 | 10,732 | 2 | Y | No | 14 | 3 | 4 | 80 | 1 | 10 | 2 | 3 | 3 | 2 | 0 | 2 |
25 | No | Travel_Rarely | 685 | Research & Development | 1 | 3 | Life Sciences | 1 | 350 | 1 | Female | 62 | 3 | 2 | Manufacturing Director | 3 | Married | 4,898 | 7,505 | 0 | Y | No | 12 | 3 | 4 | 80 | 2 | 5 | 3 | 3 | 4 | 2 | 1 | 2 |
42 | No | Travel_Rarely | 269 | Research & Development | 2 | 3 | Medical | 1 | 351 | 4 | Female | 56 | 2 | 1 | Laboratory Technician | 1 | Divorced | 2,593 | 8,007 | 0 | Y | Yes | 11 | 3 | 3 | 80 | 1 | 10 | 4 | 3 | 9 | 6 | 7 | 8 |
40 | No | Travel_Rarely | 1,416 | Research & Development | 2 | 2 | Medical | 1 | 352 | 1 | Male | 49 | 3 | 5 | Research Director | 3 | Divorced | 19,436 | 5,949 | 0 | Y | No | 19 | 3 | 4 | 80 | 1 | 22 | 5 | 3 | 21 | 7 | 3 | 9 |
51 | No | Travel_Rarely | 833 | Research & Development | 1 | 3 | Life Sciences | 1 | 353 | 3 | Male | 96 | 3 | 1 | Research Scientist | 4 | Married | 2,723 | 23,231 | 1 | Y | No | 11 | 3 | 2 | 80 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 0 |
31 | Yes | Travel_Frequently | 307 | Research & Development | 29 | 2 | Medical | 1 | 355 | 3 | Male | 71 | 2 | 1 | Laboratory Technician | 2 | Single | 3,479 | 11,652 | 0 | Y | No | 11 | 3 | 2 | 80 | 0 | 6 | 2 | 4 | 5 | 4 | 1 | 4 |
32 | No | Travel_Frequently | 1,311 | Research & Development | 7 | 3 | Life Sciences | 1 | 359 | 2 | Male | 100 | 4 | 1 | Laboratory Technician | 2 | Married | 2,794 | 26,062 | 1 | Y | No | 20 | 4 | 3 | 80 | 0 | 5 | 3 | 1 | 5 | 1 | 0 | 3 |
38 | No | Non-Travel | 1,327 | Sales | 2 | 2 | Life Sciences | 1 | 361 | 4 | Male | 39 | 2 | 2 | Sales Executive | 4 | Married | 5,249 | 19,682 | 3 | Y | No | 18 | 3 | 4 | 80 | 1 | 13 | 0 | 3 | 8 | 7 | 7 | 5 |
32 | No | Travel_Rarely | 128 | Research & Development | 2 | 1 | Technical Degree | 1 | 362 | 4 | Male | 84 | 2 | 2 | Laboratory Technician | 1 | Single | 2,176 | 19,737 | 4 | Y | No | 13 | 3 | 4 | 80 | 0 | 9 | 5 | 3 | 6 | 2 | 0 | 4 |
46 | No | Travel_Rarely | 488 | Sales | 2 | 3 | Technical Degree | 1 | 363 | 3 | Female | 75 | 1 | 4 | Manager | 2 | Married | 16,872 | 14,977 | 3 | Y | Yes | 12 | 3 | 2 | 80 | 1 | 28 | 2 | 2 | 7 | 7 | 7 | 7 |
28 | Yes | Travel_Rarely | 529 | Research & Development | 2 | 4 | Life Sciences | 1 | 364 | 1 | Male | 79 | 3 | 1 | Laboratory Technician | 3 | Single | 3,485 | 14,935 | 2 | Y | No | 11 | 3 | 3 | 80 | 0 | 5 | 5 | 1 | 0 | 0 | 0 | 0 |
29 | No | Travel_Rarely | 1,210 | Sales | 2 | 3 | Medical | 1 | 366 | 1 | Male | 78 | 2 | 2 | Sales Executive | 2 | Married | 6,644 | 3,687 | 2 | Y | No | 19 | 3 | 2 | 80 | 2 | 10 | 2 | 3 | 0 | 0 | 0 | 0 |
31 | No | Travel_Rarely | 1,463 | Research & Development | 23 | 3 | Medical | 1 | 367 | 2 | Male | 64 | 2 | 2 | Healthcare Representative | 4 | Married | 5,582 | 14,408 | 0 | Y | No | 21 | 4 | 2 | 80 | 1 | 10 | 2 | 3 | 9 | 0 | 7 | 8 |
25 | No | Non-Travel | 675 | Research & Development | 5 | 2 | Life Sciences | 1 | 369 | 2 | Male | 85 | 4 | 2 | Healthcare Representative | 1 | Divorced | 4,000 | 18,384 | 1 | Y | No | 12 | 3 | 4 | 80 | 2 | 6 | 2 | 3 | 6 | 3 | 1 | 5 |
45 | No | Travel_Rarely | 1,385 | Research & Development | 20 | 2 | Medical | 1 | 372 | 3 | Male | 79 | 3 | 4 | Healthcare Representative | 4 | Married | 13,496 | 7,501 | 0 | Y | Yes | 14 | 3 | 2 | 80 | 0 | 21 | 2 | 3 | 20 | 7 | 4 | 10 |
36 | No | Travel_Rarely | 1,403 | Research & Development | 6 | 3 | Life Sciences | 1 | 373 | 4 | Male | 47 | 3 | 1 | Laboratory Technician | 4 | Married | 3,210 | 20,251 | 0 | Y | No | 11 | 3 | 3 | 80 | 1 | 16 | 4 | 3 | 15 | 13 | 10 | 11 |
55 | No | Travel_Rarely | 452 | Research & Development | 1 | 3 | Medical | 1 | 374 | 4 | Male | 81 | 3 | 5 | Manager | 1 | Single | 19,045 | 18,938 | 0 | Y | Yes | 14 | 3 | 3 | 80 | 0 | 37 | 2 | 3 | 36 | 10 | 4 | 13 |
47 | Yes | Non-Travel | 666 | Research & Development | 29 | 4 | Life Sciences | 1 | 376 | 1 | Male | 88 | 3 | 3 | Manager | 2 | Married | 11,849 | 10,268 | 1 | Y | Yes | 12 | 3 | 4 | 80 | 1 | 10 | 2 | 2 | 10 | 7 | 9 | 9 |
28 | No | Travel_Rarely | 1,158 | Research & Development | 9 | 3 | Medical | 1 | 377 | 4 | Male | 94 | 3 | 1 | Research Scientist | 4 | Married | 2,070 | 2,613 | 1 | Y | No | 23 | 4 | 4 | 80 | 1 | 5 | 3 | 2 | 5 | 2 | 0 | 4 |
37 | No | Travel_Rarely | 228 | Sales | 6 | 4 | Medical | 1 | 378 | 3 | Male | 98 | 3 | 2 | Sales Executive | 4 | Married | 6,502 | 22,825 | 4 | Y | No | 14 | 3 | 2 | 80 | 1 | 7 | 5 | 4 | 5 | 4 | 0 | 1 |
21 | No | Travel_Rarely | 996 | Research & Development | 3 | 2 | Medical | 1 | 379 | 4 | Male | 100 | 2 | 1 | Research Scientist | 3 | Single | 3,230 | 10,531 | 1 | Y | No | 17 | 3 | 1 | 80 | 0 | 3 | 4 | 4 | 3 | 2 | 1 | 0 |
37 | No | Non-Travel | 728 | Research & Development | 1 | 4 | Medical | 1 | 380 | 1 | Female | 80 | 3 | 3 | Research Director | 4 | Divorced | 13,603 | 11,677 | 2 | Y | Yes | 18 | 3 | 1 | 80 | 2 | 15 | 2 | 3 | 5 | 2 | 0 | 2 |
35 | No | Travel_Rarely | 1,315 | Research & Development | 22 | 3 | Life Sciences | 1 | 381 | 2 | Female | 71 | 4 | 3 | Manager | 2 | Divorced | 11,996 | 19,100 | 7 | Y | No | 18 | 3 | 2 | 80 | 1 | 10 | 6 | 2 | 7 | 7 | 6 | 2 |
38 | No | Travel_Rarely | 322 | Sales | 7 | 2 | Medical | 1 | 382 | 1 | Female | 44 | 4 | 2 | Sales Executive | 1 | Divorced | 5,605 | 19,191 | 1 | Y | Yes | 24 | 4 | 3 | 80 | 1 | 8 | 3 | 3 | 8 | 0 | 7 | 7 |
26 | No | Travel_Frequently | 1,479 | Research & Development | 1 | 3 | Life Sciences | 1 | 384 | 3 | Female | 84 | 3 | 2 | Manufacturing Director | 2 | Divorced | 6,397 | 26,767 | 1 | Y | No | 20 | 4 | 1 | 80 | 1 | 6 | 6 | 1 | 6 | 5 | 1 | 4 |
50 | No | Travel_Rarely | 797 | Research & Development | 4 | 1 | Life Sciences | 1 | 385 | 1 | Male | 96 | 3 | 5 | Research Director | 2 | Divorced | 19,144 | 15,815 | 3 | Y | No | 14 | 3 | 1 | 80 | 2 | 28 | 4 | 2 | 10 | 4 | 1 | 6 |
53 | No | Travel_Rarely | 1,070 | Research & Development | 3 | 4 | Medical | 1 | 386 | 3 | Male | 45 | 3 | 4 | Research Director | 3 | Married | 17,584 | 21,016 | 3 | Y | Yes | 16 | 3 | 4 | 80 | 3 | 21 | 5 | 2 | 5 | 3 | 1 | 3 |
42 | No | Travel_Rarely | 635 | Sales | 1 | 1 | Life Sciences | 1 | 387 | 2 | Male | 99 | 3 | 2 | Sales Executive | 3 | Married | 4,907 | 24,532 | 1 | Y | No | 25 | 4 | 3 | 80 | 0 | 20 | 3 | 3 | 20 | 16 | 11 | 6 |
29 | No | Travel_Frequently | 442 | Sales | 2 | 2 | Life Sciences | 1 | 388 | 2 | Male | 44 | 3 | 2 | Sales Executive | 4 | Single | 4,554 | 20,260 | 1 | Y | No | 18 | 3 | 1 | 80 | 0 | 10 | 3 | 2 | 10 | 7 | 0 | 9 |
55 | No | Travel_Rarely | 147 | Research & Development | 20 | 2 | Technical Degree | 1 | 389 | 2 | Male | 37 | 3 | 2 | Laboratory Technician | 4 | Married | 5,415 | 15,972 | 3 | Y | Yes | 19 | 3 | 4 | 80 | 1 | 12 | 4 | 3 | 10 | 7 | 0 | 8 |
26 | No | Travel_Frequently | 496 | Research & Development | 11 | 2 | Medical | 1 | 390 | 1 | Male | 60 | 3 | 2 | Healthcare Representative | 1 | Married | 4,741 | 22,722 | 1 | Y | Yes | 13 | 3 | 3 | 80 | 1 | 5 | 3 | 3 | 5 | 3 | 3 | 3 |
37 | No | Travel_Rarely | 1,372 | Research & Development | 1 | 3 | Life Sciences | 1 | 391 | 4 | Female | 42 | 3 | 1 | Research Scientist | 4 | Single | 2,115 | 15,881 | 1 | Y | No | 12 | 3 | 2 | 80 | 0 | 17 | 3 | 3 | 17 | 12 | 5 | 7 |
44 | Yes | Travel_Frequently | 920 | Research & Development | 24 | 3 | Life Sciences | 1 | 392 | 4 | Male | 43 | 3 | 1 | Laboratory Technician | 3 | Divorced | 3,161 | 19,920 | 3 | Y | Yes | 22 | 4 | 4 | 80 | 1 | 19 | 0 | 1 | 1 | 0 | 0 | 0 |
38 | No | Travel_Rarely | 688 | Research & Development | 23 | 4 | Life Sciences | 1 | 393 | 4 | Male | 82 | 3 | 2 | Healthcare Representative | 4 | Divorced | 5,745 | 18,899 | 9 | Y | No | 14 | 3 | 2 | 80 | 1 | 10 | 2 | 3 | 2 | 2 | 1 | 2 |
26 | Yes | Travel_Rarely | 1,449 | Research & Development | 16 | 4 | Medical | 1 | 394 | 1 | Male | 45 | 3 | 1 | Laboratory Technician | 2 | Divorced | 2,373 | 14,180 | 2 | Y | Yes | 13 | 3 | 4 | 80 | 1 | 5 | 2 | 3 | 3 | 2 | 0 | 2 |
28 | No | Travel_Rarely | 1,117 | Research & Development | 8 | 2 | Life Sciences | 1 | 395 | 4 | Female | 66 | 3 | 1 | Research Scientist | 4 | Single | 3,310 | 4,488 | 1 | Y | No | 21 | 4 | 4 | 80 | 0 | 5 | 3 | 3 | 5 | 3 | 0 | 2 |
49 | No | Travel_Frequently | 636 | Research & Development | 10 | 4 | Life Sciences | 1 | 396 | 3 | Female | 35 | 3 | 5 | Research Director | 1 | Single | 18,665 | 25,594 | 9 | Y | Yes | 11 | 3 | 4 | 80 | 0 | 22 | 4 | 3 | 3 | 2 | 1 | 2 |
36 | No | Travel_Rarely | 506 | Research & Development | 3 | 3 | Technical Degree | 1 | 397 | 3 | Male | 30 | 3 | 2 | Research Scientist | 2 | Single | 4,485 | 26,285 | 4 | Y | No | 12 | 3 | 4 | 80 | 0 | 10 | 2 | 3 | 8 | 0 | 7 | 7 |
31 | No | Travel_Frequently | 444 | Sales | 5 | 3 | Marketing | 1 | 399 | 4 | Female | 84 | 3 | 1 | Sales Representative | 2 | Divorced | 2,789 | 3,909 | 1 | Y | No | 11 | 3 | 3 | 80 | 1 | 2 | 5 | 2 | 2 | 2 | 2 | 2 |
26 | Yes | Travel_Rarely | 950 | Sales | 4 | 4 | Marketing | 1 | 401 | 4 | Male | 48 | 2 | 2 | Sales Executive | 4 | Single | 5,828 | 8,450 | 1 | Y | Yes | 12 | 3 | 2 | 80 | 0 | 8 | 0 | 3 | 8 | 7 | 7 | 4 |
37 | No | Travel_Frequently | 889 | Research & Development | 9 | 3 | Medical | 1 | 403 | 2 | Male | 53 | 3 | 1 | Research Scientist | 4 | Married | 2,326 | 11,411 | 1 | Y | Yes | 12 | 3 | 3 | 80 | 3 | 4 | 3 | 2 | 4 | 2 | 1 | 2 |
42 | No | Travel_Frequently | 555 | Sales | 26 | 3 | Marketing | 1 | 404 | 3 | Female | 77 | 3 | 4 | Sales Executive | 2 | Married | 13,525 | 14,864 | 5 | Y | No | 14 | 3 | 4 | 80 | 1 | 23 | 2 | 4 | 20 | 4 | 4 | 8 |
18 | Yes | Travel_Rarely | 230 | Research & Development | 3 | 3 | Life Sciences | 1 | 405 | 3 | Male | 54 | 3 | 1 | Laboratory Technician | 3 | Single | 1,420 | 25,233 | 1 | Y | No | 13 | 3 | 3 | 80 | 0 | 0 | 2 | 3 | 0 | 0 | 0 | 0 |
35 | No | Travel_Rarely | 1,232 | Sales | 16 | 3 | Marketing | 1 | 406 | 3 | Male | 96 | 3 | 3 | Sales Executive | 2 | Married | 8,020 | 5,100 | 0 | Y | No | 15 | 3 | 3 | 80 | 2 | 12 | 3 | 2 | 11 | 9 | 6 | 9 |
36 | No | Travel_Frequently | 566 | Research & Development | 18 | 4 | Life Sciences | 1 | 407 | 3 | Male | 81 | 4 | 1 | Laboratory Technician | 4 | Married | 3,688 | 7,122 | 4 | Y | No | 18 | 3 | 4 | 80 | 2 | 4 | 2 | 3 | 1 | 0 | 0 | 0 |
51 | No | Travel_Rarely | 1,302 | Research & Development | 2 | 3 | Medical | 1 | 408 | 4 | Male | 84 | 1 | 2 | Manufacturing Director | 2 | Divorced | 5,482 | 16,321 | 5 | Y | No | 18 | 3 | 4 | 80 | 1 | 13 | 3 | 3 | 4 | 1 | 1 | 2 |