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
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
44 | No | Travel_Rarely | 528 | Human Resources | 1 | 3 | Life Sciences | 1 | 1,683 | 3 | Female | 44 | 3 | 1 | Human Resources | 4 | Divorced | 3,195 | 4,167 | 4 | Y | Yes | 18 | 3 | 1 | 80 | 3 | 8 | 2 | 3 | 2 | 2 | 2 | 2 |
23 | Yes | Travel_Rarely | 1,320 | Research & Development | 8 | 1 | Medical | 1 | 1,684 | 4 | Male | 93 | 2 | 1 | Laboratory Technician | 3 | Single | 3,989 | 20,586 | 1 | Y | Yes | 11 | 3 | 1 | 80 | 0 | 5 | 2 | 3 | 5 | 4 | 1 | 2 |
38 | No | Travel_Rarely | 1,495 | Research & Development | 4 | 2 | Medical | 1 | 1,687 | 4 | Female | 87 | 3 | 1 | Laboratory Technician | 3 | Married | 3,306 | 26,176 | 7 | Y | No | 19 | 3 | 4 | 80 | 1 | 7 | 5 | 2 | 0 | 0 | 0 | 0 |
53 | No | Travel_Rarely | 1,395 | Research & Development | 24 | 4 | Medical | 1 | 1,689 | 2 | Male | 48 | 4 | 3 | Healthcare Representative | 4 | Married | 7,005 | 3,458 | 3 | Y | No | 15 | 3 | 3 | 80 | 0 | 11 | 2 | 3 | 4 | 3 | 1 | 2 |
48 | Yes | Travel_Frequently | 708 | Sales | 7 | 2 | Medical | 1 | 1,691 | 4 | Female | 95 | 3 | 1 | Sales Representative | 3 | Married | 2,655 | 11,740 | 2 | Y | Yes | 11 | 3 | 3 | 80 | 2 | 19 | 3 | 3 | 9 | 7 | 7 | 7 |
32 | Yes | Travel_Rarely | 1,259 | Research & Development | 2 | 4 | Life Sciences | 1 | 1,692 | 4 | Male | 95 | 3 | 1 | Laboratory Technician | 2 | Single | 1,393 | 24,852 | 1 | Y | No | 12 | 3 | 1 | 80 | 0 | 1 | 2 | 3 | 1 | 0 | 0 | 0 |
26 | No | Non-Travel | 786 | Research & Development | 7 | 3 | Medical | 1 | 1,693 | 4 | Male | 76 | 3 | 1 | Laboratory Technician | 4 | Single | 2,570 | 11,925 | 1 | Y | No | 20 | 4 | 3 | 80 | 0 | 7 | 5 | 3 | 7 | 7 | 5 | 7 |
55 | No | Travel_Rarely | 1,441 | Research & Development | 22 | 3 | Technical Degree | 1 | 1,694 | 1 | Male | 94 | 2 | 1 | Research Scientist | 2 | Divorced | 3,537 | 23,737 | 5 | Y | No | 12 | 3 | 4 | 80 | 1 | 8 | 1 | 3 | 4 | 2 | 1 | 2 |
34 | No | Travel_Rarely | 1,157 | Research & Development | 5 | 2 | Medical | 1 | 1,696 | 2 | Male | 57 | 2 | 2 | Laboratory Technician | 4 | Married | 3,986 | 11,912 | 1 | Y | No | 14 | 3 | 3 | 80 | 1 | 15 | 3 | 4 | 15 | 10 | 4 | 13 |
60 | No | Travel_Rarely | 370 | Research & Development | 1 | 4 | Medical | 1 | 1,697 | 3 | Male | 92 | 1 | 3 | Healthcare Representative | 4 | Divorced | 10,883 | 20,467 | 3 | Y | No | 20 | 4 | 3 | 80 | 1 | 19 | 2 | 4 | 1 | 0 | 0 | 0 |
33 | No | Travel_Rarely | 267 | Research & Development | 21 | 3 | Medical | 1 | 1,698 | 2 | Male | 79 | 4 | 1 | Laboratory Technician | 2 | Married | 2,028 | 13,637 | 1 | Y | No | 18 | 3 | 4 | 80 | 3 | 14 | 6 | 3 | 14 | 11 | 2 | 13 |
37 | No | Travel_Frequently | 1,278 | Sales | 1 | 4 | Medical | 1 | 1,700 | 3 | Male | 31 | 1 | 2 | Sales Executive | 4 | Divorced | 9,525 | 7,677 | 1 | Y | No | 14 | 3 | 3 | 80 | 2 | 6 | 2 | 2 | 6 | 3 | 1 | 3 |
34 | No | Travel_Rarely | 678 | Research & Development | 19 | 3 | Life Sciences | 1 | 1,701 | 2 | Female | 35 | 2 | 1 | Research Scientist | 4 | Married | 2,929 | 20,338 | 1 | Y | No | 12 | 3 | 2 | 80 | 0 | 10 | 3 | 3 | 10 | 9 | 8 | 7 |
23 | Yes | Travel_Rarely | 427 | Sales | 7 | 3 | Life Sciences | 1 | 1,702 | 3 | Male | 99 | 3 | 1 | Sales Representative | 4 | Divorced | 2,275 | 25,103 | 1 | Y | Yes | 21 | 4 | 2 | 80 | 1 | 3 | 2 | 3 | 3 | 2 | 0 | 2 |
44 | No | Travel_Rarely | 921 | Research & Development | 2 | 3 | Life Sciences | 1 | 1,703 | 3 | Female | 96 | 4 | 3 | Healthcare Representative | 4 | Married | 7,879 | 14,810 | 1 | Y | Yes | 19 | 3 | 2 | 80 | 1 | 9 | 2 | 3 | 8 | 7 | 6 | 7 |
35 | No | Travel_Frequently | 146 | Research & Development | 2 | 4 | Medical | 1 | 1,704 | 1 | Male | 79 | 2 | 1 | Research Scientist | 4 | Single | 4,930 | 13,970 | 0 | Y | Yes | 14 | 3 | 3 | 80 | 0 | 6 | 2 | 4 | 5 | 4 | 1 | 4 |
43 | No | Travel_Rarely | 1,179 | Sales | 2 | 3 | Medical | 1 | 1,706 | 4 | Male | 73 | 3 | 2 | Sales Executive | 4 | Married | 7,847 | 6,069 | 1 | Y | Yes | 17 | 3 | 1 | 80 | 1 | 10 | 3 | 3 | 10 | 9 | 8 | 8 |
24 | No | Travel_Rarely | 581 | Research & Development | 9 | 3 | Medical | 1 | 1,707 | 3 | Male | 62 | 4 | 1 | Research Scientist | 3 | Married | 4,401 | 17,616 | 1 | Y | No | 16 | 3 | 4 | 80 | 1 | 5 | 1 | 3 | 5 | 3 | 0 | 4 |
41 | No | Travel_Rarely | 918 | Sales | 6 | 3 | Marketing | 1 | 1,708 | 4 | Male | 35 | 3 | 3 | Sales Executive | 3 | Single | 9,241 | 15,869 | 1 | Y | No | 12 | 3 | 2 | 80 | 0 | 10 | 3 | 3 | 10 | 8 | 8 | 7 |
29 | No | Travel_Rarely | 1,082 | Research & Development | 9 | 4 | Medical | 1 | 1,709 | 4 | Female | 43 | 3 | 1 | Laboratory Technician | 3 | Married | 2,974 | 25,412 | 9 | Y | No | 17 | 3 | 3 | 80 | 1 | 9 | 2 | 3 | 5 | 3 | 1 | 2 |
36 | No | Travel_Rarely | 530 | Sales | 2 | 4 | Life Sciences | 1 | 1,710 | 3 | Female | 51 | 3 | 2 | Sales Representative | 4 | Single | 4,502 | 7,439 | 3 | Y | No | 15 | 3 | 3 | 80 | 0 | 17 | 2 | 2 | 13 | 7 | 6 | 7 |
45 | No | Non-Travel | 1,238 | Research & Development | 1 | 1 | Life Sciences | 1 | 1,712 | 3 | Male | 74 | 2 | 3 | Healthcare Representative | 3 | Married | 10,748 | 3,395 | 3 | Y | No | 23 | 4 | 4 | 80 | 1 | 25 | 3 | 2 | 23 | 15 | 14 | 4 |
24 | Yes | Travel_Rarely | 240 | Human Resources | 22 | 1 | Human Resources | 1 | 1,714 | 4 | Male | 58 | 1 | 1 | Human Resources | 3 | Married | 1,555 | 11,585 | 1 | Y | No | 11 | 3 | 3 | 80 | 1 | 1 | 2 | 3 | 1 | 0 | 0 | 0 |
47 | Yes | Travel_Frequently | 1,093 | Sales | 9 | 3 | Life Sciences | 1 | 1,716 | 3 | Male | 82 | 1 | 4 | Sales Executive | 3 | Married | 12,936 | 24,164 | 7 | Y | No | 11 | 3 | 3 | 80 | 0 | 25 | 3 | 1 | 23 | 5 | 14 | 10 |
26 | No | Travel_Rarely | 390 | Research & Development | 17 | 4 | Medical | 1 | 1,718 | 4 | Male | 62 | 1 | 1 | Laboratory Technician | 3 | Married | 2,305 | 6,217 | 1 | Y | No | 15 | 3 | 3 | 80 | 3 | 3 | 3 | 4 | 3 | 2 | 0 | 2 |
45 | No | Travel_Rarely | 1,005 | Research & Development | 28 | 2 | Technical Degree | 1 | 1,719 | 4 | Female | 48 | 2 | 4 | Research Director | 2 | Single | 16,704 | 17,119 | 1 | Y | No | 11 | 3 | 3 | 80 | 0 | 21 | 2 | 3 | 21 | 6 | 8 | 6 |
32 | No | Travel_Frequently | 585 | Research & Development | 10 | 3 | Life Sciences | 1 | 1,720 | 1 | Male | 56 | 3 | 1 | Research Scientist | 3 | Married | 3,433 | 17,360 | 6 | Y | No | 13 | 3 | 1 | 80 | 1 | 10 | 3 | 2 | 5 | 2 | 1 | 3 |
31 | No | Travel_Rarely | 741 | Research & Development | 2 | 4 | Life Sciences | 1 | 1,721 | 2 | Male | 69 | 3 | 1 | Laboratory Technician | 3 | Married | 3,477 | 18,103 | 1 | Y | No | 14 | 3 | 4 | 80 | 1 | 6 | 2 | 4 | 5 | 2 | 0 | 3 |
41 | No | Non-Travel | 552 | Human Resources | 4 | 3 | Human Resources | 1 | 1,722 | 3 | Male | 60 | 1 | 2 | Human Resources | 2 | Married | 6,430 | 20,794 | 6 | Y | No | 19 | 3 | 2 | 80 | 1 | 10 | 4 | 3 | 3 | 2 | 1 | 2 |
40 | No | Travel_Rarely | 369 | Research & Development | 8 | 2 | Life Sciences | 1 | 1,724 | 2 | Female | 92 | 3 | 2 | Manufacturing Director | 1 | Married | 6,516 | 5,041 | 2 | Y | Yes | 16 | 3 | 2 | 80 | 1 | 18 | 3 | 3 | 1 | 0 | 0 | 0 |
24 | No | Travel_Rarely | 506 | Research & Development | 29 | 1 | Medical | 1 | 1,725 | 2 | Male | 91 | 3 | 1 | Laboratory Technician | 1 | Divorced | 3,907 | 3,622 | 1 | Y | No | 13 | 3 | 2 | 80 | 3 | 6 | 2 | 4 | 6 | 2 | 1 | 2 |
46 | No | Travel_Rarely | 717 | Research & Development | 13 | 4 | Life Sciences | 1 | 1,727 | 3 | Male | 34 | 3 | 2 | Healthcare Representative | 2 | Single | 5,562 | 9,697 | 6 | Y | No | 14 | 3 | 4 | 80 | 0 | 19 | 3 | 3 | 10 | 7 | 0 | 9 |
35 | No | Travel_Rarely | 1,370 | Research & Development | 27 | 4 | Life Sciences | 1 | 1,728 | 4 | Male | 49 | 3 | 2 | Manufacturing Director | 3 | Married | 6,883 | 5,151 | 2 | Y | No | 16 | 3 | 2 | 80 | 1 | 17 | 3 | 3 | 7 | 7 | 0 | 7 |
30 | No | Travel_Rarely | 793 | Research & Development | 16 | 1 | Life Sciences | 1 | 1,729 | 2 | Male | 33 | 3 | 1 | Research Scientist | 4 | Married | 2,862 | 3,811 | 1 | Y | No | 12 | 3 | 2 | 80 | 1 | 10 | 2 | 2 | 10 | 0 | 0 | 8 |
47 | No | Non-Travel | 543 | Sales | 2 | 4 | Marketing | 1 | 1,731 | 3 | Male | 87 | 3 | 2 | Sales Executive | 2 | Married | 4,978 | 3,536 | 7 | Y | No | 11 | 3 | 4 | 80 | 1 | 4 | 3 | 1 | 1 | 0 | 0 | 0 |
46 | No | Travel_Rarely | 1,277 | Sales | 2 | 3 | Life Sciences | 1 | 1,732 | 3 | Male | 74 | 3 | 3 | Sales Executive | 4 | Divorced | 10,368 | 5,596 | 4 | Y | Yes | 12 | 3 | 2 | 80 | 1 | 13 | 5 | 2 | 10 | 6 | 0 | 3 |
36 | Yes | Travel_Rarely | 1,456 | Sales | 13 | 5 | Marketing | 1 | 1,733 | 2 | Male | 96 | 2 | 2 | Sales Executive | 1 | Divorced | 6,134 | 8,658 | 5 | Y | Yes | 13 | 3 | 2 | 80 | 3 | 16 | 3 | 3 | 2 | 2 | 2 | 2 |
32 | Yes | Travel_Rarely | 964 | Sales | 1 | 2 | Life Sciences | 1 | 1,734 | 1 | Male | 34 | 1 | 2 | Sales Executive | 2 | Single | 6,735 | 12,147 | 6 | Y | No | 15 | 3 | 2 | 80 | 0 | 10 | 2 | 3 | 0 | 0 | 0 | 0 |
23 | No | Travel_Rarely | 160 | Research & Development | 4 | 1 | Medical | 1 | 1,735 | 3 | Female | 51 | 3 | 1 | Laboratory Technician | 2 | Single | 3,295 | 12,862 | 1 | Y | No | 13 | 3 | 3 | 80 | 0 | 3 | 3 | 1 | 3 | 2 | 1 | 2 |
31 | No | Travel_Frequently | 163 | Research & Development | 24 | 1 | Technical Degree | 1 | 1,736 | 4 | Female | 30 | 3 | 2 | Manufacturing Director | 4 | Single | 5,238 | 6,670 | 2 | Y | No | 20 | 4 | 4 | 80 | 0 | 9 | 3 | 2 | 5 | 4 | 1 | 4 |
39 | No | Non-Travel | 792 | Research & Development | 1 | 3 | Life Sciences | 1 | 1,737 | 4 | Male | 77 | 3 | 2 | Laboratory Technician | 4 | Married | 6,472 | 8,989 | 1 | Y | Yes | 15 | 3 | 4 | 80 | 1 | 9 | 2 | 3 | 9 | 8 | 5 | 8 |
32 | No | Travel_Rarely | 371 | Sales | 19 | 3 | Life Sciences | 1 | 1,739 | 4 | Male | 80 | 1 | 3 | Sales Executive | 3 | Married | 9,610 | 3,840 | 3 | Y | No | 13 | 3 | 3 | 80 | 1 | 10 | 2 | 1 | 4 | 3 | 0 | 2 |
40 | No | Travel_Rarely | 611 | Sales | 7 | 4 | Medical | 1 | 1,740 | 2 | Male | 88 | 3 | 5 | Manager | 2 | Single | 19,833 | 4,349 | 1 | Y | No | 14 | 3 | 2 | 80 | 0 | 21 | 3 | 2 | 21 | 8 | 12 | 8 |
45 | No | Travel_Rarely | 176 | Human Resources | 4 | 3 | Life Sciences | 1 | 1,744 | 3 | Female | 56 | 1 | 3 | Human Resources | 3 | Married | 9,756 | 6,595 | 4 | Y | No | 21 | 4 | 3 | 80 | 2 | 9 | 2 | 4 | 5 | 0 | 0 | 3 |
30 | No | Travel_Frequently | 1,312 | Research & Development | 2 | 4 | Technical Degree | 1 | 1,745 | 4 | Female | 78 | 2 | 1 | Research Scientist | 1 | Single | 4,968 | 26,427 | 0 | Y | No | 16 | 3 | 4 | 80 | 0 | 10 | 2 | 3 | 9 | 7 | 0 | 7 |
24 | No | Travel_Frequently | 897 | Human Resources | 10 | 3 | Medical | 1 | 1,746 | 1 | Male | 59 | 3 | 1 | Human Resources | 4 | Married | 2,145 | 2,097 | 0 | Y | No | 14 | 3 | 4 | 80 | 1 | 3 | 2 | 3 | 2 | 2 | 2 | 1 |
30 | Yes | Travel_Frequently | 600 | Human Resources | 8 | 3 | Human Resources | 1 | 1,747 | 3 | Female | 66 | 2 | 1 | Human Resources | 4 | Divorced | 2,180 | 9,732 | 6 | Y | No | 11 | 3 | 3 | 80 | 1 | 6 | 0 | 2 | 4 | 2 | 1 | 2 |
31 | No | Travel_Rarely | 1,003 | Sales | 5 | 3 | Technical Degree | 1 | 1,749 | 1 | Male | 51 | 3 | 2 | Sales Executive | 3 | Married | 8,346 | 20,943 | 1 | Y | No | 19 | 3 | 3 | 80 | 1 | 6 | 3 | 3 | 5 | 2 | 0 | 2 |
27 | No | Travel_Rarely | 1,054 | Research & Development | 8 | 3 | Medical | 1 | 1,751 | 3 | Female | 67 | 3 | 1 | Research Scientist | 4 | Single | 3,445 | 6,152 | 1 | Y | No | 11 | 3 | 3 | 80 | 0 | 6 | 5 | 2 | 6 | 2 | 1 | 4 |
29 | Yes | Travel_Rarely | 428 | Sales | 9 | 3 | Marketing | 1 | 1,752 | 2 | Female | 52 | 1 | 1 | Sales Representative | 2 | Single | 2,760 | 14,630 | 1 | Y | No | 13 | 3 | 3 | 80 | 0 | 2 | 3 | 3 | 2 | 2 | 2 | 2 |
29 | No | Travel_Frequently | 461 | Research & Development | 1 | 3 | Life Sciences | 1 | 1,753 | 4 | Male | 70 | 4 | 2 | Healthcare Representative | 3 | Single | 6,294 | 23,060 | 8 | Y | Yes | 12 | 3 | 4 | 80 | 0 | 10 | 5 | 4 | 3 | 2 | 0 | 2 |
30 | No | Travel_Rarely | 979 | Sales | 15 | 2 | Marketing | 1 | 1,754 | 3 | Male | 94 | 2 | 3 | Sales Executive | 1 | Divorced | 7,140 | 3,088 | 2 | Y | No | 11 | 3 | 1 | 80 | 1 | 12 | 2 | 3 | 7 | 7 | 1 | 7 |
34 | No | Travel_Rarely | 181 | Research & Development | 2 | 4 | Medical | 1 | 1,755 | 4 | Male | 97 | 4 | 1 | Research Scientist | 4 | Married | 2,932 | 5,586 | 0 | Y | Yes | 14 | 3 | 1 | 80 | 3 | 6 | 3 | 3 | 5 | 0 | 1 | 2 |
33 | No | Non-Travel | 1,283 | Sales | 2 | 3 | Marketing | 1 | 1,756 | 4 | Female | 62 | 3 | 2 | Sales Executive | 2 | Single | 5,147 | 10,697 | 8 | Y | No | 15 | 3 | 4 | 80 | 0 | 13 | 2 | 2 | 11 | 7 | 1 | 7 |
49 | No | Travel_Rarely | 1,313 | Sales | 11 | 4 | Marketing | 1 | 1,757 | 4 | Female | 80 | 3 | 2 | Sales Executive | 4 | Single | 4,507 | 8,191 | 3 | Y | No | 12 | 3 | 3 | 80 | 0 | 8 | 1 | 4 | 5 | 1 | 0 | 4 |
33 | Yes | Travel_Rarely | 211 | Sales | 16 | 3 | Life Sciences | 1 | 1,758 | 1 | Female | 74 | 3 | 3 | Sales Executive | 1 | Single | 8,564 | 10,092 | 2 | Y | Yes | 20 | 4 | 3 | 80 | 0 | 11 | 2 | 2 | 0 | 0 | 0 | 0 |
38 | No | Travel_Frequently | 594 | Research & Development | 2 | 2 | Medical | 1 | 1,760 | 3 | Female | 75 | 2 | 1 | Laboratory Technician | 2 | Married | 2,468 | 15,963 | 4 | Y | No | 14 | 3 | 2 | 80 | 1 | 9 | 4 | 2 | 6 | 1 | 0 | 5 |
31 | Yes | Travel_Rarely | 1,079 | Sales | 16 | 4 | Marketing | 1 | 1,761 | 1 | Male | 70 | 3 | 3 | Sales Executive | 3 | Married | 8,161 | 19,002 | 2 | Y | No | 13 | 3 | 1 | 80 | 3 | 10 | 2 | 3 | 1 | 0 | 0 | 0 |
29 | No | Travel_Rarely | 590 | Research & Development | 4 | 3 | Technical Degree | 1 | 1,762 | 4 | Female | 91 | 2 | 1 | Research Scientist | 1 | Divorced | 2,109 | 10,007 | 1 | Y | No | 13 | 3 | 3 | 80 | 1 | 1 | 2 | 3 | 1 | 0 | 0 | 0 |
30 | No | Travel_Rarely | 305 | Research & Development | 16 | 3 | Life Sciences | 1 | 1,763 | 3 | Male | 58 | 4 | 2 | Healthcare Representative | 3 | Married | 5,294 | 9,128 | 3 | Y | No | 16 | 3 | 3 | 80 | 1 | 10 | 3 | 3 | 7 | 0 | 1 | 7 |
32 | No | Non-Travel | 953 | Research & Development | 5 | 4 | Technical Degree | 1 | 1,764 | 2 | Male | 65 | 3 | 1 | Research Scientist | 2 | Single | 2,718 | 17,674 | 2 | Y | No | 14 | 3 | 2 | 80 | 0 | 12 | 3 | 3 | 7 | 7 | 0 | 7 |
38 | No | Travel_Rarely | 833 | Research & Development | 18 | 3 | Medical | 1 | 1,766 | 2 | Male | 60 | 1 | 2 | Healthcare Representative | 4 | Married | 5,811 | 24,539 | 3 | Y | Yes | 16 | 3 | 3 | 80 | 1 | 15 | 2 | 3 | 1 | 0 | 1 | 0 |
43 | Yes | Travel_Frequently | 807 | Research & Development | 17 | 3 | Technical Degree | 1 | 1,767 | 3 | Male | 38 | 2 | 1 | Research Scientist | 3 | Married | 2,437 | 15,587 | 9 | Y | Yes | 16 | 3 | 4 | 80 | 1 | 6 | 4 | 3 | 1 | 0 | 0 | 0 |
42 | No | Travel_Rarely | 855 | Research & Development | 12 | 3 | Medical | 1 | 1,768 | 2 | Male | 57 | 3 | 1 | Laboratory Technician | 2 | Divorced | 2,766 | 8,952 | 8 | Y | No | 22 | 4 | 2 | 80 | 3 | 7 | 6 | 2 | 5 | 3 | 0 | 4 |
55 | No | Travel_Rarely | 478 | Research & Development | 2 | 3 | Medical | 1 | 1,770 | 3 | Male | 60 | 2 | 5 | Research Director | 1 | Married | 19,038 | 19,805 | 8 | Y | No | 12 | 3 | 2 | 80 | 3 | 34 | 2 | 3 | 1 | 0 | 0 | 0 |
33 | No | Non-Travel | 775 | Research & Development | 4 | 3 | Technical Degree | 1 | 1,771 | 4 | Male | 90 | 3 | 2 | Research Scientist | 2 | Divorced | 3,055 | 6,194 | 5 | Y | No | 15 | 3 | 4 | 80 | 2 | 11 | 2 | 2 | 9 | 8 | 1 | 7 |
41 | No | Travel_Rarely | 548 | Research & Development | 9 | 4 | Life Sciences | 1 | 1,772 | 3 | Male | 94 | 3 | 1 | Laboratory Technician | 1 | Divorced | 2,289 | 20,520 | 1 | Y | No | 20 | 4 | 2 | 80 | 2 | 5 | 2 | 3 | 5 | 3 | 0 | 4 |
34 | No | Non-Travel | 1,375 | Sales | 10 | 3 | Life Sciences | 1 | 1,774 | 4 | Male | 87 | 3 | 2 | Sales Executive | 3 | Divorced | 4,001 | 12,313 | 1 | Y | Yes | 14 | 3 | 3 | 80 | 1 | 15 | 3 | 3 | 15 | 14 | 0 | 7 |
53 | No | Non-Travel | 661 | Research & Development | 1 | 4 | Medical | 1 | 1,775 | 1 | Female | 60 | 2 | 4 | Manufacturing Director | 3 | Married | 12,965 | 22,308 | 4 | Y | Yes | 20 | 4 | 4 | 80 | 3 | 27 | 2 | 2 | 3 | 2 | 0 | 2 |
43 | No | Travel_Rarely | 244 | Human Resources | 2 | 3 | Life Sciences | 1 | 1,778 | 2 | Male | 97 | 3 | 1 | Human Resources | 4 | Single | 3,539 | 5,033 | 0 | Y | No | 13 | 3 | 2 | 80 | 0 | 10 | 5 | 3 | 9 | 7 | 1 | 8 |
34 | No | Travel_Rarely | 511 | Sales | 3 | 2 | Life Sciences | 1 | 1,779 | 4 | Female | 32 | 1 | 2 | Sales Executive | 4 | Single | 6,029 | 25,353 | 5 | Y | No | 12 | 3 | 1 | 80 | 0 | 6 | 3 | 3 | 2 | 2 | 2 | 2 |
21 | Yes | Travel_Rarely | 337 | Sales | 7 | 1 | Marketing | 1 | 1,780 | 2 | Male | 31 | 3 | 1 | Sales Representative | 2 | Single | 2,679 | 4,567 | 1 | Y | No | 13 | 3 | 2 | 80 | 0 | 1 | 3 | 3 | 1 | 0 | 1 | 0 |
38 | No | Travel_Rarely | 1,153 | Research & Development | 6 | 2 | Other | 1 | 1,782 | 4 | Female | 40 | 2 | 1 | Laboratory Technician | 3 | Married | 3,702 | 16,376 | 1 | Y | No | 11 | 3 | 2 | 80 | 1 | 5 | 3 | 3 | 5 | 4 | 0 | 4 |
22 | Yes | Travel_Rarely | 1,294 | Research & Development | 8 | 1 | Medical | 1 | 1,783 | 3 | Female | 79 | 3 | 1 | Laboratory Technician | 1 | Married | 2,398 | 15,999 | 1 | Y | Yes | 17 | 3 | 3 | 80 | 0 | 1 | 6 | 3 | 1 | 0 | 0 | 0 |
31 | No | Travel_Rarely | 196 | Sales | 29 | 4 | Marketing | 1 | 1,784 | 1 | Female | 91 | 2 | 2 | Sales Executive | 4 | Married | 5,468 | 13,402 | 1 | Y | No | 14 | 3 | 1 | 80 | 2 | 13 | 3 | 3 | 12 | 7 | 5 | 7 |
51 | No | Travel_Rarely | 942 | Research & Development | 3 | 3 | Technical Degree | 1 | 1,786 | 1 | Female | 53 | 3 | 3 | Manager | 3 | Married | 13,116 | 22,984 | 2 | Y | No | 11 | 3 | 4 | 80 | 0 | 15 | 2 | 3 | 2 | 2 | 2 | 2 |
37 | No | Travel_Rarely | 589 | Sales | 9 | 2 | Marketing | 1 | 1,787 | 2 | Male | 46 | 2 | 2 | Sales Executive | 2 | Married | 4,189 | 8,800 | 1 | Y | No | 14 | 3 | 1 | 80 | 2 | 5 | 2 | 3 | 5 | 2 | 0 | 3 |
46 | No | Travel_Rarely | 734 | Research & Development | 2 | 4 | Medical | 1 | 1,789 | 3 | Male | 46 | 3 | 5 | Research Director | 4 | Divorced | 19,328 | 14,218 | 7 | Y | Yes | 17 | 3 | 3 | 80 | 1 | 24 | 3 | 3 | 2 | 1 | 2 | 2 |
36 | No | Travel_Rarely | 1,383 | Research & Development | 10 | 3 | Life Sciences | 1 | 1,790 | 4 | Male | 90 | 3 | 3 | Healthcare Representative | 1 | Married | 8,321 | 25,949 | 7 | Y | Yes | 13 | 3 | 4 | 80 | 1 | 15 | 1 | 3 | 12 | 8 | 5 | 7 |
44 | Yes | Travel_Frequently | 429 | Research & Development | 1 | 2 | Medical | 1 | 1,792 | 3 | Male | 99 | 3 | 1 | Research Scientist | 2 | Divorced | 2,342 | 11,092 | 1 | Y | Yes | 12 | 3 | 3 | 80 | 3 | 6 | 2 | 2 | 5 | 3 | 2 | 3 |
37 | No | Travel_Rarely | 1,239 | Human Resources | 8 | 2 | Other | 1 | 1,794 | 3 | Male | 89 | 3 | 2 | Human Resources | 2 | Divorced | 4,071 | 12,832 | 2 | Y | No | 13 | 3 | 3 | 80 | 0 | 19 | 4 | 2 | 10 | 0 | 4 | 7 |
35 | Yes | Travel_Rarely | 303 | Sales | 27 | 3 | Life Sciences | 1 | 1,797 | 3 | Male | 84 | 3 | 2 | Sales Executive | 4 | Single | 5,813 | 13,492 | 1 | Y | Yes | 18 | 3 | 4 | 80 | 0 | 10 | 2 | 3 | 10 | 7 | 7 | 7 |
33 | No | Travel_Rarely | 867 | Research & Development | 8 | 4 | Life Sciences | 1 | 1,798 | 4 | Male | 90 | 4 | 1 | Research Scientist | 1 | Married | 3,143 | 6,076 | 6 | Y | No | 19 | 3 | 2 | 80 | 1 | 14 | 1 | 3 | 10 | 8 | 7 | 6 |
28 | No | Travel_Rarely | 1,181 | Research & Development | 1 | 3 | Life Sciences | 1 | 1,799 | 3 | Male | 82 | 3 | 1 | Research Scientist | 4 | Married | 2,044 | 5,531 | 1 | Y | No | 11 | 3 | 3 | 80 | 1 | 5 | 6 | 4 | 5 | 3 | 0 | 3 |
39 | No | Travel_Rarely | 1,253 | Research & Development | 10 | 1 | Medical | 1 | 1,800 | 3 | Male | 65 | 3 | 3 | Research Director | 3 | Single | 13,464 | 7,914 | 7 | Y | No | 21 | 4 | 3 | 80 | 0 | 9 | 3 | 3 | 4 | 3 | 2 | 2 |
46 | No | Non-Travel | 849 | Sales | 26 | 2 | Life Sciences | 1 | 1,801 | 2 | Male | 98 | 2 | 2 | Sales Executive | 2 | Single | 7,991 | 25,166 | 8 | Y | No | 15 | 3 | 3 | 80 | 0 | 6 | 3 | 3 | 2 | 2 | 2 | 2 |
40 | No | Travel_Rarely | 616 | Research & Development | 2 | 2 | Life Sciences | 1 | 1,802 | 3 | Female | 99 | 3 | 1 | Laboratory Technician | 1 | Married | 3,377 | 25,605 | 4 | Y | No | 17 | 3 | 4 | 80 | 1 | 7 | 5 | 2 | 4 | 3 | 0 | 2 |
42 | No | Travel_Rarely | 1,128 | Research & Development | 13 | 3 | Medical | 1 | 1,803 | 2 | Male | 95 | 4 | 2 | Healthcare Representative | 1 | Married | 5,538 | 5,696 | 5 | Y | No | 18 | 3 | 3 | 80 | 2 | 10 | 2 | 2 | 0 | 0 | 0 | 0 |
35 | No | Non-Travel | 1,180 | Research & Development | 2 | 2 | Medical | 1 | 1,804 | 2 | Male | 90 | 3 | 2 | Manufacturing Director | 4 | Divorced | 5,762 | 24,442 | 2 | Y | No | 14 | 3 | 3 | 80 | 1 | 15 | 6 | 3 | 7 | 7 | 1 | 7 |
38 | No | Non-Travel | 1,336 | Human Resources | 2 | 3 | Human Resources | 1 | 1,805 | 1 | Male | 100 | 3 | 1 | Human Resources | 2 | Divorced | 2,592 | 7,129 | 5 | Y | No | 13 | 3 | 4 | 80 | 3 | 13 | 3 | 3 | 11 | 10 | 3 | 8 |
34 | Yes | Travel_Frequently | 234 | Research & Development | 9 | 4 | Life Sciences | 1 | 1,807 | 4 | Male | 93 | 3 | 2 | Laboratory Technician | 1 | Married | 5,346 | 6,208 | 4 | Y | No | 17 | 3 | 3 | 80 | 1 | 11 | 3 | 2 | 7 | 1 | 0 | 7 |
37 | Yes | Travel_Rarely | 370 | Research & Development | 10 | 4 | Medical | 1 | 1,809 | 4 | Male | 58 | 3 | 2 | Manufacturing Director | 1 | Single | 4,213 | 4,992 | 1 | Y | No | 15 | 3 | 2 | 80 | 0 | 10 | 4 | 1 | 10 | 3 | 0 | 8 |
39 | No | Travel_Frequently | 766 | Sales | 20 | 3 | Life Sciences | 1 | 1,812 | 3 | Male | 83 | 3 | 2 | Sales Executive | 4 | Divorced | 4,127 | 19,188 | 2 | Y | No | 18 | 3 | 4 | 80 | 1 | 7 | 6 | 3 | 2 | 1 | 2 | 2 |
43 | No | Non-Travel | 343 | Research & Development | 9 | 3 | Life Sciences | 1 | 1,813 | 1 | Male | 52 | 3 | 1 | Research Scientist | 3 | Single | 2,438 | 24,978 | 4 | Y | No | 13 | 3 | 3 | 80 | 0 | 7 | 2 | 2 | 3 | 2 | 1 | 2 |
41 | No | Travel_Rarely | 447 | Research & Development | 5 | 3 | Life Sciences | 1 | 1,814 | 2 | Male | 85 | 4 | 2 | Healthcare Representative | 2 | Single | 6,870 | 15,530 | 3 | Y | No | 12 | 3 | 1 | 80 | 0 | 11 | 3 | 1 | 3 | 2 | 1 | 2 |
41 | No | Travel_Rarely | 796 | Sales | 4 | 1 | Marketing | 1 | 1,815 | 3 | Female | 81 | 3 | 3 | Sales Executive | 3 | Divorced | 10,447 | 26,458 | 0 | Y | Yes | 13 | 3 | 4 | 80 | 1 | 23 | 3 | 4 | 22 | 14 | 13 | 5 |
30 | No | Travel_Rarely | 1,092 | Research & Development | 10 | 3 | Medical | 1 | 1,816 | 1 | Female | 64 | 3 | 3 | Manufacturing Director | 3 | Single | 9,667 | 2,739 | 9 | Y | No | 14 | 3 | 2 | 80 | 0 | 9 | 3 | 3 | 7 | 7 | 0 | 2 |
26 | Yes | Travel_Rarely | 920 | Human Resources | 20 | 2 | Medical | 1 | 1,818 | 4 | Female | 69 | 3 | 1 | Human Resources | 2 | Married | 2,148 | 6,889 | 0 | Y | Yes | 11 | 3 | 3 | 80 | 0 | 6 | 3 | 3 | 5 | 1 | 1 | 4 |
46 | Yes | Travel_Rarely | 261 | Research & Development | 21 | 2 | Medical | 1 | 1,821 | 4 | Female | 66 | 3 | 2 | Healthcare Representative | 2 | Married | 8,926 | 10,842 | 4 | Y | No | 22 | 4 | 4 | 80 | 1 | 13 | 2 | 4 | 9 | 7 | 3 | 7 |
40 | No | Travel_Rarely | 1,194 | Research & Development | 1 | 3 | Life Sciences | 1 | 1,822 | 3 | Female | 52 | 3 | 2 | Healthcare Representative | 4 | Divorced | 6,513 | 9,060 | 4 | Y | No | 17 | 3 | 4 | 80 | 1 | 12 | 3 | 3 | 5 | 3 | 0 | 3 |