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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
39 | No | Travel_Frequently | 1,218 | Research & Development | 1 | 1 | Life Sciences | 1 | 531 | 2 | Male | 52 | 3 | 5 | Manager | 3 | Divorced | 19,197 | 8,213 | 1 | Y | Yes | 14 | 3 | 3 | 80 | 1 | 21 | 3 | 3 | 21 | 8 | 1 | 6 |
56 | No | Travel_Frequently | 906 | Sales | 6 | 3 | Life Sciences | 1 | 532 | 3 | Female | 86 | 4 | 4 | Sales Executive | 1 | Married | 13,212 | 18,256 | 9 | Y | No | 11 | 3 | 4 | 80 | 3 | 36 | 0 | 2 | 7 | 7 | 7 | 7 |
30 | No | Travel_Rarely | 1,082 | Sales | 12 | 3 | Technical Degree | 1 | 533 | 2 | Female | 83 | 3 | 2 | Sales Executive | 3 | Single | 6,577 | 19,558 | 0 | Y | No | 11 | 3 | 2 | 80 | 0 | 6 | 6 | 3 | 5 | 4 | 4 | 4 |
41 | No | Travel_Rarely | 645 | Sales | 1 | 3 | Marketing | 1 | 534 | 2 | Male | 49 | 4 | 3 | Sales Executive | 1 | Married | 8,392 | 19,566 | 1 | Y | No | 16 | 3 | 3 | 80 | 1 | 10 | 2 | 3 | 10 | 7 | 0 | 7 |
28 | No | Travel_Rarely | 1,300 | Research & Development | 17 | 2 | Medical | 1 | 536 | 3 | Male | 79 | 3 | 2 | Laboratory Technician | 1 | Divorced | 4,558 | 13,535 | 1 | Y | No | 12 | 3 | 4 | 80 | 1 | 10 | 2 | 3 | 10 | 0 | 1 | 8 |
25 | Yes | Travel_Rarely | 688 | Research & Development | 3 | 3 | Medical | 1 | 538 | 1 | Male | 91 | 3 | 1 | Laboratory Technician | 1 | Married | 4,031 | 9,396 | 5 | Y | No | 13 | 3 | 3 | 80 | 1 | 6 | 5 | 3 | 2 | 2 | 0 | 2 |
52 | No | Travel_Rarely | 319 | Research & Development | 3 | 3 | Medical | 1 | 543 | 4 | Male | 39 | 2 | 3 | Manufacturing Director | 3 | Married | 7,969 | 19,609 | 2 | Y | Yes | 14 | 3 | 3 | 80 | 0 | 28 | 4 | 3 | 5 | 4 | 0 | 4 |
45 | No | Travel_Rarely | 192 | Research & Development | 10 | 2 | Life Sciences | 1 | 544 | 1 | Male | 69 | 3 | 1 | Research Scientist | 4 | Married | 2,654 | 9,655 | 3 | Y | No | 21 | 4 | 4 | 80 | 2 | 8 | 3 | 2 | 2 | 2 | 0 | 2 |
52 | No | Travel_Rarely | 1,490 | Research & Development | 4 | 2 | Life Sciences | 1 | 546 | 4 | Female | 30 | 3 | 4 | Manager | 4 | Married | 16,555 | 10,310 | 2 | Y | No | 13 | 3 | 4 | 80 | 0 | 31 | 2 | 1 | 5 | 2 | 1 | 4 |
42 | No | Travel_Frequently | 532 | Research & Development | 29 | 2 | Life Sciences | 1 | 547 | 1 | Female | 92 | 3 | 2 | Research Scientist | 3 | Divorced | 4,556 | 12,932 | 2 | Y | No | 11 | 3 | 2 | 80 | 1 | 19 | 3 | 3 | 5 | 4 | 0 | 2 |
30 | No | Travel_Rarely | 317 | Research & Development | 2 | 3 | Life Sciences | 1 | 548 | 3 | Female | 43 | 1 | 2 | Manufacturing Director | 4 | Single | 6,091 | 24,793 | 2 | Y | No | 20 | 4 | 3 | 80 | 0 | 11 | 2 | 3 | 5 | 4 | 0 | 2 |
60 | No | Travel_Rarely | 422 | Research & Development | 7 | 3 | Life Sciences | 1 | 549 | 1 | Female | 41 | 3 | 5 | Manager | 1 | Married | 19,566 | 3,854 | 5 | Y | No | 11 | 3 | 4 | 80 | 0 | 33 | 5 | 1 | 29 | 8 | 11 | 10 |
46 | No | Travel_Rarely | 1,485 | Research & Development | 18 | 3 | Medical | 1 | 550 | 3 | Female | 87 | 3 | 2 | Manufacturing Director | 3 | Divorced | 4,810 | 26,314 | 2 | Y | No | 14 | 3 | 3 | 80 | 1 | 19 | 5 | 2 | 10 | 7 | 0 | 8 |
42 | No | Travel_Frequently | 1,368 | Research & Development | 28 | 4 | Technical Degree | 1 | 551 | 4 | Female | 88 | 2 | 2 | Healthcare Representative | 4 | Married | 4,523 | 4,386 | 0 | Y | No | 11 | 3 | 4 | 80 | 3 | 7 | 4 | 4 | 6 | 5 | 0 | 4 |
24 | Yes | Travel_Rarely | 1,448 | Sales | 1 | 1 | Technical Degree | 1 | 554 | 1 | Female | 62 | 3 | 1 | Sales Representative | 2 | Single | 3,202 | 21,972 | 1 | Y | Yes | 16 | 3 | 2 | 80 | 0 | 6 | 4 | 3 | 5 | 3 | 1 | 4 |
34 | Yes | Travel_Frequently | 296 | Sales | 6 | 2 | Marketing | 1 | 555 | 4 | Female | 33 | 1 | 1 | Sales Representative | 3 | Divorced | 2,351 | 12,253 | 0 | Y | No | 16 | 3 | 4 | 80 | 1 | 3 | 3 | 2 | 2 | 2 | 1 | 0 |
38 | No | Travel_Frequently | 1,490 | Research & Development | 2 | 2 | Life Sciences | 1 | 556 | 4 | Male | 42 | 3 | 1 | Laboratory Technician | 4 | Married | 1,702 | 12,106 | 1 | Y | Yes | 23 | 4 | 3 | 80 | 1 | 1 | 3 | 3 | 1 | 0 | 0 | 0 |
40 | No | Travel_Rarely | 1,398 | Sales | 2 | 4 | Life Sciences | 1 | 558 | 3 | Female | 79 | 3 | 5 | Manager | 3 | Married | 18,041 | 13,022 | 0 | Y | No | 14 | 3 | 4 | 80 | 0 | 21 | 2 | 3 | 20 | 15 | 1 | 12 |
26 | No | Travel_Rarely | 1,349 | Research & Development | 23 | 3 | Life Sciences | 1 | 560 | 1 | Female | 90 | 3 | 1 | Research Scientist | 4 | Divorced | 2,886 | 3,032 | 1 | Y | No | 22 | 4 | 2 | 80 | 2 | 3 | 3 | 1 | 3 | 2 | 0 | 2 |
30 | No | Non-Travel | 1,400 | Research & Development | 3 | 3 | Life Sciences | 1 | 562 | 3 | Male | 53 | 3 | 1 | Laboratory Technician | 4 | Married | 2,097 | 16,734 | 4 | Y | No | 15 | 3 | 3 | 80 | 1 | 9 | 3 | 1 | 5 | 3 | 1 | 4 |
29 | No | Travel_Rarely | 986 | Research & Development | 3 | 4 | Medical | 1 | 564 | 2 | Male | 93 | 2 | 3 | Research Director | 3 | Married | 11,935 | 21,526 | 1 | Y | No | 18 | 3 | 3 | 80 | 0 | 10 | 2 | 3 | 10 | 2 | 0 | 7 |
29 | Yes | Travel_Rarely | 408 | Research & Development | 25 | 5 | Technical Degree | 1 | 565 | 3 | Female | 71 | 2 | 1 | Research Scientist | 2 | Married | 2,546 | 18,300 | 5 | Y | No | 16 | 3 | 2 | 80 | 0 | 6 | 2 | 4 | 2 | 2 | 1 | 1 |
19 | Yes | Travel_Rarely | 489 | Human Resources | 2 | 2 | Technical Degree | 1 | 566 | 1 | Male | 52 | 2 | 1 | Human Resources | 4 | Single | 2,564 | 18,437 | 1 | Y | No | 12 | 3 | 3 | 80 | 0 | 1 | 3 | 4 | 1 | 0 | 0 | 0 |
30 | No | Non-Travel | 1,398 | Sales | 22 | 4 | Other | 1 | 567 | 3 | Female | 69 | 3 | 3 | Sales Executive | 1 | Married | 8,412 | 2,890 | 0 | Y | No | 11 | 3 | 3 | 80 | 0 | 10 | 3 | 3 | 9 | 8 | 7 | 8 |
57 | No | Travel_Rarely | 210 | Sales | 29 | 3 | Marketing | 1 | 568 | 1 | Male | 56 | 2 | 4 | Manager | 4 | Divorced | 14,118 | 22,102 | 3 | Y | No | 12 | 3 | 3 | 80 | 1 | 32 | 3 | 2 | 1 | 0 | 0 | 0 |
50 | No | Travel_Rarely | 1,099 | Research & Development | 29 | 4 | Life Sciences | 1 | 569 | 2 | Male | 88 | 2 | 4 | Manager | 3 | Married | 17,046 | 9,314 | 0 | Y | No | 15 | 3 | 2 | 80 | 1 | 28 | 2 | 3 | 27 | 10 | 15 | 7 |
30 | No | Non-Travel | 1,116 | Research & Development | 2 | 3 | Medical | 1 | 571 | 3 | Female | 49 | 3 | 1 | Laboratory Technician | 4 | Single | 2,564 | 7,181 | 0 | Y | No | 14 | 3 | 3 | 80 | 0 | 12 | 2 | 2 | 11 | 7 | 6 | 7 |
60 | No | Travel_Frequently | 1,499 | Sales | 28 | 3 | Marketing | 1 | 573 | 3 | Female | 80 | 2 | 3 | Sales Executive | 1 | Married | 10,266 | 2,845 | 4 | Y | No | 19 | 3 | 4 | 80 | 0 | 22 | 5 | 4 | 18 | 13 | 13 | 11 |
47 | No | Travel_Rarely | 983 | Research & Development | 2 | 2 | Medical | 1 | 574 | 1 | Female | 65 | 3 | 2 | Manufacturing Director | 4 | Divorced | 5,070 | 7,389 | 5 | Y | No | 13 | 3 | 3 | 80 | 3 | 20 | 2 | 3 | 5 | 0 | 0 | 4 |
46 | No | Travel_Rarely | 1,009 | Research & Development | 2 | 3 | Life Sciences | 1 | 575 | 1 | Male | 51 | 3 | 4 | Research Director | 3 | Married | 17,861 | 2,288 | 6 | Y | No | 13 | 3 | 3 | 80 | 0 | 26 | 2 | 1 | 3 | 2 | 0 | 1 |
35 | No | Travel_Rarely | 144 | Research & Development | 22 | 3 | Life Sciences | 1 | 577 | 4 | Male | 46 | 1 | 1 | Laboratory Technician | 3 | Single | 4,230 | 19,225 | 0 | Y | No | 15 | 3 | 3 | 80 | 0 | 6 | 2 | 3 | 5 | 4 | 4 | 3 |
54 | No | Travel_Rarely | 548 | Research & Development | 8 | 4 | Life Sciences | 1 | 578 | 3 | Female | 42 | 3 | 2 | Laboratory Technician | 3 | Single | 3,780 | 23,428 | 7 | Y | No | 11 | 3 | 3 | 80 | 0 | 19 | 3 | 3 | 1 | 0 | 0 | 0 |
34 | No | Travel_Rarely | 1,303 | Research & Development | 2 | 4 | Life Sciences | 1 | 579 | 4 | Male | 62 | 2 | 1 | Research Scientist | 3 | Divorced | 2,768 | 8,416 | 3 | Y | No | 12 | 3 | 3 | 80 | 1 | 14 | 3 | 3 | 7 | 3 | 5 | 7 |
46 | No | Travel_Rarely | 1,125 | Sales | 10 | 3 | Marketing | 1 | 580 | 3 | Female | 94 | 2 | 3 | Sales Executive | 4 | Married | 9,071 | 11,563 | 2 | Y | Yes | 19 | 3 | 3 | 80 | 1 | 15 | 3 | 3 | 3 | 2 | 1 | 2 |
31 | No | Travel_Rarely | 1,274 | Research & Development | 9 | 1 | Life Sciences | 1 | 581 | 3 | Male | 33 | 3 | 3 | Manufacturing Director | 2 | Divorced | 10,648 | 14,394 | 1 | Y | No | 25 | 4 | 4 | 80 | 1 | 13 | 6 | 4 | 13 | 8 | 0 | 8 |
33 | Yes | Travel_Rarely | 1,277 | Research & Development | 15 | 1 | Medical | 1 | 582 | 2 | Male | 56 | 3 | 3 | Manager | 3 | Married | 13,610 | 24,619 | 7 | Y | Yes | 12 | 3 | 4 | 80 | 0 | 15 | 2 | 4 | 7 | 6 | 7 | 7 |
33 | Yes | Travel_Rarely | 587 | Research & Development | 10 | 1 | Medical | 1 | 584 | 1 | Male | 38 | 1 | 1 | Laboratory Technician | 4 | Divorced | 3,408 | 6,705 | 7 | Y | No | 13 | 3 | 1 | 80 | 3 | 8 | 2 | 3 | 4 | 3 | 1 | 3 |
30 | No | Travel_Rarely | 413 | Sales | 7 | 1 | Marketing | 1 | 585 | 4 | Male | 57 | 3 | 1 | Sales Representative | 2 | Single | 2,983 | 18,398 | 0 | Y | No | 14 | 3 | 1 | 80 | 0 | 4 | 3 | 3 | 3 | 2 | 1 | 2 |
35 | No | Travel_Rarely | 1,276 | Research & Development | 16 | 3 | Life Sciences | 1 | 586 | 4 | Male | 72 | 3 | 3 | Healthcare Representative | 3 | Married | 7,632 | 14,295 | 4 | Y | Yes | 12 | 3 | 3 | 80 | 0 | 10 | 2 | 3 | 8 | 7 | 0 | 0 |
31 | Yes | Travel_Frequently | 534 | Research & Development | 20 | 3 | Life Sciences | 1 | 587 | 1 | Male | 66 | 3 | 3 | Healthcare Representative | 3 | Married | 9,824 | 22,908 | 3 | Y | No | 12 | 3 | 1 | 80 | 0 | 12 | 2 | 3 | 1 | 0 | 0 | 0 |
34 | Yes | Travel_Frequently | 988 | Human Resources | 23 | 3 | Human Resources | 1 | 590 | 2 | Female | 43 | 3 | 3 | Human Resources | 1 | Divorced | 9,950 | 11,533 | 9 | Y | Yes | 15 | 3 | 3 | 80 | 3 | 11 | 2 | 3 | 3 | 2 | 0 | 2 |
42 | No | Travel_Frequently | 1,474 | Research & Development | 5 | 2 | Other | 1 | 591 | 2 | Male | 97 | 3 | 1 | Laboratory Technician | 3 | Married | 2,093 | 9,260 | 4 | Y | No | 17 | 3 | 4 | 80 | 1 | 8 | 4 | 3 | 2 | 2 | 2 | 0 |
36 | No | Non-Travel | 635 | Sales | 10 | 4 | Medical | 1 | 592 | 2 | Male | 32 | 3 | 3 | Sales Executive | 4 | Single | 9,980 | 15,318 | 1 | Y | No | 14 | 3 | 4 | 80 | 0 | 10 | 3 | 2 | 10 | 3 | 9 | 7 |
22 | Yes | Travel_Frequently | 1,368 | Research & Development | 4 | 1 | Technical Degree | 1 | 593 | 3 | Male | 99 | 2 | 1 | Laboratory Technician | 3 | Single | 3,894 | 9,129 | 5 | Y | No | 16 | 3 | 3 | 80 | 0 | 4 | 3 | 3 | 2 | 2 | 1 | 2 |
48 | No | Travel_Rarely | 163 | Sales | 2 | 5 | Marketing | 1 | 595 | 2 | Female | 37 | 3 | 2 | Sales Executive | 4 | Married | 4,051 | 19,658 | 2 | Y | No | 14 | 3 | 1 | 80 | 1 | 14 | 2 | 3 | 9 | 7 | 6 | 7 |
55 | No | Travel_Rarely | 1,117 | Sales | 18 | 5 | Life Sciences | 1 | 597 | 1 | Female | 83 | 3 | 4 | Manager | 2 | Single | 16,835 | 9,873 | 3 | Y | No | 23 | 4 | 4 | 80 | 0 | 37 | 2 | 3 | 10 | 9 | 7 | 7 |
41 | No | Non-Travel | 267 | Sales | 10 | 2 | Life Sciences | 1 | 599 | 4 | Male | 56 | 3 | 2 | Sales Executive | 4 | Single | 6,230 | 13,430 | 7 | Y | No | 14 | 3 | 4 | 80 | 0 | 16 | 3 | 3 | 14 | 3 | 1 | 10 |
35 | No | Travel_Rarely | 619 | Sales | 1 | 3 | Marketing | 1 | 600 | 2 | Male | 85 | 3 | 2 | Sales Executive | 3 | Married | 4,717 | 18,659 | 9 | Y | No | 11 | 3 | 3 | 80 | 0 | 15 | 2 | 3 | 11 | 9 | 6 | 9 |
40 | No | Travel_Rarely | 302 | Research & Development | 6 | 3 | Life Sciences | 1 | 601 | 2 | Female | 75 | 3 | 4 | Manufacturing Director | 3 | Single | 13,237 | 20,364 | 7 | Y | No | 15 | 3 | 3 | 80 | 0 | 22 | 3 | 3 | 20 | 6 | 5 | 13 |
39 | No | Travel_Frequently | 443 | Research & Development | 8 | 1 | Life Sciences | 1 | 602 | 3 | Female | 48 | 3 | 1 | Laboratory Technician | 3 | Married | 3,755 | 17,872 | 1 | Y | No | 11 | 3 | 1 | 80 | 1 | 8 | 3 | 3 | 8 | 3 | 0 | 7 |
31 | No | Travel_Rarely | 828 | Sales | 2 | 1 | Life Sciences | 1 | 604 | 2 | Male | 77 | 3 | 2 | Sales Executive | 4 | Single | 6,582 | 8,346 | 4 | Y | Yes | 13 | 3 | 3 | 80 | 0 | 10 | 2 | 4 | 6 | 5 | 0 | 5 |
42 | No | Travel_Rarely | 319 | Research & Development | 24 | 3 | Medical | 1 | 605 | 4 | Male | 56 | 3 | 3 | Manufacturing Director | 1 | Married | 7,406 | 6,950 | 1 | Y | Yes | 21 | 4 | 4 | 80 | 1 | 10 | 5 | 2 | 10 | 9 | 5 | 8 |
45 | No | Travel_Rarely | 561 | Sales | 2 | 3 | Other | 1 | 606 | 4 | Male | 61 | 3 | 2 | Sales Executive | 2 | Married | 4,805 | 16,177 | 0 | Y | No | 19 | 3 | 2 | 80 | 1 | 9 | 3 | 4 | 8 | 7 | 3 | 7 |
26 | Yes | Travel_Frequently | 426 | Human Resources | 17 | 4 | Life Sciences | 1 | 608 | 2 | Female | 58 | 3 | 1 | Human Resources | 3 | Divorced | 2,741 | 22,808 | 0 | Y | Yes | 11 | 3 | 2 | 80 | 1 | 8 | 2 | 2 | 7 | 7 | 1 | 0 |
29 | No | Travel_Rarely | 232 | Research & Development | 19 | 3 | Technical Degree | 1 | 611 | 4 | Male | 34 | 3 | 2 | Manufacturing Director | 4 | Divorced | 4,262 | 22,645 | 4 | Y | No | 12 | 3 | 2 | 80 | 2 | 8 | 2 | 4 | 3 | 2 | 1 | 2 |
33 | No | Travel_Rarely | 922 | Research & Development | 1 | 5 | Medical | 1 | 612 | 1 | Female | 95 | 4 | 4 | Research Director | 3 | Divorced | 16,184 | 22,578 | 4 | Y | No | 19 | 3 | 3 | 80 | 1 | 10 | 2 | 3 | 6 | 1 | 0 | 5 |
31 | No | Travel_Rarely | 688 | Sales | 7 | 3 | Life Sciences | 1 | 613 | 3 | Male | 44 | 2 | 3 | Manager | 4 | Divorced | 11,557 | 25,291 | 9 | Y | No | 21 | 4 | 3 | 80 | 1 | 10 | 3 | 2 | 5 | 4 | 0 | 1 |
18 | Yes | Travel_Frequently | 1,306 | Sales | 5 | 3 | Marketing | 1 | 614 | 2 | Male | 69 | 3 | 1 | Sales Representative | 2 | Single | 1,878 | 8,059 | 1 | Y | Yes | 14 | 3 | 4 | 80 | 0 | 0 | 3 | 3 | 0 | 0 | 0 | 0 |
40 | No | Non-Travel | 1,094 | Sales | 28 | 3 | Other | 1 | 615 | 3 | Male | 58 | 1 | 3 | Sales Executive | 1 | Divorced | 10,932 | 11,373 | 3 | Y | No | 15 | 3 | 3 | 80 | 1 | 20 | 2 | 3 | 1 | 0 | 0 | 1 |
41 | No | Non-Travel | 509 | Research & Development | 2 | 4 | Other | 1 | 616 | 1 | Female | 62 | 2 | 2 | Healthcare Representative | 3 | Single | 6,811 | 2,112 | 2 | Y | Yes | 17 | 3 | 1 | 80 | 0 | 10 | 3 | 3 | 8 | 7 | 0 | 7 |
26 | No | Travel_Rarely | 775 | Sales | 29 | 2 | Medical | 1 | 618 | 1 | Male | 45 | 3 | 2 | Sales Executive | 3 | Divorced | 4,306 | 4,267 | 5 | Y | No | 12 | 3 | 1 | 80 | 2 | 8 | 5 | 3 | 0 | 0 | 0 | 0 |
35 | No | Travel_Rarely | 195 | Sales | 1 | 3 | Medical | 1 | 620 | 1 | Female | 80 | 3 | 2 | Sales Executive | 3 | Single | 4,859 | 6,698 | 1 | Y | No | 16 | 3 | 4 | 80 | 0 | 5 | 3 | 3 | 5 | 4 | 0 | 3 |
34 | No | Travel_Rarely | 258 | Sales | 21 | 4 | Life Sciences | 1 | 621 | 4 | Male | 74 | 4 | 2 | Sales Executive | 4 | Single | 5,337 | 19,921 | 1 | Y | No | 12 | 3 | 4 | 80 | 0 | 10 | 3 | 3 | 10 | 7 | 5 | 7 |
26 | Yes | Travel_Rarely | 471 | Research & Development | 24 | 3 | Technical Degree | 1 | 622 | 3 | Male | 66 | 1 | 1 | Laboratory Technician | 4 | Single | 2,340 | 23,213 | 1 | Y | Yes | 18 | 3 | 2 | 80 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 0 |
37 | No | Travel_Rarely | 799 | Research & Development | 1 | 3 | Technical Degree | 1 | 623 | 2 | Female | 59 | 3 | 3 | Manufacturing Director | 4 | Single | 7,491 | 23,848 | 4 | Y | No | 17 | 3 | 4 | 80 | 0 | 12 | 3 | 4 | 6 | 5 | 1 | 2 |
46 | No | Travel_Frequently | 1,034 | Research & Development | 18 | 1 | Medical | 1 | 624 | 1 | Female | 86 | 3 | 3 | Healthcare Representative | 3 | Married | 10,527 | 8,984 | 5 | Y | No | 11 | 3 | 4 | 80 | 0 | 28 | 3 | 2 | 2 | 2 | 1 | 2 |
41 | No | Travel_Rarely | 1,276 | Sales | 2 | 5 | Life Sciences | 1 | 625 | 2 | Female | 91 | 3 | 4 | Manager | 1 | Married | 16,595 | 5,626 | 7 | Y | No | 16 | 3 | 2 | 80 | 1 | 22 | 2 | 3 | 18 | 16 | 11 | 8 |
37 | No | Non-Travel | 142 | Sales | 9 | 4 | Medical | 1 | 626 | 1 | Male | 69 | 3 | 3 | Sales Executive | 2 | Divorced | 8,834 | 24,666 | 1 | Y | No | 13 | 3 | 4 | 80 | 1 | 9 | 6 | 3 | 9 | 5 | 7 | 7 |
52 | No | Travel_Rarely | 956 | Research & Development | 6 | 2 | Technical Degree | 1 | 630 | 4 | Male | 78 | 3 | 2 | Research Scientist | 1 | Divorced | 5,577 | 22,087 | 3 | Y | Yes | 12 | 3 | 2 | 80 | 2 | 18 | 3 | 3 | 10 | 9 | 6 | 9 |
32 | Yes | Non-Travel | 1,474 | Sales | 11 | 4 | Other | 1 | 631 | 4 | Male | 60 | 4 | 2 | Sales Executive | 3 | Married | 4,707 | 23,914 | 8 | Y | No | 12 | 3 | 4 | 80 | 0 | 6 | 2 | 3 | 4 | 2 | 1 | 2 |
24 | No | Travel_Frequently | 535 | Sales | 24 | 3 | Medical | 1 | 632 | 4 | Male | 38 | 3 | 1 | Sales Representative | 4 | Married | 2,400 | 5,530 | 0 | Y | No | 13 | 3 | 3 | 80 | 2 | 3 | 3 | 3 | 2 | 2 | 2 | 1 |
38 | No | Travel_Rarely | 1,495 | Research & Development | 10 | 3 | Medical | 1 | 634 | 3 | Female | 76 | 3 | 2 | Healthcare Representative | 3 | Married | 9,824 | 22,174 | 3 | Y | No | 19 | 3 | 3 | 80 | 1 | 18 | 4 | 3 | 1 | 0 | 0 | 0 |
37 | No | Travel_Rarely | 446 | Research & Development | 1 | 4 | Life Sciences | 1 | 635 | 2 | Female | 65 | 3 | 2 | Manufacturing Director | 2 | Married | 6,447 | 15,701 | 6 | Y | No | 12 | 3 | 2 | 80 | 1 | 8 | 2 | 2 | 6 | 5 | 4 | 3 |
49 | No | Travel_Rarely | 1,245 | Research & Development | 18 | 4 | Life Sciences | 1 | 638 | 4 | Male | 58 | 2 | 5 | Research Director | 3 | Divorced | 19,502 | 2,125 | 1 | Y | Yes | 17 | 3 | 3 | 80 | 1 | 31 | 5 | 3 | 31 | 9 | 0 | 9 |
24 | No | Travel_Rarely | 691 | Research & Development | 23 | 3 | Medical | 1 | 639 | 2 | Male | 89 | 4 | 1 | Research Scientist | 4 | Married | 2,725 | 21,630 | 1 | Y | Yes | 11 | 3 | 2 | 80 | 2 | 6 | 3 | 3 | 6 | 5 | 1 | 4 |
26 | No | Travel_Rarely | 703 | Sales | 28 | 2 | Marketing | 1 | 641 | 1 | Male | 66 | 3 | 2 | Sales Executive | 2 | Married | 6,272 | 7,428 | 1 | Y | No | 20 | 4 | 4 | 80 | 2 | 6 | 5 | 4 | 5 | 3 | 1 | 4 |
24 | No | Travel_Rarely | 823 | Research & Development | 17 | 2 | Other | 1 | 643 | 4 | Male | 94 | 2 | 1 | Laboratory Technician | 2 | Married | 2,127 | 9,100 | 1 | Y | No | 21 | 4 | 4 | 80 | 1 | 1 | 2 | 3 | 1 | 0 | 0 | 0 |
50 | No | Travel_Frequently | 1,246 | Human Resources | 3 | 3 | Medical | 1 | 644 | 1 | Male | 99 | 3 | 5 | Manager | 2 | Married | 18,200 | 7,999 | 1 | Y | No | 11 | 3 | 3 | 80 | 1 | 32 | 2 | 3 | 32 | 5 | 10 | 7 |
25 | No | Travel_Rarely | 622 | Sales | 13 | 1 | Medical | 1 | 645 | 2 | Male | 40 | 3 | 1 | Sales Representative | 3 | Married | 2,096 | 26,376 | 1 | Y | No | 11 | 3 | 3 | 80 | 0 | 7 | 1 | 3 | 7 | 4 | 0 | 6 |
24 | Yes | Travel_Frequently | 1,287 | Research & Development | 7 | 3 | Life Sciences | 1 | 647 | 1 | Female | 55 | 3 | 1 | Laboratory Technician | 3 | Married | 2,886 | 14,168 | 1 | Y | Yes | 16 | 3 | 4 | 80 | 1 | 6 | 4 | 3 | 6 | 3 | 1 | 2 |
30 | Yes | Travel_Frequently | 448 | Sales | 12 | 4 | Life Sciences | 1 | 648 | 2 | Male | 74 | 2 | 1 | Sales Representative | 1 | Married | 2,033 | 14,470 | 1 | Y | No | 18 | 3 | 3 | 80 | 1 | 1 | 2 | 4 | 1 | 0 | 0 | 0 |
34 | No | Travel_Rarely | 254 | Research & Development | 1 | 2 | Life Sciences | 1 | 649 | 2 | Male | 83 | 2 | 1 | Research Scientist | 4 | Married | 3,622 | 22,794 | 1 | Y | Yes | 13 | 3 | 4 | 80 | 1 | 6 | 3 | 3 | 6 | 5 | 1 | 3 |
31 | Yes | Travel_Rarely | 1,365 | Sales | 13 | 4 | Medical | 1 | 650 | 2 | Male | 46 | 3 | 2 | Sales Executive | 1 | Divorced | 4,233 | 11,512 | 2 | Y | No | 17 | 3 | 3 | 80 | 0 | 9 | 2 | 1 | 3 | 1 | 1 | 2 |
35 | No | Travel_Rarely | 538 | Research & Development | 25 | 2 | Other | 1 | 652 | 1 | Male | 54 | 2 | 2 | Laboratory Technician | 4 | Single | 3,681 | 14,004 | 4 | Y | No | 14 | 3 | 4 | 80 | 0 | 9 | 3 | 3 | 3 | 2 | 0 | 2 |
31 | No | Travel_Rarely | 525 | Sales | 6 | 4 | Medical | 1 | 653 | 1 | Male | 66 | 4 | 2 | Sales Executive | 4 | Divorced | 5,460 | 6,219 | 4 | Y | No | 22 | 4 | 4 | 80 | 2 | 13 | 4 | 4 | 7 | 7 | 5 | 7 |
27 | No | Travel_Rarely | 798 | Research & Development | 6 | 4 | Medical | 1 | 655 | 1 | Female | 66 | 2 | 1 | Research Scientist | 3 | Divorced | 2,187 | 5,013 | 0 | Y | No | 12 | 3 | 3 | 80 | 2 | 6 | 5 | 2 | 5 | 3 | 0 | 3 |
37 | No | Travel_Rarely | 558 | Sales | 2 | 3 | Marketing | 1 | 656 | 4 | Male | 75 | 3 | 2 | Sales Executive | 3 | Married | 9,602 | 3,010 | 4 | Y | Yes | 11 | 3 | 3 | 80 | 1 | 17 | 3 | 2 | 3 | 0 | 1 | 0 |
20 | No | Travel_Rarely | 959 | Research & Development | 1 | 3 | Life Sciences | 1 | 657 | 4 | Female | 83 | 2 | 1 | Research Scientist | 2 | Single | 2,836 | 11,757 | 1 | Y | No | 13 | 3 | 4 | 80 | 0 | 1 | 0 | 4 | 1 | 0 | 0 | 0 |
42 | No | Travel_Rarely | 622 | Research & Development | 2 | 4 | Life Sciences | 1 | 659 | 3 | Female | 81 | 3 | 2 | Healthcare Representative | 4 | Married | 4,089 | 5,718 | 1 | Y | No | 13 | 3 | 2 | 80 | 2 | 10 | 4 | 3 | 10 | 2 | 2 | 2 |
43 | No | Travel_Rarely | 782 | Research & Development | 6 | 4 | Other | 1 | 661 | 2 | Male | 50 | 2 | 4 | Research Director | 4 | Divorced | 16,627 | 2,671 | 4 | Y | Yes | 14 | 3 | 3 | 80 | 1 | 21 | 3 | 2 | 1 | 0 | 0 | 0 |
38 | No | Travel_Rarely | 362 | Research & Development | 1 | 1 | Life Sciences | 1 | 662 | 3 | Female | 43 | 3 | 1 | Research Scientist | 1 | Single | 2,619 | 14,561 | 3 | Y | No | 17 | 3 | 4 | 80 | 0 | 8 | 3 | 2 | 0 | 0 | 0 | 0 |
43 | No | Travel_Frequently | 1,001 | Research & Development | 9 | 5 | Medical | 1 | 663 | 4 | Male | 72 | 3 | 2 | Laboratory Technician | 3 | Divorced | 5,679 | 19,627 | 3 | Y | Yes | 13 | 3 | 2 | 80 | 1 | 10 | 3 | 3 | 8 | 7 | 4 | 7 |
48 | No | Travel_Rarely | 1,236 | Research & Development | 1 | 4 | Life Sciences | 1 | 664 | 4 | Female | 40 | 2 | 4 | Manager | 1 | Married | 15,402 | 17,997 | 7 | Y | No | 11 | 3 | 1 | 80 | 1 | 21 | 3 | 1 | 3 | 2 | 0 | 2 |
44 | No | Travel_Rarely | 1,112 | Human Resources | 1 | 4 | Life Sciences | 1 | 665 | 1 | Female | 50 | 2 | 2 | Human Resources | 3 | Single | 5,985 | 26,894 | 4 | Y | No | 11 | 3 | 2 | 80 | 0 | 10 | 1 | 4 | 2 | 2 | 0 | 2 |
34 | No | Travel_Rarely | 204 | Sales | 14 | 3 | Technical Degree | 1 | 666 | 3 | Female | 31 | 3 | 1 | Sales Representative | 3 | Divorced | 2,579 | 2,912 | 1 | Y | Yes | 18 | 3 | 4 | 80 | 2 | 8 | 3 | 3 | 8 | 2 | 0 | 6 |
27 | Yes | Travel_Rarely | 1,420 | Sales | 2 | 1 | Marketing | 1 | 667 | 3 | Male | 85 | 3 | 1 | Sales Representative | 1 | Divorced | 3,041 | 16,346 | 0 | Y | No | 11 | 3 | 2 | 80 | 1 | 5 | 3 | 3 | 4 | 3 | 0 | 2 |
21 | No | Travel_Rarely | 1,343 | Sales | 22 | 1 | Technical Degree | 1 | 669 | 3 | Male | 49 | 3 | 1 | Sales Representative | 3 | Single | 3,447 | 24,444 | 1 | Y | No | 11 | 3 | 3 | 80 | 0 | 3 | 2 | 3 | 3 | 2 | 1 | 2 |
44 | No | Travel_Rarely | 1,315 | Research & Development | 3 | 4 | Other | 1 | 671 | 4 | Male | 35 | 3 | 5 | Manager | 4 | Married | 19,513 | 9,358 | 4 | Y | Yes | 12 | 3 | 1 | 80 | 1 | 26 | 2 | 4 | 2 | 2 | 0 | 1 |
22 | No | Travel_Rarely | 604 | Research & Development | 6 | 1 | Medical | 1 | 675 | 1 | Male | 69 | 3 | 1 | Research Scientist | 3 | Married | 2,773 | 12,145 | 0 | Y | No | 20 | 4 | 4 | 80 | 0 | 3 | 3 | 3 | 2 | 2 | 2 | 2 |
33 | No | Travel_Rarely | 1,216 | Sales | 8 | 4 | Marketing | 1 | 677 | 3 | Male | 39 | 3 | 2 | Sales Executive | 3 | Divorced | 7,104 | 20,431 | 0 | Y | No | 12 | 3 | 4 | 80 | 0 | 6 | 3 | 3 | 5 | 0 | 1 | 2 |