Age
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60
| Attrition
stringclasses 2
values | BusinessTravel
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values | DailyRate
int64 100
1.5k
| Department
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values | DistanceFromHome
int64 1
50
| Education
int64 1
5
| EducationField
stringclasses 6
values | EmployeeCount
int64 1
1
| EmployeeNumber
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5k
| EnvironmentSatisfaction
int64 1
4
| Gender
stringclasses 2
values | HourlyRate
int64 30
200
| JobInvolvement
int64 1
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int64 1
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values | JobSatisfaction
int64 1
4
| MaritalStatus
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values | MonthlyIncome
int64 1k
51k
| MonthlyRate
int64 1.05k
1.5M
| NumCompaniesWorked
int64 0
8
| Over18
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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
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35
| YearsSinceLastPromotion
int64 1
39
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int64 1
40
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
52 | Yes | Travel_Rarely | 201 | Support | 12 | 5 | Medical | 1 | 4,701 | 4 | Female | 190 | 2 | 4 | Manager | 3 | Married | 2,703 | 37,842 | 4 | Y | Yes | 20 | 2 | 1 | 80 | 3 | 30 | 1 | 3 | 27 | 9 | 9 | 10 |
33 | Yes | Non-Travel | 1,106 | Sales | 49 | 3 | Human Resources | 1 | 4,702 | 2 | Female | 47 | 4 | 4 | Sales Executive | 4 | Single | 46,277 | 370,216 | 4 | Y | No | 45 | 3 | 1 | 80 | 2 | 4 | 6 | 2 | 4 | 3 | 1 | 2 |
21 | No | Travel_Frequently | 1,344 | Support | 22 | 5 | Marketing | 1 | 4,703 | 2 | Female | 158 | 4 | 4 | Developer | 3 | Married | 45,329 | 906,580 | 2 | Y | Yes | 17 | 2 | 4 | 80 | 1 | 40 | 3 | 4 | 9 | 2 | 7 | 8 |
55 | No | Travel_Rarely | 860 | Software | 42 | 5 | Human Resources | 1 | 4,704 | 2 | Male | 95 | 4 | 3 | Manufacturing Director | 4 | Single | 30,035 | 90,105 | 8 | Y | Yes | 7 | 1 | 1 | 80 | 3 | 10 | 5 | 2 | 7 | 3 | 5 | 4 |
48 | Yes | Travel_Frequently | 472 | Human Resources | 40 | 4 | Human Resources | 1 | 4,705 | 2 | Female | 43 | 2 | 2 | Research Scientist | 1 | Married | 25,281 | 429,777 | 4 | Y | No | 31 | 1 | 3 | 80 | 4 | 4 | 1 | 2 | 2 | 2 | 2 | 2 |
41 | Yes | Travel_Frequently | 850 | Support | 38 | 1 | Marketing | 1 | 4,706 | 4 | Male | 51 | 2 | 5 | Healthcare Representative | 1 | Single | 2,529 | 30,348 | 2 | Y | No | 1 | 3 | 4 | 80 | 3 | 28 | 5 | 3 | 22 | 12 | 6 | 8 |
20 | No | Travel_Frequently | 691 | Support | 11 | 4 | Other | 1 | 4,707 | 3 | Female | 68 | 3 | 1 | Developer | 3 | Divorced | 19,793 | 356,274 | 1 | Y | No | 34 | 4 | 1 | 80 | 1 | 11 | 4 | 1 | 7 | 6 | 4 | 4 |
37 | No | Travel_Rarely | 1,199 | Software | 11 | 1 | Life Sciences | 1 | 4,708 | 2 | Male | 103 | 1 | 4 | Research Director | 2 | Married | 12,836 | 102,688 | 6 | Y | Yes | 13 | 4 | 3 | 80 | 1 | 28 | 6 | 3 | 17 | 10 | 16 | 10 |
40 | No | Travel_Frequently | 1,476 | Support | 22 | 1 | Marketing | 1 | 4,709 | 3 | Female | 43 | 4 | 2 | Manager | 4 | Married | 3,539 | 102,631 | 7 | Y | Yes | 6 | 1 | 3 | 80 | 3 | 14 | 4 | 4 | 2 | 2 | 2 | 2 |
36 | No | Non-Travel | 666 | Hardware | 26 | 1 | Life Sciences | 1 | 4,710 | 3 | Female | 100 | 3 | 4 | Sales Executive | 3 | Married | 46,691 | 326,837 | 0 | Y | Yes | 10 | 1 | 4 | 80 | 1 | 25 | 5 | 1 | 4 | 3 | 1 | 4 |
41 | Yes | Non-Travel | 346 | Sales | 39 | 5 | Marketing | 1 | 4,711 | 4 | Female | 162 | 1 | 2 | Sales Executive | 4 | Divorced | 32,590 | 32,590 | 8 | Y | Yes | 29 | 3 | 2 | 80 | 1 | 34 | 2 | 2 | 13 | 9 | 12 | 5 |
33 | No | Travel_Frequently | 1,490 | Software | 50 | 5 | Marketing | 1 | 4,712 | 3 | Male | 66 | 4 | 4 | Research Director | 4 | Single | 3,716 | 55,740 | 6 | Y | No | 48 | 1 | 3 | 80 | 4 | 40 | 2 | 3 | 10 | 7 | 6 | 8 |
25 | No | Non-Travel | 1,436 | Support | 8 | 1 | Marketing | 1 | 4,713 | 3 | Female | 157 | 3 | 1 | Research Director | 2 | Single | 11,387 | 307,449 | 4 | Y | Yes | 19 | 1 | 1 | 80 | 1 | 23 | 1 | 2 | 7 | 6 | 3 | 6 |
39 | No | Travel_Frequently | 491 | Human Resources | 38 | 3 | Marketing | 1 | 4,714 | 2 | Male | 111 | 1 | 4 | Sales Executive | 2 | Married | 5,298 | 95,364 | 1 | Y | Yes | 9 | 4 | 1 | 80 | 2 | 12 | 1 | 2 | 7 | 3 | 4 | 3 |
55 | Yes | Non-Travel | 1,328 | Human Resources | 4 | 1 | Human Resources | 1 | 4,715 | 3 | Female | 155 | 4 | 5 | Research Director | 4 | Single | 41,149 | 987,576 | 5 | Y | No | 40 | 4 | 3 | 80 | 4 | 14 | 6 | 3 | 11 | 8 | 7 | 7 |
46 | No | Travel_Rarely | 1,061 | Support | 39 | 5 | Other | 1 | 4,716 | 4 | Male | 69 | 2 | 1 | Human Resources | 3 | Single | 50,331 | 1,308,606 | 7 | Y | No | 12 | 2 | 2 | 80 | 3 | 29 | 1 | 2 | 8 | 2 | 3 | 8 |
19 | Yes | Travel_Frequently | 1,311 | Support | 22 | 1 | Life Sciences | 1 | 4,717 | 3 | Female | 173 | 2 | 1 | Research Director | 3 | Single | 10,674 | 106,740 | 6 | Y | No | 17 | 3 | 4 | 80 | 3 | 9 | 1 | 4 | 6 | 1 | 2 | 5 |
46 | Yes | Travel_Rarely | 1,165 | Hardware | 37 | 1 | Other | 1 | 4,718 | 2 | Female | 142 | 2 | 4 | Manager | 3 | Divorced | 48,489 | 1,066,758 | 3 | Y | Yes | 15 | 4 | 3 | 80 | 3 | 32 | 5 | 1 | 14 | 11 | 10 | 3 |
39 | Yes | Non-Travel | 323 | Hardware | 9 | 4 | Technical Degree | 1 | 4,719 | 3 | Male | 166 | 4 | 2 | Human Resources | 1 | Married | 2,951 | 50,167 | 5 | Y | No | 12 | 4 | 3 | 80 | 4 | 30 | 5 | 1 | 27 | 11 | 10 | 13 |
54 | Yes | Travel_Frequently | 1,094 | Human Resources | 49 | 5 | Life Sciences | 1 | 4,720 | 1 | Female | 82 | 1 | 5 | Manufacturing Director | 1 | Single | 23,232 | 69,696 | 1 | Y | No | 5 | 2 | 3 | 80 | 1 | 15 | 4 | 2 | 15 | 9 | 15 | 14 |
58 | No | Non-Travel | 213 | Support | 50 | 2 | Medical | 1 | 4,721 | 3 | Male | 190 | 4 | 4 | Sales Representative | 4 | Single | 3,535 | 91,910 | 4 | Y | No | 11 | 1 | 4 | 80 | 3 | 28 | 5 | 4 | 25 | 12 | 18 | 23 |
20 | No | Non-Travel | 810 | Hardware | 14 | 2 | Medical | 1 | 4,722 | 2 | Male | 111 | 1 | 4 | Laboratory Technician | 3 | Single | 39,223 | 274,561 | 6 | Y | Yes | 18 | 4 | 2 | 80 | 4 | 13 | 5 | 4 | 11 | 4 | 6 | 11 |
53 | Yes | Non-Travel | 705 | Human Resources | 6 | 4 | Human Resources | 1 | 4,723 | 4 | Male | 125 | 4 | 2 | Developer | 3 | Single | 9,118 | 27,354 | 0 | Y | No | 13 | 1 | 2 | 80 | 2 | 25 | 1 | 4 | 13 | 9 | 10 | 2 |
55 | Yes | Non-Travel | 481 | Sales | 20 | 4 | Life Sciences | 1 | 4,724 | 3 | Female | 47 | 1 | 1 | Research Scientist | 4 | Divorced | 21,344 | 106,720 | 6 | Y | Yes | 29 | 4 | 4 | 80 | 4 | 5 | 2 | 2 | 5 | 3 | 1 | 1 |
41 | Yes | Travel_Rarely | 997 | Human Resources | 26 | 1 | Marketing | 1 | 4,725 | 2 | Female | 141 | 1 | 1 | Research Scientist | 1 | Single | 47,230 | 1,039,060 | 2 | Y | Yes | 27 | 2 | 3 | 80 | 4 | 7 | 4 | 4 | 1 | 1 | 1 | 1 |
33 | Yes | Travel_Rarely | 1,384 | Sales | 42 | 3 | Life Sciences | 1 | 4,726 | 2 | Female | 69 | 2 | 3 | Sales Executive | 3 | Single | 45,004 | 810,072 | 3 | Y | No | 21 | 4 | 2 | 80 | 4 | 40 | 2 | 4 | 11 | 11 | 7 | 10 |
58 | No | Travel_Rarely | 1,475 | Sales | 45 | 5 | Life Sciences | 1 | 4,727 | 1 | Female | 80 | 3 | 5 | Developer | 2 | Single | 30,509 | 274,581 | 6 | Y | No | 20 | 2 | 3 | 80 | 4 | 25 | 2 | 4 | 9 | 1 | 5 | 8 |
42 | No | Non-Travel | 451 | Sales | 40 | 2 | Technical Degree | 1 | 4,728 | 4 | Female | 174 | 3 | 3 | Laboratory Technician | 4 | Married | 39,926 | 359,334 | 2 | Y | Yes | 37 | 4 | 1 | 80 | 1 | 22 | 2 | 4 | 18 | 1 | 8 | 5 |
55 | Yes | Travel_Frequently | 775 | Sales | 42 | 1 | Life Sciences | 1 | 4,729 | 2 | Male | 34 | 2 | 3 | Sales Executive | 3 | Divorced | 31,488 | 220,416 | 7 | Y | No | 20 | 1 | 4 | 80 | 3 | 25 | 6 | 3 | 8 | 1 | 7 | 1 |
29 | No | Travel_Frequently | 160 | Human Resources | 37 | 2 | Other | 1 | 4,730 | 3 | Female | 176 | 1 | 2 | Human Resources | 3 | Married | 12,093 | 145,116 | 1 | Y | No | 9 | 3 | 4 | 80 | 4 | 30 | 5 | 1 | 20 | 4 | 19 | 11 |
18 | No | Non-Travel | 569 | Support | 29 | 1 | Human Resources | 1 | 4,731 | 2 | Female | 38 | 4 | 5 | Healthcare Representative | 3 | Married | 26,313 | 657,825 | 0 | Y | No | 14 | 1 | 1 | 80 | 2 | 37 | 6 | 3 | 16 | 16 | 12 | 9 |
27 | Yes | Travel_Frequently | 1,125 | Sales | 40 | 5 | Life Sciences | 1 | 4,732 | 4 | Female | 79 | 1 | 1 | Human Resources | 4 | Married | 1,046 | 4,184 | 0 | Y | Yes | 3 | 2 | 4 | 80 | 3 | 33 | 2 | 4 | 29 | 21 | 20 | 28 |
60 | No | Travel_Rarely | 1,409 | Research & Development | 14 | 2 | Medical | 1 | 4,733 | 3 | Female | 66 | 2 | 3 | Healthcare Representative | 4 | Divorced | 18,356 | 183,560 | 4 | Y | Yes | 3 | 2 | 1 | 80 | 2 | 6 | 4 | 4 | 1 | 1 | 1 | 1 |
28 | No | Travel_Rarely | 1,177 | Support | 42 | 5 | Other | 1 | 4,734 | 2 | Female | 42 | 1 | 3 | Sales Executive | 3 | Married | 2,229 | 26,748 | 6 | Y | No | 22 | 1 | 3 | 80 | 4 | 25 | 4 | 1 | 2 | 1 | 1 | 2 |
36 | No | Travel_Rarely | 1,313 | Software | 47 | 4 | Medical | 1 | 4,735 | 1 | Male | 182 | 4 | 4 | Sales Executive | 3 | Married | 15,142 | 333,124 | 3 | Y | No | 40 | 3 | 4 | 80 | 1 | 18 | 5 | 3 | 14 | 4 | 5 | 9 |
38 | No | Non-Travel | 1,237 | Sales | 10 | 2 | Medical | 1 | 4,736 | 4 | Female | 198 | 2 | 1 | Sales Executive | 3 | Married | 46,547 | 139,641 | 8 | Y | Yes | 5 | 1 | 4 | 80 | 2 | 2 | 4 | 3 | 1 | 1 | 1 | 1 |
28 | No | Non-Travel | 725 | Sales | 14 | 3 | Human Resources | 1 | 4,737 | 2 | Male | 97 | 4 | 1 | Research Scientist | 2 | Divorced | 44,537 | 668,055 | 4 | Y | No | 37 | 3 | 4 | 80 | 1 | 20 | 6 | 3 | 13 | 12 | 8 | 1 |
36 | Yes | Travel_Rarely | 421 | Human Resources | 11 | 3 | Marketing | 1 | 4,738 | 4 | Female | 146 | 1 | 1 | Developer | 2 | Married | 41,850 | 544,050 | 0 | Y | Yes | 37 | 4 | 2 | 80 | 4 | 8 | 3 | 3 | 3 | 3 | 3 | 1 |
50 | Yes | Travel_Frequently | 1,022 | Sales | 5 | 5 | Life Sciences | 1 | 4,739 | 4 | Male | 111 | 2 | 3 | Research Director | 3 | Divorced | 8,627 | 138,032 | 4 | Y | Yes | 29 | 3 | 4 | 80 | 3 | 32 | 5 | 2 | 1 | 1 | 1 | 1 |
36 | No | Travel_Frequently | 1,002 | Software | 9 | 2 | Life Sciences | 1 | 4,740 | 2 | Male | 155 | 2 | 2 | Research Scientist | 4 | Single | 43,515 | 87,030 | 3 | Y | Yes | 15 | 3 | 4 | 80 | 1 | 34 | 3 | 1 | 31 | 10 | 14 | 20 |
34 | Yes | Travel_Frequently | 904 | Human Resources | 10 | 1 | Life Sciences | 1 | 4,741 | 3 | Female | 196 | 3 | 2 | Human Resources | 3 | Married | 36,236 | 942,136 | 4 | Y | No | 32 | 3 | 4 | 80 | 4 | 32 | 1 | 4 | 8 | 2 | 4 | 2 |
60 | Yes | Travel_Frequently | 772 | Sales | 12 | 5 | Marketing | 1 | 4,742 | 2 | Female | 68 | 2 | 1 | Laboratory Technician | 4 | Divorced | 33,811 | 811,464 | 0 | Y | No | 24 | 3 | 4 | 80 | 1 | 18 | 5 | 3 | 9 | 5 | 1 | 6 |
38 | No | Travel_Frequently | 957 | Human Resources | 27 | 3 | Marketing | 1 | 4,743 | 2 | Female | 173 | 2 | 2 | Human Resources | 4 | Married | 7,509 | 82,599 | 4 | Y | No | 28 | 4 | 3 | 80 | 2 | 31 | 5 | 4 | 2 | 2 | 1 | 1 |
58 | Yes | Travel_Frequently | 1,125 | Support | 11 | 3 | Medical | 1 | 4,744 | 1 | Female | 86 | 1 | 1 | Research Scientist | 2 | Married | 2,250 | 27,000 | 5 | Y | No | 3 | 3 | 2 | 80 | 1 | 10 | 4 | 4 | 9 | 8 | 3 | 2 |
27 | Yes | Travel_Frequently | 401 | Support | 24 | 1 | Medical | 1 | 4,745 | 3 | Male | 193 | 4 | 3 | Sales Executive | 4 | Single | 36,505 | 584,080 | 1 | Y | No | 12 | 2 | 3 | 80 | 4 | 30 | 5 | 2 | 14 | 8 | 6 | 6 |
39 | Yes | Travel_Frequently | 692 | Research & Development | 45 | 4 | Other | 1 | 4,746 | 4 | Female | 170 | 1 | 1 | Developer | 2 | Divorced | 31,597 | 695,134 | 6 | Y | Yes | 2 | 1 | 1 | 80 | 1 | 23 | 4 | 2 | 13 | 12 | 5 | 6 |
27 | Yes | Travel_Rarely | 1,226 | Research & Development | 15 | 4 | Life Sciences | 1 | 4,747 | 4 | Male | 109 | 2 | 2 | Laboratory Technician | 1 | Single | 10,235 | 153,525 | 8 | Y | Yes | 49 | 2 | 2 | 80 | 3 | 2 | 1 | 1 | 2 | 1 | 2 | 1 |
32 | No | Travel_Frequently | 771 | Sales | 39 | 4 | Life Sciences | 1 | 4,748 | 3 | Female | 126 | 4 | 1 | Research Director | 1 | Single | 6,733 | 188,524 | 1 | Y | No | 10 | 2 | 1 | 80 | 3 | 31 | 4 | 4 | 4 | 2 | 1 | 2 |
33 | Yes | Travel_Rarely | 227 | Software | 1 | 4 | Life Sciences | 1 | 4,749 | 1 | Female | 142 | 4 | 1 | Laboratory Technician | 2 | Divorced | 45,084 | 270,504 | 2 | Y | Yes | 44 | 1 | 4 | 80 | 4 | 33 | 1 | 4 | 7 | 6 | 1 | 4 |
49 | No | Travel_Rarely | 1,467 | Research & Development | 17 | 2 | Medical | 1 | 4,750 | 4 | Female | 80 | 2 | 4 | Healthcare Representative | 1 | Divorced | 26,053 | 130,265 | 6 | Y | Yes | 18 | 2 | 4 | 80 | 1 | 12 | 1 | 4 | 11 | 11 | 7 | 7 |
24 | No | Travel_Frequently | 237 | Sales | 28 | 3 | Human Resources | 1 | 4,751 | 1 | Male | 122 | 1 | 5 | Developer | 3 | Single | 34,050 | 68,100 | 8 | Y | Yes | 25 | 4 | 4 | 80 | 1 | 3 | 4 | 1 | 2 | 1 | 2 | 1 |
23 | No | Travel_Frequently | 1,482 | Software | 33 | 4 | Human Resources | 1 | 4,752 | 2 | Female | 103 | 3 | 2 | Human Resources | 4 | Divorced | 7,597 | 151,940 | 5 | Y | Yes | 24 | 3 | 2 | 80 | 2 | 33 | 1 | 3 | 4 | 1 | 4 | 1 |
32 | No | Travel_Frequently | 776 | Software | 36 | 5 | Human Resources | 1 | 4,753 | 4 | Female | 135 | 1 | 1 | Laboratory Technician | 4 | Divorced | 20,747 | 41,494 | 3 | Y | Yes | 27 | 1 | 1 | 80 | 2 | 32 | 4 | 4 | 15 | 10 | 4 | 13 |
44 | No | Travel_Rarely | 795 | Human Resources | 33 | 1 | Life Sciences | 1 | 4,754 | 4 | Female | 116 | 1 | 2 | Sales Representative | 1 | Married | 44,591 | 1,248,548 | 4 | Y | No | 29 | 1 | 3 | 80 | 4 | 16 | 2 | 2 | 16 | 11 | 10 | 15 |
49 | No | Non-Travel | 103 | Research & Development | 13 | 4 | Other | 1 | 4,755 | 1 | Male | 124 | 3 | 4 | Human Resources | 1 | Single | 48,593 | 194,372 | 6 | Y | Yes | 35 | 1 | 1 | 80 | 4 | 10 | 1 | 1 | 2 | 2 | 2 | 1 |
31 | Yes | Travel_Rarely | 238 | Sales | 17 | 2 | Human Resources | 1 | 4,756 | 2 | Male | 136 | 2 | 5 | Manufacturing Director | 4 | Married | 27,591 | 55,182 | 1 | Y | Yes | 27 | 3 | 4 | 80 | 4 | 10 | 2 | 4 | 9 | 2 | 6 | 2 |
50 | No | Travel_Rarely | 404 | Hardware | 19 | 3 | Other | 1 | 4,757 | 1 | Female | 160 | 1 | 2 | Sales Executive | 3 | Single | 46,144 | 1,107,456 | 0 | Y | No | 42 | 3 | 4 | 80 | 2 | 24 | 1 | 2 | 21 | 14 | 20 | 1 |
41 | No | Travel_Frequently | 731 | Human Resources | 46 | 3 | Medical | 1 | 4,758 | 2 | Male | 198 | 3 | 4 | Sales Representative | 4 | Single | 12,916 | 361,648 | 0 | Y | Yes | 4 | 4 | 2 | 80 | 2 | 15 | 2 | 4 | 12 | 4 | 9 | 8 |
41 | Yes | Travel_Rarely | 1,193 | Support | 8 | 3 | Life Sciences | 1 | 4,759 | 3 | Female | 37 | 4 | 2 | Research Director | 4 | Single | 21,988 | 505,724 | 5 | Y | No | 35 | 4 | 4 | 80 | 3 | 15 | 3 | 3 | 10 | 7 | 1 | 7 |
40 | No | Travel_Rarely | 1,076 | Sales | 31 | 1 | Marketing | 1 | 4,760 | 1 | Female | 79 | 3 | 1 | Manager | 3 | Married | 29,555 | 325,105 | 7 | Y | No | 45 | 3 | 4 | 80 | 2 | 11 | 5 | 3 | 6 | 4 | 1 | 4 |
19 | Yes | Travel_Frequently | 1,358 | Sales | 41 | 5 | Human Resources | 1 | 4,761 | 3 | Female | 170 | 1 | 4 | Sales Representative | 4 | Single | 5,148 | 10,296 | 4 | Y | Yes | 20 | 1 | 1 | 80 | 1 | 15 | 6 | 1 | 14 | 14 | 2 | 3 |
48 | No | Travel_Frequently | 573 | Support | 24 | 5 | Technical Degree | 1 | 4,762 | 4 | Male | 162 | 1 | 5 | Manufacturing Director | 4 | Single | 29,243 | 614,103 | 3 | Y | No | 37 | 2 | 2 | 80 | 1 | 19 | 4 | 2 | 15 | 2 | 15 | 11 |
39 | Yes | Travel_Frequently | 1,236 | Software | 50 | 4 | Human Resources | 1 | 4,763 | 3 | Female | 144 | 4 | 2 | Laboratory Technician | 2 | Single | 29,439 | 529,902 | 7 | Y | Yes | 4 | 3 | 3 | 80 | 1 | 11 | 3 | 2 | 4 | 2 | 1 | 3 |
54 | No | Travel_Frequently | 454 | Sales | 31 | 2 | Marketing | 1 | 4,764 | 1 | Male | 195 | 2 | 2 | Laboratory Technician | 4 | Divorced | 46,884 | 703,260 | 6 | Y | No | 20 | 4 | 2 | 80 | 1 | 21 | 3 | 2 | 2 | 2 | 1 | 2 |
18 | No | Travel_Frequently | 648 | Sales | 10 | 3 | Technical Degree | 1 | 4,765 | 1 | Male | 35 | 1 | 3 | Laboratory Technician | 2 | Divorced | 22,694 | 68,082 | 8 | Y | Yes | 20 | 4 | 2 | 80 | 3 | 28 | 6 | 3 | 25 | 2 | 23 | 2 |
59 | No | Travel_Frequently | 1,306 | Sales | 29 | 4 | Human Resources | 1 | 4,766 | 3 | Male | 124 | 1 | 3 | Developer | 1 | Divorced | 1,015 | 6,090 | 1 | Y | Yes | 19 | 3 | 1 | 80 | 2 | 35 | 2 | 4 | 22 | 1 | 7 | 3 |
28 | Yes | Non-Travel | 373 | Hardware | 5 | 5 | Marketing | 1 | 4,767 | 4 | Female | 118 | 3 | 4 | Human Resources | 3 | Single | 24,324 | 510,804 | 8 | Y | Yes | 2 | 4 | 1 | 80 | 4 | 30 | 5 | 3 | 26 | 11 | 13 | 10 |
38 | Yes | Travel_Frequently | 970 | Sales | 45 | 1 | Technical Degree | 1 | 4,768 | 3 | Female | 179 | 2 | 5 | Human Resources | 3 | Married | 26,498 | 423,968 | 7 | Y | No | 42 | 1 | 4 | 80 | 1 | 18 | 5 | 2 | 4 | 3 | 3 | 3 |
24 | No | Travel_Rarely | 886 | Human Resources | 33 | 4 | Marketing | 1 | 4,769 | 2 | Male | 33 | 3 | 2 | Manager | 3 | Married | 17,126 | 239,764 | 4 | Y | Yes | 13 | 1 | 1 | 80 | 2 | 7 | 1 | 2 | 7 | 3 | 2 | 6 |
52 | No | Travel_Rarely | 591 | Sales | 1 | 1 | Other | 1 | 4,770 | 1 | Male | 199 | 4 | 3 | Sales Representative | 1 | Married | 44,123 | 1,235,444 | 5 | Y | Yes | 23 | 3 | 2 | 80 | 3 | 9 | 4 | 4 | 1 | 1 | 1 | 1 |
55 | No | Travel_Frequently | 963 | Human Resources | 50 | 2 | Medical | 1 | 4,771 | 3 | Male | 136 | 4 | 3 | Developer | 4 | Divorced | 21,790 | 196,110 | 5 | Y | No | 45 | 1 | 3 | 80 | 4 | 29 | 6 | 4 | 16 | 11 | 2 | 12 |
60 | No | Travel_Rarely | 219 | Sales | 45 | 3 | Other | 1 | 4,772 | 2 | Male | 88 | 1 | 1 | Research Director | 4 | Single | 34,314 | 549,024 | 2 | Y | No | 36 | 3 | 1 | 80 | 1 | 36 | 2 | 4 | 26 | 10 | 22 | 21 |
48 | Yes | Non-Travel | 455 | Support | 11 | 4 | Marketing | 1 | 4,773 | 3 | Female | 30 | 1 | 5 | Laboratory Technician | 2 | Single | 15,040 | 105,280 | 8 | Y | Yes | 43 | 1 | 4 | 80 | 4 | 10 | 5 | 3 | 3 | 2 | 3 | 3 |
39 | Yes | Travel_Rarely | 706 | Sales | 17 | 5 | Medical | 1 | 4,774 | 2 | Female | 90 | 1 | 1 | Manager | 1 | Divorced | 44,624 | 267,744 | 6 | Y | No | 7 | 1 | 1 | 80 | 2 | 16 | 5 | 3 | 15 | 14 | 8 | 2 |
53 | No | Travel_Frequently | 734 | Hardware | 22 | 4 | Marketing | 1 | 4,775 | 3 | Female | 164 | 1 | 4 | Manager | 2 | Married | 44,843 | 269,058 | 7 | Y | Yes | 33 | 1 | 2 | 80 | 1 | 29 | 3 | 2 | 28 | 14 | 20 | 28 |
43 | No | Travel_Rarely | 1,022 | Hardware | 31 | 4 | Marketing | 1 | 4,776 | 2 | Female | 131 | 1 | 2 | Sales Executive | 2 | Divorced | 23,208 | 139,248 | 0 | Y | No | 23 | 1 | 4 | 80 | 3 | 1 | 4 | 1 | 1 | 1 | 1 | 1 |
34 | Yes | Travel_Rarely | 839 | Support | 39 | 3 | Medical | 1 | 4,777 | 1 | Male | 60 | 2 | 5 | Healthcare Representative | 1 | Divorced | 28,628 | 343,536 | 3 | Y | Yes | 33 | 2 | 4 | 80 | 3 | 9 | 4 | 3 | 4 | 3 | 1 | 3 |
48 | Yes | Non-Travel | 1,438 | Sales | 1 | 2 | Medical | 1 | 4,778 | 1 | Male | 91 | 4 | 4 | Manager | 3 | Married | 32,958 | 593,244 | 2 | Y | Yes | 26 | 4 | 2 | 80 | 2 | 14 | 6 | 3 | 8 | 2 | 6 | 7 |
20 | No | Travel_Rarely | 286 | Research & Development | 33 | 1 | Marketing | 1 | 4,779 | 3 | Male | 135 | 4 | 5 | Developer | 1 | Single | 32,947 | 230,629 | 4 | Y | No | 0 | 1 | 1 | 80 | 2 | 19 | 3 | 4 | 1 | 1 | 1 | 1 |
54 | Yes | Travel_Rarely | 979 | Human Resources | 25 | 3 | Technical Degree | 1 | 4,780 | 4 | Male | 149 | 1 | 4 | Manager | 4 | Married | 13,490 | 107,920 | 1 | Y | No | 36 | 4 | 3 | 80 | 4 | 11 | 6 | 1 | 6 | 5 | 4 | 4 |
21 | Yes | Non-Travel | 304 | Human Resources | 28 | 3 | Medical | 1 | 4,781 | 2 | Male | 106 | 3 | 1 | Manufacturing Director | 4 | Divorced | 45,521 | 500,731 | 2 | Y | No | 20 | 4 | 1 | 80 | 3 | 23 | 6 | 1 | 16 | 10 | 9 | 6 |
22 | No | Non-Travel | 317 | Research & Development | 6 | 2 | Technical Degree | 1 | 4,782 | 3 | Male | 82 | 2 | 4 | Developer | 3 | Single | 20,670 | 537,420 | 5 | Y | No | 2 | 2 | 1 | 80 | 3 | 22 | 3 | 4 | 1 | 1 | 1 | 1 |
37 | No | Non-Travel | 1,146 | Software | 43 | 1 | Marketing | 1 | 4,783 | 1 | Male | 170 | 1 | 1 | Healthcare Representative | 1 | Married | 13,111 | 380,219 | 3 | Y | Yes | 22 | 1 | 3 | 80 | 2 | 36 | 1 | 1 | 34 | 8 | 2 | 29 |
35 | Yes | Non-Travel | 591 | Research & Development | 31 | 4 | Technical Degree | 1 | 4,784 | 4 | Male | 170 | 3 | 5 | Research Director | 2 | Divorced | 35,869 | 896,725 | 3 | Y | Yes | 0 | 4 | 3 | 80 | 4 | 39 | 4 | 3 | 14 | 14 | 4 | 8 |
55 | No | Non-Travel | 525 | Human Resources | 36 | 1 | Other | 1 | 4,785 | 2 | Male | 77 | 4 | 5 | Research Scientist | 3 | Single | 31,135 | 840,645 | 4 | Y | No | 40 | 3 | 2 | 80 | 1 | 19 | 6 | 3 | 5 | 1 | 5 | 1 |
35 | Yes | Non-Travel | 220 | Hardware | 46 | 2 | Life Sciences | 1 | 4,786 | 1 | Female | 99 | 3 | 2 | Manufacturing Director | 4 | Divorced | 49,628 | 1,339,956 | 7 | Y | No | 13 | 3 | 3 | 80 | 1 | 10 | 5 | 1 | 8 | 2 | 1 | 6 |
39 | Yes | Travel_Rarely | 1,365 | Research & Development | 45 | 4 | Medical | 1 | 4,787 | 1 | Female | 158 | 1 | 2 | Sales Executive | 4 | Divorced | 33,490 | 703,290 | 0 | Y | Yes | 36 | 3 | 2 | 80 | 1 | 7 | 2 | 1 | 6 | 4 | 1 | 4 |
24 | No | Non-Travel | 525 | Human Resources | 9 | 1 | Marketing | 1 | 4,788 | 2 | Female | 149 | 1 | 1 | Manager | 2 | Married | 36,926 | 36,926 | 6 | Y | Yes | 25 | 3 | 1 | 80 | 3 | 26 | 6 | 4 | 2 | 2 | 1 | 1 |
38 | No | Travel_Frequently | 962 | Hardware | 7 | 3 | Marketing | 1 | 4,789 | 2 | Male | 188 | 2 | 2 | Research Scientist | 3 | Divorced | 43,509 | 261,054 | 1 | Y | No | 31 | 3 | 2 | 80 | 3 | 25 | 2 | 2 | 7 | 3 | 5 | 2 |
46 | No | Travel_Frequently | 497 | Support | 10 | 5 | Human Resources | 1 | 4,790 | 1 | Male | 101 | 1 | 4 | Manager | 1 | Single | 3,740 | 18,700 | 3 | Y | Yes | 43 | 4 | 4 | 80 | 2 | 14 | 4 | 2 | 7 | 6 | 2 | 7 |
28 | No | Travel_Frequently | 1,282 | Sales | 15 | 4 | Marketing | 1 | 4,791 | 4 | Female | 66 | 1 | 5 | Sales Representative | 2 | Divorced | 9,474 | 198,954 | 1 | Y | No | 27 | 1 | 3 | 80 | 3 | 14 | 1 | 2 | 11 | 3 | 3 | 4 |
46 | No | Travel_Frequently | 629 | Software | 3 | 2 | Other | 1 | 4,792 | 4 | Male | 93 | 4 | 5 | Manufacturing Director | 1 | Single | 47,076 | 1,412,280 | 7 | Y | No | 12 | 1 | 3 | 80 | 2 | 5 | 1 | 1 | 5 | 5 | 4 | 5 |
44 | Yes | Travel_Rarely | 590 | Research & Development | 30 | 2 | Technical Degree | 1 | 4,793 | 3 | Female | 169 | 2 | 1 | Human Resources | 2 | Divorced | 10,656 | 85,248 | 3 | Y | No | 1 | 2 | 4 | 80 | 2 | 10 | 5 | 1 | 8 | 6 | 6 | 8 |
43 | Yes | Travel_Rarely | 1,071 | Human Resources | 14 | 4 | Other | 1 | 4,794 | 3 | Female | 113 | 4 | 3 | Sales Executive | 1 | Married | 33,172 | 33,172 | 5 | Y | No | 44 | 3 | 3 | 80 | 3 | 17 | 6 | 3 | 13 | 5 | 13 | 13 |
34 | No | Travel_Frequently | 1,218 | Human Resources | 26 | 1 | Medical | 1 | 4,795 | 3 | Male | 117 | 2 | 3 | Human Resources | 2 | Single | 32,283 | 645,660 | 8 | Y | No | 21 | 4 | 3 | 80 | 4 | 31 | 4 | 3 | 24 | 24 | 18 | 17 |
47 | Yes | Travel_Frequently | 698 | Human Resources | 40 | 4 | Technical Degree | 1 | 4,796 | 4 | Female | 62 | 1 | 5 | Human Resources | 3 | Single | 11,044 | 320,276 | 1 | Y | No | 22 | 2 | 2 | 80 | 4 | 21 | 6 | 2 | 19 | 10 | 18 | 15 |
58 | Yes | Travel_Rarely | 1,378 | Sales | 9 | 3 | Other | 1 | 4,797 | 1 | Male | 72 | 3 | 5 | Research Scientist | 4 | Married | 20,403 | 326,448 | 6 | Y | No | 49 | 3 | 3 | 80 | 4 | 18 | 6 | 1 | 16 | 10 | 13 | 14 |
39 | No | Non-Travel | 1,274 | Software | 39 | 3 | Medical | 1 | 4,798 | 4 | Male | 76 | 3 | 5 | Laboratory Technician | 3 | Married | 41,073 | 944,679 | 3 | Y | No | 8 | 4 | 3 | 80 | 3 | 33 | 6 | 2 | 18 | 7 | 18 | 16 |
54 | Yes | Non-Travel | 931 | Software | 19 | 1 | Marketing | 1 | 4,799 | 4 | Female | 152 | 4 | 2 | Research Director | 3 | Single | 40,061 | 600,915 | 2 | Y | Yes | 45 | 3 | 3 | 80 | 4 | 8 | 4 | 3 | 7 | 6 | 6 | 4 |
20 | No | Travel_Rarely | 188 | Hardware | 41 | 3 | Medical | 1 | 4,800 | 3 | Female | 32 | 3 | 2 | Healthcare Representative | 2 | Married | 30,827 | 739,848 | 5 | Y | No | 3 | 3 | 4 | 80 | 2 | 26 | 6 | 1 | 3 | 2 | 2 | 2 |