Age
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60
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values | BusinessTravel
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values | DailyRate
int64 100
1.5k
| Department
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values | DistanceFromHome
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50
| Education
int64 1
5
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values | EmployeeCount
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| EmployeeNumber
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values | HourlyRate
int64 30
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| JobInvolvement
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4
| MaritalStatus
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values | MonthlyIncome
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51k
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int64 1.05k
1.5M
| NumCompaniesWorked
int64 0
8
| Over18
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value | OverTime
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values | PercentSalaryHike
int64 0
49
| PerformanceRating
int64 1
4
| RelationshipSatisfaction
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4
| StandardHours
int64 80
80
| StockOptionLevel
int64 1
4
| TotalWorkingYears
int64 1
40
| TrainingTimesLastYear
int64 1
6
| WorkLifeBalance
int64 1
4
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| YearsInCurrentRole
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35
| YearsSinceLastPromotion
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39
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int64 1
40
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
45 | Yes | Non-Travel | 1,094 | Hardware | 11 | 5 | Marketing | 1 | 1,001 | 3 | Male | 198 | 1 | 2 | Developer | 1 | Divorced | 20,707 | 517,675 | 1 | Y | No | 31 | 3 | 3 | 80 | 3 | 37 | 6 | 4 | 3 | 3 | 2 | 2 |
53 | Yes | Travel_Frequently | 755 | Support | 2 | 2 | Life Sciences | 1 | 1,002 | 1 | Female | 75 | 4 | 3 | Research Director | 1 | Divorced | 25,027 | 425,459 | 6 | Y | Yes | 21 | 3 | 3 | 80 | 3 | 25 | 3 | 4 | 10 | 2 | 7 | 9 |
20 | Yes | Non-Travel | 1,132 | Software | 48 | 2 | Life Sciences | 1 | 1,003 | 1 | Female | 177 | 4 | 3 | Laboratory Technician | 1 | Divorced | 10,989 | 175,824 | 4 | Y | Yes | 43 | 2 | 3 | 80 | 4 | 22 | 3 | 1 | 20 | 13 | 16 | 9 |
42 | No | Travel_Rarely | 404 | Human Resources | 25 | 5 | Medical | 1 | 1,004 | 1 | Female | 127 | 1 | 4 | Manufacturing Director | 3 | Married | 16,162 | 129,296 | 5 | Y | No | 46 | 4 | 3 | 80 | 1 | 7 | 2 | 4 | 3 | 1 | 1 | 3 |
40 | No | Non-Travel | 1,090 | Sales | 2 | 2 | Marketing | 1 | 1,005 | 4 | Female | 96 | 2 | 5 | Sales Representative | 1 | Single | 15,277 | 443,033 | 1 | Y | Yes | 23 | 4 | 4 | 80 | 2 | 19 | 3 | 1 | 13 | 10 | 10 | 11 |
40 | Yes | Travel_Frequently | 315 | Support | 31 | 3 | Life Sciences | 1 | 1,006 | 1 | Male | 161 | 1 | 1 | Manufacturing Director | 3 | Single | 30,467 | 761,675 | 8 | Y | Yes | 45 | 1 | 4 | 80 | 2 | 22 | 5 | 1 | 17 | 11 | 13 | 6 |
46 | Yes | Travel_Rarely | 1,323 | Research & Development | 24 | 3 | Marketing | 1 | 1,007 | 1 | Female | 145 | 4 | 2 | Research Scientist | 1 | Single | 42,927 | 643,905 | 7 | Y | No | 21 | 1 | 2 | 80 | 4 | 5 | 1 | 1 | 4 | 2 | 2 | 4 |
44 | No | Travel_Rarely | 1,475 | Support | 7 | 5 | Human Resources | 1 | 1,008 | 1 | Male | 105 | 3 | 2 | Developer | 1 | Married | 7,612 | 60,896 | 8 | Y | Yes | 17 | 1 | 3 | 80 | 2 | 31 | 5 | 1 | 29 | 17 | 9 | 18 |
36 | No | Non-Travel | 412 | Sales | 2 | 5 | Technical Degree | 1 | 1,009 | 2 | Female | 65 | 1 | 4 | Laboratory Technician | 1 | Married | 32,424 | 389,088 | 1 | Y | Yes | 9 | 2 | 1 | 80 | 4 | 29 | 2 | 1 | 6 | 2 | 2 | 4 |
34 | Yes | Travel_Rarely | 1,432 | Sales | 18 | 3 | Human Resources | 1 | 1,010 | 3 | Male | 90 | 3 | 4 | Developer | 1 | Single | 36,283 | 362,830 | 5 | Y | Yes | 44 | 2 | 3 | 80 | 4 | 4 | 4 | 4 | 2 | 1 | 2 | 1 |
56 | Yes | Travel_Frequently | 988 | Hardware | 29 | 5 | Technical Degree | 1 | 1,011 | 1 | Female | 193 | 3 | 5 | Manufacturing Director | 2 | Divorced | 47,452 | 711,780 | 7 | Y | No | 13 | 2 | 2 | 80 | 4 | 23 | 1 | 3 | 6 | 6 | 2 | 1 |
21 | Yes | Travel_Rarely | 1,488 | Hardware | 17 | 5 | Marketing | 1 | 1,012 | 4 | Female | 35 | 4 | 3 | Sales Executive | 1 | Married | 10,698 | 288,846 | 2 | Y | No | 18 | 4 | 3 | 80 | 3 | 10 | 2 | 2 | 1 | 1 | 1 | 1 |
21 | No | Travel_Rarely | 1,170 | Human Resources | 7 | 5 | Technical Degree | 1 | 1,013 | 1 | Male | 182 | 4 | 3 | Sales Representative | 3 | Single | 34,095 | 170,475 | 0 | Y | No | 46 | 2 | 2 | 80 | 3 | 40 | 6 | 4 | 16 | 14 | 1 | 13 |
20 | No | Travel_Frequently | 242 | Software | 16 | 5 | Life Sciences | 1 | 1,014 | 3 | Female | 35 | 4 | 4 | Laboratory Technician | 4 | Single | 8,415 | 143,055 | 0 | Y | No | 46 | 2 | 3 | 80 | 4 | 16 | 1 | 2 | 16 | 16 | 6 | 2 |
27 | No | Travel_Frequently | 135 | Hardware | 34 | 5 | Marketing | 1 | 1,015 | 2 | Male | 43 | 3 | 4 | Research Scientist | 2 | Divorced | 12,611 | 163,943 | 1 | Y | Yes | 40 | 4 | 1 | 80 | 3 | 33 | 6 | 4 | 16 | 7 | 11 | 3 |
19 | No | Travel_Rarely | 401 | Human Resources | 34 | 5 | Marketing | 1 | 1,016 | 1 | Male | 119 | 1 | 2 | Healthcare Representative | 3 | Married | 31,618 | 758,832 | 8 | Y | Yes | 40 | 3 | 1 | 80 | 4 | 17 | 6 | 2 | 9 | 9 | 3 | 9 |
21 | Yes | Travel_Frequently | 432 | Sales | 45 | 3 | Life Sciences | 1 | 1,017 | 4 | Male | 172 | 4 | 5 | Healthcare Representative | 2 | Divorced | 39,710 | 873,620 | 2 | Y | No | 44 | 2 | 2 | 80 | 4 | 32 | 5 | 3 | 6 | 3 | 1 | 2 |
48 | No | Travel_Rarely | 102 | Sales | 48 | 5 | Medical | 1 | 1,018 | 3 | Male | 197 | 2 | 5 | Research Scientist | 1 | Divorced | 16,562 | 397,488 | 0 | Y | No | 36 | 4 | 4 | 80 | 1 | 33 | 3 | 1 | 32 | 30 | 24 | 10 |
43 | No | Travel_Frequently | 1,210 | Sales | 42 | 4 | Medical | 1 | 1,019 | 2 | Male | 144 | 3 | 5 | Research Scientist | 4 | Divorced | 39,781 | 556,934 | 7 | Y | Yes | 0 | 1 | 1 | 80 | 3 | 40 | 4 | 1 | 7 | 4 | 5 | 5 |
39 | No | Non-Travel | 568 | Software | 9 | 2 | Life Sciences | 1 | 1,020 | 1 | Male | 56 | 1 | 2 | Sales Representative | 1 | Divorced | 28,377 | 312,147 | 7 | Y | Yes | 19 | 2 | 4 | 80 | 3 | 8 | 2 | 2 | 7 | 6 | 3 | 4 |
45 | No | Non-Travel | 717 | Support | 43 | 1 | Technical Degree | 1 | 1,021 | 1 | Male | 34 | 1 | 3 | Research Director | 3 | Single | 16,001 | 400,025 | 6 | Y | No | 45 | 4 | 3 | 80 | 4 | 15 | 4 | 4 | 12 | 10 | 9 | 10 |
49 | Yes | Travel_Frequently | 630 | Sales | 33 | 5 | Marketing | 1 | 1,022 | 1 | Female | 134 | 1 | 5 | Sales Representative | 3 | Single | 20,902 | 501,648 | 7 | Y | Yes | 24 | 3 | 4 | 80 | 4 | 16 | 1 | 2 | 12 | 9 | 6 | 4 |
53 | Yes | Non-Travel | 139 | Hardware | 15 | 5 | Marketing | 1 | 1,023 | 1 | Male | 183 | 4 | 1 | Healthcare Representative | 4 | Divorced | 14,761 | 265,698 | 3 | Y | No | 30 | 4 | 1 | 80 | 4 | 11 | 2 | 3 | 7 | 4 | 6 | 4 |
32 | Yes | Travel_Frequently | 855 | Support | 22 | 4 | Life Sciences | 1 | 1,024 | 4 | Male | 104 | 2 | 3 | Research Director | 4 | Single | 3,754 | 45,048 | 7 | Y | No | 16 | 2 | 3 | 80 | 4 | 33 | 1 | 3 | 2 | 2 | 1 | 1 |
45 | No | Non-Travel | 1,208 | Sales | 7 | 1 | Marketing | 1 | 1,025 | 2 | Male | 200 | 3 | 1 | Manufacturing Director | 3 | Single | 29,358 | 146,790 | 1 | Y | Yes | 15 | 2 | 3 | 80 | 1 | 40 | 3 | 2 | 14 | 13 | 12 | 4 |
52 | Yes | Travel_Rarely | 1,095 | Human Resources | 31 | 1 | Human Resources | 1 | 1,026 | 3 | Female | 194 | 4 | 4 | Research Scientist | 4 | Married | 21,308 | 63,924 | 7 | Y | Yes | 37 | 3 | 1 | 80 | 2 | 7 | 1 | 2 | 5 | 5 | 1 | 3 |
29 | Yes | Non-Travel | 149 | Research & Development | 7 | 5 | Other | 1 | 1,027 | 4 | Female | 31 | 2 | 2 | Sales Executive | 1 | Married | 41,370 | 951,510 | 1 | Y | No | 27 | 2 | 2 | 80 | 1 | 4 | 2 | 3 | 2 | 1 | 2 | 2 |
33 | Yes | Travel_Rarely | 906 | Sales | 1 | 1 | Marketing | 1 | 1,028 | 3 | Male | 138 | 4 | 3 | Research Scientist | 2 | Single | 10,774 | 204,706 | 7 | Y | Yes | 14 | 2 | 2 | 80 | 4 | 29 | 4 | 3 | 10 | 1 | 2 | 3 |
58 | Yes | Travel_Frequently | 540 | Sales | 18 | 5 | Other | 1 | 1,029 | 1 | Male | 199 | 2 | 4 | Human Resources | 1 | Divorced | 10,675 | 170,800 | 0 | Y | Yes | 44 | 3 | 3 | 80 | 3 | 39 | 6 | 1 | 29 | 29 | 29 | 15 |
18 | Yes | Travel_Rarely | 1,356 | Hardware | 41 | 3 | Medical | 1 | 1,030 | 3 | Female | 79 | 2 | 4 | Human Resources | 2 | Divorced | 19,073 | 572,190 | 5 | Y | Yes | 19 | 2 | 3 | 80 | 4 | 4 | 3 | 1 | 4 | 3 | 1 | 2 |
49 | No | Travel_Frequently | 705 | Sales | 15 | 1 | Life Sciences | 1 | 1,031 | 1 | Male | 54 | 1 | 4 | Manager | 4 | Single | 37,536 | 150,144 | 4 | Y | No | 31 | 4 | 4 | 80 | 1 | 27 | 6 | 1 | 10 | 8 | 5 | 3 |
44 | Yes | Travel_Frequently | 157 | Hardware | 10 | 1 | Other | 1 | 1,032 | 2 | Female | 119 | 3 | 4 | Human Resources | 4 | Divorced | 20,675 | 475,525 | 0 | Y | No | 22 | 1 | 2 | 80 | 1 | 4 | 5 | 4 | 4 | 2 | 1 | 3 |
59 | No | Travel_Frequently | 1,327 | Software | 35 | 3 | Technical Degree | 1 | 1,033 | 3 | Female | 91 | 4 | 2 | Research Director | 1 | Single | 32,691 | 261,528 | 3 | Y | Yes | 11 | 3 | 3 | 80 | 1 | 22 | 1 | 4 | 12 | 10 | 5 | 7 |
36 | No | Non-Travel | 358 | Support | 16 | 1 | Other | 1 | 1,034 | 2 | Female | 189 | 1 | 4 | Sales Executive | 4 | Divorced | 41,121 | 411,210 | 3 | Y | Yes | 38 | 2 | 4 | 80 | 4 | 32 | 2 | 4 | 12 | 8 | 8 | 4 |
50 | Yes | Travel_Rarely | 821 | Sales | 42 | 5 | Life Sciences | 1 | 1,035 | 3 | Female | 91 | 1 | 4 | Developer | 4 | Single | 43,893 | 570,609 | 3 | Y | No | 20 | 3 | 3 | 80 | 2 | 19 | 6 | 4 | 11 | 5 | 4 | 6 |
25 | Yes | Travel_Rarely | 1,409 | Software | 42 | 3 | Life Sciences | 1 | 1,036 | 4 | Female | 90 | 2 | 4 | Developer | 3 | Married | 3,375 | 50,625 | 4 | Y | Yes | 39 | 1 | 3 | 80 | 2 | 8 | 6 | 1 | 1 | 1 | 1 | 1 |
36 | Yes | Travel_Frequently | 1,033 | Software | 11 | 1 | Life Sciences | 1 | 1,037 | 1 | Male | 75 | 3 | 2 | Sales Representative | 2 | Divorced | 49,833 | 1,195,992 | 7 | Y | No | 12 | 3 | 4 | 80 | 1 | 11 | 6 | 2 | 2 | 2 | 1 | 2 |
50 | Yes | Travel_Frequently | 567 | Hardware | 44 | 4 | Medical | 1 | 1,038 | 2 | Female | 103 | 1 | 2 | Sales Representative | 3 | Divorced | 26,732 | 133,660 | 5 | Y | Yes | 12 | 4 | 4 | 80 | 4 | 1 | 2 | 3 | 1 | 1 | 1 | 1 |
52 | No | Travel_Frequently | 1,312 | Hardware | 18 | 5 | Life Sciences | 1 | 1,039 | 2 | Female | 193 | 3 | 5 | Human Resources | 4 | Divorced | 44,875 | 1,032,125 | 8 | Y | No | 22 | 4 | 3 | 80 | 1 | 13 | 2 | 1 | 4 | 3 | 1 | 3 |
51 | Yes | Non-Travel | 730 | Software | 27 | 3 | Life Sciences | 1 | 1,040 | 1 | Female | 46 | 3 | 4 | Sales Executive | 3 | Single | 20,443 | 61,329 | 4 | Y | Yes | 41 | 4 | 2 | 80 | 3 | 25 | 1 | 1 | 6 | 4 | 4 | 4 |
35 | Yes | Travel_Frequently | 1,412 | Support | 28 | 2 | Medical | 1 | 1,041 | 4 | Male | 130 | 2 | 3 | Sales Executive | 3 | Married | 50,563 | 809,008 | 1 | Y | No | 0 | 3 | 4 | 80 | 4 | 23 | 5 | 3 | 16 | 12 | 16 | 1 |
37 | No | Travel_Rarely | 163 | Hardware | 34 | 3 | Human Resources | 1 | 1,042 | 4 | Female | 176 | 4 | 3 | Manager | 4 | Single | 26,758 | 749,224 | 7 | Y | No | 48 | 1 | 4 | 80 | 2 | 39 | 5 | 3 | 2 | 2 | 1 | 1 |
26 | No | Non-Travel | 395 | Research & Development | 39 | 4 | Marketing | 1 | 1,043 | 3 | Male | 30 | 2 | 4 | Human Resources | 4 | Divorced | 2,308 | 41,544 | 2 | Y | Yes | 31 | 3 | 2 | 80 | 3 | 19 | 2 | 2 | 7 | 4 | 5 | 5 |
22 | Yes | Non-Travel | 132 | Sales | 6 | 4 | Life Sciences | 1 | 1,044 | 3 | Female | 185 | 1 | 3 | Manager | 1 | Single | 30,568 | 917,040 | 1 | Y | Yes | 20 | 2 | 1 | 80 | 4 | 40 | 3 | 2 | 29 | 4 | 6 | 21 |
45 | Yes | Travel_Frequently | 1,473 | Software | 38 | 1 | Medical | 1 | 1,045 | 2 | Male | 45 | 3 | 3 | Research Scientist | 1 | Divorced | 22,219 | 577,694 | 0 | Y | No | 37 | 1 | 2 | 80 | 1 | 17 | 4 | 2 | 4 | 2 | 1 | 2 |
53 | Yes | Travel_Rarely | 983 | Support | 18 | 5 | Human Resources | 1 | 1,046 | 3 | Female | 110 | 1 | 1 | Manager | 1 | Single | 15,341 | 260,797 | 6 | Y | Yes | 40 | 3 | 2 | 80 | 4 | 6 | 6 | 2 | 4 | 1 | 2 | 1 |
53 | No | Travel_Frequently | 848 | Research & Development | 16 | 2 | Other | 1 | 1,047 | 1 | Female | 53 | 1 | 5 | Healthcare Representative | 3 | Single | 1,502 | 3,004 | 4 | Y | No | 46 | 4 | 4 | 80 | 3 | 40 | 6 | 2 | 40 | 6 | 23 | 38 |
20 | No | Non-Travel | 987 | Human Resources | 12 | 3 | Life Sciences | 1 | 1,048 | 3 | Female | 184 | 2 | 3 | Healthcare Representative | 2 | Single | 7,526 | 150,520 | 8 | Y | Yes | 37 | 1 | 4 | 80 | 1 | 29 | 4 | 2 | 18 | 9 | 5 | 4 |
22 | No | Travel_Rarely | 619 | Sales | 17 | 5 | Human Resources | 1 | 1,049 | 4 | Female | 177 | 3 | 1 | Human Resources | 1 | Married | 28,360 | 595,560 | 5 | Y | Yes | 8 | 2 | 1 | 80 | 3 | 23 | 4 | 2 | 6 | 5 | 5 | 5 |
41 | Yes | Travel_Rarely | 1,406 | Hardware | 21 | 2 | Medical | 1 | 1,050 | 2 | Male | 120 | 3 | 3 | Sales Representative | 3 | Divorced | 14,132 | 113,056 | 5 | Y | No | 27 | 4 | 4 | 80 | 4 | 10 | 1 | 4 | 1 | 1 | 1 | 1 |
38 | Yes | Non-Travel | 704 | Human Resources | 36 | 4 | Technical Degree | 1 | 1,051 | 3 | Male | 136 | 3 | 2 | Sales Executive | 3 | Single | 9,850 | 68,950 | 5 | Y | No | 12 | 2 | 4 | 80 | 2 | 25 | 1 | 2 | 10 | 1 | 8 | 6 |
34 | No | Travel_Frequently | 580 | Human Resources | 19 | 3 | Human Resources | 1 | 1,052 | 4 | Male | 46 | 2 | 1 | Developer | 3 | Single | 20,650 | 557,550 | 8 | Y | Yes | 47 | 1 | 2 | 80 | 1 | 6 | 4 | 3 | 2 | 2 | 2 | 2 |
51 | Yes | Non-Travel | 721 | Sales | 34 | 3 | Other | 1 | 1,053 | 4 | Male | 195 | 2 | 5 | Laboratory Technician | 4 | Single | 48,610 | 1,361,080 | 2 | Y | No | 2 | 4 | 1 | 80 | 3 | 28 | 4 | 4 | 21 | 12 | 4 | 3 |
38 | Yes | Non-Travel | 797 | Sales | 31 | 1 | Medical | 1 | 1,054 | 4 | Male | 103 | 1 | 4 | Healthcare Representative | 2 | Single | 29,014 | 58,028 | 8 | Y | Yes | 26 | 4 | 2 | 80 | 3 | 17 | 2 | 1 | 6 | 2 | 6 | 1 |
25 | No | Travel_Rarely | 1,113 | Human Resources | 38 | 2 | Medical | 1 | 1,055 | 3 | Male | 135 | 2 | 5 | Sales Representative | 3 | Divorced | 47,917 | 143,751 | 2 | Y | No | 34 | 3 | 1 | 80 | 1 | 20 | 4 | 4 | 7 | 7 | 3 | 7 |
40 | Yes | Non-Travel | 241 | Hardware | 46 | 5 | Other | 1 | 1,056 | 3 | Male | 143 | 1 | 2 | Laboratory Technician | 3 | Divorced | 27,797 | 166,782 | 6 | Y | No | 24 | 1 | 2 | 80 | 4 | 38 | 2 | 1 | 18 | 5 | 13 | 11 |
47 | Yes | Travel_Frequently | 142 | Sales | 33 | 1 | Medical | 1 | 1,057 | 2 | Male | 96 | 1 | 2 | Research Scientist | 3 | Single | 30,999 | 371,988 | 4 | Y | Yes | 45 | 3 | 3 | 80 | 3 | 40 | 5 | 3 | 30 | 2 | 11 | 15 |
39 | Yes | Non-Travel | 1,499 | Human Resources | 47 | 1 | Other | 1 | 1,058 | 2 | Female | 41 | 1 | 2 | Manager | 3 | Divorced | 49,313 | 49,313 | 0 | Y | Yes | 7 | 1 | 2 | 80 | 3 | 32 | 4 | 1 | 27 | 5 | 25 | 12 |
52 | No | Travel_Frequently | 538 | Human Resources | 45 | 4 | Medical | 1 | 1,059 | 2 | Female | 161 | 4 | 4 | Sales Representative | 4 | Married | 23,038 | 276,456 | 6 | Y | Yes | 42 | 1 | 1 | 80 | 4 | 15 | 3 | 4 | 15 | 5 | 1 | 3 |
52 | Yes | Non-Travel | 1,200 | Research & Development | 33 | 3 | Life Sciences | 1 | 1,060 | 3 | Female | 101 | 4 | 4 | Research Scientist | 1 | Married | 30,821 | 308,210 | 0 | Y | No | 5 | 1 | 1 | 80 | 3 | 28 | 5 | 4 | 6 | 6 | 2 | 3 |
25 | No | Travel_Frequently | 724 | Research & Development | 23 | 1 | Medical | 1 | 1,061 | 1 | Male | 59 | 3 | 4 | Research Scientist | 1 | Married | 6,813 | 177,138 | 6 | Y | Yes | 9 | 1 | 2 | 80 | 3 | 40 | 6 | 1 | 40 | 26 | 31 | 40 |
58 | No | Travel_Frequently | 1,371 | Human Resources | 22 | 4 | Technical Degree | 1 | 1,062 | 3 | Female | 100 | 2 | 3 | Healthcare Representative | 4 | Divorced | 9,524 | 171,432 | 5 | Y | No | 3 | 4 | 4 | 80 | 3 | 8 | 5 | 4 | 4 | 4 | 4 | 4 |
24 | No | Travel_Rarely | 514 | Research & Development | 20 | 4 | Human Resources | 1 | 1,063 | 4 | Female | 195 | 2 | 1 | Sales Representative | 3 | Divorced | 25,407 | 711,396 | 7 | Y | Yes | 29 | 3 | 2 | 80 | 3 | 4 | 1 | 4 | 1 | 1 | 1 | 1 |
44 | No | Travel_Frequently | 804 | Hardware | 21 | 5 | Marketing | 1 | 1,064 | 3 | Male | 122 | 2 | 4 | Sales Representative | 3 | Married | 43,537 | 565,981 | 7 | Y | No | 47 | 2 | 2 | 80 | 1 | 29 | 1 | 2 | 16 | 16 | 13 | 8 |
42 | Yes | Non-Travel | 1,107 | Sales | 38 | 4 | Marketing | 1 | 1,065 | 2 | Female | 180 | 3 | 2 | Laboratory Technician | 1 | Divorced | 17,929 | 286,864 | 3 | Y | No | 24 | 1 | 2 | 80 | 1 | 24 | 2 | 2 | 5 | 5 | 1 | 2 |
55 | Yes | Travel_Frequently | 680 | Software | 37 | 5 | Life Sciences | 1 | 1,066 | 4 | Female | 101 | 4 | 5 | Research Scientist | 3 | Divorced | 13,526 | 378,728 | 6 | Y | Yes | 16 | 3 | 3 | 80 | 3 | 4 | 1 | 4 | 1 | 1 | 1 | 1 |
20 | Yes | Travel_Frequently | 547 | Hardware | 24 | 2 | Other | 1 | 1,067 | 4 | Male | 99 | 4 | 2 | Manager | 1 | Divorced | 36,673 | 1,063,517 | 4 | Y | Yes | 47 | 4 | 1 | 80 | 2 | 12 | 1 | 4 | 9 | 3 | 9 | 1 |
28 | Yes | Travel_Frequently | 286 | Support | 50 | 1 | Human Resources | 1 | 1,068 | 2 | Male | 127 | 2 | 1 | Research Director | 3 | Single | 22,192 | 66,576 | 5 | Y | Yes | 43 | 4 | 4 | 80 | 1 | 12 | 4 | 3 | 3 | 2 | 1 | 1 |
53 | Yes | Travel_Rarely | 212 | Research & Development | 49 | 1 | Medical | 1 | 1,069 | 1 | Male | 70 | 4 | 1 | Research Director | 3 | Single | 6,667 | 113,339 | 0 | Y | No | 6 | 2 | 2 | 80 | 1 | 16 | 4 | 3 | 16 | 3 | 1 | 1 |
59 | No | Travel_Rarely | 942 | Research & Development | 23 | 2 | Technical Degree | 1 | 1,070 | 3 | Male | 44 | 1 | 1 | Sales Representative | 4 | Divorced | 21,301 | 553,826 | 4 | Y | No | 42 | 1 | 2 | 80 | 2 | 34 | 5 | 4 | 17 | 1 | 8 | 5 |
47 | No | Travel_Rarely | 369 | Research & Development | 38 | 1 | Technical Degree | 1 | 1,071 | 3 | Female | 182 | 2 | 5 | Manager | 3 | Single | 1,036 | 31,080 | 2 | Y | No | 14 | 3 | 3 | 80 | 1 | 7 | 6 | 1 | 7 | 4 | 7 | 5 |
41 | No | Non-Travel | 280 | Research & Development | 17 | 1 | Medical | 1 | 1,072 | 4 | Male | 140 | 1 | 3 | Human Resources | 4 | Married | 8,433 | 177,093 | 1 | Y | Yes | 4 | 4 | 2 | 80 | 1 | 33 | 4 | 2 | 17 | 7 | 5 | 6 |
46 | Yes | Travel_Frequently | 1,072 | Software | 49 | 1 | Technical Degree | 1 | 1,073 | 4 | Female | 41 | 3 | 4 | Sales Representative | 1 | Married | 18,128 | 507,584 | 5 | Y | No | 44 | 2 | 4 | 80 | 3 | 5 | 4 | 2 | 4 | 1 | 1 | 3 |
34 | No | Travel_Rarely | 1,310 | Sales | 1 | 3 | Marketing | 1 | 1,074 | 1 | Male | 177 | 1 | 3 | Manager | 1 | Divorced | 48,153 | 1,300,131 | 1 | Y | Yes | 7 | 4 | 2 | 80 | 1 | 9 | 6 | 1 | 2 | 1 | 1 | 1 |
36 | No | Travel_Frequently | 1,142 | Human Resources | 5 | 3 | Life Sciences | 1 | 1,075 | 1 | Male | 94 | 1 | 5 | Healthcare Representative | 3 | Divorced | 8,836 | 229,736 | 3 | Y | No | 35 | 1 | 1 | 80 | 3 | 32 | 3 | 4 | 25 | 24 | 10 | 13 |
24 | Yes | Travel_Frequently | 884 | Human Resources | 47 | 4 | Medical | 1 | 1,076 | 1 | Female | 195 | 1 | 3 | Research Scientist | 2 | Divorced | 34,776 | 278,208 | 6 | Y | Yes | 2 | 1 | 3 | 80 | 4 | 26 | 2 | 4 | 12 | 4 | 7 | 11 |
53 | No | Non-Travel | 1,001 | Support | 45 | 5 | Life Sciences | 1 | 1,077 | 2 | Female | 109 | 2 | 3 | Manager | 2 | Married | 15,042 | 240,672 | 2 | Y | Yes | 8 | 2 | 3 | 80 | 1 | 23 | 2 | 3 | 2 | 2 | 2 | 1 |
24 | No | Travel_Frequently | 918 | Research & Development | 36 | 1 | Life Sciences | 1 | 1,078 | 1 | Female | 65 | 3 | 4 | Laboratory Technician | 1 | Married | 26,428 | 449,276 | 6 | Y | Yes | 20 | 1 | 1 | 80 | 2 | 5 | 3 | 1 | 2 | 2 | 2 | 1 |
46 | No | Non-Travel | 1,406 | Human Resources | 24 | 3 | Technical Degree | 1 | 1,079 | 1 | Female | 159 | 1 | 3 | Healthcare Representative | 3 | Divorced | 42,650 | 980,950 | 6 | Y | No | 35 | 2 | 4 | 80 | 2 | 21 | 6 | 1 | 17 | 14 | 8 | 10 |
54 | No | Travel_Rarely | 675 | Software | 28 | 1 | Marketing | 1 | 1,080 | 3 | Female | 123 | 4 | 2 | Sales Executive | 2 | Single | 42,577 | 340,616 | 1 | Y | No | 24 | 2 | 2 | 80 | 2 | 31 | 3 | 3 | 10 | 10 | 1 | 10 |
47 | Yes | Travel_Frequently | 332 | Sales | 11 | 1 | Marketing | 1 | 1,081 | 2 | Female | 65 | 4 | 4 | Healthcare Representative | 3 | Divorced | 5,108 | 91,944 | 2 | Y | No | 9 | 3 | 3 | 80 | 4 | 23 | 1 | 3 | 1 | 1 | 1 | 1 |
38 | No | Travel_Rarely | 168 | Support | 3 | 3 | Medical | 1 | 1,082 | 2 | Male | 115 | 3 | 1 | Manufacturing Director | 3 | Single | 29,732 | 802,764 | 8 | Y | No | 30 | 2 | 1 | 80 | 3 | 22 | 4 | 1 | 19 | 14 | 16 | 7 |
57 | Yes | Travel_Frequently | 389 | Hardware | 17 | 5 | Human Resources | 1 | 1,083 | 2 | Male | 186 | 4 | 3 | Laboratory Technician | 3 | Single | 35,888 | 968,976 | 8 | Y | No | 9 | 3 | 4 | 80 | 3 | 22 | 6 | 3 | 11 | 7 | 6 | 3 |
21 | No | Non-Travel | 281 | Support | 4 | 3 | Technical Degree | 1 | 1,084 | 4 | Male | 65 | 2 | 4 | Manager | 2 | Married | 12,495 | 274,890 | 3 | Y | No | 41 | 2 | 1 | 80 | 1 | 2 | 3 | 2 | 1 | 1 | 1 | 1 |
59 | Yes | Travel_Rarely | 289 | Hardware | 10 | 5 | Marketing | 1 | 1,085 | 2 | Male | 103 | 2 | 2 | Manager | 2 | Single | 30,840 | 277,560 | 2 | Y | No | 28 | 4 | 3 | 80 | 3 | 15 | 6 | 2 | 4 | 2 | 4 | 1 |
44 | No | Travel_Frequently | 977 | Research & Development | 9 | 5 | Life Sciences | 1 | 1,086 | 2 | Female | 48 | 3 | 5 | Human Resources | 2 | Married | 9,648 | 57,888 | 4 | Y | Yes | 2 | 4 | 3 | 80 | 1 | 32 | 6 | 2 | 6 | 5 | 1 | 2 |
36 | No | Travel_Frequently | 258 | Human Resources | 48 | 3 | Marketing | 1 | 1,087 | 4 | Male | 37 | 1 | 3 | Manager | 3 | Single | 43,879 | 131,637 | 0 | Y | Yes | 25 | 2 | 1 | 80 | 4 | 1 | 2 | 3 | 1 | 1 | 1 | 1 |
58 | Yes | Non-Travel | 689 | Research & Development | 37 | 4 | Life Sciences | 1 | 1,088 | 2 | Male | 162 | 3 | 3 | Research Director | 3 | Single | 7,468 | 201,636 | 0 | Y | Yes | 38 | 3 | 4 | 80 | 3 | 20 | 2 | 1 | 17 | 12 | 15 | 13 |
52 | No | Travel_Frequently | 1,218 | Hardware | 21 | 3 | Human Resources | 1 | 1,089 | 1 | Female | 124 | 2 | 5 | Research Director | 3 | Divorced | 21,911 | 350,576 | 2 | Y | Yes | 5 | 2 | 3 | 80 | 2 | 40 | 2 | 2 | 29 | 7 | 17 | 16 |
52 | Yes | Travel_Frequently | 358 | Support | 41 | 4 | Life Sciences | 1 | 1,090 | 2 | Female | 161 | 3 | 5 | Manufacturing Director | 1 | Married | 44,957 | 269,742 | 8 | Y | No | 5 | 1 | 1 | 80 | 1 | 2 | 3 | 4 | 2 | 2 | 2 | 2 |
48 | No | Travel_Frequently | 319 | Research & Development | 12 | 5 | Medical | 1 | 1,091 | 2 | Male | 55 | 4 | 2 | Manufacturing Director | 1 | Single | 27,473 | 769,244 | 6 | Y | Yes | 0 | 2 | 1 | 80 | 3 | 40 | 5 | 2 | 36 | 26 | 26 | 25 |
24 | Yes | Travel_Frequently | 515 | Hardware | 25 | 4 | Human Resources | 1 | 1,092 | 4 | Female | 134 | 1 | 2 | Developer | 4 | Single | 28,175 | 535,325 | 5 | Y | No | 7 | 3 | 3 | 80 | 4 | 37 | 3 | 4 | 32 | 6 | 25 | 30 |
22 | Yes | Non-Travel | 1,161 | Sales | 35 | 2 | Other | 1 | 1,093 | 3 | Male | 108 | 3 | 2 | Manufacturing Director | 2 | Married | 9,994 | 9,994 | 0 | Y | No | 44 | 2 | 1 | 80 | 2 | 11 | 3 | 3 | 1 | 1 | 1 | 1 |
36 | Yes | Travel_Rarely | 1,171 | Support | 9 | 1 | Marketing | 1 | 1,094 | 1 | Female | 63 | 2 | 4 | Human Resources | 1 | Single | 3,357 | 26,856 | 6 | Y | Yes | 11 | 2 | 4 | 80 | 2 | 1 | 2 | 2 | 1 | 1 | 1 | 1 |
38 | Yes | Travel_Rarely | 1,373 | Human Resources | 37 | 5 | Medical | 1 | 1,095 | 4 | Male | 182 | 3 | 5 | Sales Representative | 2 | Single | 49,130 | 1,228,250 | 2 | Y | Yes | 32 | 1 | 1 | 80 | 2 | 1 | 1 | 4 | 1 | 1 | 1 | 1 |
40 | Yes | Non-Travel | 618 | Software | 39 | 3 | Human Resources | 1 | 1,096 | 3 | Female | 81 | 2 | 5 | Developer | 4 | Married | 31,011 | 465,165 | 6 | Y | Yes | 5 | 1 | 4 | 80 | 4 | 30 | 4 | 2 | 8 | 3 | 4 | 5 |
19 | No | Travel_Rarely | 391 | Software | 7 | 1 | Human Resources | 1 | 1,097 | 2 | Female | 181 | 4 | 1 | Laboratory Technician | 4 | Divorced | 6,109 | 164,943 | 3 | Y | No | 26 | 2 | 2 | 80 | 1 | 28 | 4 | 4 | 2 | 2 | 1 | 2 |
46 | No | Travel_Frequently | 804 | Sales | 19 | 2 | Medical | 1 | 1,098 | 2 | Female | 189 | 1 | 4 | Sales Executive | 1 | Married | 15,680 | 470,400 | 8 | Y | Yes | 5 | 3 | 4 | 80 | 4 | 40 | 2 | 3 | 25 | 3 | 12 | 22 |
53 | No | Travel_Frequently | 618 | Hardware | 41 | 1 | Other | 1 | 1,099 | 4 | Male | 132 | 2 | 5 | Sales Executive | 1 | Married | 31,516 | 567,288 | 3 | Y | Yes | 42 | 3 | 2 | 80 | 1 | 32 | 3 | 4 | 7 | 1 | 6 | 6 |
40 | No | Travel_Frequently | 668 | Sales | 16 | 2 | Technical Degree | 1 | 1,100 | 3 | Female | 147 | 1 | 1 | Developer | 3 | Married | 8,551 | 222,326 | 2 | Y | No | 17 | 3 | 2 | 80 | 2 | 7 | 1 | 3 | 1 | 1 | 1 | 1 |
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