Age
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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
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values | EmployeeCount
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values | MonthlyIncome
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51k
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1.5M
| NumCompaniesWorked
int64 0
8
| Over18
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values | PercentSalaryHike
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49
| PerformanceRating
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80
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4
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40
| TrainingTimesLastYear
int64 1
6
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|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
48 | Yes | Non-Travel | 403 | Human Resources | 30 | 5 | Other | 1 | 1 | 4 | Male | 61 | 4 | 5 | Research Scientist | 1 | Married | 11,405 | 182,480 | 0 | Y | Yes | 24 | 1 | 2 | 80 | 1 | 26 | 5 | 1 | 7 | 5 | 4 | 2 |
40 | No | Travel_Rarely | 1,433 | Human Resources | 46 | 3 | Technical Degree | 1 | 2 | 1 | Female | 33 | 3 | 5 | Laboratory Technician | 4 | Single | 38,621 | 695,178 | 5 | Y | Yes | 2 | 1 | 2 | 80 | 3 | 18 | 6 | 2 | 10 | 4 | 1 | 5 |
22 | No | Travel_Frequently | 1,259 | Support | 45 | 1 | Marketing | 1 | 3 | 3 | Female | 154 | 3 | 5 | Sales Executive | 3 | Divorced | 48,490 | 242,450 | 5 | Y | Yes | 16 | 4 | 3 | 80 | 4 | 34 | 5 | 2 | 25 | 19 | 24 | 25 |
24 | No | Non-Travel | 1,218 | Software | 8 | 3 | Human Resources | 1 | 4 | 4 | Male | 150 | 1 | 4 | Healthcare Representative | 2 | Divorced | 37,438 | 112,314 | 2 | Y | No | 36 | 1 | 1 | 80 | 3 | 39 | 6 | 3 | 11 | 10 | 8 | 11 |
41 | No | Travel_Rarely | 987 | Software | 43 | 3 | Medical | 1 | 5 | 2 | Female | 196 | 2 | 4 | Laboratory Technician | 1 | Divorced | 3,220 | 28,980 | 7 | Y | No | 3 | 2 | 2 | 80 | 2 | 7 | 4 | 1 | 5 | 5 | 2 | 5 |
50 | Yes | Travel_Rarely | 401 | Human Resources | 40 | 4 | Medical | 1 | 6 | 2 | Male | 137 | 2 | 2 | Manager | 4 | Married | 9,969 | 29,907 | 5 | Y | Yes | 45 | 2 | 4 | 80 | 2 | 2 | 1 | 2 | 1 | 1 | 1 | 1 |
45 | Yes | Travel_Frequently | 670 | Sales | 35 | 2 | Other | 1 | 7 | 3 | Female | 110 | 3 | 5 | Sales Executive | 1 | Married | 5,544 | 144,144 | 7 | Y | Yes | 2 | 2 | 4 | 80 | 3 | 10 | 6 | 2 | 7 | 6 | 5 | 6 |
44 | Yes | Travel_Rarely | 1,377 | Research & Development | 8 | 1 | Human Resources | 1 | 8 | 2 | Female | 132 | 4 | 5 | Sales Executive | 1 | Divorced | 4,126 | 99,024 | 6 | Y | Yes | 44 | 3 | 4 | 80 | 1 | 38 | 2 | 2 | 6 | 1 | 3 | 4 |
41 | Yes | Non-Travel | 1,296 | Research & Development | 6 | 2 | Other | 1 | 9 | 4 | Female | 152 | 3 | 4 | Developer | 2 | Single | 8,390 | 8,390 | 1 | Y | No | 5 | 2 | 3 | 80 | 3 | 10 | 2 | 2 | 1 | 1 | 1 | 1 |
48 | No | Non-Travel | 1,021 | Human Resources | 36 | 2 | Human Resources | 1 | 10 | 2 | Male | 147 | 4 | 1 | Healthcare Representative | 1 | Single | 31,383 | 439,362 | 2 | Y | No | 12 | 2 | 4 | 80 | 1 | 18 | 6 | 2 | 18 | 1 | 16 | 4 |
39 | No | Non-Travel | 538 | Software | 33 | 5 | Life Sciences | 1 | 11 | 4 | Male | 74 | 3 | 5 | Sales Executive | 1 | Married | 14,197 | 425,910 | 1 | Y | No | 27 | 4 | 1 | 80 | 2 | 8 | 4 | 2 | 6 | 1 | 4 | 2 |
50 | Yes | Non-Travel | 1,369 | Sales | 35 | 4 | Life Sciences | 1 | 12 | 3 | Female | 106 | 3 | 1 | Sales Representative | 2 | Divorced | 13,144 | 381,176 | 7 | Y | No | 43 | 4 | 4 | 80 | 1 | 22 | 6 | 4 | 17 | 6 | 3 | 10 |
25 | Yes | Travel_Frequently | 1,247 | Software | 11 | 1 | Technical Degree | 1 | 13 | 4 | Male | 85 | 2 | 5 | Developer | 3 | Single | 18,842 | 546,418 | 3 | Y | No | 14 | 3 | 2 | 80 | 2 | 8 | 3 | 3 | 4 | 2 | 4 | 3 |
55 | Yes | Travel_Rarely | 1,207 | Sales | 6 | 2 | Marketing | 1 | 14 | 3 | Male | 113 | 4 | 3 | Sales Representative | 4 | Married | 29,641 | 503,897 | 7 | Y | No | 10 | 3 | 1 | 80 | 1 | 6 | 3 | 2 | 4 | 3 | 3 | 1 |
60 | No | Travel_Rarely | 1,328 | Hardware | 5 | 2 | Other | 1 | 15 | 4 | Male | 52 | 2 | 4 | Manager | 1 | Divorced | 46,380 | 649,320 | 3 | Y | Yes | 6 | 3 | 4 | 80 | 3 | 10 | 3 | 2 | 3 | 2 | 1 | 2 |
21 | No | Travel_Frequently | 1,115 | Research & Development | 7 | 3 | Marketing | 1 | 16 | 4 | Female | 196 | 2 | 1 | Sales Representative | 4 | Divorced | 13,562 | 230,554 | 8 | Y | No | 47 | 3 | 4 | 80 | 3 | 5 | 5 | 1 | 3 | 2 | 1 | 3 |
30 | No | Non-Travel | 842 | Hardware | 27 | 2 | Technical Degree | 1 | 17 | 3 | Female | 102 | 3 | 1 | Laboratory Technician | 1 | Single | 10,539 | 73,773 | 0 | Y | No | 20 | 4 | 3 | 80 | 1 | 6 | 3 | 1 | 5 | 4 | 3 | 3 |
34 | No | Travel_Rarely | 189 | Research & Development | 48 | 5 | Marketing | 1 | 18 | 2 | Male | 178 | 4 | 2 | Sales Executive | 4 | Single | 43,094 | 646,410 | 3 | Y | Yes | 34 | 3 | 4 | 80 | 1 | 4 | 6 | 2 | 1 | 1 | 1 | 1 |
23 | No | Travel_Frequently | 908 | Research & Development | 35 | 3 | Marketing | 1 | 19 | 4 | Male | 184 | 4 | 5 | Sales Executive | 1 | Married | 1,420 | 19,880 | 1 | Y | No | 22 | 1 | 4 | 80 | 3 | 17 | 2 | 2 | 10 | 9 | 10 | 3 |
19 | No | Non-Travel | 877 | Support | 1 | 4 | Medical | 1 | 20 | 4 | Female | 44 | 1 | 4 | Developer | 4 | Single | 1,567 | 37,608 | 4 | Y | No | 33 | 3 | 1 | 80 | 2 | 1 | 3 | 1 | 1 | 1 | 1 | 1 |
33 | Yes | Non-Travel | 141 | Sales | 41 | 5 | Marketing | 1 | 21 | 1 | Male | 122 | 1 | 4 | Developer | 3 | Married | 8,318 | 249,540 | 5 | Y | No | 23 | 2 | 1 | 80 | 4 | 35 | 4 | 2 | 26 | 9 | 1 | 5 |
32 | Yes | Travel_Frequently | 854 | Sales | 33 | 2 | Technical Degree | 1 | 22 | 1 | Male | 169 | 1 | 4 | Human Resources | 3 | Divorced | 33,386 | 66,772 | 5 | Y | No | 14 | 4 | 1 | 80 | 4 | 21 | 3 | 2 | 8 | 7 | 5 | 1 |
44 | Yes | Travel_Frequently | 303 | Human Resources | 23 | 3 | Human Resources | 1 | 23 | 4 | Female | 195 | 4 | 3 | Healthcare Representative | 1 | Single | 2,127 | 53,175 | 6 | Y | Yes | 9 | 4 | 2 | 80 | 2 | 24 | 6 | 3 | 1 | 1 | 1 | 1 |
28 | Yes | Travel_Rarely | 274 | Research & Development | 40 | 4 | Life Sciences | 1 | 24 | 3 | Male | 140 | 3 | 4 | Sales Representative | 3 | Divorced | 38,437 | 999,362 | 1 | Y | Yes | 3 | 1 | 2 | 80 | 1 | 16 | 4 | 1 | 3 | 2 | 3 | 2 |
23 | No | Travel_Frequently | 999 | Software | 20 | 4 | Other | 1 | 25 | 4 | Male | 114 | 3 | 5 | Sales Representative | 4 | Single | 13,239 | 357,453 | 0 | Y | No | 46 | 2 | 4 | 80 | 4 | 34 | 1 | 4 | 31 | 10 | 28 | 13 |
26 | No | Travel_Frequently | 1,232 | Support | 21 | 3 | Marketing | 1 | 26 | 3 | Male | 90 | 1 | 3 | Developer | 4 | Single | 9,668 | 29,004 | 4 | Y | Yes | 28 | 2 | 3 | 80 | 3 | 35 | 5 | 2 | 5 | 5 | 5 | 4 |
58 | No | Travel_Rarely | 1,401 | Support | 41 | 1 | Other | 1 | 27 | 2 | Female | 86 | 4 | 5 | Laboratory Technician | 3 | Divorced | 3,395 | 44,135 | 5 | Y | Yes | 2 | 3 | 1 | 80 | 4 | 7 | 2 | 2 | 1 | 1 | 1 | 1 |
27 | Yes | Travel_Frequently | 446 | Support | 32 | 3 | Medical | 1 | 28 | 3 | Male | 102 | 4 | 3 | Healthcare Representative | 4 | Married | 31,004 | 341,044 | 3 | Y | Yes | 48 | 1 | 1 | 80 | 1 | 15 | 6 | 1 | 14 | 9 | 2 | 5 |
29 | Yes | Travel_Frequently | 733 | Software | 19 | 3 | Other | 1 | 29 | 3 | Female | 50 | 4 | 2 | Research Scientist | 2 | Married | 42,424 | 806,056 | 2 | Y | No | 13 | 2 | 2 | 80 | 4 | 19 | 4 | 1 | 10 | 8 | 3 | 9 |
38 | No | Travel_Frequently | 337 | Support | 40 | 5 | Life Sciences | 1 | 30 | 3 | Female | 137 | 3 | 1 | Human Resources | 3 | Married | 15,321 | 199,173 | 0 | Y | Yes | 29 | 2 | 3 | 80 | 1 | 4 | 6 | 3 | 2 | 1 | 2 | 1 |
55 | Yes | Non-Travel | 796 | Research & Development | 17 | 1 | Medical | 1 | 31 | 1 | Male | 186 | 4 | 4 | Sales Executive | 4 | Married | 13,289 | 398,670 | 1 | Y | Yes | 41 | 4 | 3 | 80 | 4 | 3 | 4 | 2 | 3 | 1 | 3 | 2 |
25 | No | Travel_Rarely | 970 | Human Resources | 37 | 2 | Technical Degree | 1 | 32 | 3 | Male | 87 | 4 | 5 | Manufacturing Director | 1 | Single | 24,626 | 320,138 | 6 | Y | Yes | 29 | 3 | 1 | 80 | 3 | 15 | 1 | 3 | 6 | 1 | 1 | 5 |
44 | No | Travel_Rarely | 158 | Hardware | 19 | 5 | Marketing | 1 | 33 | 2 | Male | 52 | 3 | 1 | Sales Executive | 4 | Divorced | 31,405 | 628,100 | 6 | Y | No | 40 | 1 | 4 | 80 | 3 | 30 | 5 | 3 | 25 | 6 | 13 | 1 |
57 | No | Travel_Rarely | 162 | Sales | 23 | 5 | Life Sciences | 1 | 34 | 2 | Male | 76 | 2 | 5 | Manager | 3 | Married | 27,173 | 760,844 | 6 | Y | No | 26 | 3 | 2 | 80 | 3 | 1 | 3 | 4 | 1 | 1 | 1 | 1 |
21 | Yes | Travel_Frequently | 805 | Support | 12 | 1 | Life Sciences | 1 | 35 | 2 | Male | 47 | 2 | 5 | Sales Executive | 2 | Divorced | 26,642 | 799,260 | 3 | Y | Yes | 46 | 3 | 4 | 80 | 2 | 32 | 6 | 1 | 25 | 25 | 8 | 21 |
22 | Yes | Travel_Frequently | 1,326 | Research & Development | 30 | 3 | Marketing | 1 | 36 | 2 | Female | 192 | 4 | 1 | Sales Executive | 2 | Single | 8,656 | 190,432 | 6 | Y | No | 22 | 2 | 4 | 80 | 1 | 29 | 5 | 3 | 2 | 1 | 2 | 1 |
29 | No | Travel_Rarely | 766 | Software | 18 | 3 | Life Sciences | 1 | 37 | 3 | Female | 87 | 4 | 2 | Sales Representative | 3 | Divorced | 48,967 | 979,340 | 3 | Y | Yes | 36 | 3 | 2 | 80 | 2 | 37 | 3 | 3 | 34 | 12 | 12 | 9 |
40 | No | Travel_Rarely | 1,018 | Support | 15 | 3 | Marketing | 1 | 38 | 4 | Male | 33 | 3 | 3 | Sales Representative | 3 | Single | 17,218 | 361,578 | 5 | Y | No | 39 | 2 | 4 | 80 | 3 | 10 | 2 | 4 | 4 | 3 | 3 | 4 |
22 | No | Non-Travel | 1,212 | Software | 26 | 5 | Marketing | 1 | 39 | 1 | Female | 122 | 1 | 2 | Manager | 2 | Married | 21,150 | 634,500 | 2 | Y | Yes | 47 | 2 | 3 | 80 | 4 | 39 | 2 | 4 | 31 | 4 | 18 | 4 |
29 | No | Non-Travel | 1,312 | Support | 40 | 4 | Other | 1 | 40 | 1 | Male | 64 | 1 | 1 | Developer | 2 | Divorced | 34,410 | 68,820 | 7 | Y | Yes | 20 | 1 | 1 | 80 | 2 | 19 | 6 | 3 | 2 | 1 | 2 | 2 |
29 | No | Travel_Rarely | 846 | Research & Development | 36 | 5 | Technical Degree | 1 | 41 | 2 | Male | 37 | 4 | 5 | Research Director | 3 | Married | 24,487 | 342,818 | 6 | Y | No | 18 | 3 | 2 | 80 | 4 | 27 | 2 | 1 | 19 | 16 | 16 | 7 |
23 | Yes | Travel_Rarely | 1,420 | Support | 31 | 3 | Life Sciences | 1 | 42 | 3 | Female | 127 | 3 | 5 | Research Director | 1 | Single | 26,835 | 563,535 | 6 | Y | Yes | 7 | 4 | 3 | 80 | 4 | 39 | 1 | 2 | 21 | 13 | 10 | 14 |
38 | No | Travel_Frequently | 1,173 | Human Resources | 6 | 1 | Technical Degree | 1 | 43 | 4 | Female | 60 | 4 | 3 | Laboratory Technician | 4 | Married | 15,961 | 478,830 | 7 | Y | Yes | 32 | 3 | 3 | 80 | 3 | 37 | 6 | 4 | 35 | 24 | 5 | 2 |
43 | Yes | Travel_Frequently | 410 | Support | 45 | 1 | Other | 1 | 44 | 2 | Female | 94 | 3 | 5 | Laboratory Technician | 1 | Divorced | 45,633 | 1,003,926 | 3 | Y | Yes | 4 | 2 | 3 | 80 | 4 | 26 | 4 | 2 | 14 | 7 | 8 | 4 |
31 | Yes | Non-Travel | 371 | Hardware | 32 | 2 | Technical Degree | 1 | 45 | 2 | Female | 154 | 2 | 4 | Healthcare Representative | 3 | Single | 37,786 | 37,786 | 6 | Y | Yes | 39 | 3 | 3 | 80 | 4 | 12 | 2 | 4 | 1 | 1 | 1 | 1 |
24 | No | Travel_Frequently | 1,134 | Software | 40 | 3 | Life Sciences | 1 | 46 | 2 | Male | 144 | 2 | 5 | Manager | 2 | Single | 3,506 | 49,084 | 8 | Y | No | 13 | 2 | 4 | 80 | 1 | 13 | 6 | 3 | 12 | 12 | 12 | 5 |
25 | Yes | Travel_Frequently | 1,470 | Support | 23 | 3 | Marketing | 1 | 47 | 1 | Female | 125 | 4 | 1 | Developer | 4 | Married | 42,775 | 427,750 | 8 | Y | Yes | 8 | 4 | 3 | 80 | 3 | 26 | 2 | 3 | 24 | 15 | 22 | 7 |
50 | Yes | Travel_Frequently | 304 | Hardware | 30 | 1 | Human Resources | 1 | 48 | 2 | Female | 91 | 2 | 4 | Human Resources | 4 | Single | 21,473 | 622,717 | 0 | Y | No | 23 | 4 | 2 | 80 | 3 | 18 | 5 | 3 | 15 | 2 | 1 | 4 |
57 | No | Non-Travel | 622 | Human Resources | 36 | 5 | Human Resources | 1 | 49 | 3 | Female | 195 | 3 | 5 | Healthcare Representative | 4 | Divorced | 21,464 | 21,464 | 2 | Y | Yes | 27 | 3 | 4 | 80 | 2 | 12 | 2 | 1 | 7 | 3 | 5 | 1 |
41 | No | Travel_Rarely | 362 | Support | 2 | 4 | Human Resources | 1 | 50 | 3 | Male | 118 | 1 | 1 | Healthcare Representative | 3 | Married | 50,036 | 550,396 | 0 | Y | No | 22 | 3 | 3 | 80 | 1 | 32 | 5 | 4 | 18 | 4 | 1 | 8 |
31 | No | Travel_Frequently | 112 | Software | 5 | 1 | Technical Degree | 1 | 51 | 1 | Female | 97 | 2 | 2 | Manufacturing Director | 2 | Single | 29,432 | 412,048 | 2 | Y | Yes | 15 | 1 | 4 | 80 | 1 | 38 | 5 | 2 | 32 | 22 | 12 | 1 |
22 | Yes | Travel_Frequently | 742 | Support | 8 | 5 | Medical | 1 | 52 | 1 | Male | 47 | 1 | 2 | Sales Representative | 3 | Married | 31,947 | 479,205 | 7 | Y | No | 36 | 2 | 2 | 80 | 2 | 37 | 3 | 4 | 13 | 4 | 8 | 13 |
41 | Yes | Travel_Frequently | 1,366 | Hardware | 43 | 1 | Medical | 1 | 53 | 1 | Male | 131 | 3 | 5 | Sales Executive | 1 | Single | 25,751 | 154,506 | 2 | Y | No | 38 | 4 | 1 | 80 | 2 | 10 | 4 | 4 | 1 | 1 | 1 | 1 |
18 | No | Non-Travel | 690 | Human Resources | 19 | 3 | Other | 1 | 54 | 3 | Female | 86 | 2 | 2 | Research Director | 1 | Single | 36,270 | 616,590 | 1 | Y | Yes | 30 | 1 | 3 | 80 | 2 | 3 | 1 | 2 | 3 | 3 | 1 | 1 |
60 | No | Travel_Rarely | 895 | Hardware | 41 | 1 | Medical | 1 | 55 | 1 | Female | 85 | 3 | 5 | Healthcare Representative | 1 | Married | 46,010 | 552,120 | 3 | Y | No | 20 | 1 | 1 | 80 | 3 | 37 | 4 | 4 | 21 | 8 | 20 | 13 |
26 | No | Non-Travel | 1,353 | Hardware | 2 | 3 | Life Sciences | 1 | 56 | 4 | Female | 94 | 4 | 2 | Developer | 3 | Divorced | 5,910 | 88,650 | 1 | Y | Yes | 17 | 4 | 3 | 80 | 1 | 34 | 2 | 4 | 21 | 17 | 13 | 13 |
31 | No | Travel_Frequently | 1,182 | Support | 15 | 5 | Human Resources | 1 | 57 | 3 | Male | 55 | 4 | 2 | Developer | 4 | Married | 45,846 | 641,844 | 7 | Y | Yes | 21 | 1 | 1 | 80 | 3 | 29 | 6 | 4 | 2 | 1 | 1 | 1 |
43 | No | Non-Travel | 771 | Human Resources | 3 | 5 | Marketing | 1 | 58 | 4 | Female | 68 | 3 | 2 | Healthcare Representative | 3 | Single | 23,314 | 582,850 | 4 | Y | Yes | 22 | 2 | 2 | 80 | 4 | 36 | 1 | 4 | 5 | 1 | 1 | 1 |
42 | Yes | Travel_Frequently | 1,294 | Software | 39 | 2 | Marketing | 1 | 59 | 4 | Female | 200 | 4 | 2 | Sales Representative | 1 | Married | 13,417 | 26,834 | 0 | Y | No | 1 | 4 | 4 | 80 | 3 | 21 | 5 | 3 | 18 | 8 | 5 | 9 |
26 | Yes | Travel_Frequently | 1,012 | Hardware | 45 | 5 | Other | 1 | 60 | 3 | Male | 156 | 2 | 1 | Manufacturing Director | 4 | Married | 11,522 | 299,572 | 7 | Y | No | 24 | 2 | 3 | 80 | 3 | 33 | 2 | 4 | 4 | 2 | 2 | 2 |
48 | Yes | Non-Travel | 946 | Hardware | 2 | 3 | Human Resources | 1 | 61 | 2 | Male | 117 | 4 | 1 | Manufacturing Director | 1 | Divorced | 11,764 | 270,572 | 8 | Y | Yes | 45 | 1 | 4 | 80 | 4 | 26 | 3 | 1 | 8 | 7 | 5 | 1 |
27 | Yes | Travel_Frequently | 768 | Hardware | 49 | 4 | Other | 1 | 62 | 3 | Female | 86 | 1 | 3 | Sales Representative | 3 | Single | 50,252 | 502,520 | 4 | Y | No | 3 | 2 | 2 | 80 | 2 | 12 | 6 | 3 | 9 | 2 | 1 | 2 |
58 | No | Travel_Rarely | 324 | Human Resources | 50 | 5 | Technical Degree | 1 | 63 | 4 | Male | 86 | 2 | 1 | Research Scientist | 2 | Married | 24,485 | 48,970 | 5 | Y | No | 17 | 3 | 4 | 80 | 2 | 26 | 1 | 2 | 9 | 1 | 3 | 4 |
59 | Yes | Travel_Frequently | 357 | Human Resources | 36 | 3 | Life Sciences | 1 | 64 | 3 | Female | 163 | 2 | 1 | Research Director | 2 | Married | 49,219 | 689,066 | 1 | Y | Yes | 32 | 4 | 2 | 80 | 2 | 23 | 1 | 2 | 7 | 1 | 6 | 1 |
44 | Yes | Non-Travel | 654 | Human Resources | 21 | 3 | Marketing | 1 | 65 | 3 | Male | 175 | 1 | 4 | Sales Representative | 1 | Divorced | 40,676 | 854,196 | 7 | Y | Yes | 38 | 3 | 3 | 80 | 1 | 35 | 6 | 2 | 34 | 32 | 7 | 22 |
57 | Yes | Travel_Rarely | 148 | Research & Development | 30 | 4 | Other | 1 | 66 | 4 | Male | 51 | 3 | 4 | Healthcare Representative | 2 | Single | 33,364 | 467,096 | 4 | Y | Yes | 29 | 2 | 4 | 80 | 3 | 9 | 3 | 1 | 5 | 4 | 4 | 4 |
36 | Yes | Travel_Rarely | 1,144 | Hardware | 9 | 4 | Medical | 1 | 67 | 3 | Female | 47 | 2 | 5 | Sales Executive | 2 | Married | 27,561 | 606,342 | 7 | Y | Yes | 20 | 4 | 4 | 80 | 4 | 4 | 2 | 2 | 1 | 1 | 1 | 1 |
60 | No | Non-Travel | 455 | Sales | 12 | 2 | Technical Degree | 1 | 68 | 4 | Male | 132 | 3 | 5 | Manufacturing Director | 2 | Divorced | 7,182 | 208,278 | 4 | Y | No | 19 | 4 | 2 | 80 | 1 | 28 | 1 | 3 | 17 | 12 | 3 | 16 |
47 | No | Travel_Rarely | 798 | Human Resources | 49 | 3 | Medical | 1 | 69 | 2 | Male | 166 | 2 | 3 | Sales Executive | 2 | Divorced | 1,757 | 45,682 | 6 | Y | Yes | 40 | 1 | 2 | 80 | 1 | 38 | 4 | 4 | 38 | 10 | 5 | 18 |
53 | No | Travel_Frequently | 1,419 | Research & Development | 45 | 1 | Other | 1 | 70 | 4 | Female | 43 | 4 | 2 | Research Director | 4 | Divorced | 27,848 | 306,328 | 7 | Y | No | 8 | 1 | 4 | 80 | 3 | 6 | 3 | 1 | 2 | 1 | 1 | 2 |
38 | Yes | Travel_Rarely | 1,403 | Human Resources | 28 | 1 | Medical | 1 | 71 | 4 | Female | 151 | 2 | 2 | Developer | 4 | Single | 22,607 | 158,249 | 5 | Y | Yes | 46 | 1 | 4 | 80 | 4 | 8 | 2 | 3 | 7 | 4 | 2 | 7 |
52 | Yes | Travel_Rarely | 415 | Hardware | 30 | 5 | Medical | 1 | 72 | 3 | Male | 123 | 1 | 4 | Healthcare Representative | 4 | Married | 29,305 | 586,100 | 0 | Y | No | 29 | 3 | 4 | 80 | 2 | 16 | 5 | 4 | 1 | 1 | 1 | 1 |
54 | No | Travel_Frequently | 1,301 | Human Resources | 31 | 4 | Technical Degree | 1 | 73 | 2 | Male | 176 | 4 | 5 | Sales Executive | 2 | Divorced | 43,527 | 1,262,283 | 2 | Y | Yes | 19 | 4 | 2 | 80 | 1 | 6 | 4 | 4 | 3 | 1 | 1 | 1 |
55 | No | Travel_Rarely | 219 | Research & Development | 37 | 3 | Technical Degree | 1 | 74 | 4 | Male | 112 | 2 | 2 | Human Resources | 4 | Married | 2,035 | 22,385 | 0 | Y | No | 12 | 4 | 4 | 80 | 1 | 3 | 4 | 4 | 2 | 1 | 1 | 1 |
57 | Yes | Non-Travel | 750 | Human Resources | 15 | 1 | Other | 1 | 75 | 1 | Male | 70 | 4 | 4 | Laboratory Technician | 1 | Married | 19,788 | 79,152 | 4 | Y | No | 4 | 3 | 3 | 80 | 1 | 15 | 3 | 1 | 8 | 2 | 7 | 1 |
46 | No | Travel_Frequently | 956 | Software | 15 | 1 | Marketing | 1 | 76 | 2 | Female | 64 | 1 | 2 | Laboratory Technician | 3 | Married | 45,663 | 958,923 | 5 | Y | No | 36 | 3 | 2 | 80 | 1 | 23 | 6 | 4 | 1 | 1 | 1 | 1 |
20 | No | Travel_Rarely | 789 | Software | 43 | 2 | Technical Degree | 1 | 77 | 4 | Male | 41 | 3 | 2 | Healthcare Representative | 4 | Single | 33,694 | 707,574 | 3 | Y | Yes | 48 | 4 | 2 | 80 | 2 | 31 | 1 | 1 | 13 | 3 | 1 | 11 |
32 | Yes | Travel_Rarely | 965 | Software | 19 | 2 | Life Sciences | 1 | 78 | 1 | Female | 127 | 4 | 3 | Human Resources | 1 | Divorced | 24,112 | 626,912 | 0 | Y | No | 2 | 1 | 3 | 80 | 2 | 32 | 5 | 1 | 1 | 1 | 1 | 1 |
38 | Yes | Travel_Rarely | 285 | Research & Development | 40 | 1 | Life Sciences | 1 | 79 | 2 | Male | 156 | 2 | 4 | Human Resources | 2 | Single | 10,568 | 42,272 | 7 | Y | Yes | 42 | 1 | 3 | 80 | 2 | 40 | 4 | 4 | 37 | 7 | 12 | 16 |
28 | Yes | Travel_Frequently | 1,321 | Research & Development | 16 | 1 | Life Sciences | 1 | 80 | 4 | Female | 133 | 1 | 2 | Manufacturing Director | 3 | Married | 15,481 | 216,734 | 2 | Y | No | 23 | 4 | 3 | 80 | 3 | 13 | 3 | 3 | 13 | 13 | 4 | 13 |
36 | No | Travel_Frequently | 421 | Research & Development | 27 | 5 | Other | 1 | 81 | 4 | Female | 193 | 3 | 1 | Research Scientist | 1 | Single | 11,503 | 115,030 | 2 | Y | No | 41 | 1 | 4 | 80 | 1 | 31 | 4 | 3 | 26 | 22 | 19 | 6 |
18 | No | Travel_Frequently | 631 | Hardware | 12 | 2 | Human Resources | 1 | 82 | 3 | Male | 180 | 3 | 4 | Healthcare Representative | 4 | Married | 11,336 | 68,016 | 0 | Y | Yes | 14 | 3 | 3 | 80 | 1 | 15 | 2 | 4 | 3 | 3 | 3 | 3 |
30 | Yes | Non-Travel | 962 | Support | 29 | 4 | Life Sciences | 1 | 83 | 4 | Male | 167 | 3 | 2 | Sales Representative | 1 | Single | 1,304 | 2,608 | 6 | Y | Yes | 12 | 1 | 4 | 80 | 4 | 30 | 5 | 3 | 8 | 8 | 3 | 1 |
59 | Yes | Non-Travel | 744 | Sales | 33 | 1 | Medical | 1 | 84 | 4 | Female | 159 | 3 | 2 | Research Director | 3 | Divorced | 32,603 | 228,221 | 2 | Y | Yes | 31 | 3 | 3 | 80 | 3 | 17 | 6 | 3 | 16 | 11 | 2 | 6 |
37 | No | Travel_Rarely | 1,071 | Software | 32 | 2 | Medical | 1 | 85 | 3 | Male | 146 | 2 | 4 | Sales Executive | 3 | Divorced | 2,571 | 5,142 | 1 | Y | Yes | 13 | 1 | 2 | 80 | 4 | 17 | 4 | 3 | 1 | 1 | 1 | 1 |
27 | No | Travel_Frequently | 901 | Research & Development | 1 | 1 | Medical | 1 | 86 | 2 | Female | 177 | 4 | 4 | Research Director | 3 | Married | 41,755 | 167,020 | 5 | Y | Yes | 7 | 1 | 2 | 80 | 4 | 33 | 3 | 2 | 21 | 2 | 11 | 17 |
58 | Yes | Travel_Rarely | 937 | Sales | 9 | 5 | Other | 1 | 87 | 3 | Female | 86 | 3 | 3 | Research Director | 1 | Married | 9,339 | 9,339 | 1 | Y | No | 5 | 4 | 1 | 80 | 1 | 36 | 3 | 2 | 23 | 22 | 20 | 20 |
24 | Yes | Travel_Rarely | 265 | Software | 43 | 4 | Marketing | 1 | 88 | 4 | Female | 87 | 4 | 4 | Research Director | 2 | Divorced | 43,463 | 260,778 | 3 | Y | Yes | 6 | 2 | 1 | 80 | 3 | 11 | 1 | 4 | 6 | 2 | 1 | 5 |
46 | No | Travel_Rarely | 847 | Human Resources | 19 | 5 | Technical Degree | 1 | 89 | 4 | Female | 108 | 3 | 1 | Research Scientist | 3 | Single | 46,239 | 323,673 | 2 | Y | No | 37 | 3 | 4 | 80 | 2 | 17 | 4 | 1 | 17 | 12 | 5 | 1 |
41 | Yes | Non-Travel | 1,052 | Hardware | 47 | 3 | Medical | 1 | 90 | 3 | Female | 156 | 1 | 3 | Laboratory Technician | 2 | Married | 28,428 | 312,708 | 3 | Y | No | 25 | 1 | 2 | 80 | 1 | 9 | 4 | 4 | 5 | 5 | 5 | 2 |
41 | No | Non-Travel | 282 | Software | 21 | 3 | Marketing | 1 | 91 | 3 | Female | 132 | 2 | 5 | Laboratory Technician | 1 | Divorced | 21,596 | 21,596 | 5 | Y | Yes | 1 | 2 | 1 | 80 | 4 | 1 | 2 | 2 | 1 | 1 | 1 | 1 |
50 | No | Travel_Frequently | 696 | Human Resources | 50 | 5 | Other | 1 | 92 | 3 | Male | 148 | 1 | 5 | Human Resources | 4 | Married | 27,549 | 413,235 | 1 | Y | Yes | 27 | 1 | 3 | 80 | 2 | 36 | 5 | 4 | 11 | 9 | 6 | 4 |
29 | Yes | Non-Travel | 1,381 | Human Resources | 31 | 1 | Other | 1 | 93 | 4 | Male | 74 | 1 | 4 | Manager | 1 | Married | 35,413 | 956,151 | 8 | Y | Yes | 26 | 1 | 4 | 80 | 1 | 10 | 1 | 2 | 2 | 1 | 1 | 2 |
34 | No | Non-Travel | 995 | Support | 17 | 2 | Marketing | 1 | 94 | 2 | Male | 133 | 1 | 4 | Manager | 2 | Divorced | 6,142 | 36,852 | 1 | Y | No | 25 | 4 | 2 | 80 | 4 | 32 | 2 | 3 | 19 | 11 | 9 | 7 |
31 | Yes | Travel_Frequently | 430 | Hardware | 44 | 3 | Medical | 1 | 95 | 2 | Male | 123 | 4 | 3 | Manager | 1 | Single | 15,673 | 282,114 | 0 | Y | No | 21 | 4 | 3 | 80 | 3 | 35 | 6 | 3 | 9 | 3 | 7 | 1 |
27 | No | Travel_Frequently | 936 | Sales | 44 | 2 | Medical | 1 | 96 | 3 | Female | 43 | 2 | 3 | Sales Executive | 2 | Divorced | 40,376 | 888,272 | 0 | Y | Yes | 26 | 4 | 4 | 80 | 3 | 17 | 3 | 2 | 17 | 3 | 10 | 1 |
30 | Yes | Travel_Rarely | 445 | Support | 22 | 3 | Human Resources | 1 | 97 | 2 | Female | 149 | 4 | 5 | Sales Representative | 1 | Divorced | 18,904 | 472,600 | 8 | Y | No | 21 | 1 | 2 | 80 | 2 | 24 | 3 | 2 | 17 | 10 | 15 | 4 |
59 | No | Travel_Rarely | 471 | Support | 19 | 4 | Technical Degree | 1 | 98 | 1 | Female | 167 | 3 | 2 | Research Director | 3 | Single | 30,632 | 704,536 | 1 | Y | Yes | 9 | 4 | 4 | 80 | 4 | 21 | 3 | 3 | 17 | 6 | 4 | 1 |
18 | No | Travel_Rarely | 1,180 | Sales | 34 | 5 | Other | 1 | 99 | 3 | Male | 84 | 1 | 3 | Developer | 1 | Divorced | 43,434 | 1,085,850 | 4 | Y | No | 5 | 4 | 1 | 80 | 1 | 25 | 1 | 2 | 7 | 3 | 4 | 1 |
39 | Yes | Travel_Rarely | 837 | Human Resources | 22 | 3 | Other | 1 | 100 | 1 | Male | 52 | 1 | 5 | Research Director | 3 | Married | 18,953 | 379,060 | 1 | Y | Yes | 39 | 2 | 3 | 80 | 2 | 26 | 6 | 3 | 8 | 5 | 6 | 2 |
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