Age
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values | BusinessTravel
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values | DailyRate
int64 100
1.5k
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values | DistanceFromHome
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50
| Education
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values | EmployeeCount
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int64 30
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51k
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1.5M
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8
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values | PercentSalaryHike
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49
| PerformanceRating
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4
| RelationshipSatisfaction
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int64 80
80
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int64 1
4
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int64 1
40
| TrainingTimesLastYear
int64 1
6
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int64 1
4
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40
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
60 | No | Non-Travel | 913 | Research & Development | 35 | 2 | Marketing | 1 | 4,801 | 1 | Male | 82 | 2 | 1 | Sales Executive | 1 | Married | 22,734 | 477,414 | 0 | Y | Yes | 14 | 2 | 3 | 80 | 1 | 30 | 6 | 2 | 13 | 12 | 4 | 8 |
23 | Yes | Non-Travel | 442 | Human Resources | 14 | 3 | Medical | 1 | 4,802 | 1 | Female | 78 | 3 | 2 | Manager | 2 | Married | 32,785 | 491,775 | 2 | Y | Yes | 5 | 3 | 2 | 80 | 3 | 10 | 1 | 2 | 7 | 2 | 7 | 7 |
27 | Yes | Travel_Rarely | 822 | Sales | 42 | 1 | Human Resources | 1 | 4,803 | 2 | Female | 75 | 1 | 2 | Healthcare Representative | 2 | Single | 1,468 | 13,212 | 2 | Y | Yes | 49 | 3 | 3 | 80 | 2 | 35 | 4 | 4 | 32 | 20 | 2 | 15 |
52 | No | Travel_Rarely | 1,084 | Research & Development | 35 | 4 | Technical Degree | 1 | 4,804 | 3 | Male | 156 | 3 | 3 | Sales Executive | 1 | Single | 21,170 | 296,380 | 8 | Y | Yes | 38 | 4 | 3 | 80 | 2 | 23 | 4 | 4 | 10 | 5 | 8 | 1 |
43 | Yes | Non-Travel | 784 | Support | 38 | 5 | Life Sciences | 1 | 4,805 | 4 | Female | 31 | 4 | 5 | Developer | 2 | Single | 44,637 | 1,115,925 | 1 | Y | Yes | 18 | 2 | 4 | 80 | 1 | 33 | 2 | 1 | 21 | 12 | 10 | 10 |
59 | Yes | Non-Travel | 250 | Research & Development | 22 | 5 | Medical | 1 | 4,806 | 1 | Female | 119 | 1 | 4 | Manager | 2 | Divorced | 27,568 | 441,088 | 7 | Y | Yes | 33 | 3 | 2 | 80 | 2 | 16 | 4 | 4 | 11 | 3 | 2 | 1 |
58 | No | Non-Travel | 686 | Software | 47 | 3 | Technical Degree | 1 | 4,807 | 4 | Female | 151 | 1 | 3 | Sales Representative | 1 | Divorced | 11,779 | 176,685 | 8 | Y | No | 36 | 3 | 1 | 80 | 4 | 2 | 2 | 4 | 1 | 1 | 1 | 1 |
40 | Yes | Non-Travel | 1,315 | Software | 3 | 1 | Marketing | 1 | 4,808 | 3 | Female | 198 | 1 | 2 | Healthcare Representative | 2 | Divorced | 27,527 | 192,689 | 8 | Y | Yes | 46 | 4 | 4 | 80 | 2 | 21 | 4 | 3 | 15 | 6 | 4 | 9 |
30 | Yes | Travel_Frequently | 1,306 | Sales | 38 | 1 | Life Sciences | 1 | 4,809 | 1 | Female | 162 | 4 | 5 | Sales Representative | 1 | Single | 17,443 | 383,746 | 4 | Y | No | 36 | 3 | 1 | 80 | 4 | 25 | 1 | 3 | 6 | 1 | 4 | 5 |
45 | Yes | Travel_Rarely | 408 | Support | 13 | 5 | Life Sciences | 1 | 4,810 | 3 | Male | 82 | 3 | 3 | Research Director | 4 | Married | 32,816 | 787,584 | 8 | Y | No | 29 | 4 | 4 | 80 | 1 | 5 | 3 | 1 | 1 | 1 | 1 | 1 |
28 | No | Travel_Rarely | 216 | Hardware | 5 | 3 | Marketing | 1 | 4,811 | 1 | Male | 165 | 3 | 1 | Human Resources | 3 | Married | 1,471 | 20,594 | 6 | Y | Yes | 13 | 4 | 3 | 80 | 2 | 20 | 1 | 1 | 3 | 1 | 3 | 2 |
59 | No | Travel_Frequently | 1,116 | Sales | 12 | 2 | Medical | 1 | 4,812 | 4 | Male | 49 | 4 | 2 | Research Director | 4 | Married | 6,538 | 124,222 | 0 | Y | Yes | 2 | 1 | 3 | 80 | 2 | 39 | 1 | 2 | 27 | 6 | 14 | 11 |
28 | Yes | Travel_Rarely | 799 | Human Resources | 14 | 5 | Technical Degree | 1 | 4,813 | 1 | Female | 38 | 1 | 1 | Research Scientist | 1 | Divorced | 16,674 | 266,784 | 4 | Y | Yes | 24 | 2 | 4 | 80 | 1 | 24 | 2 | 1 | 13 | 11 | 4 | 11 |
51 | No | Travel_Frequently | 298 | Support | 32 | 2 | Medical | 1 | 4,814 | 2 | Female | 100 | 2 | 5 | Research Director | 4 | Single | 30,778 | 800,228 | 7 | Y | No | 41 | 1 | 4 | 80 | 1 | 19 | 6 | 2 | 4 | 1 | 4 | 2 |
48 | No | Travel_Rarely | 1,254 | Research & Development | 25 | 4 | Human Resources | 1 | 4,815 | 1 | Male | 153 | 2 | 2 | Human Resources | 1 | Married | 7,321 | 43,926 | 0 | Y | Yes | 46 | 1 | 4 | 80 | 3 | 22 | 3 | 1 | 7 | 6 | 5 | 3 |
55 | No | Non-Travel | 1,352 | Human Resources | 35 | 4 | Life Sciences | 1 | 4,816 | 4 | Female | 107 | 1 | 1 | Developer | 2 | Divorced | 18,989 | 550,681 | 5 | Y | No | 18 | 3 | 1 | 80 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 |
26 | No | Non-Travel | 818 | Research & Development | 35 | 3 | Life Sciences | 1 | 4,817 | 1 | Male | 75 | 4 | 1 | Developer | 4 | Single | 14,386 | 258,948 | 1 | Y | Yes | 5 | 1 | 2 | 80 | 3 | 14 | 1 | 3 | 4 | 3 | 1 | 4 |
56 | Yes | Travel_Frequently | 966 | Research & Development | 10 | 5 | Marketing | 1 | 4,818 | 1 | Male | 98 | 4 | 3 | Manufacturing Director | 1 | Divorced | 27,774 | 611,028 | 7 | Y | No | 19 | 4 | 1 | 80 | 1 | 12 | 5 | 2 | 8 | 7 | 6 | 5 |
57 | Yes | Non-Travel | 597 | Support | 48 | 2 | Other | 1 | 4,819 | 3 | Female | 156 | 2 | 4 | Sales Representative | 4 | Divorced | 5,997 | 47,976 | 5 | Y | No | 34 | 3 | 4 | 80 | 1 | 12 | 3 | 4 | 1 | 1 | 1 | 1 |
24 | Yes | Travel_Frequently | 775 | Support | 14 | 4 | Human Resources | 1 | 4,820 | 1 | Male | 163 | 1 | 5 | Developer | 1 | Single | 35,287 | 952,749 | 6 | Y | Yes | 34 | 1 | 1 | 80 | 4 | 40 | 5 | 2 | 36 | 22 | 31 | 15 |
52 | Yes | Non-Travel | 526 | Support | 50 | 2 | Medical | 1 | 4,821 | 3 | Female | 199 | 2 | 1 | Research Director | 3 | Divorced | 44,010 | 836,190 | 3 | Y | No | 25 | 4 | 4 | 80 | 2 | 11 | 5 | 3 | 9 | 2 | 4 | 6 |
47 | Yes | Travel_Frequently | 463 | Research & Development | 13 | 2 | Human Resources | 1 | 4,822 | 1 | Male | 73 | 4 | 3 | Manager | 3 | Single | 15,914 | 159,140 | 0 | Y | No | 12 | 2 | 1 | 80 | 1 | 36 | 4 | 3 | 21 | 1 | 10 | 16 |
33 | No | Travel_Rarely | 1,348 | Hardware | 40 | 1 | Technical Degree | 1 | 4,823 | 2 | Male | 186 | 1 | 5 | Laboratory Technician | 1 | Married | 10,157 | 30,471 | 5 | Y | Yes | 39 | 2 | 1 | 80 | 2 | 35 | 3 | 4 | 4 | 4 | 3 | 2 |
26 | No | Non-Travel | 643 | Hardware | 48 | 3 | Marketing | 1 | 4,824 | 1 | Female | 40 | 2 | 4 | Manager | 4 | Married | 3,428 | 58,276 | 3 | Y | No | 25 | 1 | 2 | 80 | 3 | 13 | 4 | 1 | 1 | 1 | 1 | 1 |
28 | Yes | Travel_Rarely | 1,231 | Software | 48 | 3 | Human Resources | 1 | 4,825 | 2 | Female | 89 | 1 | 5 | Research Scientist | 3 | Divorced | 27,700 | 27,700 | 7 | Y | Yes | 15 | 1 | 3 | 80 | 3 | 33 | 5 | 1 | 33 | 6 | 31 | 19 |
36 | Yes | Travel_Rarely | 735 | Support | 10 | 2 | Medical | 1 | 4,826 | 2 | Female | 68 | 1 | 3 | Developer | 4 | Married | 47,320 | 1,419,600 | 1 | Y | No | 29 | 3 | 1 | 80 | 3 | 5 | 3 | 3 | 1 | 1 | 1 | 1 |
42 | No | Travel_Frequently | 821 | Sales | 6 | 4 | Human Resources | 1 | 4,827 | 4 | Female | 58 | 3 | 2 | Research Scientist | 3 | Divorced | 27,034 | 378,476 | 1 | Y | Yes | 33 | 3 | 1 | 80 | 2 | 10 | 1 | 3 | 6 | 3 | 4 | 4 |
38 | Yes | Travel_Rarely | 1,287 | Human Resources | 36 | 3 | Life Sciences | 1 | 4,828 | 4 | Female | 100 | 1 | 1 | Sales Executive | 4 | Divorced | 29,464 | 412,496 | 8 | Y | No | 18 | 3 | 1 | 80 | 1 | 23 | 4 | 4 | 19 | 15 | 18 | 1 |
55 | Yes | Travel_Frequently | 1,453 | Hardware | 22 | 1 | Human Resources | 1 | 4,829 | 1 | Female | 150 | 4 | 4 | Healthcare Representative | 3 | Single | 16,171 | 177,881 | 5 | Y | Yes | 22 | 4 | 1 | 80 | 2 | 21 | 2 | 4 | 11 | 10 | 5 | 2 |
53 | No | Travel_Frequently | 862 | Human Resources | 1 | 3 | Technical Degree | 1 | 4,830 | 2 | Male | 190 | 3 | 3 | Manager | 1 | Divorced | 20,841 | 145,887 | 3 | Y | Yes | 14 | 2 | 4 | 80 | 3 | 19 | 6 | 3 | 19 | 18 | 18 | 11 |
43 | Yes | Non-Travel | 1,192 | Hardware | 13 | 4 | Other | 1 | 4,831 | 2 | Male | 131 | 2 | 3 | Laboratory Technician | 1 | Single | 29,540 | 118,160 | 2 | Y | Yes | 12 | 1 | 3 | 80 | 4 | 6 | 1 | 3 | 6 | 4 | 4 | 4 |
37 | No | Travel_Frequently | 424 | Support | 38 | 5 | Human Resources | 1 | 4,832 | 2 | Female | 95 | 3 | 2 | Research Director | 1 | Divorced | 20,471 | 102,355 | 2 | Y | No | 25 | 1 | 1 | 80 | 3 | 35 | 1 | 3 | 34 | 6 | 24 | 8 |
35 | Yes | Travel_Frequently | 760 | Hardware | 3 | 1 | Life Sciences | 1 | 4,833 | 1 | Male | 130 | 3 | 1 | Manufacturing Director | 2 | Single | 41,051 | 574,714 | 2 | Y | No | 44 | 1 | 3 | 80 | 4 | 33 | 4 | 1 | 5 | 3 | 5 | 2 |
56 | No | Travel_Rarely | 454 | Software | 3 | 3 | Life Sciences | 1 | 4,834 | 1 | Female | 162 | 2 | 2 | Developer | 3 | Divorced | 31,274 | 688,028 | 1 | Y | No | 34 | 1 | 1 | 80 | 2 | 28 | 4 | 3 | 24 | 3 | 8 | 17 |
47 | Yes | Travel_Frequently | 904 | Human Resources | 31 | 2 | Medical | 1 | 4,835 | 3 | Female | 30 | 2 | 4 | Manufacturing Director | 1 | Single | 39,851 | 39,851 | 8 | Y | Yes | 7 | 1 | 1 | 80 | 4 | 5 | 2 | 2 | 5 | 3 | 1 | 2 |
45 | No | Travel_Frequently | 226 | Research & Development | 47 | 5 | Medical | 1 | 4,836 | 1 | Female | 95 | 3 | 3 | Laboratory Technician | 3 | Single | 40,020 | 880,440 | 8 | Y | No | 32 | 1 | 1 | 80 | 1 | 23 | 2 | 2 | 10 | 5 | 9 | 4 |
24 | Yes | Travel_Frequently | 1,148 | Research & Development | 1 | 2 | Technical Degree | 1 | 4,837 | 2 | Male | 173 | 3 | 4 | Research Scientist | 4 | Married | 29,715 | 297,150 | 6 | Y | No | 37 | 1 | 2 | 80 | 2 | 25 | 4 | 4 | 25 | 11 | 5 | 15 |
31 | Yes | Non-Travel | 584 | Support | 5 | 4 | Other | 1 | 4,838 | 1 | Female | 106 | 1 | 4 | Developer | 1 | Single | 31,081 | 808,106 | 1 | Y | No | 25 | 1 | 1 | 80 | 2 | 18 | 5 | 4 | 16 | 15 | 3 | 6 |
24 | No | Travel_Frequently | 418 | Hardware | 27 | 1 | Life Sciences | 1 | 4,839 | 2 | Female | 151 | 2 | 2 | Manager | 3 | Divorced | 25,505 | 178,535 | 8 | Y | No | 28 | 1 | 3 | 80 | 4 | 4 | 1 | 2 | 3 | 3 | 3 | 2 |
58 | No | Travel_Frequently | 731 | Support | 18 | 5 | Human Resources | 1 | 4,840 | 4 | Male | 109 | 1 | 2 | Research Scientist | 3 | Divorced | 26,146 | 705,942 | 3 | Y | No | 7 | 3 | 3 | 80 | 1 | 39 | 6 | 1 | 31 | 9 | 27 | 18 |
40 | Yes | Travel_Frequently | 358 | Human Resources | 8 | 4 | Human Resources | 1 | 4,841 | 3 | Female | 42 | 3 | 5 | Manager | 2 | Single | 32,637 | 685,377 | 7 | Y | No | 26 | 4 | 3 | 80 | 1 | 21 | 1 | 3 | 19 | 11 | 10 | 15 |
49 | No | Non-Travel | 886 | Support | 33 | 1 | Technical Degree | 1 | 4,842 | 3 | Female | 181 | 4 | 3 | Human Resources | 2 | Married | 4,611 | 129,108 | 1 | Y | Yes | 8 | 3 | 4 | 80 | 1 | 13 | 6 | 2 | 1 | 1 | 1 | 1 |
43 | No | Non-Travel | 1,321 | Hardware | 29 | 5 | Medical | 1 | 4,843 | 4 | Female | 129 | 3 | 3 | Developer | 4 | Divorced | 7,996 | 159,920 | 2 | Y | No | 4 | 4 | 2 | 80 | 3 | 37 | 5 | 4 | 36 | 23 | 3 | 21 |
33 | Yes | Travel_Rarely | 614 | Human Resources | 19 | 2 | Life Sciences | 1 | 4,844 | 4 | Female | 76 | 3 | 1 | Sales Representative | 1 | Single | 21,815 | 610,820 | 4 | Y | Yes | 19 | 3 | 2 | 80 | 3 | 22 | 5 | 1 | 4 | 3 | 2 | 1 |
59 | No | Non-Travel | 968 | Human Resources | 21 | 3 | Medical | 1 | 4,845 | 1 | Male | 83 | 1 | 3 | Developer | 4 | Single | 13,230 | 158,760 | 7 | Y | Yes | 35 | 3 | 3 | 80 | 2 | 40 | 5 | 4 | 16 | 15 | 3 | 10 |
49 | Yes | Travel_Rarely | 1,190 | Support | 26 | 2 | Technical Degree | 1 | 4,846 | 2 | Female | 85 | 1 | 1 | Laboratory Technician | 4 | Single | 4,815 | 38,520 | 0 | Y | Yes | 7 | 3 | 2 | 80 | 1 | 3 | 4 | 2 | 2 | 2 | 2 | 2 |
30 | Yes | Non-Travel | 169 | Software | 49 | 1 | Other | 1 | 4,847 | 3 | Female | 88 | 3 | 2 | Manager | 3 | Divorced | 33,867 | 745,074 | 0 | Y | No | 40 | 1 | 1 | 80 | 1 | 16 | 3 | 2 | 15 | 4 | 4 | 13 |
50 | No | Non-Travel | 1,096 | Sales | 37 | 1 | Marketing | 1 | 4,848 | 3 | Female | 80 | 2 | 4 | Manufacturing Director | 1 | Married | 17,891 | 214,692 | 1 | Y | Yes | 15 | 1 | 1 | 80 | 4 | 9 | 5 | 3 | 8 | 1 | 2 | 5 |
54 | No | Travel_Rarely | 209 | Human Resources | 20 | 5 | Technical Degree | 1 | 4,849 | 1 | Female | 188 | 1 | 5 | Manufacturing Director | 1 | Married | 50,189 | 602,268 | 8 | Y | No | 26 | 3 | 1 | 80 | 2 | 40 | 6 | 4 | 18 | 2 | 17 | 4 |
42 | Yes | Travel_Rarely | 715 | Research & Development | 27 | 2 | Medical | 1 | 4,850 | 4 | Female | 149 | 4 | 1 | Human Resources | 1 | Single | 2,465 | 73,950 | 6 | Y | No | 45 | 1 | 3 | 80 | 2 | 1 | 6 | 2 | 1 | 1 | 1 | 1 |
55 | No | Travel_Frequently | 905 | Human Resources | 23 | 1 | Other | 1 | 4,851 | 3 | Male | 50 | 4 | 5 | Manager | 1 | Married | 8,302 | 74,718 | 0 | Y | Yes | 45 | 1 | 1 | 80 | 3 | 16 | 4 | 2 | 15 | 9 | 3 | 3 |
60 | Yes | Travel_Rarely | 417 | Sales | 49 | 3 | Life Sciences | 1 | 4,852 | 2 | Male | 90 | 1 | 4 | Sales Executive | 2 | Married | 8,612 | 137,792 | 6 | Y | No | 15 | 3 | 2 | 80 | 2 | 3 | 5 | 3 | 3 | 1 | 3 | 3 |
54 | Yes | Non-Travel | 1,154 | Sales | 10 | 3 | Technical Degree | 1 | 4,853 | 2 | Female | 166 | 1 | 5 | Developer | 4 | Married | 2,337 | 63,099 | 3 | Y | Yes | 2 | 1 | 4 | 80 | 3 | 29 | 1 | 3 | 4 | 3 | 1 | 4 |
43 | Yes | Travel_Rarely | 411 | Support | 35 | 5 | Human Resources | 1 | 4,854 | 4 | Female | 64 | 2 | 1 | Research Scientist | 3 | Divorced | 47,875 | 861,750 | 7 | Y | No | 33 | 4 | 2 | 80 | 2 | 38 | 2 | 1 | 6 | 3 | 6 | 5 |
29 | No | Travel_Frequently | 998 | Research & Development | 6 | 1 | Technical Degree | 1 | 4,855 | 3 | Male | 69 | 3 | 5 | Developer | 1 | Married | 41,222 | 1,154,216 | 0 | Y | Yes | 11 | 1 | 1 | 80 | 3 | 11 | 2 | 4 | 10 | 2 | 6 | 4 |
31 | Yes | Travel_Rarely | 1,247 | Human Resources | 7 | 5 | Life Sciences | 1 | 4,856 | 4 | Male | 85 | 3 | 2 | Developer | 1 | Single | 9,549 | 105,039 | 3 | Y | Yes | 18 | 2 | 4 | 80 | 3 | 4 | 5 | 4 | 3 | 1 | 1 | 1 |
38 | No | Travel_Frequently | 434 | Human Resources | 28 | 1 | Human Resources | 1 | 4,857 | 4 | Female | 159 | 3 | 1 | Manager | 2 | Single | 35,966 | 575,456 | 1 | Y | Yes | 19 | 3 | 4 | 80 | 4 | 27 | 1 | 1 | 16 | 4 | 1 | 5 |
46 | Yes | Non-Travel | 1,447 | Human Resources | 19 | 3 | Other | 1 | 4,858 | 3 | Female | 63 | 3 | 2 | Research Scientist | 3 | Married | 45,121 | 270,726 | 3 | Y | No | 40 | 1 | 1 | 80 | 3 | 39 | 4 | 4 | 30 | 25 | 5 | 21 |
53 | Yes | Non-Travel | 352 | Sales | 37 | 2 | Other | 1 | 4,859 | 3 | Male | 69 | 1 | 3 | Sales Executive | 4 | Divorced | 5,880 | 76,440 | 0 | Y | Yes | 7 | 4 | 2 | 80 | 2 | 24 | 1 | 4 | 8 | 3 | 7 | 4 |
58 | Yes | Travel_Frequently | 251 | Support | 34 | 1 | Other | 1 | 4,860 | 2 | Female | 50 | 4 | 1 | Developer | 1 | Married | 38,082 | 913,968 | 4 | Y | No | 20 | 3 | 3 | 80 | 4 | 14 | 2 | 4 | 4 | 2 | 4 | 3 |
57 | Yes | Travel_Rarely | 128 | Human Resources | 11 | 2 | Marketing | 1 | 4,861 | 1 | Female | 70 | 1 | 4 | Laboratory Technician | 4 | Single | 14,686 | 102,802 | 4 | Y | No | 17 | 2 | 4 | 80 | 4 | 40 | 4 | 3 | 17 | 3 | 9 | 11 |
55 | No | Travel_Rarely | 1,253 | Software | 47 | 4 | Marketing | 1 | 4,862 | 1 | Female | 78 | 3 | 4 | Manager | 1 | Divorced | 38,755 | 736,345 | 6 | Y | No | 10 | 3 | 3 | 80 | 4 | 30 | 2 | 1 | 3 | 1 | 2 | 1 |
54 | No | Non-Travel | 763 | Research & Development | 10 | 2 | Human Resources | 1 | 4,863 | 1 | Female | 70 | 4 | 1 | Research Director | 3 | Married | 9,949 | 169,133 | 2 | Y | No | 43 | 4 | 4 | 80 | 2 | 39 | 3 | 4 | 15 | 12 | 11 | 15 |
56 | Yes | Non-Travel | 409 | Sales | 30 | 1 | Technical Degree | 1 | 4,864 | 1 | Female | 191 | 2 | 4 | Sales Representative | 3 | Single | 6,367 | 191,010 | 6 | Y | Yes | 43 | 4 | 2 | 80 | 3 | 14 | 6 | 3 | 10 | 10 | 3 | 7 |
59 | Yes | Travel_Frequently | 385 | Software | 26 | 1 | Technical Degree | 1 | 4,865 | 4 | Female | 65 | 1 | 5 | Research Scientist | 2 | Divorced | 1,762 | 47,574 | 6 | Y | Yes | 8 | 1 | 2 | 80 | 4 | 38 | 1 | 2 | 6 | 1 | 2 | 2 |
42 | No | Travel_Rarely | 1,109 | Sales | 25 | 5 | Human Resources | 1 | 4,866 | 4 | Female | 147 | 4 | 4 | Human Resources | 3 | Divorced | 13,026 | 91,182 | 4 | Y | Yes | 7 | 1 | 2 | 80 | 4 | 3 | 4 | 3 | 1 | 1 | 1 | 1 |
21 | Yes | Travel_Frequently | 114 | Sales | 16 | 1 | Medical | 1 | 4,867 | 1 | Male | 102 | 3 | 3 | Healthcare Representative | 1 | Single | 29,124 | 844,596 | 2 | Y | No | 38 | 3 | 1 | 80 | 1 | 13 | 4 | 3 | 5 | 4 | 3 | 3 |
26 | Yes | Travel_Frequently | 1,277 | Human Resources | 47 | 1 | Technical Degree | 1 | 4,868 | 3 | Female | 158 | 3 | 4 | Research Director | 3 | Divorced | 26,803 | 160,818 | 5 | Y | No | 28 | 2 | 2 | 80 | 1 | 25 | 6 | 3 | 3 | 1 | 3 | 3 |
36 | Yes | Travel_Rarely | 802 | Research & Development | 10 | 1 | Other | 1 | 4,869 | 1 | Female | 87 | 2 | 1 | Research Scientist | 2 | Single | 24,961 | 374,415 | 6 | Y | No | 29 | 3 | 3 | 80 | 3 | 29 | 1 | 4 | 25 | 14 | 20 | 24 |
40 | No | Travel_Rarely | 1,491 | Software | 48 | 1 | Other | 1 | 4,870 | 4 | Male | 175 | 4 | 3 | Research Scientist | 1 | Divorced | 3,601 | 32,409 | 4 | Y | Yes | 7 | 3 | 3 | 80 | 4 | 21 | 6 | 3 | 15 | 9 | 3 | 10 |
53 | No | Travel_Rarely | 937 | Sales | 35 | 3 | Human Resources | 1 | 4,871 | 4 | Male | 178 | 2 | 2 | Human Resources | 2 | Married | 3,207 | 38,484 | 0 | Y | No | 3 | 1 | 2 | 80 | 2 | 9 | 6 | 4 | 1 | 1 | 1 | 1 |
21 | Yes | Travel_Rarely | 805 | Support | 20 | 1 | Other | 1 | 4,872 | 2 | Female | 30 | 1 | 4 | Developer | 3 | Divorced | 30,002 | 420,028 | 1 | Y | No | 43 | 2 | 4 | 80 | 3 | 24 | 1 | 4 | 21 | 1 | 16 | 9 |
47 | Yes | Travel_Rarely | 752 | Research & Development | 33 | 1 | Other | 1 | 4,873 | 3 | Male | 103 | 2 | 4 | Research Director | 1 | Divorced | 3,898 | 66,266 | 6 | Y | Yes | 7 | 4 | 4 | 80 | 3 | 20 | 2 | 1 | 9 | 2 | 9 | 9 |
38 | No | Travel_Frequently | 552 | Software | 18 | 5 | Marketing | 1 | 4,874 | 4 | Female | 82 | 3 | 3 | Research Director | 1 | Married | 21,780 | 413,820 | 0 | Y | No | 12 | 2 | 4 | 80 | 2 | 18 | 6 | 1 | 18 | 4 | 3 | 7 |
60 | Yes | Travel_Frequently | 1,106 | Software | 4 | 3 | Human Resources | 1 | 4,875 | 4 | Female | 128 | 2 | 1 | Laboratory Technician | 4 | Single | 44,709 | 447,090 | 7 | Y | No | 39 | 3 | 4 | 80 | 2 | 25 | 6 | 3 | 7 | 4 | 2 | 7 |
52 | Yes | Travel_Frequently | 303 | Software | 13 | 3 | Technical Degree | 1 | 4,876 | 1 | Female | 139 | 1 | 3 | Manager | 3 | Married | 45,258 | 1,357,740 | 8 | Y | Yes | 47 | 4 | 3 | 80 | 1 | 29 | 6 | 3 | 10 | 9 | 9 | 6 |
32 | No | Non-Travel | 1,467 | Support | 8 | 3 | Human Resources | 1 | 4,877 | 4 | Female | 43 | 3 | 5 | Developer | 2 | Divorced | 39,876 | 877,272 | 0 | Y | No | 34 | 4 | 2 | 80 | 1 | 33 | 1 | 2 | 24 | 7 | 24 | 11 |
56 | No | Travel_Rarely | 1,374 | Software | 18 | 5 | Life Sciences | 1 | 4,878 | 3 | Female | 161 | 3 | 2 | Manufacturing Director | 4 | Married | 41,217 | 247,302 | 8 | Y | Yes | 26 | 1 | 2 | 80 | 1 | 12 | 5 | 3 | 12 | 11 | 11 | 11 |
40 | Yes | Non-Travel | 298 | Software | 38 | 5 | Technical Degree | 1 | 4,879 | 3 | Male | 162 | 4 | 2 | Sales Executive | 3 | Divorced | 9,937 | 168,929 | 3 | Y | No | 45 | 3 | 1 | 80 | 2 | 31 | 1 | 4 | 3 | 3 | 1 | 3 |
30 | No | Travel_Rarely | 1,355 | Software | 29 | 2 | Technical Degree | 1 | 4,880 | 2 | Female | 84 | 2 | 2 | Sales Representative | 2 | Married | 43,515 | 652,725 | 0 | Y | Yes | 26 | 4 | 2 | 80 | 2 | 31 | 6 | 3 | 26 | 26 | 26 | 3 |
37 | Yes | Travel_Frequently | 1,458 | Hardware | 26 | 2 | Human Resources | 1 | 4,881 | 3 | Female | 132 | 3 | 2 | Laboratory Technician | 4 | Divorced | 18,230 | 291,680 | 8 | Y | No | 9 | 3 | 3 | 80 | 3 | 40 | 1 | 1 | 39 | 20 | 28 | 15 |
54 | Yes | Non-Travel | 1,347 | Software | 3 | 3 | Medical | 1 | 4,882 | 1 | Female | 119 | 1 | 5 | Human Resources | 4 | Divorced | 47,138 | 471,380 | 6 | Y | Yes | 40 | 2 | 4 | 80 | 1 | 37 | 1 | 1 | 24 | 21 | 7 | 24 |
25 | Yes | Travel_Rarely | 1,196 | Human Resources | 17 | 5 | Other | 1 | 4,883 | 4 | Female | 111 | 2 | 3 | Sales Representative | 4 | Divorced | 32,591 | 228,137 | 8 | Y | Yes | 37 | 1 | 2 | 80 | 1 | 15 | 4 | 4 | 2 | 1 | 2 | 1 |
36 | No | Travel_Frequently | 284 | Support | 31 | 5 | Medical | 1 | 4,884 | 4 | Female | 180 | 2 | 2 | Research Scientist | 4 | Single | 42,837 | 985,251 | 2 | Y | No | 29 | 3 | 1 | 80 | 2 | 22 | 5 | 1 | 20 | 1 | 6 | 5 |
47 | No | Non-Travel | 699 | Sales | 47 | 2 | Medical | 1 | 4,885 | 1 | Female | 63 | 2 | 4 | Sales Executive | 3 | Single | 23,175 | 440,325 | 1 | Y | No | 42 | 4 | 1 | 80 | 2 | 40 | 2 | 2 | 26 | 1 | 21 | 19 |
32 | Yes | Travel_Frequently | 120 | Research & Development | 5 | 4 | Life Sciences | 1 | 4,886 | 4 | Male | 198 | 3 | 3 | Developer | 2 | Divorced | 48,062 | 1,441,860 | 2 | Y | Yes | 31 | 4 | 4 | 80 | 4 | 21 | 5 | 2 | 10 | 5 | 1 | 7 |
30 | No | Travel_Rarely | 1,237 | Support | 36 | 4 | Human Resources | 1 | 4,887 | 3 | Female | 73 | 1 | 5 | Research Scientist | 3 | Divorced | 19,859 | 99,295 | 4 | Y | Yes | 36 | 1 | 2 | 80 | 1 | 38 | 5 | 3 | 17 | 14 | 12 | 9 |
29 | Yes | Travel_Rarely | 1,173 | Support | 24 | 2 | Medical | 1 | 4,888 | 3 | Male | 52 | 2 | 1 | Manufacturing Director | 3 | Divorced | 26,374 | 632,976 | 6 | Y | Yes | 29 | 1 | 2 | 80 | 2 | 26 | 4 | 1 | 17 | 2 | 8 | 13 |
58 | No | Travel_Rarely | 957 | Software | 8 | 5 | Medical | 1 | 4,889 | 2 | Male | 96 | 4 | 4 | Manager | 1 | Single | 15,144 | 30,288 | 7 | Y | No | 16 | 3 | 2 | 80 | 4 | 18 | 1 | 3 | 11 | 10 | 4 | 3 |
51 | No | Travel_Rarely | 887 | Support | 43 | 4 | Medical | 1 | 4,890 | 3 | Male | 136 | 1 | 4 | Research Director | 3 | Married | 50,016 | 350,112 | 2 | Y | Yes | 25 | 2 | 4 | 80 | 4 | 19 | 1 | 2 | 3 | 1 | 1 | 3 |
20 | Yes | Travel_Rarely | 117 | Support | 18 | 2 | Life Sciences | 1 | 4,891 | 1 | Female | 82 | 3 | 1 | Sales Representative | 3 | Married | 11,007 | 33,021 | 0 | Y | No | 9 | 3 | 1 | 80 | 2 | 25 | 3 | 3 | 1 | 1 | 1 | 1 |
51 | Yes | Non-Travel | 1,224 | Hardware | 2 | 4 | Technical Degree | 1 | 4,892 | 2 | Male | 161 | 4 | 2 | Research Scientist | 4 | Single | 22,835 | 548,040 | 1 | Y | Yes | 40 | 4 | 2 | 80 | 2 | 24 | 5 | 2 | 13 | 1 | 2 | 7 |
24 | No | Travel_Rarely | 863 | Support | 37 | 3 | Other | 1 | 4,893 | 1 | Female | 148 | 3 | 4 | Developer | 4 | Single | 20,635 | 577,780 | 2 | Y | No | 14 | 3 | 4 | 80 | 3 | 39 | 4 | 2 | 3 | 3 | 3 | 3 |
46 | No | Travel_Rarely | 825 | Support | 5 | 2 | Life Sciences | 1 | 4,894 | 4 | Female | 32 | 4 | 5 | Research Director | 3 | Divorced | 43,254 | 129,762 | 1 | Y | No | 20 | 2 | 2 | 80 | 3 | 26 | 1 | 4 | 2 | 2 | 1 | 2 |
57 | Yes | Non-Travel | 650 | Human Resources | 34 | 3 | Life Sciences | 1 | 4,895 | 2 | Female | 155 | 4 | 5 | Human Resources | 3 | Single | 48,477 | 1,114,971 | 1 | Y | Yes | 32 | 3 | 1 | 80 | 3 | 40 | 2 | 2 | 23 | 17 | 11 | 22 |
43 | Yes | Non-Travel | 274 | Support | 8 | 2 | Technical Degree | 1 | 4,896 | 4 | Female | 143 | 3 | 5 | Human Resources | 1 | Divorced | 49,453 | 989,060 | 8 | Y | No | 43 | 4 | 4 | 80 | 3 | 11 | 4 | 3 | 3 | 1 | 1 | 1 |
28 | No | Travel_Rarely | 1,144 | Software | 37 | 5 | Life Sciences | 1 | 4,897 | 1 | Male | 117 | 4 | 1 | Laboratory Technician | 4 | Married | 34,555 | 276,440 | 5 | Y | No | 11 | 4 | 3 | 80 | 4 | 30 | 1 | 4 | 13 | 9 | 11 | 10 |
43 | No | Non-Travel | 1,489 | Sales | 32 | 2 | Marketing | 1 | 4,898 | 4 | Male | 69 | 4 | 2 | Laboratory Technician | 1 | Married | 1,481 | 25,177 | 5 | Y | No | 23 | 1 | 4 | 80 | 4 | 34 | 4 | 3 | 9 | 6 | 1 | 1 |
29 | No | Travel_Rarely | 161 | Sales | 44 | 3 | Human Resources | 1 | 4,899 | 3 | Male | 50 | 3 | 3 | Human Resources | 3 | Single | 11,476 | 195,092 | 7 | Y | No | 8 | 4 | 4 | 80 | 4 | 11 | 4 | 2 | 11 | 3 | 1 | 8 |
25 | No | Travel_Rarely | 868 | Sales | 3 | 1 | Medical | 1 | 4,900 | 4 | Male | 82 | 2 | 5 | Developer | 4 | Married | 17,455 | 349,100 | 4 | Y | Yes | 38 | 1 | 3 | 80 | 3 | 18 | 4 | 3 | 17 | 2 | 8 | 12 |