Age
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values | BusinessTravel
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values | DailyRate
int64 100
1.5k
| Department
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values | DistanceFromHome
int64 1
50
| Education
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5
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values | EmployeeCount
int64 1
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| EmployeeNumber
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5k
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| Gender
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values | HourlyRate
int64 30
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| JobInvolvement
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values | JobSatisfaction
int64 1
4
| MaritalStatus
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values | MonthlyIncome
int64 1k
51k
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int64 1.05k
1.5M
| NumCompaniesWorked
int64 0
8
| Over18
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values | PercentSalaryHike
int64 0
49
| PerformanceRating
int64 1
4
| RelationshipSatisfaction
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int64 80
80
| StockOptionLevel
int64 1
4
| TotalWorkingYears
int64 1
40
| TrainingTimesLastYear
int64 1
6
| WorkLifeBalance
int64 1
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40
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
56 | Yes | Travel_Frequently | 340 | Human Resources | 48 | 4 | Marketing | 1 | 101 | 2 | Female | 66 | 1 | 3 | Sales Representative | 1 | Single | 16,278 | 293,004 | 5 | Y | Yes | 44 | 3 | 1 | 80 | 3 | 12 | 2 | 4 | 5 | 5 | 2 | 1 |
46 | Yes | Travel_Rarely | 1,386 | Software | 11 | 5 | Technical Degree | 1 | 102 | 3 | Male | 119 | 1 | 5 | Research Scientist | 1 | Single | 40,296 | 201,480 | 6 | Y | No | 23 | 2 | 4 | 80 | 4 | 29 | 6 | 4 | 18 | 9 | 4 | 17 |
20 | Yes | Travel_Frequently | 849 | Support | 17 | 2 | Other | 1 | 103 | 1 | Male | 43 | 3 | 3 | Developer | 2 | Married | 27,104 | 433,664 | 8 | Y | Yes | 41 | 2 | 3 | 80 | 2 | 12 | 1 | 2 | 12 | 1 | 1 | 9 |
38 | Yes | Travel_Rarely | 219 | Support | 20 | 2 | Life Sciences | 1 | 104 | 3 | Male | 135 | 2 | 1 | Manufacturing Director | 3 | Married | 49,751 | 1,492,530 | 3 | Y | No | 8 | 2 | 4 | 80 | 3 | 35 | 1 | 3 | 33 | 4 | 14 | 20 |
55 | No | Travel_Frequently | 1,216 | Support | 28 | 4 | Marketing | 1 | 105 | 1 | Female | 116 | 2 | 5 | Manager | 4 | Divorced | 45,195 | 1,039,485 | 1 | Y | Yes | 13 | 4 | 3 | 80 | 4 | 10 | 1 | 4 | 5 | 4 | 2 | 3 |
35 | Yes | Travel_Frequently | 702 | Sales | 9 | 3 | Technical Degree | 1 | 106 | 1 | Female | 141 | 4 | 4 | Developer | 1 | Single | 30,422 | 121,688 | 4 | Y | No | 25 | 3 | 4 | 80 | 4 | 11 | 1 | 4 | 10 | 3 | 2 | 1 |
47 | No | Travel_Rarely | 978 | Human Resources | 7 | 3 | Medical | 1 | 107 | 1 | Female | 36 | 4 | 1 | Sales Executive | 1 | Single | 17,866 | 446,650 | 4 | Y | No | 11 | 4 | 2 | 80 | 1 | 14 | 4 | 3 | 3 | 1 | 3 | 2 |
45 | Yes | Travel_Rarely | 1,037 | Support | 9 | 5 | Human Resources | 1 | 108 | 1 | Male | 98 | 4 | 3 | Research Scientist | 4 | Married | 49,173 | 1,032,633 | 8 | Y | Yes | 49 | 2 | 2 | 80 | 4 | 40 | 1 | 1 | 28 | 1 | 16 | 25 |
37 | Yes | Non-Travel | 354 | Support | 6 | 3 | Medical | 1 | 109 | 2 | Male | 63 | 4 | 2 | Developer | 2 | Single | 11,256 | 236,376 | 3 | Y | No | 20 | 2 | 4 | 80 | 2 | 30 | 5 | 1 | 5 | 4 | 1 | 2 |
36 | Yes | Non-Travel | 482 | Software | 21 | 5 | Human Resources | 1 | 110 | 3 | Female | 184 | 2 | 2 | Sales Executive | 1 | Married | 39,896 | 917,608 | 6 | Y | Yes | 1 | 4 | 3 | 80 | 2 | 23 | 6 | 4 | 3 | 1 | 3 | 1 |
27 | Yes | Travel_Rarely | 184 | Hardware | 30 | 3 | Medical | 1 | 111 | 1 | Female | 160 | 2 | 3 | Research Director | 2 | Divorced | 16,948 | 440,648 | 1 | Y | Yes | 2 | 1 | 4 | 80 | 1 | 27 | 1 | 2 | 15 | 10 | 15 | 8 |
52 | No | Travel_Frequently | 1,496 | Support | 7 | 1 | Marketing | 1 | 112 | 1 | Female | 147 | 3 | 1 | Laboratory Technician | 1 | Married | 6,522 | 71,742 | 3 | Y | Yes | 33 | 2 | 1 | 80 | 1 | 38 | 1 | 4 | 37 | 9 | 9 | 15 |
35 | Yes | Non-Travel | 194 | Human Resources | 34 | 5 | Human Resources | 1 | 113 | 4 | Female | 156 | 3 | 5 | Research Scientist | 1 | Married | 10,342 | 113,762 | 2 | Y | No | 19 | 1 | 4 | 80 | 3 | 6 | 2 | 3 | 5 | 2 | 5 | 4 |
28 | Yes | Travel_Frequently | 1,478 | Research & Development | 32 | 4 | Other | 1 | 114 | 3 | Male | 60 | 2 | 2 | Developer | 4 | Divorced | 50,431 | 907,758 | 4 | Y | No | 7 | 4 | 1 | 80 | 1 | 10 | 1 | 4 | 5 | 1 | 4 | 1 |
57 | Yes | Non-Travel | 962 | Sales | 4 | 2 | Other | 1 | 115 | 1 | Female | 153 | 2 | 3 | Developer | 2 | Divorced | 9,224 | 202,928 | 1 | Y | Yes | 28 | 2 | 1 | 80 | 3 | 28 | 3 | 2 | 16 | 4 | 15 | 2 |
30 | No | Non-Travel | 314 | Research & Development | 45 | 3 | Marketing | 1 | 116 | 3 | Female | 119 | 4 | 4 | Manager | 3 | Divorced | 39,473 | 1,026,298 | 3 | Y | Yes | 29 | 1 | 1 | 80 | 3 | 10 | 4 | 4 | 4 | 1 | 1 | 1 |
27 | No | Travel_Frequently | 1,314 | Software | 18 | 5 | Medical | 1 | 117 | 1 | Male | 137 | 4 | 5 | Healthcare Representative | 2 | Single | 43,465 | 478,115 | 1 | Y | Yes | 28 | 1 | 2 | 80 | 3 | 19 | 1 | 1 | 2 | 2 | 1 | 1 |
58 | Yes | Travel_Rarely | 1,269 | Sales | 8 | 3 | Marketing | 1 | 118 | 1 | Male | 54 | 2 | 1 | Manager | 1 | Divorced | 48,277 | 1,351,756 | 6 | Y | Yes | 17 | 1 | 3 | 80 | 3 | 29 | 4 | 2 | 22 | 18 | 20 | 1 |
51 | No | Non-Travel | 1,439 | Support | 48 | 4 | Marketing | 1 | 119 | 4 | Male | 43 | 3 | 3 | Research Director | 4 | Married | 9,301 | 204,622 | 0 | Y | Yes | 8 | 4 | 3 | 80 | 4 | 37 | 4 | 4 | 20 | 16 | 16 | 16 |
32 | No | Non-Travel | 1,344 | Hardware | 5 | 1 | Marketing | 1 | 120 | 2 | Male | 115 | 1 | 2 | Developer | 2 | Married | 12,035 | 96,280 | 5 | Y | Yes | 9 | 1 | 2 | 80 | 2 | 35 | 4 | 1 | 31 | 11 | 25 | 17 |
50 | No | Travel_Rarely | 1,351 | Human Resources | 18 | 2 | Life Sciences | 1 | 121 | 3 | Female | 163 | 2 | 3 | Developer | 4 | Married | 44,106 | 485,166 | 6 | Y | No | 48 | 4 | 3 | 80 | 2 | 22 | 1 | 2 | 14 | 9 | 11 | 10 |
41 | Yes | Travel_Frequently | 1,155 | Human Resources | 10 | 2 | Human Resources | 1 | 122 | 2 | Female | 49 | 3 | 5 | Manager | 1 | Divorced | 48,447 | 339,129 | 5 | Y | Yes | 35 | 3 | 2 | 80 | 1 | 15 | 6 | 3 | 13 | 7 | 7 | 7 |
51 | No | Non-Travel | 1,476 | Research & Development | 36 | 2 | Human Resources | 1 | 123 | 1 | Male | 156 | 3 | 3 | Laboratory Technician | 2 | Single | 20,120 | 523,120 | 0 | Y | No | 18 | 1 | 1 | 80 | 1 | 19 | 1 | 3 | 3 | 2 | 2 | 2 |
44 | No | Travel_Rarely | 332 | Hardware | 14 | 4 | Medical | 1 | 124 | 2 | Female | 158 | 4 | 5 | Manufacturing Director | 2 | Single | 15,025 | 45,075 | 7 | Y | No | 17 | 4 | 3 | 80 | 4 | 14 | 3 | 4 | 12 | 1 | 5 | 10 |
19 | No | Travel_Rarely | 1,292 | Hardware | 17 | 3 | Medical | 1 | 125 | 3 | Male | 67 | 1 | 3 | Developer | 3 | Married | 18,059 | 397,298 | 8 | Y | No | 35 | 2 | 2 | 80 | 2 | 15 | 3 | 1 | 10 | 10 | 6 | 3 |
56 | Yes | Non-Travel | 799 | Human Resources | 24 | 5 | Medical | 1 | 126 | 4 | Female | 61 | 3 | 5 | Research Scientist | 2 | Divorced | 31,430 | 157,150 | 7 | Y | Yes | 19 | 2 | 4 | 80 | 3 | 23 | 1 | 3 | 23 | 23 | 10 | 17 |
29 | Yes | Non-Travel | 722 | Software | 23 | 2 | Human Resources | 1 | 127 | 4 | Male | 141 | 4 | 1 | Manager | 1 | Divorced | 4,042 | 68,714 | 3 | Y | No | 47 | 4 | 1 | 80 | 1 | 3 | 1 | 2 | 3 | 3 | 2 | 3 |
23 | No | Travel_Rarely | 1,440 | Sales | 3 | 3 | Other | 1 | 128 | 2 | Female | 62 | 2 | 4 | Developer | 4 | Divorced | 9,036 | 171,684 | 4 | Y | Yes | 48 | 2 | 4 | 80 | 2 | 6 | 3 | 4 | 3 | 3 | 2 | 3 |
27 | No | Travel_Rarely | 889 | Research & Development | 7 | 4 | Human Resources | 1 | 129 | 1 | Female | 31 | 1 | 4 | Human Resources | 1 | Single | 45,778 | 457,780 | 2 | Y | Yes | 44 | 3 | 3 | 80 | 2 | 21 | 5 | 3 | 2 | 1 | 2 | 2 |
41 | Yes | Travel_Rarely | 211 | Sales | 46 | 4 | Marketing | 1 | 130 | 3 | Female | 119 | 4 | 1 | Sales Representative | 2 | Divorced | 42,414 | 551,382 | 8 | Y | No | 14 | 4 | 1 | 80 | 4 | 14 | 6 | 3 | 2 | 1 | 2 | 1 |
45 | Yes | Travel_Frequently | 1,221 | Support | 35 | 4 | Other | 1 | 131 | 1 | Female | 88 | 4 | 5 | Human Resources | 1 | Divorced | 16,447 | 361,834 | 8 | Y | No | 19 | 2 | 1 | 80 | 3 | 8 | 1 | 1 | 3 | 3 | 2 | 1 |
32 | No | Non-Travel | 503 | Software | 27 | 2 | Medical | 1 | 132 | 4 | Male | 30 | 3 | 3 | Sales Representative | 3 | Divorced | 29,906 | 598,120 | 1 | Y | No | 43 | 1 | 2 | 80 | 1 | 12 | 6 | 2 | 7 | 3 | 7 | 7 |
59 | No | Travel_Rarely | 1,448 | Research & Development | 25 | 3 | Life Sciences | 1 | 133 | 1 | Male | 101 | 4 | 2 | Manager | 4 | Single | 47,218 | 849,924 | 0 | Y | No | 28 | 3 | 3 | 80 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 3 |
18 | No | Travel_Frequently | 699 | Support | 41 | 1 | Marketing | 1 | 134 | 1 | Male | 40 | 3 | 5 | Sales Representative | 3 | Single | 3,002 | 18,012 | 2 | Y | No | 10 | 2 | 1 | 80 | 3 | 38 | 5 | 4 | 14 | 3 | 1 | 11 |
28 | No | Travel_Frequently | 556 | Sales | 14 | 2 | Life Sciences | 1 | 135 | 1 | Male | 154 | 4 | 5 | Research Director | 1 | Married | 1,828 | 47,528 | 4 | Y | No | 24 | 4 | 1 | 80 | 1 | 23 | 3 | 2 | 16 | 15 | 12 | 15 |
39 | No | Travel_Frequently | 855 | Software | 2 | 4 | Human Resources | 1 | 136 | 3 | Male | 92 | 3 | 2 | Healthcare Representative | 4 | Single | 6,683 | 80,196 | 6 | Y | No | 43 | 4 | 1 | 80 | 3 | 6 | 1 | 1 | 5 | 5 | 3 | 4 |
58 | No | Travel_Frequently | 547 | Sales | 12 | 4 | Medical | 1 | 137 | 2 | Female | 86 | 4 | 1 | Sales Executive | 3 | Married | 9,181 | 18,362 | 7 | Y | No | 5 | 2 | 4 | 80 | 3 | 22 | 2 | 1 | 17 | 3 | 4 | 2 |
27 | No | Non-Travel | 547 | Hardware | 1 | 4 | Human Resources | 1 | 138 | 2 | Male | 79 | 1 | 4 | Developer | 3 | Married | 35,432 | 566,912 | 1 | Y | No | 44 | 1 | 3 | 80 | 4 | 40 | 3 | 4 | 40 | 19 | 7 | 25 |
43 | No | Travel_Frequently | 762 | Hardware | 32 | 2 | Technical Degree | 1 | 139 | 1 | Female | 58 | 2 | 1 | Research Director | 1 | Married | 2,381 | 45,239 | 5 | Y | Yes | 19 | 1 | 4 | 80 | 4 | 29 | 5 | 2 | 20 | 9 | 18 | 18 |
29 | No | Travel_Frequently | 1,486 | Human Resources | 47 | 2 | Marketing | 1 | 140 | 3 | Male | 103 | 1 | 4 | Research Scientist | 1 | Divorced | 42,098 | 757,764 | 7 | Y | No | 6 | 4 | 4 | 80 | 2 | 26 | 5 | 2 | 24 | 1 | 13 | 23 |
45 | No | Travel_Rarely | 1,125 | Support | 30 | 1 | Technical Degree | 1 | 141 | 4 | Male | 191 | 3 | 4 | Laboratory Technician | 4 | Divorced | 25,158 | 603,792 | 2 | Y | Yes | 37 | 2 | 1 | 80 | 3 | 13 | 1 | 4 | 10 | 2 | 3 | 8 |
34 | Yes | Travel_Rarely | 867 | Research & Development | 28 | 4 | Human Resources | 1 | 142 | 4 | Male | 98 | 4 | 1 | Human Resources | 4 | Divorced | 49,297 | 443,673 | 6 | Y | Yes | 32 | 3 | 1 | 80 | 3 | 24 | 5 | 2 | 8 | 7 | 8 | 6 |
50 | Yes | Non-Travel | 771 | Software | 16 | 2 | Medical | 1 | 143 | 4 | Female | 153 | 1 | 1 | Sales Executive | 1 | Single | 29,102 | 465,632 | 0 | Y | No | 30 | 1 | 4 | 80 | 4 | 39 | 6 | 2 | 5 | 1 | 3 | 5 |
44 | Yes | Travel_Rarely | 960 | Research & Development | 44 | 4 | Technical Degree | 1 | 144 | 3 | Male | 128 | 4 | 3 | Research Scientist | 2 | Single | 5,535 | 11,070 | 4 | Y | No | 39 | 3 | 1 | 80 | 4 | 23 | 1 | 3 | 15 | 2 | 15 | 2 |
37 | Yes | Travel_Rarely | 1,299 | Sales | 44 | 1 | Technical Degree | 1 | 145 | 2 | Male | 144 | 1 | 4 | Research Scientist | 1 | Married | 47,671 | 476,710 | 6 | Y | Yes | 14 | 2 | 2 | 80 | 2 | 1 | 6 | 2 | 1 | 1 | 1 | 1 |
51 | Yes | Travel_Rarely | 582 | Support | 18 | 3 | Human Resources | 1 | 146 | 1 | Male | 137 | 4 | 4 | Sales Executive | 1 | Divorced | 40,759 | 244,554 | 6 | Y | Yes | 0 | 3 | 1 | 80 | 4 | 36 | 5 | 3 | 7 | 7 | 3 | 3 |
18 | No | Travel_Frequently | 420 | Software | 31 | 2 | Other | 1 | 147 | 4 | Male | 157 | 4 | 1 | Sales Executive | 4 | Single | 45,378 | 1,315,962 | 2 | Y | No | 31 | 3 | 2 | 80 | 2 | 25 | 4 | 3 | 13 | 3 | 1 | 2 |
53 | Yes | Travel_Rarely | 283 | Support | 10 | 5 | Technical Degree | 1 | 148 | 3 | Female | 179 | 3 | 5 | Manager | 2 | Married | 38,493 | 230,958 | 4 | Y | Yes | 41 | 1 | 3 | 80 | 3 | 5 | 4 | 4 | 1 | 1 | 1 | 1 |
55 | No | Non-Travel | 1,350 | Hardware | 13 | 1 | Marketing | 1 | 149 | 3 | Female | 80 | 2 | 1 | Laboratory Technician | 1 | Divorced | 3,122 | 71,806 | 8 | Y | No | 13 | 1 | 2 | 80 | 2 | 20 | 6 | 4 | 15 | 1 | 14 | 13 |
23 | No | Travel_Frequently | 173 | Research & Development | 20 | 5 | Other | 1 | 150 | 1 | Male | 180 | 4 | 1 | Sales Representative | 4 | Married | 4,275 | 123,975 | 2 | Y | Yes | 35 | 1 | 4 | 80 | 1 | 30 | 4 | 4 | 14 | 9 | 11 | 9 |
55 | Yes | Travel_Rarely | 604 | Support | 34 | 5 | Technical Degree | 1 | 151 | 1 | Male | 143 | 2 | 3 | Human Resources | 3 | Single | 13,084 | 170,092 | 0 | Y | No | 20 | 2 | 2 | 80 | 2 | 12 | 5 | 4 | 7 | 7 | 3 | 6 |
60 | No | Travel_Frequently | 519 | Software | 30 | 5 | Medical | 1 | 152 | 2 | Female | 171 | 2 | 4 | Laboratory Technician | 1 | Single | 22,562 | 45,124 | 7 | Y | Yes | 9 | 2 | 3 | 80 | 2 | 36 | 2 | 3 | 19 | 4 | 13 | 6 |
26 | No | Travel_Frequently | 1,250 | Support | 46 | 2 | Other | 1 | 153 | 3 | Female | 106 | 2 | 3 | Sales Executive | 3 | Married | 19,133 | 76,532 | 5 | Y | Yes | 9 | 1 | 3 | 80 | 4 | 28 | 6 | 3 | 1 | 1 | 1 | 1 |
19 | No | Travel_Rarely | 162 | Support | 46 | 1 | Life Sciences | 1 | 154 | 3 | Female | 128 | 4 | 3 | Manufacturing Director | 2 | Married | 6,808 | 13,616 | 1 | Y | Yes | 1 | 1 | 3 | 80 | 4 | 32 | 4 | 2 | 27 | 22 | 12 | 27 |
21 | Yes | Non-Travel | 977 | Hardware | 33 | 2 | Marketing | 1 | 155 | 2 | Male | 31 | 3 | 1 | Manager | 1 | Married | 1,175 | 34,075 | 7 | Y | Yes | 21 | 4 | 4 | 80 | 1 | 30 | 4 | 3 | 7 | 4 | 6 | 1 |
38 | No | Travel_Frequently | 750 | Human Resources | 4 | 1 | Technical Degree | 1 | 156 | 3 | Female | 94 | 1 | 5 | Research Scientist | 2 | Divorced | 9,886 | 148,290 | 3 | Y | No | 5 | 1 | 4 | 80 | 1 | 36 | 1 | 1 | 3 | 3 | 2 | 3 |
24 | No | Travel_Rarely | 1,336 | Software | 21 | 1 | Other | 1 | 157 | 2 | Female | 68 | 1 | 2 | Research Director | 1 | Divorced | 14,388 | 431,640 | 8 | Y | No | 3 | 3 | 1 | 80 | 1 | 5 | 1 | 1 | 2 | 2 | 2 | 2 |
50 | No | Travel_Frequently | 1,360 | Hardware | 49 | 3 | Life Sciences | 1 | 158 | 1 | Male | 161 | 2 | 4 | Research Scientist | 2 | Married | 24,552 | 220,968 | 1 | Y | No | 6 | 2 | 3 | 80 | 4 | 24 | 4 | 1 | 2 | 2 | 1 | 2 |
26 | Yes | Travel_Frequently | 805 | Hardware | 10 | 4 | Other | 1 | 159 | 1 | Female | 156 | 2 | 2 | Research Director | 4 | Single | 6,778 | 183,006 | 7 | Y | No | 37 | 3 | 2 | 80 | 4 | 24 | 3 | 2 | 17 | 4 | 10 | 4 |
57 | Yes | Non-Travel | 597 | Human Resources | 4 | 2 | Medical | 1 | 160 | 3 | Female | 45 | 1 | 3 | Manufacturing Director | 4 | Single | 16,136 | 209,768 | 2 | Y | No | 34 | 2 | 3 | 80 | 3 | 39 | 4 | 2 | 22 | 5 | 3 | 8 |
18 | No | Non-Travel | 542 | Software | 13 | 4 | Other | 1 | 161 | 2 | Female | 52 | 2 | 3 | Human Resources | 3 | Single | 50,983 | 509,830 | 1 | Y | No | 12 | 3 | 3 | 80 | 1 | 10 | 6 | 2 | 1 | 1 | 1 | 1 |
22 | No | Travel_Frequently | 1,251 | Software | 16 | 3 | Marketing | 1 | 162 | 4 | Male | 116 | 3 | 3 | Manufacturing Director | 2 | Married | 42,147 | 126,441 | 0 | Y | Yes | 44 | 4 | 4 | 80 | 3 | 8 | 5 | 2 | 1 | 1 | 1 | 1 |
25 | Yes | Travel_Rarely | 172 | Research & Development | 11 | 1 | Medical | 1 | 163 | 4 | Male | 161 | 2 | 2 | Manager | 4 | Married | 38,790 | 1,086,120 | 6 | Y | Yes | 28 | 1 | 3 | 80 | 1 | 27 | 4 | 3 | 25 | 8 | 2 | 10 |
28 | No | Non-Travel | 284 | Support | 44 | 4 | Life Sciences | 1 | 164 | 1 | Female | 148 | 1 | 1 | Laboratory Technician | 2 | Divorced | 25,978 | 623,472 | 0 | Y | Yes | 42 | 3 | 3 | 80 | 3 | 13 | 6 | 4 | 12 | 1 | 7 | 5 |
60 | No | Travel_Rarely | 577 | Software | 41 | 1 | Other | 1 | 165 | 1 | Male | 73 | 4 | 2 | Research Scientist | 4 | Married | 49,264 | 886,752 | 6 | Y | No | 21 | 2 | 3 | 80 | 1 | 15 | 5 | 2 | 6 | 2 | 2 | 2 |
51 | Yes | Travel_Frequently | 540 | Sales | 17 | 4 | Technical Degree | 1 | 166 | 4 | Male | 102 | 3 | 5 | Research Director | 2 | Single | 14,401 | 244,817 | 0 | Y | No | 41 | 2 | 4 | 80 | 2 | 31 | 1 | 4 | 24 | 19 | 24 | 20 |
32 | Yes | Travel_Rarely | 132 | Software | 43 | 3 | Medical | 1 | 167 | 3 | Female | 161 | 3 | 1 | Sales Executive | 4 | Divorced | 13,967 | 83,802 | 2 | Y | Yes | 38 | 2 | 2 | 80 | 4 | 16 | 4 | 3 | 2 | 1 | 2 | 2 |
20 | No | Travel_Frequently | 1,054 | Support | 19 | 1 | Marketing | 1 | 168 | 3 | Female | 161 | 2 | 4 | Research Director | 4 | Married | 11,039 | 66,234 | 1 | Y | Yes | 19 | 2 | 2 | 80 | 4 | 19 | 4 | 2 | 5 | 5 | 5 | 4 |
45 | Yes | Non-Travel | 652 | Software | 19 | 3 | Life Sciences | 1 | 169 | 4 | Male | 146 | 4 | 3 | Research Scientist | 3 | Divorced | 15,171 | 45,513 | 4 | Y | Yes | 49 | 4 | 1 | 80 | 4 | 28 | 1 | 2 | 10 | 5 | 4 | 8 |
51 | No | Travel_Rarely | 236 | Software | 19 | 4 | Life Sciences | 1 | 170 | 4 | Female | 136 | 2 | 2 | Sales Executive | 1 | Single | 40,503 | 202,515 | 3 | Y | No | 19 | 4 | 3 | 80 | 4 | 29 | 5 | 4 | 17 | 16 | 2 | 1 |
38 | Yes | Travel_Rarely | 408 | Research & Development | 38 | 2 | Other | 1 | 171 | 3 | Female | 68 | 1 | 5 | Sales Executive | 2 | Single | 15,523 | 434,644 | 3 | Y | No | 45 | 3 | 2 | 80 | 2 | 14 | 3 | 3 | 12 | 6 | 3 | 5 |
29 | No | Travel_Frequently | 331 | Software | 45 | 2 | Medical | 1 | 172 | 2 | Female | 161 | 4 | 1 | Manager | 1 | Divorced | 10,378 | 72,646 | 7 | Y | Yes | 16 | 2 | 1 | 80 | 3 | 11 | 5 | 2 | 1 | 1 | 1 | 1 |
47 | No | Non-Travel | 956 | Sales | 28 | 4 | Technical Degree | 1 | 173 | 4 | Male | 58 | 1 | 4 | Sales Representative | 2 | Married | 30,087 | 631,827 | 0 | Y | Yes | 26 | 3 | 4 | 80 | 4 | 22 | 3 | 2 | 17 | 5 | 12 | 11 |
24 | No | Travel_Rarely | 499 | Human Resources | 17 | 3 | Medical | 1 | 174 | 4 | Male | 160 | 3 | 1 | Research Director | 2 | Married | 50,750 | 862,750 | 7 | Y | Yes | 20 | 2 | 1 | 80 | 4 | 34 | 6 | 2 | 29 | 15 | 12 | 9 |
35 | No | Travel_Frequently | 251 | Human Resources | 21 | 2 | Medical | 1 | 175 | 3 | Female | 152 | 4 | 4 | Laboratory Technician | 3 | Divorced | 14,217 | 28,434 | 5 | Y | Yes | 18 | 1 | 4 | 80 | 2 | 12 | 1 | 4 | 11 | 7 | 4 | 1 |
57 | Yes | Travel_Rarely | 1,245 | Research & Development | 19 | 1 | Marketing | 1 | 176 | 1 | Female | 69 | 1 | 3 | Sales Executive | 1 | Married | 23,456 | 609,856 | 4 | Y | No | 26 | 1 | 3 | 80 | 1 | 15 | 5 | 3 | 14 | 13 | 10 | 9 |
24 | No | Non-Travel | 889 | Research & Development | 43 | 2 | Human Resources | 1 | 177 | 2 | Male | 42 | 3 | 1 | Human Resources | 1 | Single | 3,176 | 44,464 | 0 | Y | Yes | 31 | 3 | 2 | 80 | 3 | 39 | 3 | 4 | 24 | 11 | 9 | 2 |
18 | No | Travel_Rarely | 1,228 | Hardware | 23 | 1 | Marketing | 1 | 178 | 3 | Male | 106 | 3 | 5 | Developer | 3 | Single | 5,758 | 97,886 | 7 | Y | Yes | 41 | 2 | 2 | 80 | 2 | 32 | 1 | 4 | 29 | 12 | 24 | 2 |
37 | Yes | Non-Travel | 1,042 | Research & Development | 6 | 3 | Medical | 1 | 179 | 4 | Female | 110 | 4 | 3 | Sales Executive | 2 | Married | 1,955 | 13,685 | 3 | Y | Yes | 38 | 3 | 4 | 80 | 2 | 15 | 3 | 4 | 15 | 10 | 12 | 2 |
30 | Yes | Travel_Frequently | 1,485 | Research & Development | 45 | 1 | Life Sciences | 1 | 180 | 4 | Female | 75 | 3 | 1 | Developer | 1 | Married | 15,602 | 46,806 | 1 | Y | Yes | 29 | 3 | 1 | 80 | 4 | 30 | 3 | 1 | 16 | 11 | 12 | 12 |
42 | No | Non-Travel | 436 | Software | 28 | 3 | Technical Degree | 1 | 181 | 2 | Female | 118 | 2 | 4 | Human Resources | 4 | Single | 36,229 | 36,229 | 4 | Y | No | 48 | 3 | 4 | 80 | 1 | 24 | 5 | 3 | 13 | 6 | 5 | 7 |
50 | Yes | Travel_Rarely | 196 | Research & Development | 16 | 3 | Marketing | 1 | 182 | 4 | Male | 165 | 4 | 2 | Sales Representative | 1 | Divorced | 8,184 | 98,208 | 0 | Y | Yes | 35 | 2 | 1 | 80 | 4 | 35 | 4 | 4 | 30 | 2 | 14 | 10 |
41 | No | Travel_Frequently | 841 | Software | 39 | 2 | Technical Degree | 1 | 183 | 4 | Female | 60 | 4 | 2 | Sales Representative | 3 | Married | 37,875 | 151,500 | 2 | Y | No | 34 | 2 | 4 | 80 | 4 | 16 | 1 | 4 | 16 | 12 | 15 | 5 |
30 | Yes | Travel_Rarely | 724 | Support | 11 | 3 | Human Resources | 1 | 184 | 1 | Male | 81 | 3 | 1 | Sales Representative | 4 | Divorced | 35,982 | 1,043,478 | 1 | Y | Yes | 45 | 4 | 4 | 80 | 4 | 21 | 1 | 1 | 8 | 2 | 8 | 5 |
42 | Yes | Travel_Rarely | 499 | Sales | 42 | 3 | Life Sciences | 1 | 185 | 3 | Male | 169 | 2 | 1 | Research Scientist | 2 | Divorced | 1,008 | 23,184 | 1 | Y | Yes | 25 | 2 | 1 | 80 | 4 | 19 | 1 | 3 | 6 | 4 | 4 | 2 |
39 | Yes | Travel_Rarely | 1,355 | Support | 8 | 3 | Technical Degree | 1 | 186 | 3 | Female | 86 | 3 | 2 | Human Resources | 1 | Married | 26,948 | 350,324 | 2 | Y | Yes | 21 | 3 | 1 | 80 | 1 | 39 | 3 | 1 | 7 | 7 | 6 | 7 |
30 | No | Non-Travel | 494 | Research & Development | 9 | 4 | Life Sciences | 1 | 187 | 1 | Male | 30 | 4 | 3 | Developer | 3 | Single | 6,949 | 173,725 | 4 | Y | Yes | 26 | 4 | 3 | 80 | 4 | 27 | 4 | 4 | 10 | 10 | 8 | 10 |
20 | Yes | Travel_Rarely | 1,383 | Support | 38 | 1 | Medical | 1 | 188 | 1 | Female | 37 | 3 | 3 | Sales Representative | 2 | Single | 48,069 | 769,104 | 1 | Y | No | 2 | 4 | 1 | 80 | 1 | 10 | 3 | 1 | 6 | 5 | 5 | 5 |
46 | No | Travel_Rarely | 769 | Human Resources | 3 | 1 | Marketing | 1 | 189 | 3 | Female | 51 | 3 | 4 | Laboratory Technician | 1 | Married | 29,090 | 378,170 | 7 | Y | Yes | 9 | 4 | 4 | 80 | 4 | 24 | 6 | 4 | 14 | 7 | 3 | 4 |
57 | Yes | Travel_Rarely | 1,060 | Software | 23 | 3 | Life Sciences | 1 | 190 | 4 | Female | 45 | 4 | 4 | Research Scientist | 4 | Single | 33,946 | 746,812 | 8 | Y | Yes | 12 | 3 | 1 | 80 | 2 | 33 | 4 | 1 | 2 | 1 | 2 | 2 |
36 | No | Travel_Rarely | 285 | Support | 28 | 4 | Technical Degree | 1 | 191 | 1 | Female | 185 | 3 | 3 | Sales Representative | 1 | Divorced | 41,069 | 739,242 | 4 | Y | No | 33 | 1 | 2 | 80 | 1 | 32 | 6 | 4 | 25 | 3 | 3 | 13 |
52 | No | Travel_Rarely | 1,342 | Human Resources | 40 | 1 | Other | 1 | 192 | 1 | Male | 157 | 1 | 4 | Research Scientist | 4 | Divorced | 22,613 | 384,421 | 3 | Y | No | 19 | 3 | 4 | 80 | 4 | 3 | 6 | 2 | 1 | 1 | 1 | 1 |
30 | No | Non-Travel | 760 | Sales | 26 | 4 | Other | 1 | 193 | 4 | Female | 100 | 2 | 1 | Healthcare Representative | 4 | Single | 14,209 | 56,836 | 0 | Y | Yes | 30 | 4 | 4 | 80 | 3 | 14 | 1 | 1 | 12 | 2 | 3 | 1 |
24 | Yes | Non-Travel | 1,272 | Support | 33 | 4 | Marketing | 1 | 194 | 2 | Female | 195 | 4 | 4 | Research Director | 1 | Divorced | 3,270 | 29,430 | 6 | Y | No | 46 | 3 | 2 | 80 | 1 | 21 | 3 | 4 | 10 | 8 | 8 | 1 |
38 | Yes | Travel_Frequently | 1,142 | Hardware | 10 | 3 | Life Sciences | 1 | 195 | 4 | Male | 62 | 2 | 2 | Sales Executive | 1 | Single | 2,648 | 68,848 | 4 | Y | Yes | 0 | 3 | 1 | 80 | 3 | 36 | 2 | 2 | 31 | 16 | 8 | 11 |
57 | Yes | Travel_Frequently | 1,012 | Research & Development | 41 | 3 | Marketing | 1 | 196 | 1 | Male | 142 | 4 | 3 | Sales Executive | 1 | Single | 43,107 | 1,206,996 | 2 | Y | Yes | 46 | 4 | 2 | 80 | 3 | 19 | 5 | 1 | 11 | 3 | 3 | 4 |
22 | Yes | Travel_Rarely | 1,185 | Sales | 7 | 1 | Human Resources | 1 | 197 | 4 | Male | 127 | 4 | 5 | Healthcare Representative | 4 | Married | 27,103 | 243,927 | 4 | Y | No | 4 | 1 | 4 | 80 | 1 | 11 | 3 | 4 | 11 | 7 | 6 | 1 |
60 | Yes | Non-Travel | 690 | Support | 16 | 2 | Life Sciences | 1 | 198 | 2 | Male | 85 | 2 | 2 | Sales Executive | 4 | Married | 22,931 | 229,310 | 7 | Y | Yes | 39 | 2 | 2 | 80 | 1 | 7 | 6 | 3 | 7 | 6 | 4 | 7 |
47 | No | Non-Travel | 581 | Software | 29 | 3 | Other | 1 | 199 | 2 | Male | 78 | 4 | 1 | Laboratory Technician | 2 | Divorced | 30,708 | 491,328 | 3 | Y | No | 25 | 1 | 1 | 80 | 2 | 4 | 2 | 2 | 3 | 1 | 2 | 3 |
35 | No | Travel_Rarely | 946 | Support | 12 | 1 | Medical | 1 | 200 | 4 | Female | 165 | 2 | 2 | Developer | 2 | Married | 23,757 | 522,654 | 5 | Y | No | 22 | 1 | 4 | 80 | 2 | 40 | 3 | 2 | 16 | 14 | 15 | 1 |