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
int64 1
50
| Education
int64 1
5
| EducationField
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values | EmployeeCount
int64 1
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| EmployeeNumber
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| EnvironmentSatisfaction
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| Gender
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values | HourlyRate
int64 30
200
| JobInvolvement
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values | JobSatisfaction
int64 1
4
| MaritalStatus
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values | MonthlyIncome
int64 1k
51k
| MonthlyRate
int64 1.05k
1.5M
| NumCompaniesWorked
int64 0
8
| Over18
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value | OverTime
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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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35
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39
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int64 1
40
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
46 | Yes | Travel_Frequently | 595 | Sales | 3 | 5 | Marketing | 1 | 4,201 | 3 | Female | 186 | 4 | 1 | Research Director | 1 | Married | 47,088 | 565,056 | 8 | Y | No | 17 | 3 | 3 | 80 | 2 | 21 | 6 | 4 | 17 | 1 | 10 | 16 |
28 | Yes | Travel_Frequently | 632 | Sales | 12 | 1 | Technical Degree | 1 | 4,202 | 1 | Female | 91 | 2 | 3 | Sales Executive | 2 | Single | 17,812 | 338,428 | 6 | Y | No | 3 | 3 | 2 | 80 | 3 | 24 | 6 | 2 | 16 | 4 | 9 | 5 |
19 | Yes | Non-Travel | 316 | Hardware | 19 | 3 | Life Sciences | 1 | 4,203 | 3 | Female | 118 | 1 | 1 | Laboratory Technician | 2 | Married | 3,840 | 49,920 | 4 | Y | No | 25 | 4 | 2 | 80 | 4 | 35 | 5 | 4 | 3 | 3 | 2 | 3 |
40 | No | Non-Travel | 1,331 | Sales | 29 | 3 | Human Resources | 1 | 4,204 | 4 | Female | 200 | 4 | 2 | Research Scientist | 2 | Divorced | 21,035 | 105,175 | 3 | Y | No | 20 | 4 | 4 | 80 | 4 | 33 | 2 | 2 | 33 | 12 | 30 | 5 |
19 | Yes | Non-Travel | 854 | Hardware | 41 | 1 | Other | 1 | 4,205 | 2 | Male | 80 | 2 | 4 | Healthcare Representative | 3 | Single | 14,906 | 104,342 | 4 | Y | No | 16 | 2 | 3 | 80 | 4 | 28 | 5 | 1 | 9 | 5 | 7 | 4 |
39 | No | Travel_Rarely | 1,205 | Support | 29 | 2 | Technical Degree | 1 | 4,206 | 4 | Female | 180 | 2 | 3 | Developer | 2 | Single | 1,701 | 40,824 | 3 | Y | Yes | 7 | 1 | 2 | 80 | 2 | 21 | 6 | 4 | 9 | 4 | 1 | 5 |
32 | No | Non-Travel | 424 | Support | 32 | 1 | Other | 1 | 4,207 | 1 | Male | 142 | 2 | 5 | Developer | 3 | Married | 3,118 | 43,652 | 1 | Y | No | 32 | 4 | 3 | 80 | 1 | 33 | 3 | 2 | 15 | 4 | 7 | 6 |
29 | Yes | Travel_Rarely | 788 | Sales | 4 | 1 | Marketing | 1 | 4,208 | 2 | Male | 141 | 2 | 2 | Healthcare Representative | 1 | Married | 19,987 | 179,883 | 3 | Y | Yes | 24 | 4 | 4 | 80 | 3 | 30 | 3 | 3 | 4 | 1 | 1 | 1 |
59 | Yes | Travel_Rarely | 328 | Support | 2 | 4 | Technical Degree | 1 | 4,209 | 3 | Female | 68 | 4 | 5 | Healthcare Representative | 4 | Married | 25,125 | 175,875 | 4 | Y | No | 16 | 1 | 4 | 80 | 1 | 38 | 5 | 1 | 30 | 14 | 16 | 28 |
39 | Yes | Travel_Rarely | 1,156 | Software | 4 | 1 | Marketing | 1 | 4,210 | 1 | Male | 177 | 1 | 5 | Research Director | 2 | Married | 33,524 | 368,764 | 8 | Y | Yes | 37 | 4 | 1 | 80 | 4 | 29 | 3 | 4 | 20 | 15 | 17 | 14 |
38 | No | Travel_Rarely | 1,318 | Sales | 44 | 4 | Human Resources | 1 | 4,211 | 2 | Male | 66 | 3 | 2 | Developer | 1 | Single | 29,963 | 209,741 | 3 | Y | Yes | 8 | 2 | 4 | 80 | 4 | 7 | 5 | 1 | 7 | 2 | 2 | 3 |
51 | Yes | Non-Travel | 268 | Sales | 5 | 3 | Human Resources | 1 | 4,212 | 2 | Female | 164 | 4 | 4 | Research Director | 4 | Divorced | 16,414 | 492,420 | 6 | Y | Yes | 11 | 1 | 2 | 80 | 2 | 18 | 5 | 1 | 4 | 1 | 4 | 1 |
58 | Yes | Travel_Frequently | 993 | Research & Development | 40 | 2 | Human Resources | 1 | 4,213 | 2 | Female | 60 | 4 | 2 | Human Resources | 4 | Divorced | 28,756 | 862,680 | 8 | Y | No | 37 | 2 | 2 | 80 | 1 | 12 | 2 | 1 | 1 | 1 | 1 | 1 |
30 | No | Non-Travel | 865 | Software | 3 | 3 | Other | 1 | 4,214 | 4 | Male | 195 | 3 | 5 | Healthcare Representative | 1 | Married | 49,534 | 891,612 | 4 | Y | No | 19 | 4 | 2 | 80 | 4 | 29 | 3 | 3 | 4 | 4 | 4 | 3 |
37 | Yes | Travel_Frequently | 1,121 | Human Resources | 21 | 5 | Other | 1 | 4,215 | 4 | Female | 90 | 3 | 3 | Manager | 2 | Single | 48,986 | 146,958 | 5 | Y | Yes | 22 | 3 | 3 | 80 | 2 | 16 | 6 | 3 | 1 | 1 | 1 | 1 |
30 | No | Travel_Rarely | 822 | Hardware | 12 | 3 | Medical | 1 | 4,216 | 3 | Female | 30 | 2 | 2 | Sales Representative | 1 | Married | 24,327 | 194,616 | 2 | Y | No | 4 | 1 | 1 | 80 | 4 | 36 | 2 | 4 | 6 | 5 | 5 | 6 |
53 | Yes | Travel_Rarely | 489 | Support | 16 | 2 | Other | 1 | 4,217 | 4 | Male | 44 | 1 | 4 | Sales Executive | 2 | Single | 9,279 | 55,674 | 8 | Y | No | 27 | 4 | 2 | 80 | 4 | 24 | 5 | 2 | 15 | 14 | 2 | 14 |
58 | No | Non-Travel | 231 | Research & Development | 38 | 3 | Marketing | 1 | 4,218 | 1 | Female | 120 | 1 | 1 | Research Director | 2 | Divorced | 14,743 | 442,290 | 0 | Y | No | 5 | 1 | 2 | 80 | 3 | 32 | 3 | 4 | 22 | 3 | 18 | 18 |
30 | Yes | Non-Travel | 1,098 | Software | 40 | 4 | Life Sciences | 1 | 4,219 | 2 | Male | 199 | 3 | 2 | Human Resources | 3 | Married | 13,125 | 13,125 | 2 | Y | No | 2 | 4 | 3 | 80 | 2 | 25 | 2 | 3 | 8 | 3 | 7 | 8 |
37 | No | Travel_Rarely | 998 | Support | 3 | 1 | Human Resources | 1 | 4,220 | 3 | Female | 102 | 3 | 3 | Manufacturing Director | 2 | Single | 34,544 | 690,880 | 7 | Y | Yes | 48 | 4 | 3 | 80 | 2 | 26 | 2 | 4 | 9 | 7 | 8 | 7 |
45 | No | Travel_Rarely | 1,201 | Hardware | 13 | 3 | Life Sciences | 1 | 4,221 | 1 | Male | 194 | 3 | 4 | Research Scientist | 4 | Divorced | 22,490 | 157,430 | 2 | Y | Yes | 44 | 3 | 3 | 80 | 4 | 33 | 5 | 4 | 24 | 1 | 14 | 12 |
30 | No | Non-Travel | 318 | Research & Development | 44 | 2 | Technical Degree | 1 | 4,222 | 4 | Male | 134 | 1 | 2 | Human Resources | 1 | Married | 9,640 | 67,480 | 3 | Y | Yes | 4 | 1 | 3 | 80 | 4 | 14 | 4 | 1 | 10 | 2 | 1 | 2 |
29 | Yes | Travel_Frequently | 897 | Sales | 4 | 1 | Life Sciences | 1 | 4,223 | 2 | Female | 40 | 3 | 2 | Research Director | 2 | Single | 34,742 | 486,388 | 3 | Y | Yes | 34 | 3 | 1 | 80 | 2 | 24 | 1 | 3 | 9 | 9 | 9 | 9 |
31 | Yes | Travel_Rarely | 754 | Human Resources | 7 | 5 | Marketing | 1 | 4,224 | 1 | Male | 197 | 3 | 2 | Human Resources | 4 | Married | 7,657 | 107,198 | 6 | Y | Yes | 36 | 4 | 1 | 80 | 4 | 6 | 2 | 1 | 1 | 1 | 1 | 1 |
41 | No | Non-Travel | 1,483 | Software | 23 | 3 | Other | 1 | 4,225 | 4 | Male | 180 | 2 | 1 | Manager | 3 | Divorced | 48,842 | 1,318,734 | 2 | Y | No | 42 | 2 | 4 | 80 | 3 | 23 | 3 | 3 | 6 | 5 | 6 | 3 |
55 | No | Travel_Frequently | 1,137 | Support | 19 | 1 | Life Sciences | 1 | 4,226 | 3 | Male | 100 | 4 | 3 | Developer | 2 | Single | 29,413 | 852,977 | 0 | Y | No | 11 | 4 | 1 | 80 | 3 | 17 | 3 | 4 | 15 | 6 | 5 | 9 |
53 | Yes | Travel_Frequently | 1,161 | Software | 40 | 1 | Technical Degree | 1 | 4,227 | 2 | Female | 46 | 2 | 1 | Sales Representative | 2 | Divorced | 19,218 | 172,962 | 8 | Y | No | 43 | 3 | 4 | 80 | 3 | 33 | 1 | 1 | 18 | 7 | 18 | 18 |
30 | No | Non-Travel | 129 | Research & Development | 32 | 5 | Technical Degree | 1 | 4,228 | 3 | Male | 174 | 4 | 4 | Research Scientist | 3 | Single | 29,503 | 383,539 | 5 | Y | Yes | 11 | 4 | 4 | 80 | 4 | 17 | 2 | 1 | 2 | 1 | 1 | 1 |
26 | No | Non-Travel | 1,237 | Hardware | 32 | 5 | Human Resources | 1 | 4,229 | 2 | Female | 47 | 3 | 5 | Laboratory Technician | 3 | Divorced | 8,290 | 174,090 | 4 | Y | Yes | 24 | 3 | 3 | 80 | 3 | 36 | 6 | 4 | 4 | 4 | 4 | 4 |
25 | Yes | Travel_Frequently | 1,192 | Hardware | 25 | 4 | Life Sciences | 1 | 4,230 | 1 | Female | 174 | 4 | 3 | Research Director | 4 | Single | 45,665 | 502,315 | 4 | Y | No | 16 | 4 | 3 | 80 | 4 | 11 | 4 | 1 | 7 | 6 | 5 | 2 |
31 | Yes | Travel_Frequently | 873 | Sales | 41 | 2 | Medical | 1 | 4,231 | 4 | Female | 33 | 4 | 5 | Research Scientist | 4 | Married | 11,045 | 22,090 | 6 | Y | Yes | 21 | 3 | 4 | 80 | 1 | 38 | 1 | 1 | 10 | 5 | 5 | 1 |
45 | Yes | Travel_Frequently | 1,056 | Sales | 42 | 5 | Marketing | 1 | 4,232 | 2 | Male | 63 | 4 | 1 | Manufacturing Director | 1 | Single | 29,131 | 699,144 | 2 | Y | No | 11 | 3 | 4 | 80 | 4 | 35 | 5 | 1 | 34 | 10 | 12 | 22 |
29 | No | Travel_Rarely | 845 | Research & Development | 33 | 1 | Technical Degree | 1 | 4,233 | 3 | Male | 119 | 1 | 2 | Research Scientist | 1 | Married | 37,636 | 150,544 | 3 | Y | No | 10 | 4 | 2 | 80 | 2 | 15 | 4 | 4 | 7 | 3 | 5 | 2 |
27 | No | Travel_Rarely | 170 | Research & Development | 5 | 2 | Other | 1 | 4,234 | 2 | Female | 98 | 2 | 1 | Research Scientist | 4 | Divorced | 30,635 | 520,795 | 7 | Y | No | 6 | 1 | 1 | 80 | 4 | 19 | 4 | 4 | 19 | 15 | 10 | 18 |
27 | No | Non-Travel | 669 | Human Resources | 27 | 2 | Medical | 1 | 4,235 | 1 | Female | 60 | 4 | 4 | Manager | 2 | Divorced | 2,418 | 26,598 | 1 | Y | No | 22 | 4 | 4 | 80 | 3 | 21 | 1 | 1 | 4 | 1 | 4 | 1 |
21 | Yes | Travel_Rarely | 1,123 | Support | 5 | 3 | Marketing | 1 | 4,236 | 2 | Male | 61 | 3 | 5 | Developer | 2 | Divorced | 9,274 | 92,740 | 4 | Y | No | 47 | 1 | 3 | 80 | 2 | 16 | 2 | 2 | 11 | 11 | 1 | 7 |
29 | No | Travel_Rarely | 443 | Sales | 36 | 3 | Other | 1 | 4,237 | 4 | Male | 86 | 1 | 4 | Research Scientist | 4 | Married | 30,370 | 212,590 | 6 | Y | Yes | 9 | 4 | 3 | 80 | 4 | 12 | 6 | 1 | 9 | 5 | 6 | 1 |
22 | No | Travel_Rarely | 583 | Hardware | 11 | 2 | Marketing | 1 | 4,238 | 4 | Male | 77 | 4 | 3 | Laboratory Technician | 2 | Divorced | 43,913 | 483,043 | 2 | Y | Yes | 46 | 2 | 1 | 80 | 1 | 8 | 4 | 2 | 3 | 3 | 3 | 2 |
45 | Yes | Travel_Frequently | 880 | Research & Development | 26 | 3 | Technical Degree | 1 | 4,239 | 3 | Male | 140 | 1 | 5 | Manufacturing Director | 1 | Single | 4,334 | 99,682 | 1 | Y | No | 24 | 2 | 1 | 80 | 3 | 37 | 6 | 2 | 4 | 2 | 4 | 2 |
39 | No | Travel_Frequently | 296 | Hardware | 5 | 4 | Medical | 1 | 4,240 | 3 | Female | 63 | 3 | 4 | Research Director | 3 | Married | 39,312 | 904,176 | 0 | Y | No | 25 | 1 | 1 | 80 | 3 | 31 | 2 | 4 | 24 | 24 | 14 | 14 |
41 | No | Travel_Frequently | 951 | Hardware | 8 | 1 | Marketing | 1 | 4,241 | 2 | Female | 188 | 1 | 3 | Manufacturing Director | 2 | Married | 39,016 | 702,288 | 6 | Y | No | 13 | 1 | 3 | 80 | 1 | 14 | 4 | 4 | 10 | 7 | 1 | 9 |
25 | Yes | Travel_Frequently | 1,355 | Sales | 41 | 4 | Marketing | 1 | 4,242 | 4 | Female | 152 | 2 | 5 | Human Resources | 2 | Divorced | 31,665 | 474,975 | 4 | Y | No | 13 | 2 | 1 | 80 | 4 | 22 | 4 | 4 | 13 | 12 | 7 | 2 |
54 | No | Travel_Frequently | 1,344 | Hardware | 3 | 4 | Marketing | 1 | 4,243 | 2 | Female | 161 | 3 | 4 | Research Director | 4 | Married | 30,180 | 573,420 | 8 | Y | Yes | 0 | 1 | 2 | 80 | 2 | 15 | 1 | 4 | 8 | 4 | 6 | 3 |
27 | No | Travel_Rarely | 982 | Research & Development | 9 | 3 | Life Sciences | 1 | 4,244 | 1 | Female | 79 | 1 | 2 | Healthcare Representative | 2 | Single | 10,747 | 193,446 | 8 | Y | No | 44 | 3 | 3 | 80 | 3 | 8 | 6 | 1 | 3 | 1 | 3 | 1 |
45 | Yes | Travel_Rarely | 1,249 | Hardware | 6 | 2 | Technical Degree | 1 | 4,245 | 1 | Male | 51 | 3 | 1 | Research Scientist | 2 | Single | 39,975 | 399,750 | 0 | Y | Yes | 48 | 4 | 1 | 80 | 3 | 14 | 1 | 4 | 8 | 7 | 6 | 5 |
23 | Yes | Travel_Rarely | 163 | Support | 42 | 2 | Marketing | 1 | 4,246 | 2 | Male | 134 | 2 | 2 | Sales Executive | 2 | Divorced | 38,344 | 805,224 | 8 | Y | Yes | 45 | 2 | 1 | 80 | 2 | 16 | 3 | 1 | 9 | 6 | 1 | 8 |
32 | No | Non-Travel | 155 | Hardware | 15 | 4 | Technical Degree | 1 | 4,247 | 4 | Female | 196 | 2 | 4 | Human Resources | 2 | Single | 41,832 | 585,648 | 6 | Y | Yes | 49 | 3 | 4 | 80 | 2 | 22 | 5 | 4 | 4 | 2 | 2 | 3 |
32 | No | Travel_Rarely | 1,442 | Hardware | 2 | 2 | Human Resources | 1 | 4,248 | 4 | Female | 198 | 4 | 4 | Laboratory Technician | 4 | Divorced | 5,167 | 134,342 | 1 | Y | No | 0 | 4 | 3 | 80 | 3 | 13 | 5 | 4 | 10 | 8 | 4 | 6 |
52 | No | Travel_Frequently | 1,307 | Hardware | 40 | 3 | Marketing | 1 | 4,249 | 2 | Female | 121 | 4 | 4 | Sales Executive | 2 | Divorced | 10,869 | 130,428 | 5 | Y | Yes | 40 | 4 | 3 | 80 | 3 | 11 | 6 | 2 | 4 | 1 | 1 | 2 |
43 | No | Non-Travel | 333 | Research & Development | 25 | 1 | Life Sciences | 1 | 4,250 | 3 | Female | 96 | 2 | 2 | Manager | 3 | Divorced | 30,917 | 340,087 | 8 | Y | No | 4 | 3 | 3 | 80 | 3 | 15 | 4 | 4 | 14 | 12 | 11 | 5 |
55 | No | Travel_Frequently | 1,168 | Support | 19 | 4 | Marketing | 1 | 4,251 | 4 | Male | 165 | 1 | 3 | Sales Representative | 2 | Married | 8,243 | 74,187 | 5 | Y | No | 43 | 2 | 2 | 80 | 1 | 7 | 1 | 1 | 1 | 1 | 1 | 1 |
27 | Yes | Non-Travel | 760 | Sales | 32 | 1 | Other | 1 | 4,252 | 4 | Male | 65 | 2 | 5 | Developer | 4 | Single | 24,717 | 271,887 | 4 | Y | Yes | 6 | 3 | 3 | 80 | 3 | 4 | 2 | 2 | 1 | 1 | 1 | 1 |
51 | No | Travel_Rarely | 1,464 | Sales | 37 | 5 | Marketing | 1 | 4,253 | 4 | Female | 72 | 4 | 1 | Manufacturing Director | 1 | Divorced | 20,382 | 244,584 | 5 | Y | No | 39 | 2 | 4 | 80 | 1 | 24 | 3 | 4 | 5 | 2 | 2 | 1 |
52 | No | Travel_Frequently | 1,273 | Hardware | 46 | 2 | Life Sciences | 1 | 4,254 | 4 | Female | 48 | 1 | 2 | Manufacturing Director | 2 | Divorced | 35,575 | 426,900 | 5 | Y | No | 49 | 3 | 4 | 80 | 1 | 1 | 6 | 3 | 1 | 1 | 1 | 1 |
60 | No | Non-Travel | 849 | Research & Development | 49 | 1 | Technical Degree | 1 | 4,255 | 2 | Female | 60 | 4 | 4 | Research Scientist | 3 | Single | 26,541 | 371,574 | 8 | Y | No | 38 | 1 | 1 | 80 | 3 | 37 | 1 | 4 | 8 | 7 | 6 | 7 |
39 | Yes | Travel_Frequently | 1,356 | Human Resources | 23 | 5 | Other | 1 | 4,256 | 4 | Female | 121 | 3 | 1 | Manager | 4 | Single | 35,069 | 70,138 | 1 | Y | No | 17 | 1 | 1 | 80 | 3 | 15 | 1 | 3 | 3 | 2 | 1 | 3 |
55 | Yes | Non-Travel | 654 | Research & Development | 24 | 4 | Technical Degree | 1 | 4,257 | 3 | Male | 164 | 1 | 5 | Healthcare Representative | 3 | Married | 30,610 | 275,490 | 0 | Y | No | 12 | 2 | 1 | 80 | 2 | 33 | 6 | 1 | 21 | 19 | 9 | 20 |
43 | Yes | Travel_Frequently | 470 | Research & Development | 40 | 5 | Medical | 1 | 4,258 | 1 | Female | 166 | 2 | 4 | Sales Representative | 1 | Single | 36,959 | 184,795 | 5 | Y | Yes | 24 | 4 | 4 | 80 | 4 | 17 | 5 | 4 | 2 | 1 | 1 | 1 |
46 | No | Travel_Rarely | 681 | Support | 49 | 4 | Technical Degree | 1 | 4,259 | 2 | Female | 39 | 2 | 3 | Developer | 1 | Married | 5,623 | 112,460 | 2 | Y | Yes | 42 | 1 | 3 | 80 | 1 | 23 | 5 | 1 | 17 | 2 | 16 | 2 |
21 | No | Travel_Rarely | 654 | Software | 38 | 5 | Marketing | 1 | 4,260 | 3 | Female | 147 | 4 | 3 | Manager | 2 | Divorced | 20,888 | 543,088 | 6 | Y | Yes | 30 | 1 | 4 | 80 | 2 | 15 | 3 | 4 | 13 | 4 | 2 | 12 |
29 | No | Non-Travel | 585 | Human Resources | 19 | 2 | Technical Degree | 1 | 4,261 | 2 | Female | 68 | 4 | 3 | Research Scientist | 2 | Married | 11,898 | 214,164 | 4 | Y | Yes | 44 | 4 | 2 | 80 | 4 | 10 | 6 | 3 | 6 | 5 | 6 | 4 |
44 | Yes | Travel_Frequently | 1,427 | Support | 27 | 5 | Life Sciences | 1 | 4,262 | 4 | Male | 49 | 2 | 4 | Healthcare Representative | 1 | Divorced | 39,877 | 917,171 | 1 | Y | Yes | 4 | 1 | 4 | 80 | 1 | 30 | 6 | 1 | 22 | 4 | 2 | 19 |
26 | No | Travel_Rarely | 317 | Sales | 28 | 1 | Life Sciences | 1 | 4,263 | 1 | Female | 45 | 2 | 3 | Manager | 1 | Single | 12,246 | 24,492 | 4 | Y | Yes | 49 | 3 | 3 | 80 | 3 | 22 | 6 | 2 | 18 | 9 | 6 | 8 |
44 | No | Travel_Rarely | 1,298 | Sales | 23 | 3 | Marketing | 1 | 4,264 | 4 | Female | 73 | 3 | 3 | Human Resources | 2 | Divorced | 3,800 | 45,600 | 3 | Y | Yes | 33 | 1 | 1 | 80 | 4 | 24 | 6 | 1 | 11 | 6 | 6 | 5 |
39 | Yes | Travel_Rarely | 468 | Support | 35 | 2 | Marketing | 1 | 4,265 | 3 | Female | 141 | 4 | 4 | Research Scientist | 3 | Single | 20,188 | 343,196 | 8 | Y | No | 6 | 1 | 4 | 80 | 3 | 1 | 6 | 4 | 1 | 1 | 1 | 1 |
57 | Yes | Travel_Rarely | 954 | Support | 24 | 1 | Marketing | 1 | 4,266 | 1 | Male | 53 | 3 | 3 | Manufacturing Director | 2 | Divorced | 43,518 | 957,396 | 3 | Y | Yes | 13 | 4 | 1 | 80 | 1 | 15 | 4 | 1 | 12 | 7 | 5 | 6 |
35 | Yes | Travel_Rarely | 884 | Support | 15 | 2 | Technical Degree | 1 | 4,267 | 4 | Female | 161 | 1 | 2 | Manager | 2 | Single | 29,622 | 740,550 | 3 | Y | No | 37 | 4 | 2 | 80 | 4 | 17 | 6 | 1 | 16 | 7 | 9 | 11 |
60 | No | Travel_Rarely | 712 | Hardware | 42 | 2 | Marketing | 1 | 4,268 | 4 | Female | 146 | 4 | 5 | Laboratory Technician | 4 | Divorced | 22,866 | 160,062 | 5 | Y | No | 27 | 2 | 4 | 80 | 3 | 37 | 4 | 3 | 13 | 6 | 6 | 3 |
32 | No | Travel_Rarely | 493 | Software | 5 | 5 | Human Resources | 1 | 4,269 | 4 | Female | 172 | 4 | 1 | Developer | 1 | Married | 36,862 | 36,862 | 7 | Y | No | 25 | 2 | 1 | 80 | 4 | 22 | 2 | 4 | 13 | 1 | 8 | 3 |
40 | No | Non-Travel | 610 | Support | 28 | 4 | Technical Degree | 1 | 4,270 | 2 | Male | 124 | 1 | 4 | Sales Representative | 1 | Divorced | 28,179 | 563,580 | 2 | Y | No | 41 | 3 | 3 | 80 | 2 | 4 | 6 | 1 | 3 | 2 | 3 | 2 |
21 | No | Non-Travel | 229 | Research & Development | 39 | 1 | Life Sciences | 1 | 4,271 | 1 | Female | 144 | 3 | 4 | Research Director | 4 | Married | 28,512 | 826,848 | 6 | Y | No | 26 | 2 | 4 | 80 | 2 | 1 | 4 | 4 | 1 | 1 | 1 | 1 |
26 | No | Travel_Rarely | 625 | Human Resources | 45 | 2 | Technical Degree | 1 | 4,272 | 2 | Female | 116 | 4 | 2 | Human Resources | 2 | Married | 27,546 | 303,006 | 6 | Y | No | 7 | 4 | 3 | 80 | 2 | 39 | 4 | 3 | 1 | 1 | 1 | 1 |
51 | No | Travel_Rarely | 1,461 | Software | 2 | 3 | Life Sciences | 1 | 4,273 | 1 | Male | 50 | 2 | 1 | Developer | 3 | Married | 21,084 | 84,336 | 6 | Y | Yes | 32 | 2 | 4 | 80 | 3 | 34 | 4 | 4 | 11 | 7 | 3 | 8 |
42 | No | Travel_Frequently | 293 | Human Resources | 48 | 2 | Medical | 1 | 4,274 | 2 | Male | 190 | 4 | 5 | Human Resources | 3 | Married | 4,476 | 53,712 | 0 | Y | Yes | 37 | 2 | 1 | 80 | 3 | 24 | 3 | 4 | 13 | 10 | 13 | 12 |
42 | No | Travel_Rarely | 1,135 | Software | 11 | 5 | Technical Degree | 1 | 4,275 | 3 | Male | 34 | 4 | 5 | Manufacturing Director | 1 | Divorced | 50,820 | 101,640 | 6 | Y | Yes | 46 | 1 | 4 | 80 | 2 | 16 | 1 | 3 | 9 | 1 | 8 | 3 |
43 | No | Travel_Frequently | 126 | Support | 34 | 4 | Marketing | 1 | 4,276 | 2 | Male | 174 | 3 | 4 | Sales Representative | 4 | Single | 33,168 | 796,032 | 7 | Y | No | 2 | 1 | 4 | 80 | 4 | 30 | 1 | 3 | 8 | 6 | 8 | 4 |
33 | Yes | Travel_Frequently | 554 | Research & Development | 41 | 3 | Marketing | 1 | 4,277 | 4 | Male | 137 | 4 | 2 | Research Scientist | 4 | Single | 24,644 | 345,016 | 7 | Y | Yes | 9 | 3 | 2 | 80 | 1 | 19 | 6 | 1 | 4 | 3 | 4 | 3 |
35 | No | Non-Travel | 580 | Sales | 15 | 2 | Technical Degree | 1 | 4,278 | 1 | Male | 104 | 3 | 3 | Manager | 4 | Single | 25,067 | 125,335 | 4 | Y | Yes | 2 | 1 | 3 | 80 | 3 | 7 | 3 | 4 | 5 | 5 | 2 | 1 |
52 | No | Travel_Rarely | 260 | Software | 27 | 4 | Life Sciences | 1 | 4,279 | 2 | Male | 118 | 2 | 4 | Research Director | 4 | Divorced | 5,686 | 142,150 | 0 | Y | Yes | 27 | 3 | 1 | 80 | 1 | 17 | 5 | 4 | 12 | 11 | 11 | 8 |
19 | No | Travel_Frequently | 290 | Hardware | 47 | 1 | Technical Degree | 1 | 4,280 | 1 | Female | 49 | 4 | 5 | Developer | 4 | Divorced | 38,899 | 622,384 | 1 | Y | Yes | 31 | 2 | 4 | 80 | 2 | 15 | 3 | 1 | 9 | 8 | 3 | 7 |
48 | No | Non-Travel | 1,475 | Software | 30 | 5 | Medical | 1 | 4,281 | 4 | Female | 145 | 3 | 3 | Sales Executive | 2 | Married | 19,306 | 231,672 | 8 | Y | No | 7 | 1 | 2 | 80 | 4 | 23 | 3 | 1 | 22 | 19 | 4 | 22 |
27 | Yes | Travel_Rarely | 1,219 | Support | 40 | 2 | Human Resources | 1 | 4,282 | 1 | Female | 124 | 4 | 5 | Sales Executive | 1 | Single | 8,870 | 70,960 | 4 | Y | Yes | 7 | 1 | 1 | 80 | 1 | 28 | 6 | 1 | 14 | 4 | 1 | 6 |
33 | Yes | Non-Travel | 1,254 | Human Resources | 28 | 2 | Life Sciences | 1 | 4,283 | 1 | Male | 83 | 3 | 4 | Human Resources | 3 | Married | 28,079 | 280,790 | 7 | Y | No | 37 | 4 | 1 | 80 | 4 | 16 | 1 | 4 | 12 | 12 | 9 | 4 |
48 | No | Travel_Frequently | 735 | Sales | 5 | 4 | Life Sciences | 1 | 4,284 | 1 | Female | 35 | 2 | 5 | Research Scientist | 3 | Single | 8,213 | 164,260 | 4 | Y | Yes | 24 | 2 | 3 | 80 | 4 | 14 | 6 | 3 | 14 | 8 | 10 | 7 |
31 | Yes | Travel_Frequently | 1,116 | Human Resources | 40 | 4 | Technical Degree | 1 | 4,285 | 1 | Female | 103 | 3 | 1 | Laboratory Technician | 3 | Single | 36,646 | 806,212 | 6 | Y | Yes | 21 | 4 | 3 | 80 | 3 | 4 | 1 | 1 | 2 | 2 | 1 | 2 |
45 | No | Travel_Rarely | 1,367 | Support | 47 | 4 | Technical Degree | 1 | 4,286 | 2 | Male | 87 | 4 | 2 | Human Resources | 2 | Single | 27,781 | 722,306 | 3 | Y | No | 13 | 2 | 4 | 80 | 2 | 37 | 1 | 2 | 7 | 1 | 2 | 4 |
60 | No | Non-Travel | 197 | Software | 24 | 3 | Technical Degree | 1 | 4,287 | 1 | Female | 94 | 1 | 2 | Research Scientist | 2 | Single | 49,895 | 1,247,375 | 5 | Y | Yes | 48 | 4 | 3 | 80 | 2 | 36 | 3 | 2 | 15 | 8 | 3 | 9 |
51 | No | Travel_Frequently | 744 | Human Resources | 23 | 5 | Technical Degree | 1 | 4,288 | 3 | Male | 174 | 2 | 1 | Sales Representative | 2 | Married | 11,859 | 343,911 | 8 | Y | No | 48 | 3 | 3 | 80 | 2 | 36 | 1 | 1 | 29 | 6 | 24 | 2 |
46 | Yes | Non-Travel | 390 | Hardware | 32 | 1 | Human Resources | 1 | 4,289 | 3 | Female | 174 | 4 | 3 | Developer | 4 | Married | 20,398 | 305,970 | 6 | Y | Yes | 31 | 3 | 3 | 80 | 1 | 18 | 3 | 4 | 13 | 10 | 9 | 13 |
51 | No | Travel_Rarely | 184 | Support | 9 | 5 | Technical Degree | 1 | 4,290 | 4 | Male | 143 | 3 | 3 | Research Scientist | 4 | Married | 5,894 | 159,138 | 6 | Y | No | 9 | 3 | 1 | 80 | 2 | 36 | 6 | 4 | 25 | 7 | 11 | 11 |
27 | No | Non-Travel | 818 | Sales | 32 | 1 | Medical | 1 | 4,291 | 3 | Male | 31 | 3 | 1 | Research Scientist | 2 | Divorced | 33,544 | 771,512 | 5 | Y | No | 3 | 2 | 1 | 80 | 2 | 3 | 3 | 2 | 1 | 1 | 1 | 1 |
47 | No | Non-Travel | 726 | Hardware | 24 | 2 | Life Sciences | 1 | 4,292 | 3 | Female | 169 | 1 | 3 | Research Scientist | 3 | Married | 33,329 | 266,632 | 8 | Y | No | 4 | 1 | 2 | 80 | 3 | 17 | 4 | 2 | 1 | 1 | 1 | 1 |
35 | Yes | Travel_Rarely | 1,412 | Human Resources | 5 | 5 | Life Sciences | 1 | 4,293 | 2 | Female | 170 | 4 | 4 | Developer | 1 | Single | 41,300 | 247,800 | 5 | Y | Yes | 4 | 4 | 2 | 80 | 3 | 7 | 3 | 2 | 1 | 1 | 1 | 1 |
39 | No | Non-Travel | 571 | Support | 3 | 4 | Life Sciences | 1 | 4,294 | 4 | Male | 186 | 2 | 1 | Laboratory Technician | 1 | Single | 31,219 | 561,942 | 7 | Y | No | 10 | 3 | 3 | 80 | 4 | 32 | 5 | 3 | 21 | 21 | 2 | 11 |
32 | No | Non-Travel | 636 | Human Resources | 22 | 4 | Medical | 1 | 4,295 | 3 | Female | 138 | 3 | 5 | Developer | 1 | Married | 18,049 | 18,049 | 5 | Y | No | 0 | 2 | 1 | 80 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
34 | No | Travel_Rarely | 1,235 | Support | 30 | 4 | Life Sciences | 1 | 4,296 | 3 | Male | 190 | 3 | 1 | Manufacturing Director | 4 | Divorced | 36,831 | 773,451 | 3 | Y | No | 31 | 2 | 1 | 80 | 4 | 22 | 4 | 3 | 13 | 8 | 2 | 8 |
59 | No | Non-Travel | 820 | Human Resources | 48 | 1 | Marketing | 1 | 4,297 | 1 | Female | 140 | 1 | 2 | Manager | 1 | Married | 24,433 | 708,557 | 7 | Y | No | 8 | 2 | 1 | 80 | 1 | 4 | 2 | 1 | 3 | 2 | 2 | 1 |
53 | Yes | Travel_Rarely | 663 | Research & Development | 23 | 3 | Human Resources | 1 | 4,298 | 2 | Female | 164 | 2 | 4 | Research Director | 2 | Single | 29,901 | 687,723 | 7 | Y | Yes | 24 | 3 | 2 | 80 | 2 | 30 | 3 | 1 | 23 | 16 | 3 | 4 |
36 | No | Travel_Frequently | 1,267 | Research & Development | 33 | 5 | Human Resources | 1 | 4,299 | 2 | Female | 179 | 1 | 5 | Manufacturing Director | 3 | Divorced | 27,638 | 248,742 | 8 | Y | Yes | 39 | 1 | 3 | 80 | 4 | 16 | 5 | 1 | 2 | 1 | 1 | 1 |
59 | Yes | Travel_Frequently | 932 | Research & Development | 6 | 4 | Human Resources | 1 | 4,300 | 3 | Female | 192 | 1 | 1 | Manufacturing Director | 1 | Single | 47,750 | 1,002,750 | 2 | Y | No | 22 | 1 | 4 | 80 | 4 | 5 | 1 | 3 | 2 | 1 | 2 | 1 |
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