Age
int64 18
60
| Attrition
stringclasses 2
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
stringclasses 6
values | EmployeeCount
int64 1
1
| EmployeeNumber
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5k
| EnvironmentSatisfaction
int64 1
4
| Gender
stringclasses 2
values | HourlyRate
int64 30
200
| JobInvolvement
int64 1
4
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int64 1
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| JobRole
stringclasses 10
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
stringclasses 2
values | PercentSalaryHike
int64 0
49
| PerformanceRating
int64 1
4
| RelationshipSatisfaction
int64 1
4
| StandardHours
int64 80
80
| StockOptionLevel
int64 1
4
| TotalWorkingYears
int64 1
40
| TrainingTimesLastYear
int64 1
6
| WorkLifeBalance
int64 1
4
| YearsAtCompany
int64 1
40
| YearsInCurrentRole
int64 1
35
| YearsSinceLastPromotion
int64 1
39
| YearsWithCurrManager
int64 1
40
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
50 | Yes | Travel_Frequently | 857 | Hardware | 20 | 1 | Marketing | 1 | 801 | 1 | Male | 70 | 4 | 1 | Healthcare Representative | 2 | Single | 23,679 | 118,395 | 1 | Y | Yes | 30 | 1 | 2 | 80 | 2 | 21 | 6 | 2 | 1 | 1 | 1 | 1 |
60 | No | Non-Travel | 1,395 | Hardware | 27 | 5 | Other | 1 | 802 | 2 | Female | 168 | 2 | 5 | Laboratory Technician | 2 | Single | 50,419 | 1,310,894 | 8 | Y | No | 37 | 2 | 4 | 80 | 1 | 20 | 6 | 4 | 18 | 11 | 1 | 18 |
24 | Yes | Non-Travel | 878 | Software | 50 | 3 | Medical | 1 | 803 | 3 | Female | 65 | 3 | 4 | Laboratory Technician | 4 | Single | 13,392 | 281,232 | 6 | Y | No | 13 | 3 | 2 | 80 | 4 | 31 | 3 | 2 | 8 | 1 | 3 | 5 |
26 | No | Travel_Rarely | 1,023 | Support | 28 | 5 | Medical | 1 | 804 | 1 | Male | 61 | 1 | 2 | Sales Executive | 4 | Divorced | 16,296 | 472,584 | 7 | Y | Yes | 44 | 4 | 1 | 80 | 1 | 11 | 2 | 3 | 7 | 7 | 4 | 3 |
47 | Yes | Travel_Frequently | 220 | Research & Development | 44 | 5 | Life Sciences | 1 | 805 | 2 | Male | 158 | 4 | 4 | Developer | 1 | Divorced | 41,179 | 1,111,833 | 3 | Y | No | 21 | 3 | 2 | 80 | 1 | 28 | 3 | 1 | 17 | 8 | 8 | 7 |
43 | No | Travel_Frequently | 988 | Support | 38 | 1 | Marketing | 1 | 806 | 4 | Female | 138 | 4 | 5 | Sales Representative | 2 | Married | 11,838 | 35,514 | 1 | Y | No | 32 | 1 | 3 | 80 | 3 | 19 | 1 | 2 | 17 | 8 | 17 | 16 |
52 | Yes | Travel_Rarely | 1,488 | Support | 3 | 4 | Marketing | 1 | 807 | 1 | Male | 87 | 4 | 5 | Laboratory Technician | 1 | Single | 32,546 | 943,834 | 3 | Y | No | 10 | 2 | 4 | 80 | 3 | 39 | 3 | 1 | 12 | 5 | 6 | 9 |
38 | No | Travel_Rarely | 547 | Research & Development | 15 | 1 | Medical | 1 | 808 | 4 | Male | 194 | 2 | 3 | Developer | 3 | Married | 1,021 | 15,315 | 0 | Y | No | 18 | 4 | 3 | 80 | 1 | 15 | 2 | 4 | 3 | 2 | 1 | 1 |
54 | Yes | Travel_Rarely | 1,053 | Support | 29 | 5 | Other | 1 | 809 | 1 | Female | 129 | 2 | 5 | Developer | 2 | Divorced | 24,647 | 714,763 | 5 | Y | No | 46 | 4 | 4 | 80 | 1 | 9 | 5 | 1 | 1 | 1 | 1 | 1 |
21 | No | Non-Travel | 1,095 | Research & Development | 34 | 1 | Life Sciences | 1 | 810 | 3 | Female | 55 | 4 | 2 | Research Director | 1 | Divorced | 48,494 | 339,458 | 6 | Y | No | 39 | 4 | 1 | 80 | 2 | 8 | 4 | 2 | 8 | 3 | 5 | 1 |
47 | No | Travel_Rarely | 627 | Support | 45 | 4 | Other | 1 | 811 | 4 | Male | 64 | 4 | 3 | Sales Executive | 1 | Divorced | 8,448 | 219,648 | 1 | Y | No | 14 | 2 | 3 | 80 | 3 | 30 | 3 | 4 | 26 | 26 | 1 | 21 |
24 | No | Travel_Rarely | 1,160 | Support | 32 | 3 | Human Resources | 1 | 812 | 1 | Male | 142 | 1 | 3 | Manager | 2 | Married | 44,068 | 44,068 | 8 | Y | No | 30 | 1 | 3 | 80 | 4 | 18 | 5 | 2 | 18 | 3 | 11 | 18 |
25 | No | Non-Travel | 438 | Research & Development | 5 | 2 | Other | 1 | 813 | 1 | Male | 183 | 3 | 5 | Developer | 2 | Single | 13,275 | 305,325 | 6 | Y | No | 19 | 2 | 4 | 80 | 2 | 24 | 1 | 4 | 9 | 2 | 7 | 9 |
50 | Yes | Non-Travel | 1,045 | Research & Development | 45 | 5 | Technical Degree | 1 | 814 | 1 | Male | 124 | 2 | 4 | Research Director | 4 | Married | 4,743 | 142,290 | 6 | Y | Yes | 41 | 2 | 1 | 80 | 1 | 29 | 5 | 4 | 24 | 9 | 12 | 21 |
38 | Yes | Travel_Frequently | 1,093 | Support | 41 | 2 | Human Resources | 1 | 815 | 3 | Female | 121 | 3 | 2 | Laboratory Technician | 2 | Married | 7,174 | 129,132 | 5 | Y | Yes | 15 | 3 | 2 | 80 | 2 | 28 | 5 | 1 | 4 | 1 | 1 | 2 |
30 | Yes | Travel_Frequently | 603 | Research & Development | 47 | 3 | Marketing | 1 | 816 | 4 | Male | 43 | 2 | 4 | Manufacturing Director | 4 | Divorced | 46,459 | 603,967 | 7 | Y | Yes | 0 | 2 | 4 | 80 | 3 | 7 | 1 | 2 | 1 | 1 | 1 | 1 |
32 | Yes | Travel_Frequently | 970 | Research & Development | 25 | 5 | Marketing | 1 | 817 | 2 | Female | 193 | 2 | 5 | Developer | 1 | Single | 49,040 | 588,480 | 1 | Y | Yes | 26 | 4 | 1 | 80 | 1 | 21 | 2 | 4 | 4 | 2 | 1 | 3 |
42 | Yes | Travel_Frequently | 603 | Hardware | 37 | 5 | Technical Degree | 1 | 818 | 4 | Male | 110 | 4 | 5 | Developer | 3 | Married | 30,264 | 786,864 | 5 | Y | Yes | 49 | 3 | 1 | 80 | 2 | 20 | 3 | 2 | 2 | 1 | 1 | 1 |
58 | No | Non-Travel | 107 | Software | 18 | 5 | Marketing | 1 | 819 | 4 | Female | 69 | 2 | 4 | Sales Representative | 3 | Single | 40,938 | 818,760 | 8 | Y | Yes | 38 | 4 | 1 | 80 | 3 | 15 | 6 | 4 | 13 | 3 | 2 | 9 |
48 | Yes | Non-Travel | 290 | Support | 8 | 1 | Marketing | 1 | 820 | 4 | Male | 52 | 4 | 4 | Laboratory Technician | 3 | Married | 50,085 | 150,255 | 7 | Y | No | 8 | 4 | 3 | 80 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 |
60 | No | Non-Travel | 928 | Support | 4 | 2 | Technical Degree | 1 | 821 | 4 | Male | 79 | 1 | 4 | Human Resources | 1 | Single | 41,548 | 41,548 | 5 | Y | No | 33 | 1 | 1 | 80 | 2 | 29 | 3 | 2 | 13 | 3 | 7 | 5 |
23 | Yes | Travel_Rarely | 916 | Support | 25 | 1 | Life Sciences | 1 | 822 | 2 | Male | 125 | 4 | 1 | Developer | 4 | Divorced | 41,779 | 376,011 | 5 | Y | Yes | 4 | 1 | 4 | 80 | 1 | 5 | 3 | 1 | 2 | 1 | 2 | 2 |
56 | No | Travel_Frequently | 676 | Software | 10 | 2 | Human Resources | 1 | 823 | 4 | Female | 51 | 2 | 3 | Research Scientist | 1 | Single | 14,193 | 397,404 | 7 | Y | Yes | 33 | 1 | 1 | 80 | 2 | 21 | 6 | 2 | 9 | 6 | 7 | 5 |
34 | No | Non-Travel | 111 | Sales | 23 | 1 | Marketing | 1 | 824 | 1 | Male | 117 | 1 | 1 | Human Resources | 2 | Divorced | 5,676 | 164,604 | 3 | Y | Yes | 1 | 3 | 2 | 80 | 4 | 9 | 6 | 3 | 4 | 1 | 2 | 3 |
37 | Yes | Travel_Frequently | 205 | Sales | 28 | 5 | Life Sciences | 1 | 825 | 4 | Female | 48 | 1 | 1 | Human Resources | 2 | Married | 45,371 | 45,371 | 5 | Y | Yes | 48 | 2 | 2 | 80 | 3 | 39 | 2 | 1 | 21 | 6 | 14 | 10 |
34 | Yes | Travel_Rarely | 198 | Research & Development | 27 | 1 | Other | 1 | 826 | 3 | Female | 94 | 1 | 5 | Sales Executive | 4 | Single | 47,268 | 330,876 | 7 | Y | No | 41 | 2 | 2 | 80 | 1 | 10 | 2 | 1 | 3 | 2 | 1 | 3 |
33 | Yes | Travel_Frequently | 889 | Sales | 23 | 2 | Other | 1 | 827 | 3 | Male | 36 | 4 | 4 | Human Resources | 4 | Married | 32,223 | 322,230 | 0 | Y | Yes | 15 | 4 | 2 | 80 | 2 | 34 | 5 | 1 | 5 | 4 | 3 | 2 |
58 | Yes | Travel_Rarely | 606 | Sales | 10 | 4 | Life Sciences | 1 | 828 | 4 | Male | 153 | 3 | 5 | Sales Representative | 4 | Married | 3,267 | 55,539 | 1 | Y | No | 9 | 3 | 1 | 80 | 1 | 33 | 6 | 3 | 8 | 8 | 3 | 2 |
34 | No | Travel_Rarely | 990 | Human Resources | 17 | 1 | Human Resources | 1 | 829 | 1 | Female | 198 | 2 | 1 | Healthcare Representative | 3 | Single | 49,899 | 1,097,778 | 2 | Y | No | 0 | 2 | 3 | 80 | 2 | 16 | 5 | 2 | 7 | 2 | 3 | 5 |
30 | No | Travel_Frequently | 979 | Human Resources | 49 | 2 | Other | 1 | 830 | 1 | Male | 112 | 2 | 4 | Healthcare Representative | 1 | Married | 32,689 | 947,981 | 7 | Y | No | 9 | 4 | 2 | 80 | 4 | 37 | 1 | 3 | 20 | 20 | 9 | 17 |
60 | No | Travel_Frequently | 373 | Human Resources | 5 | 3 | Marketing | 1 | 831 | 3 | Female | 45 | 4 | 3 | Manufacturing Director | 1 | Divorced | 22,233 | 244,563 | 3 | Y | No | 25 | 3 | 4 | 80 | 2 | 34 | 2 | 1 | 7 | 6 | 4 | 4 |
45 | Yes | Non-Travel | 1,273 | Hardware | 1 | 5 | Medical | 1 | 832 | 1 | Male | 78 | 4 | 2 | Laboratory Technician | 4 | Divorced | 15,171 | 212,394 | 2 | Y | Yes | 27 | 2 | 2 | 80 | 2 | 39 | 3 | 1 | 18 | 13 | 1 | 8 |
54 | No | Non-Travel | 387 | Hardware | 12 | 2 | Technical Degree | 1 | 833 | 1 | Female | 165 | 1 | 2 | Manager | 1 | Married | 31,680 | 253,440 | 1 | Y | No | 24 | 3 | 3 | 80 | 2 | 3 | 6 | 1 | 1 | 1 | 1 | 1 |
48 | Yes | Travel_Rarely | 885 | Software | 24 | 2 | Marketing | 1 | 834 | 4 | Female | 167 | 1 | 1 | Manufacturing Director | 2 | Single | 11,200 | 33,600 | 4 | Y | Yes | 12 | 4 | 2 | 80 | 3 | 39 | 6 | 4 | 11 | 11 | 4 | 2 |
47 | Yes | Non-Travel | 1,499 | Software | 37 | 4 | Human Resources | 1 | 835 | 1 | Female | 71 | 3 | 1 | Laboratory Technician | 4 | Divorced | 16,948 | 135,584 | 5 | Y | No | 1 | 1 | 2 | 80 | 4 | 2 | 5 | 3 | 1 | 1 | 1 | 1 |
36 | Yes | Travel_Frequently | 642 | Software | 18 | 1 | Technical Degree | 1 | 836 | 3 | Female | 71 | 3 | 4 | Healthcare Representative | 4 | Divorced | 1,443 | 1,443 | 2 | Y | No | 7 | 3 | 3 | 80 | 1 | 27 | 3 | 1 | 12 | 8 | 12 | 12 |
49 | No | Non-Travel | 206 | Sales | 11 | 5 | Technical Degree | 1 | 837 | 1 | Female | 172 | 3 | 2 | Research Director | 4 | Married | 19,263 | 327,471 | 2 | Y | No | 23 | 1 | 2 | 80 | 3 | 27 | 5 | 4 | 5 | 5 | 3 | 5 |
51 | Yes | Travel_Frequently | 587 | Support | 10 | 2 | Human Resources | 1 | 838 | 1 | Male | 70 | 3 | 3 | Developer | 4 | Divorced | 34,871 | 34,871 | 5 | Y | Yes | 5 | 3 | 2 | 80 | 1 | 33 | 1 | 3 | 21 | 16 | 10 | 3 |
45 | Yes | Non-Travel | 1,129 | Software | 29 | 2 | Marketing | 1 | 839 | 1 | Female | 42 | 3 | 5 | Manufacturing Director | 3 | Married | 50,703 | 304,218 | 7 | Y | Yes | 12 | 1 | 2 | 80 | 1 | 20 | 4 | 1 | 13 | 10 | 1 | 8 |
30 | Yes | Non-Travel | 885 | Research & Development | 1 | 3 | Human Resources | 1 | 840 | 1 | Male | 179 | 3 | 1 | Manufacturing Director | 4 | Single | 27,850 | 167,100 | 0 | Y | No | 15 | 2 | 1 | 80 | 2 | 24 | 1 | 4 | 24 | 15 | 10 | 13 |
21 | No | Non-Travel | 279 | Hardware | 29 | 3 | Other | 1 | 841 | 1 | Male | 80 | 3 | 5 | Sales Executive | 3 | Single | 20,542 | 534,092 | 0 | Y | Yes | 23 | 3 | 2 | 80 | 3 | 27 | 6 | 3 | 5 | 3 | 1 | 2 |
33 | No | Travel_Frequently | 888 | Human Resources | 10 | 5 | Other | 1 | 842 | 2 | Female | 118 | 2 | 5 | Research Director | 3 | Married | 18,909 | 113,454 | 1 | Y | Yes | 7 | 1 | 2 | 80 | 1 | 16 | 6 | 4 | 8 | 6 | 6 | 5 |
34 | Yes | Travel_Frequently | 924 | Hardware | 35 | 1 | Medical | 1 | 843 | 2 | Male | 177 | 1 | 2 | Human Resources | 4 | Single | 18,037 | 342,703 | 7 | Y | Yes | 3 | 2 | 3 | 80 | 1 | 9 | 5 | 2 | 8 | 2 | 5 | 4 |
55 | Yes | Travel_Rarely | 182 | Support | 11 | 5 | Life Sciences | 1 | 844 | 2 | Male | 149 | 4 | 4 | Research Director | 2 | Married | 46,344 | 1,204,944 | 4 | Y | No | 44 | 3 | 1 | 80 | 4 | 4 | 1 | 2 | 1 | 1 | 1 | 1 |
22 | No | Non-Travel | 546 | Sales | 17 | 2 | Other | 1 | 845 | 2 | Male | 186 | 1 | 3 | Manager | 2 | Married | 12,601 | 88,207 | 0 | Y | No | 5 | 4 | 2 | 80 | 3 | 24 | 3 | 3 | 11 | 10 | 2 | 6 |
46 | No | Travel_Rarely | 162 | Support | 44 | 2 | Medical | 1 | 846 | 3 | Female | 82 | 2 | 5 | Human Resources | 1 | Divorced | 28,376 | 141,880 | 2 | Y | Yes | 26 | 3 | 4 | 80 | 1 | 18 | 6 | 3 | 12 | 12 | 12 | 2 |
30 | No | Non-Travel | 1,198 | Hardware | 22 | 5 | Human Resources | 1 | 847 | 2 | Male | 174 | 3 | 1 | Sales Representative | 2 | Single | 44,791 | 313,537 | 1 | Y | No | 5 | 3 | 3 | 80 | 4 | 16 | 6 | 3 | 3 | 3 | 2 | 1 |
33 | No | Non-Travel | 841 | Human Resources | 32 | 3 | Marketing | 1 | 848 | 4 | Female | 150 | 4 | 4 | Human Resources | 1 | Married | 38,025 | 76,050 | 5 | Y | Yes | 2 | 2 | 3 | 80 | 2 | 27 | 5 | 1 | 14 | 10 | 9 | 1 |
20 | Yes | Travel_Rarely | 679 | Research & Development | 36 | 3 | Technical Degree | 1 | 849 | 2 | Female | 185 | 2 | 4 | Research Director | 1 | Married | 44,059 | 528,708 | 0 | Y | No | 44 | 2 | 4 | 80 | 4 | 21 | 5 | 1 | 21 | 7 | 12 | 1 |
33 | No | Non-Travel | 552 | Support | 44 | 4 | Life Sciences | 1 | 850 | 2 | Female | 132 | 4 | 3 | Manufacturing Director | 1 | Divorced | 27,404 | 465,868 | 8 | Y | Yes | 44 | 2 | 2 | 80 | 3 | 39 | 2 | 1 | 4 | 2 | 4 | 3 |
27 | Yes | Travel_Rarely | 714 | Human Resources | 13 | 1 | Technical Degree | 1 | 851 | 4 | Male | 167 | 1 | 1 | Sales Representative | 2 | Divorced | 21,697 | 477,334 | 0 | Y | Yes | 4 | 4 | 3 | 80 | 3 | 12 | 3 | 1 | 5 | 1 | 1 | 4 |
41 | Yes | Non-Travel | 957 | Hardware | 47 | 3 | Life Sciences | 1 | 852 | 1 | Female | 169 | 1 | 5 | Manager | 1 | Divorced | 18,612 | 446,688 | 4 | Y | No | 0 | 2 | 3 | 80 | 3 | 23 | 4 | 4 | 14 | 2 | 5 | 1 |
46 | Yes | Travel_Rarely | 1,462 | Research & Development | 9 | 3 | Marketing | 1 | 853 | 3 | Male | 49 | 3 | 2 | Developer | 2 | Divorced | 49,910 | 1,497,300 | 1 | Y | No | 13 | 1 | 2 | 80 | 2 | 38 | 2 | 4 | 8 | 4 | 3 | 1 |
53 | No | Travel_Frequently | 500 | Sales | 5 | 5 | Human Resources | 1 | 854 | 3 | Female | 75 | 4 | 5 | Healthcare Representative | 4 | Divorced | 40,916 | 327,328 | 8 | Y | No | 17 | 4 | 1 | 80 | 1 | 37 | 5 | 4 | 28 | 10 | 26 | 4 |
36 | No | Non-Travel | 1,045 | Hardware | 32 | 4 | Marketing | 1 | 855 | 4 | Female | 170 | 2 | 2 | Sales Representative | 1 | Divorced | 50,471 | 302,826 | 6 | Y | No | 27 | 2 | 4 | 80 | 1 | 37 | 4 | 3 | 7 | 1 | 7 | 5 |
27 | No | Travel_Rarely | 432 | Research & Development | 17 | 2 | Marketing | 1 | 856 | 4 | Female | 142 | 2 | 1 | Sales Representative | 1 | Divorced | 6,413 | 166,738 | 8 | Y | Yes | 8 | 4 | 1 | 80 | 3 | 24 | 1 | 1 | 1 | 1 | 1 | 1 |
43 | No | Travel_Rarely | 918 | Human Resources | 18 | 4 | Medical | 1 | 857 | 1 | Female | 105 | 3 | 1 | Healthcare Representative | 4 | Divorced | 28,870 | 692,880 | 0 | Y | Yes | 46 | 4 | 4 | 80 | 2 | 31 | 4 | 1 | 4 | 3 | 1 | 3 |
39 | Yes | Travel_Frequently | 247 | Support | 47 | 2 | Marketing | 1 | 858 | 3 | Female | 195 | 3 | 5 | Human Resources | 4 | Married | 28,847 | 144,235 | 4 | Y | Yes | 37 | 2 | 1 | 80 | 3 | 13 | 4 | 3 | 13 | 5 | 4 | 5 |
49 | No | Travel_Rarely | 1,473 | Hardware | 17 | 5 | Medical | 1 | 859 | 3 | Female | 92 | 1 | 4 | Developer | 3 | Divorced | 2,414 | 41,038 | 7 | Y | Yes | 37 | 4 | 4 | 80 | 1 | 20 | 5 | 3 | 7 | 5 | 4 | 7 |
52 | No | Travel_Frequently | 342 | Software | 31 | 4 | Life Sciences | 1 | 860 | 4 | Male | 118 | 1 | 2 | Healthcare Representative | 2 | Single | 2,791 | 16,746 | 4 | Y | Yes | 25 | 3 | 2 | 80 | 4 | 10 | 3 | 4 | 1 | 1 | 1 | 1 |
28 | No | Travel_Rarely | 590 | Support | 29 | 4 | Life Sciences | 1 | 861 | 3 | Male | 122 | 1 | 5 | Developer | 3 | Divorced | 33,216 | 298,944 | 8 | Y | No | 13 | 2 | 3 | 80 | 3 | 26 | 4 | 2 | 8 | 6 | 2 | 3 |
49 | Yes | Travel_Frequently | 667 | Support | 44 | 2 | Medical | 1 | 862 | 2 | Male | 71 | 4 | 1 | Laboratory Technician | 1 | Divorced | 22,857 | 525,711 | 6 | Y | Yes | 7 | 4 | 2 | 80 | 4 | 12 | 6 | 3 | 12 | 8 | 1 | 8 |
60 | Yes | Non-Travel | 1,243 | Sales | 45 | 2 | Medical | 1 | 863 | 3 | Female | 126 | 3 | 5 | Research Director | 4 | Married | 39,496 | 394,960 | 4 | Y | No | 41 | 4 | 1 | 80 | 2 | 21 | 4 | 3 | 11 | 9 | 5 | 8 |
21 | Yes | Non-Travel | 1,248 | Hardware | 15 | 3 | Technical Degree | 1 | 864 | 1 | Female | 129 | 4 | 3 | Manager | 3 | Divorced | 35,137 | 1,054,110 | 3 | Y | No | 5 | 2 | 4 | 80 | 2 | 3 | 6 | 3 | 1 | 1 | 1 | 1 |
55 | No | Travel_Frequently | 964 | Human Resources | 15 | 1 | Medical | 1 | 865 | 3 | Male | 153 | 2 | 2 | Manufacturing Director | 1 | Married | 21,139 | 465,058 | 1 | Y | No | 17 | 3 | 1 | 80 | 2 | 18 | 3 | 4 | 16 | 15 | 16 | 3 |
49 | No | Non-Travel | 1,063 | Software | 17 | 1 | Technical Degree | 1 | 866 | 2 | Male | 179 | 4 | 2 | Research Scientist | 1 | Married | 25,557 | 306,684 | 2 | Y | Yes | 26 | 2 | 3 | 80 | 1 | 32 | 3 | 1 | 27 | 16 | 11 | 20 |
47 | No | Non-Travel | 767 | Support | 15 | 3 | Medical | 1 | 867 | 2 | Male | 157 | 2 | 2 | Healthcare Representative | 4 | Married | 47,957 | 623,441 | 8 | Y | Yes | 12 | 3 | 3 | 80 | 1 | 33 | 6 | 3 | 32 | 26 | 19 | 26 |
41 | No | Travel_Rarely | 463 | Research & Development | 48 | 1 | Human Resources | 1 | 868 | 2 | Male | 102 | 1 | 3 | Laboratory Technician | 4 | Divorced | 12,334 | 283,682 | 6 | Y | No | 6 | 2 | 4 | 80 | 4 | 12 | 1 | 1 | 3 | 1 | 1 | 3 |
52 | Yes | Travel_Rarely | 1,452 | Human Resources | 7 | 1 | Medical | 1 | 869 | 2 | Male | 48 | 4 | 2 | Developer | 3 | Married | 21,577 | 21,577 | 0 | Y | Yes | 39 | 4 | 1 | 80 | 4 | 8 | 5 | 2 | 7 | 7 | 5 | 4 |
50 | Yes | Travel_Rarely | 102 | Human Resources | 31 | 4 | Medical | 1 | 870 | 1 | Female | 111 | 3 | 2 | Developer | 2 | Divorced | 22,222 | 222,220 | 0 | Y | No | 37 | 4 | 3 | 80 | 1 | 3 | 3 | 3 | 2 | 2 | 1 | 2 |
58 | Yes | Travel_Frequently | 375 | Hardware | 3 | 3 | Human Resources | 1 | 871 | 1 | Male | 74 | 1 | 3 | Research Scientist | 2 | Divorced | 34,399 | 756,778 | 4 | Y | No | 22 | 2 | 1 | 80 | 2 | 4 | 5 | 3 | 4 | 1 | 3 | 1 |
38 | No | Travel_Frequently | 872 | Research & Development | 50 | 3 | Other | 1 | 872 | 2 | Male | 157 | 2 | 5 | Manufacturing Director | 1 | Divorced | 42,729 | 1,110,954 | 3 | Y | No | 43 | 4 | 3 | 80 | 4 | 26 | 4 | 1 | 12 | 5 | 5 | 5 |
18 | No | Non-Travel | 717 | Sales | 44 | 2 | Other | 1 | 873 | 2 | Female | 45 | 4 | 2 | Manager | 1 | Married | 11,566 | 104,094 | 0 | Y | Yes | 5 | 1 | 3 | 80 | 1 | 39 | 5 | 2 | 10 | 9 | 7 | 2 |
47 | Yes | Non-Travel | 1,312 | Human Resources | 13 | 1 | Human Resources | 1 | 874 | 3 | Male | 95 | 3 | 3 | Human Resources | 3 | Divorced | 5,011 | 70,154 | 8 | Y | No | 45 | 2 | 4 | 80 | 2 | 37 | 3 | 4 | 35 | 33 | 25 | 12 |
45 | Yes | Travel_Frequently | 821 | Research & Development | 21 | 4 | Medical | 1 | 875 | 4 | Female | 116 | 3 | 2 | Research Director | 4 | Married | 34,377 | 240,639 | 1 | Y | No | 39 | 4 | 3 | 80 | 2 | 21 | 6 | 4 | 15 | 11 | 1 | 1 |
51 | Yes | Travel_Frequently | 490 | Hardware | 29 | 2 | Marketing | 1 | 876 | 4 | Male | 91 | 2 | 1 | Developer | 3 | Single | 14,600 | 438,000 | 4 | Y | No | 2 | 3 | 2 | 80 | 3 | 20 | 2 | 3 | 9 | 8 | 3 | 5 |
58 | Yes | Non-Travel | 152 | Research & Development | 42 | 4 | Other | 1 | 877 | 3 | Female | 195 | 3 | 1 | Developer | 1 | Single | 6,081 | 54,729 | 7 | Y | Yes | 17 | 1 | 1 | 80 | 1 | 13 | 6 | 3 | 8 | 1 | 7 | 1 |
47 | Yes | Travel_Frequently | 716 | Hardware | 29 | 1 | Other | 1 | 878 | 1 | Female | 158 | 3 | 4 | Research Scientist | 4 | Married | 9,688 | 48,440 | 7 | Y | Yes | 32 | 3 | 2 | 80 | 4 | 29 | 4 | 4 | 5 | 1 | 3 | 5 |
52 | No | Non-Travel | 1,334 | Human Resources | 38 | 4 | Human Resources | 1 | 879 | 4 | Male | 72 | 3 | 2 | Laboratory Technician | 1 | Married | 33,496 | 33,496 | 2 | Y | Yes | 33 | 3 | 1 | 80 | 4 | 26 | 5 | 2 | 15 | 14 | 4 | 7 |
49 | No | Travel_Rarely | 586 | Sales | 35 | 5 | Other | 1 | 880 | 2 | Male | 100 | 2 | 1 | Developer | 4 | Married | 39,125 | 430,375 | 5 | Y | No | 27 | 1 | 3 | 80 | 4 | 8 | 5 | 2 | 4 | 4 | 3 | 3 |
39 | No | Travel_Frequently | 712 | Support | 27 | 3 | Medical | 1 | 881 | 2 | Male | 184 | 3 | 3 | Research Scientist | 4 | Single | 10,380 | 124,560 | 1 | Y | No | 38 | 2 | 3 | 80 | 3 | 27 | 2 | 1 | 5 | 5 | 5 | 4 |
27 | No | Travel_Rarely | 1,429 | Hardware | 24 | 3 | Other | 1 | 882 | 1 | Female | 185 | 3 | 1 | Healthcare Representative | 1 | Single | 14,839 | 29,678 | 1 | Y | No | 2 | 4 | 4 | 80 | 2 | 40 | 4 | 3 | 23 | 4 | 7 | 8 |
35 | No | Non-Travel | 821 | Human Resources | 23 | 5 | Other | 1 | 883 | 3 | Male | 53 | 3 | 1 | Research Director | 4 | Married | 1,003 | 4,012 | 3 | Y | No | 3 | 1 | 3 | 80 | 1 | 24 | 1 | 2 | 13 | 11 | 6 | 6 |
22 | Yes | Travel_Rarely | 141 | Software | 35 | 2 | Human Resources | 1 | 884 | 1 | Male | 177 | 3 | 5 | Human Resources | 3 | Single | 5,852 | 99,484 | 0 | Y | No | 9 | 2 | 4 | 80 | 1 | 28 | 3 | 3 | 1 | 1 | 1 | 1 |
35 | No | Non-Travel | 1,483 | Software | 24 | 3 | Technical Degree | 1 | 885 | 3 | Male | 39 | 4 | 3 | Manager | 3 | Married | 34,848 | 696,960 | 8 | Y | No | 46 | 1 | 2 | 80 | 3 | 13 | 5 | 1 | 11 | 9 | 2 | 2 |
30 | Yes | Non-Travel | 591 | Human Resources | 23 | 4 | Other | 1 | 886 | 2 | Female | 194 | 1 | 1 | Human Resources | 2 | Divorced | 3,591 | 71,820 | 2 | Y | Yes | 26 | 1 | 1 | 80 | 4 | 6 | 6 | 3 | 2 | 2 | 2 | 2 |
22 | Yes | Non-Travel | 821 | Support | 39 | 3 | Human Resources | 1 | 887 | 4 | Female | 118 | 3 | 4 | Research Scientist | 2 | Married | 35,883 | 825,309 | 8 | Y | Yes | 2 | 1 | 1 | 80 | 2 | 23 | 5 | 4 | 13 | 8 | 13 | 5 |
41 | Yes | Travel_Rarely | 469 | Research & Development | 44 | 4 | Other | 1 | 888 | 1 | Female | 74 | 3 | 3 | Sales Executive | 2 | Married | 50,668 | 608,016 | 7 | Y | Yes | 41 | 4 | 4 | 80 | 4 | 17 | 6 | 2 | 14 | 5 | 10 | 8 |
48 | Yes | Travel_Frequently | 1,420 | Research & Development | 16 | 1 | Marketing | 1 | 889 | 2 | Male | 35 | 3 | 5 | Developer | 1 | Married | 22,341 | 134,046 | 6 | Y | Yes | 1 | 2 | 2 | 80 | 2 | 10 | 1 | 3 | 2 | 1 | 1 | 1 |
57 | No | Non-Travel | 468 | Hardware | 47 | 5 | Life Sciences | 1 | 890 | 4 | Female | 144 | 4 | 1 | Manufacturing Director | 1 | Single | 37,830 | 794,430 | 6 | Y | Yes | 4 | 3 | 1 | 80 | 2 | 17 | 1 | 1 | 7 | 5 | 5 | 6 |
42 | No | Travel_Frequently | 409 | Support | 7 | 1 | Medical | 1 | 891 | 3 | Female | 112 | 2 | 1 | Sales Representative | 4 | Single | 25,449 | 712,572 | 5 | Y | Yes | 40 | 2 | 1 | 80 | 2 | 15 | 2 | 2 | 12 | 10 | 11 | 12 |
26 | Yes | Travel_Rarely | 380 | Sales | 25 | 4 | Medical | 1 | 892 | 4 | Male | 143 | 2 | 2 | Healthcare Representative | 2 | Married | 36,263 | 36,263 | 4 | Y | No | 40 | 4 | 1 | 80 | 3 | 13 | 2 | 2 | 13 | 8 | 12 | 2 |
43 | No | Travel_Frequently | 1,417 | Sales | 9 | 2 | Life Sciences | 1 | 893 | 1 | Female | 124 | 4 | 2 | Developer | 3 | Divorced | 38,030 | 912,720 | 8 | Y | No | 19 | 4 | 2 | 80 | 2 | 26 | 3 | 1 | 15 | 14 | 11 | 13 |
53 | Yes | Non-Travel | 282 | Support | 40 | 2 | Medical | 1 | 894 | 3 | Male | 124 | 1 | 5 | Research Scientist | 2 | Divorced | 44,922 | 1,257,816 | 6 | Y | No | 40 | 4 | 3 | 80 | 3 | 8 | 3 | 3 | 6 | 1 | 6 | 2 |
54 | No | Travel_Rarely | 1,248 | Software | 31 | 4 | Medical | 1 | 895 | 1 | Male | 59 | 1 | 2 | Research Scientist | 4 | Divorced | 16,439 | 476,731 | 7 | Y | No | 42 | 3 | 4 | 80 | 2 | 17 | 4 | 3 | 6 | 1 | 4 | 4 |
37 | No | Travel_Rarely | 1,497 | Research & Development | 41 | 3 | Human Resources | 1 | 896 | 4 | Male | 190 | 1 | 1 | Research Director | 1 | Married | 45,106 | 541,272 | 2 | Y | Yes | 23 | 1 | 1 | 80 | 2 | 13 | 3 | 3 | 8 | 4 | 7 | 5 |
35 | Yes | Non-Travel | 1,143 | Human Resources | 15 | 2 | Other | 1 | 897 | 1 | Male | 92 | 3 | 1 | Healthcare Representative | 4 | Single | 21,743 | 500,089 | 7 | Y | No | 13 | 4 | 2 | 80 | 2 | 12 | 6 | 2 | 11 | 6 | 5 | 10 |
40 | No | Non-Travel | 1,009 | Hardware | 10 | 1 | Medical | 1 | 898 | 1 | Female | 69 | 1 | 4 | Human Resources | 3 | Divorced | 16,929 | 152,361 | 3 | Y | Yes | 28 | 3 | 1 | 80 | 4 | 16 | 4 | 1 | 3 | 2 | 1 | 3 |
60 | Yes | Travel_Rarely | 389 | Software | 32 | 2 | Other | 1 | 899 | 2 | Male | 81 | 2 | 3 | Research Director | 2 | Divorced | 48,608 | 1,020,768 | 3 | Y | No | 15 | 3 | 2 | 80 | 3 | 36 | 3 | 4 | 9 | 5 | 6 | 6 |
28 | No | Non-Travel | 1,319 | Support | 35 | 1 | Human Resources | 1 | 900 | 3 | Male | 64 | 4 | 2 | Sales Representative | 1 | Married | 34,908 | 69,816 | 8 | Y | Yes | 2 | 3 | 1 | 80 | 2 | 34 | 3 | 1 | 13 | 7 | 1 | 13 |
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