Age
int64 18
60
| Attrition
stringclasses 2
values | BusinessTravel
stringclasses 3
values | DailyRate
int64 102
1.5k
| Department
stringclasses 3
values | DistanceFromHome
int64 1
29
| Education
int64 1
5
| EducationField
stringclasses 6
values | EmployeeCount
int64 1
1
| EmployeeNumber
int64 1
2.07k
| EnvironmentSatisfaction
int64 1
4
| Gender
stringclasses 2
values | HourlyRate
int64 30
100
| JobInvolvement
int64 1
4
| JobLevel
int64 1
5
| JobRole
stringclasses 9
values | JobSatisfaction
int64 1
4
| MaritalStatus
stringclasses 3
values | MonthlyIncome
int64 1.01k
20k
| MonthlyRate
int64 2.09k
27k
| NumCompaniesWorked
int64 0
9
| Over18
stringclasses 1
value | OverTime
stringclasses 2
values | PercentSalaryHike
int64 11
25
| PerformanceRating
int64 3
4
| RelationshipSatisfaction
int64 1
4
| StandardHours
int64 80
80
| StockOptionLevel
int64 0
3
| TotalWorkingYears
int64 0
40
| TrainingTimesLastYear
int64 0
6
| WorkLifeBalance
int64 1
4
| YearsAtCompany
int64 0
40
| YearsInCurrentRole
int64 0
18
| YearsSinceLastPromotion
int64 0
15
| YearsWithCurrManager
int64 0
17
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
37 | Yes | Travel_Rarely | 807 | Human Resources | 6 | 4 | Human Resources | 1 | 133 | 3 | Male | 63 | 3 | 1 | Human Resources | 1 | Divorced | 2,073 | 23,648 | 4 | Y | Yes | 22 | 4 | 4 | 80 | 0 | 7 | 3 | 3 | 3 | 2 | 0 | 2 |
32 | No | Travel_Rarely | 827 | Research & Development | 1 | 1 | Life Sciences | 1 | 134 | 4 | Male | 71 | 3 | 1 | Research Scientist | 1 | Single | 2,956 | 15,178 | 1 | Y | No | 13 | 3 | 4 | 80 | 0 | 1 | 2 | 3 | 1 | 0 | 0 | 0 |
20 | Yes | Travel_Frequently | 871 | Research & Development | 6 | 3 | Life Sciences | 1 | 137 | 4 | Female | 66 | 2 | 1 | Laboratory Technician | 4 | Single | 2,926 | 19,783 | 1 | Y | Yes | 18 | 3 | 2 | 80 | 0 | 1 | 5 | 3 | 1 | 0 | 1 | 0 |
34 | No | Travel_Rarely | 665 | Research & Development | 6 | 4 | Other | 1 | 138 | 1 | Female | 41 | 3 | 2 | Research Scientist | 3 | Single | 4,809 | 12,482 | 1 | Y | No | 14 | 3 | 3 | 80 | 0 | 16 | 3 | 3 | 16 | 13 | 2 | 10 |
37 | No | Non-Travel | 1,040 | Research & Development | 2 | 2 | Life Sciences | 1 | 139 | 3 | Male | 100 | 2 | 2 | Healthcare Representative | 4 | Divorced | 5,163 | 15,850 | 5 | Y | No | 14 | 3 | 4 | 80 | 1 | 17 | 2 | 4 | 1 | 0 | 0 | 0 |
59 | No | Non-Travel | 1,420 | Human Resources | 2 | 4 | Human Resources | 1 | 140 | 3 | Female | 32 | 2 | 5 | Manager | 4 | Married | 18,844 | 21,922 | 9 | Y | No | 21 | 4 | 4 | 80 | 1 | 30 | 3 | 3 | 3 | 2 | 2 | 2 |
50 | No | Travel_Frequently | 1,115 | Research & Development | 1 | 3 | Life Sciences | 1 | 141 | 1 | Female | 73 | 3 | 5 | Research Director | 2 | Married | 18,172 | 9,755 | 3 | Y | Yes | 19 | 3 | 1 | 80 | 0 | 28 | 1 | 2 | 8 | 3 | 0 | 7 |
25 | Yes | Travel_Rarely | 240 | Sales | 5 | 3 | Marketing | 1 | 142 | 3 | Male | 46 | 2 | 2 | Sales Executive | 3 | Single | 5,744 | 26,959 | 1 | Y | Yes | 11 | 3 | 4 | 80 | 0 | 6 | 1 | 3 | 6 | 4 | 0 | 3 |
25 | No | Travel_Rarely | 1,280 | Research & Development | 7 | 1 | Medical | 1 | 143 | 4 | Male | 64 | 2 | 1 | Research Scientist | 4 | Married | 2,889 | 26,897 | 1 | Y | No | 11 | 3 | 3 | 80 | 2 | 2 | 2 | 3 | 2 | 2 | 2 | 1 |
22 | No | Travel_Rarely | 534 | Research & Development | 15 | 3 | Medical | 1 | 144 | 2 | Female | 59 | 3 | 1 | Laboratory Technician | 4 | Single | 2,871 | 23,785 | 1 | Y | No | 15 | 3 | 3 | 80 | 0 | 1 | 5 | 3 | 0 | 0 | 0 | 0 |
51 | No | Travel_Frequently | 1,456 | Research & Development | 1 | 4 | Medical | 1 | 145 | 1 | Female | 30 | 2 | 3 | Healthcare Representative | 1 | Single | 7,484 | 25,796 | 3 | Y | No | 20 | 4 | 3 | 80 | 0 | 23 | 1 | 2 | 13 | 12 | 12 | 8 |
34 | Yes | Travel_Frequently | 658 | Research & Development | 7 | 3 | Life Sciences | 1 | 147 | 1 | Male | 66 | 1 | 2 | Laboratory Technician | 3 | Single | 6,074 | 22,887 | 1 | Y | Yes | 24 | 4 | 4 | 80 | 0 | 9 | 3 | 3 | 9 | 7 | 0 | 6 |
54 | No | Non-Travel | 142 | Human Resources | 26 | 3 | Human Resources | 1 | 148 | 4 | Female | 30 | 4 | 4 | Manager | 4 | Single | 17,328 | 13,871 | 2 | Y | Yes | 12 | 3 | 3 | 80 | 0 | 23 | 3 | 3 | 5 | 3 | 4 | 4 |
24 | No | Travel_Rarely | 1,127 | Research & Development | 18 | 1 | Life Sciences | 1 | 150 | 2 | Male | 52 | 3 | 1 | Laboratory Technician | 3 | Married | 2,774 | 13,257 | 0 | Y | No | 12 | 3 | 3 | 80 | 1 | 6 | 2 | 3 | 5 | 3 | 1 | 2 |
34 | No | Travel_Rarely | 1,031 | Research & Development | 6 | 4 | Life Sciences | 1 | 151 | 3 | Female | 45 | 2 | 2 | Research Scientist | 2 | Divorced | 4,505 | 15,000 | 6 | Y | No | 15 | 3 | 3 | 80 | 1 | 12 | 3 | 3 | 1 | 0 | 0 | 0 |
37 | No | Travel_Rarely | 1,189 | Sales | 3 | 3 | Life Sciences | 1 | 152 | 3 | Male | 87 | 3 | 3 | Sales Executive | 4 | Single | 7,428 | 14,506 | 2 | Y | No | 12 | 3 | 1 | 80 | 0 | 12 | 3 | 3 | 5 | 3 | 1 | 3 |
34 | No | Travel_Rarely | 1,354 | Research & Development | 5 | 3 | Medical | 1 | 153 | 3 | Female | 45 | 2 | 3 | Manager | 1 | Single | 11,631 | 5,615 | 2 | Y | No | 12 | 3 | 4 | 80 | 0 | 14 | 6 | 3 | 11 | 10 | 5 | 8 |
36 | No | Travel_Frequently | 1,467 | Sales | 11 | 2 | Technical Degree | 1 | 154 | 2 | Female | 92 | 3 | 3 | Sales Executive | 4 | Married | 9,738 | 22,952 | 0 | Y | No | 14 | 3 | 3 | 80 | 1 | 10 | 6 | 3 | 9 | 7 | 2 | 8 |
36 | No | Travel_Rarely | 922 | Research & Development | 3 | 2 | Life Sciences | 1 | 155 | 1 | Female | 39 | 3 | 1 | Laboratory Technician | 4 | Divorced | 2,835 | 2,561 | 5 | Y | No | 22 | 4 | 1 | 80 | 1 | 7 | 2 | 3 | 1 | 0 | 0 | 0 |
43 | No | Travel_Frequently | 394 | Sales | 26 | 2 | Life Sciences | 1 | 158 | 3 | Male | 92 | 3 | 4 | Manager | 4 | Married | 16,959 | 19,494 | 1 | Y | Yes | 12 | 3 | 4 | 80 | 2 | 25 | 3 | 4 | 25 | 12 | 4 | 12 |
30 | No | Travel_Frequently | 1,312 | Research & Development | 23 | 3 | Life Sciences | 1 | 159 | 1 | Male | 96 | 1 | 1 | Research Scientist | 3 | Divorced | 2,613 | 22,310 | 1 | Y | No | 25 | 4 | 3 | 80 | 3 | 10 | 2 | 2 | 10 | 7 | 0 | 9 |
33 | No | Non-Travel | 750 | Sales | 22 | 2 | Marketing | 1 | 160 | 3 | Male | 95 | 3 | 2 | Sales Executive | 2 | Married | 6,146 | 15,480 | 0 | Y | No | 13 | 3 | 1 | 80 | 1 | 8 | 2 | 4 | 7 | 7 | 0 | 7 |
56 | Yes | Travel_Rarely | 441 | Research & Development | 14 | 4 | Life Sciences | 1 | 161 | 2 | Female | 72 | 3 | 1 | Research Scientist | 2 | Married | 4,963 | 4,510 | 9 | Y | Yes | 18 | 3 | 1 | 80 | 3 | 7 | 2 | 3 | 5 | 4 | 4 | 3 |
51 | No | Travel_Rarely | 684 | Research & Development | 6 | 3 | Life Sciences | 1 | 162 | 1 | Male | 51 | 3 | 5 | Research Director | 3 | Single | 19,537 | 6,462 | 7 | Y | No | 13 | 3 | 3 | 80 | 0 | 23 | 5 | 3 | 20 | 18 | 15 | 15 |
31 | Yes | Travel_Rarely | 249 | Sales | 6 | 4 | Life Sciences | 1 | 163 | 2 | Male | 76 | 1 | 2 | Sales Executive | 3 | Married | 6,172 | 20,739 | 4 | Y | Yes | 18 | 3 | 2 | 80 | 0 | 12 | 3 | 2 | 7 | 7 | 7 | 7 |
26 | No | Travel_Rarely | 841 | Research & Development | 6 | 3 | Other | 1 | 164 | 3 | Female | 46 | 2 | 1 | Research Scientist | 2 | Married | 2,368 | 23,300 | 1 | Y | No | 19 | 3 | 3 | 80 | 0 | 5 | 3 | 2 | 5 | 4 | 4 | 3 |
58 | Yes | Travel_Rarely | 147 | Research & Development | 23 | 4 | Medical | 1 | 165 | 4 | Female | 94 | 3 | 3 | Healthcare Representative | 4 | Married | 10,312 | 3,465 | 1 | Y | No | 12 | 3 | 4 | 80 | 1 | 40 | 3 | 2 | 40 | 10 | 15 | 6 |
19 | Yes | Travel_Rarely | 528 | Sales | 22 | 1 | Marketing | 1 | 167 | 4 | Male | 50 | 3 | 1 | Sales Representative | 3 | Single | 1,675 | 26,820 | 1 | Y | Yes | 19 | 3 | 4 | 80 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 0 |
22 | No | Travel_Rarely | 594 | Research & Development | 2 | 1 | Technical Degree | 1 | 169 | 3 | Male | 100 | 3 | 1 | Laboratory Technician | 4 | Married | 2,523 | 19,299 | 0 | Y | No | 14 | 3 | 3 | 80 | 1 | 3 | 2 | 3 | 2 | 1 | 2 | 1 |
49 | No | Travel_Rarely | 470 | Research & Development | 20 | 4 | Medical | 1 | 170 | 3 | Female | 96 | 3 | 2 | Manufacturing Director | 1 | Married | 6,567 | 5,549 | 1 | Y | No | 14 | 3 | 3 | 80 | 0 | 16 | 2 | 2 | 15 | 11 | 5 | 11 |
43 | No | Travel_Frequently | 957 | Research & Development | 28 | 3 | Medical | 1 | 171 | 2 | Female | 72 | 4 | 1 | Research Scientist | 3 | Single | 4,739 | 16,090 | 4 | Y | No | 12 | 3 | 4 | 80 | 0 | 18 | 2 | 3 | 3 | 2 | 1 | 2 |
50 | No | Travel_Frequently | 809 | Sales | 12 | 3 | Marketing | 1 | 174 | 3 | Female | 77 | 3 | 3 | Sales Executive | 4 | Single | 9,208 | 6,645 | 4 | Y | No | 11 | 3 | 4 | 80 | 0 | 16 | 3 | 3 | 2 | 2 | 2 | 1 |
31 | Yes | Travel_Rarely | 542 | Sales | 20 | 3 | Life Sciences | 1 | 175 | 2 | Female | 71 | 1 | 2 | Sales Executive | 3 | Married | 4,559 | 24,788 | 3 | Y | Yes | 11 | 3 | 3 | 80 | 1 | 4 | 2 | 3 | 2 | 2 | 2 | 2 |
41 | No | Travel_Rarely | 802 | Sales | 9 | 1 | Life Sciences | 1 | 176 | 3 | Male | 96 | 3 | 3 | Sales Executive | 3 | Divorced | 8,189 | 21,196 | 3 | Y | Yes | 13 | 3 | 3 | 80 | 1 | 12 | 2 | 3 | 9 | 7 | 0 | 7 |
26 | No | Travel_Rarely | 1,355 | Human Resources | 25 | 1 | Life Sciences | 1 | 177 | 3 | Female | 61 | 3 | 1 | Human Resources | 3 | Married | 2,942 | 8,916 | 1 | Y | No | 23 | 4 | 4 | 80 | 1 | 8 | 3 | 3 | 8 | 7 | 5 | 7 |
36 | No | Travel_Rarely | 216 | Research & Development | 6 | 2 | Medical | 1 | 178 | 2 | Male | 84 | 3 | 2 | Manufacturing Director | 2 | Divorced | 4,941 | 2,819 | 6 | Y | No | 20 | 4 | 4 | 80 | 2 | 7 | 0 | 3 | 3 | 2 | 0 | 1 |
51 | Yes | Travel_Frequently | 1,150 | Research & Development | 8 | 4 | Life Sciences | 1 | 179 | 1 | Male | 53 | 1 | 3 | Manufacturing Director | 4 | Single | 10,650 | 25,150 | 2 | Y | No | 15 | 3 | 4 | 80 | 0 | 18 | 2 | 3 | 4 | 2 | 0 | 3 |
39 | No | Travel_Rarely | 1,329 | Sales | 4 | 4 | Life Sciences | 1 | 182 | 4 | Female | 47 | 2 | 2 | Sales Executive | 3 | Married | 5,902 | 14,590 | 4 | Y | No | 14 | 3 | 3 | 80 | 1 | 17 | 1 | 4 | 15 | 11 | 5 | 9 |
25 | No | Travel_Rarely | 959 | Sales | 28 | 3 | Life Sciences | 1 | 183 | 1 | Male | 41 | 2 | 2 | Sales Executive | 3 | Married | 8,639 | 24,835 | 2 | Y | No | 18 | 3 | 4 | 80 | 0 | 6 | 3 | 3 | 2 | 2 | 2 | 2 |
30 | No | Travel_Rarely | 1,240 | Human Resources | 9 | 3 | Human Resources | 1 | 184 | 3 | Male | 48 | 3 | 2 | Human Resources | 4 | Married | 6,347 | 13,982 | 0 | Y | Yes | 19 | 3 | 4 | 80 | 0 | 12 | 2 | 1 | 11 | 9 | 4 | 7 |
32 | Yes | Travel_Rarely | 1,033 | Research & Development | 9 | 3 | Medical | 1 | 190 | 1 | Female | 41 | 3 | 1 | Laboratory Technician | 1 | Single | 4,200 | 10,224 | 7 | Y | No | 22 | 4 | 1 | 80 | 0 | 10 | 2 | 4 | 5 | 4 | 0 | 4 |
45 | No | Travel_Rarely | 1,316 | Research & Development | 29 | 3 | Medical | 1 | 192 | 3 | Male | 83 | 3 | 1 | Research Scientist | 4 | Single | 3,452 | 9,752 | 5 | Y | No | 13 | 3 | 2 | 80 | 0 | 9 | 2 | 2 | 6 | 5 | 0 | 3 |
38 | No | Travel_Rarely | 364 | Research & Development | 3 | 5 | Technical Degree | 1 | 193 | 4 | Female | 32 | 3 | 2 | Research Scientist | 3 | Single | 4,317 | 2,302 | 3 | Y | Yes | 20 | 4 | 2 | 80 | 0 | 19 | 2 | 3 | 3 | 2 | 2 | 2 |
30 | No | Travel_Rarely | 438 | Research & Development | 18 | 3 | Life Sciences | 1 | 194 | 1 | Female | 75 | 3 | 1 | Research Scientist | 3 | Single | 2,632 | 23,910 | 1 | Y | No | 14 | 3 | 3 | 80 | 0 | 5 | 4 | 2 | 5 | 4 | 0 | 4 |
32 | No | Travel_Frequently | 689 | Sales | 9 | 2 | Medical | 1 | 195 | 4 | Male | 35 | 1 | 2 | Sales Executive | 4 | Divorced | 4,668 | 22,812 | 0 | Y | No | 17 | 3 | 4 | 80 | 3 | 9 | 2 | 4 | 8 | 7 | 0 | 7 |
30 | No | Travel_Rarely | 201 | Research & Development | 5 | 3 | Technical Degree | 1 | 197 | 4 | Female | 84 | 3 | 1 | Research Scientist | 1 | Divorced | 3,204 | 10,415 | 5 | Y | No | 14 | 3 | 4 | 80 | 1 | 8 | 3 | 3 | 3 | 2 | 2 | 2 |
30 | No | Travel_Rarely | 1,427 | Research & Development | 2 | 1 | Medical | 1 | 198 | 2 | Male | 35 | 2 | 1 | Laboratory Technician | 4 | Single | 2,720 | 11,162 | 0 | Y | No | 13 | 3 | 4 | 80 | 0 | 6 | 3 | 3 | 5 | 3 | 1 | 2 |
41 | No | Travel_Frequently | 857 | Research & Development | 10 | 3 | Life Sciences | 1 | 199 | 4 | Male | 91 | 2 | 4 | Manager | 1 | Divorced | 17,181 | 12,888 | 4 | Y | No | 13 | 3 | 2 | 80 | 1 | 21 | 2 | 2 | 7 | 6 | 7 | 7 |
41 | No | Travel_Rarely | 933 | Research & Development | 9 | 4 | Life Sciences | 1 | 200 | 3 | Male | 94 | 3 | 1 | Laboratory Technician | 1 | Married | 2,238 | 6,961 | 2 | Y | No | 21 | 4 | 4 | 80 | 1 | 7 | 2 | 3 | 5 | 0 | 1 | 4 |
19 | No | Travel_Rarely | 1,181 | Research & Development | 3 | 1 | Medical | 1 | 201 | 2 | Female | 79 | 3 | 1 | Laboratory Technician | 2 | Single | 1,483 | 16,102 | 1 | Y | No | 14 | 3 | 4 | 80 | 0 | 1 | 3 | 3 | 1 | 0 | 0 | 0 |
40 | No | Travel_Frequently | 1,395 | Research & Development | 26 | 3 | Medical | 1 | 202 | 2 | Female | 54 | 3 | 2 | Research Scientist | 2 | Divorced | 5,605 | 8,504 | 1 | Y | No | 11 | 3 | 1 | 80 | 1 | 20 | 2 | 3 | 20 | 7 | 2 | 13 |
35 | No | Travel_Rarely | 662 | Sales | 1 | 5 | Marketing | 1 | 204 | 3 | Male | 94 | 3 | 3 | Sales Executive | 2 | Married | 7,295 | 11,439 | 1 | Y | No | 13 | 3 | 1 | 80 | 2 | 10 | 3 | 3 | 10 | 8 | 0 | 6 |
53 | No | Travel_Rarely | 1,436 | Sales | 6 | 2 | Marketing | 1 | 205 | 2 | Male | 34 | 3 | 2 | Sales Representative | 3 | Married | 2,306 | 16,047 | 2 | Y | Yes | 20 | 4 | 4 | 80 | 1 | 13 | 3 | 1 | 7 | 7 | 4 | 5 |
45 | No | Travel_Rarely | 194 | Research & Development | 9 | 3 | Life Sciences | 1 | 206 | 2 | Male | 60 | 3 | 2 | Laboratory Technician | 2 | Divorced | 2,348 | 10,901 | 8 | Y | No | 18 | 3 | 3 | 80 | 1 | 20 | 2 | 1 | 17 | 9 | 0 | 15 |
32 | No | Travel_Frequently | 967 | Sales | 8 | 3 | Marketing | 1 | 207 | 2 | Female | 43 | 3 | 3 | Sales Executive | 4 | Single | 8,998 | 15,589 | 1 | Y | No | 14 | 3 | 4 | 80 | 0 | 9 | 2 | 3 | 9 | 8 | 3 | 7 |
29 | No | Non-Travel | 1,496 | Research & Development | 1 | 1 | Technical Degree | 1 | 208 | 4 | Male | 41 | 3 | 2 | Manufacturing Director | 3 | Married | 4,319 | 26,283 | 1 | Y | No | 13 | 3 | 1 | 80 | 1 | 10 | 1 | 3 | 10 | 7 | 0 | 9 |
51 | No | Travel_Rarely | 1,169 | Research & Development | 7 | 4 | Medical | 1 | 211 | 2 | Male | 34 | 2 | 2 | Manufacturing Director | 3 | Married | 6,132 | 13,983 | 2 | Y | No | 17 | 3 | 3 | 80 | 0 | 10 | 2 | 3 | 1 | 0 | 0 | 0 |
58 | No | Travel_Rarely | 1,145 | Research & Development | 9 | 3 | Medical | 1 | 214 | 2 | Female | 75 | 2 | 1 | Research Scientist | 2 | Married | 3,346 | 11,873 | 4 | Y | Yes | 20 | 4 | 2 | 80 | 1 | 9 | 3 | 2 | 1 | 0 | 0 | 0 |
40 | No | Travel_Rarely | 630 | Sales | 4 | 4 | Marketing | 1 | 215 | 3 | Male | 67 | 2 | 3 | Sales Executive | 4 | Married | 10,855 | 8,552 | 7 | Y | No | 11 | 3 | 1 | 80 | 1 | 15 | 2 | 2 | 12 | 11 | 2 | 11 |
34 | No | Travel_Frequently | 303 | Sales | 2 | 4 | Marketing | 1 | 216 | 3 | Female | 75 | 3 | 1 | Sales Representative | 3 | Married | 2,231 | 11,314 | 6 | Y | No | 18 | 3 | 4 | 80 | 1 | 6 | 3 | 3 | 4 | 3 | 1 | 2 |
22 | No | Travel_Rarely | 1,256 | Research & Development | 19 | 1 | Medical | 1 | 217 | 3 | Male | 80 | 3 | 1 | Research Scientist | 4 | Married | 2,323 | 11,992 | 1 | Y | No | 24 | 4 | 1 | 80 | 2 | 2 | 6 | 3 | 2 | 2 | 2 | 2 |
27 | No | Non-Travel | 691 | Research & Development | 9 | 3 | Medical | 1 | 218 | 4 | Male | 57 | 3 | 1 | Research Scientist | 2 | Divorced | 2,024 | 5,970 | 6 | Y | No | 18 | 3 | 4 | 80 | 1 | 6 | 1 | 1 | 2 | 2 | 2 | 2 |
28 | No | Travel_Rarely | 440 | Research & Development | 21 | 3 | Medical | 1 | 221 | 3 | Male | 42 | 3 | 1 | Research Scientist | 4 | Married | 2,713 | 6,672 | 1 | Y | No | 11 | 3 | 3 | 80 | 1 | 5 | 2 | 1 | 5 | 2 | 0 | 2 |
57 | No | Travel_Rarely | 334 | Research & Development | 24 | 2 | Life Sciences | 1 | 223 | 3 | Male | 83 | 4 | 3 | Healthcare Representative | 4 | Divorced | 9,439 | 23,402 | 3 | Y | Yes | 16 | 3 | 2 | 80 | 1 | 12 | 2 | 1 | 5 | 3 | 1 | 4 |
27 | No | Non-Travel | 1,450 | Research & Development | 3 | 3 | Medical | 1 | 224 | 3 | Male | 79 | 2 | 1 | Research Scientist | 3 | Divorced | 2,566 | 25,326 | 1 | Y | Yes | 15 | 3 | 4 | 80 | 1 | 1 | 2 | 2 | 1 | 1 | 0 | 1 |
50 | No | Travel_Rarely | 1,452 | Research & Development | 11 | 3 | Life Sciences | 1 | 226 | 3 | Female | 53 | 3 | 5 | Manager | 2 | Single | 19,926 | 17,053 | 3 | Y | No | 15 | 3 | 2 | 80 | 0 | 21 | 5 | 3 | 5 | 4 | 4 | 4 |
41 | No | Travel_Rarely | 465 | Research & Development | 14 | 3 | Life Sciences | 1 | 227 | 1 | Male | 56 | 3 | 1 | Research Scientist | 3 | Divorced | 2,451 | 4,609 | 4 | Y | No | 12 | 3 | 1 | 80 | 1 | 13 | 2 | 3 | 9 | 8 | 1 | 8 |
30 | No | Travel_Rarely | 1,339 | Sales | 5 | 3 | Life Sciences | 1 | 228 | 2 | Female | 41 | 3 | 3 | Sales Executive | 4 | Married | 9,419 | 8,053 | 2 | Y | No | 12 | 3 | 3 | 80 | 1 | 12 | 2 | 3 | 10 | 9 | 7 | 4 |
38 | No | Travel_Rarely | 702 | Sales | 1 | 4 | Life Sciences | 1 | 230 | 1 | Female | 59 | 2 | 2 | Sales Executive | 4 | Single | 8,686 | 12,930 | 4 | Y | No | 22 | 4 | 3 | 80 | 0 | 12 | 2 | 4 | 8 | 3 | 0 | 7 |
32 | No | Travel_Rarely | 120 | Research & Development | 6 | 5 | Life Sciences | 1 | 231 | 3 | Male | 43 | 3 | 1 | Research Scientist | 3 | Single | 3,038 | 12,430 | 3 | Y | No | 20 | 4 | 1 | 80 | 0 | 8 | 2 | 3 | 5 | 4 | 1 | 4 |
27 | No | Travel_Rarely | 1,157 | Research & Development | 17 | 3 | Technical Degree | 1 | 233 | 3 | Male | 51 | 3 | 1 | Research Scientist | 2 | Married | 3,058 | 13,364 | 0 | Y | Yes | 16 | 3 | 4 | 80 | 1 | 6 | 3 | 2 | 5 | 2 | 1 | 1 |
19 | Yes | Travel_Frequently | 602 | Sales | 1 | 1 | Technical Degree | 1 | 235 | 3 | Female | 100 | 1 | 1 | Sales Representative | 1 | Single | 2,325 | 20,989 | 0 | Y | No | 21 | 4 | 1 | 80 | 0 | 1 | 5 | 4 | 0 | 0 | 0 | 0 |
36 | No | Travel_Frequently | 1,480 | Research & Development | 3 | 2 | Medical | 1 | 238 | 4 | Male | 30 | 3 | 1 | Laboratory Technician | 2 | Single | 2,088 | 15,062 | 4 | Y | No | 12 | 3 | 3 | 80 | 0 | 13 | 3 | 2 | 8 | 7 | 7 | 2 |
30 | No | Non-Travel | 111 | Research & Development | 9 | 3 | Medical | 1 | 239 | 3 | Male | 66 | 3 | 2 | Laboratory Technician | 1 | Divorced | 3,072 | 11,012 | 1 | Y | No | 11 | 3 | 3 | 80 | 2 | 12 | 4 | 3 | 12 | 9 | 6 | 10 |
45 | No | Travel_Rarely | 1,268 | Sales | 4 | 2 | Life Sciences | 1 | 240 | 3 | Female | 30 | 3 | 2 | Sales Executive | 1 | Divorced | 5,006 | 6,319 | 4 | Y | Yes | 11 | 3 | 1 | 80 | 1 | 9 | 3 | 4 | 5 | 4 | 0 | 3 |
56 | No | Travel_Rarely | 713 | Research & Development | 8 | 3 | Life Sciences | 1 | 241 | 3 | Female | 67 | 3 | 1 | Research Scientist | 1 | Divorced | 4,257 | 13,939 | 4 | Y | Yes | 18 | 3 | 3 | 80 | 1 | 19 | 3 | 3 | 2 | 2 | 2 | 2 |
33 | No | Travel_Rarely | 134 | Research & Development | 2 | 3 | Life Sciences | 1 | 242 | 3 | Male | 90 | 3 | 1 | Research Scientist | 4 | Single | 2,500 | 10,515 | 0 | Y | No | 14 | 3 | 1 | 80 | 0 | 4 | 2 | 4 | 3 | 1 | 0 | 2 |
19 | Yes | Travel_Rarely | 303 | Research & Development | 2 | 3 | Life Sciences | 1 | 243 | 2 | Male | 47 | 2 | 1 | Laboratory Technician | 4 | Single | 1,102 | 9,241 | 1 | Y | No | 22 | 4 | 3 | 80 | 0 | 1 | 3 | 2 | 1 | 0 | 1 | 0 |
46 | No | Travel_Rarely | 526 | Sales | 1 | 2 | Marketing | 1 | 244 | 2 | Female | 92 | 3 | 3 | Sales Executive | 1 | Divorced | 10,453 | 2,137 | 1 | Y | No | 25 | 4 | 3 | 80 | 3 | 24 | 2 | 3 | 24 | 13 | 15 | 7 |
38 | No | Travel_Rarely | 1,380 | Research & Development | 9 | 2 | Life Sciences | 1 | 245 | 3 | Female | 75 | 3 | 1 | Laboratory Technician | 4 | Single | 2,288 | 6,319 | 1 | Y | No | 12 | 3 | 3 | 80 | 0 | 2 | 3 | 3 | 2 | 2 | 2 | 1 |
31 | No | Travel_Rarely | 140 | Research & Development | 12 | 1 | Medical | 1 | 246 | 3 | Female | 95 | 3 | 1 | Research Scientist | 4 | Married | 3,929 | 6,984 | 8 | Y | Yes | 23 | 4 | 3 | 80 | 1 | 7 | 0 | 3 | 4 | 2 | 0 | 2 |
34 | No | Travel_Rarely | 629 | Research & Development | 27 | 2 | Medical | 1 | 247 | 4 | Female | 95 | 3 | 1 | Research Scientist | 2 | Single | 2,311 | 5,711 | 2 | Y | No | 15 | 3 | 4 | 80 | 0 | 9 | 3 | 3 | 3 | 2 | 1 | 2 |
41 | Yes | Travel_Rarely | 1,356 | Sales | 20 | 2 | Marketing | 1 | 248 | 2 | Female | 70 | 3 | 1 | Sales Representative | 2 | Single | 3,140 | 21,728 | 1 | Y | Yes | 22 | 4 | 4 | 80 | 0 | 4 | 5 | 2 | 4 | 3 | 0 | 2 |
50 | No | Travel_Rarely | 328 | Research & Development | 1 | 3 | Medical | 1 | 249 | 3 | Male | 86 | 2 | 1 | Laboratory Technician | 3 | Married | 3,690 | 3,425 | 2 | Y | No | 15 | 3 | 4 | 80 | 1 | 5 | 2 | 2 | 3 | 2 | 0 | 2 |
53 | No | Travel_Rarely | 1,084 | Research & Development | 13 | 2 | Medical | 1 | 250 | 4 | Female | 57 | 4 | 2 | Manufacturing Director | 1 | Divorced | 4,450 | 26,250 | 1 | Y | No | 11 | 3 | 3 | 80 | 2 | 5 | 3 | 3 | 4 | 2 | 1 | 3 |
33 | No | Travel_Rarely | 931 | Research & Development | 14 | 3 | Medical | 1 | 252 | 4 | Female | 72 | 3 | 1 | Research Scientist | 2 | Married | 2,756 | 4,673 | 1 | Y | No | 13 | 3 | 4 | 80 | 1 | 8 | 5 | 3 | 8 | 7 | 1 | 6 |
40 | No | Travel_Rarely | 989 | Research & Development | 4 | 1 | Medical | 1 | 253 | 4 | Female | 46 | 3 | 5 | Manager | 3 | Married | 19,033 | 6,499 | 1 | Y | No | 14 | 3 | 2 | 80 | 1 | 21 | 2 | 3 | 20 | 8 | 9 | 9 |
55 | No | Travel_Rarely | 692 | Research & Development | 14 | 4 | Medical | 1 | 254 | 3 | Male | 61 | 4 | 5 | Research Director | 2 | Single | 18,722 | 13,339 | 8 | Y | No | 11 | 3 | 4 | 80 | 0 | 36 | 3 | 3 | 24 | 15 | 2 | 15 |
34 | No | Travel_Frequently | 1,069 | Research & Development | 2 | 1 | Life Sciences | 1 | 256 | 4 | Male | 45 | 2 | 2 | Manufacturing Director | 3 | Married | 9,547 | 14,074 | 1 | Y | No | 17 | 3 | 3 | 80 | 0 | 10 | 2 | 2 | 10 | 9 | 1 | 9 |
51 | No | Travel_Rarely | 313 | Research & Development | 3 | 3 | Medical | 1 | 258 | 4 | Female | 98 | 3 | 4 | Healthcare Representative | 2 | Single | 13,734 | 7,192 | 3 | Y | No | 18 | 3 | 3 | 80 | 0 | 21 | 6 | 3 | 7 | 7 | 1 | 0 |
52 | No | Travel_Rarely | 699 | Research & Development | 1 | 4 | Life Sciences | 1 | 259 | 3 | Male | 65 | 2 | 5 | Manager | 3 | Married | 19,999 | 5,678 | 0 | Y | No | 14 | 3 | 1 | 80 | 1 | 34 | 5 | 3 | 33 | 18 | 11 | 9 |
27 | No | Travel_Rarely | 894 | Research & Development | 9 | 3 | Medical | 1 | 260 | 4 | Female | 99 | 3 | 1 | Research Scientist | 2 | Single | 2,279 | 11,781 | 1 | Y | No | 16 | 3 | 4 | 80 | 0 | 7 | 2 | 2 | 7 | 7 | 0 | 3 |
35 | Yes | Travel_Rarely | 556 | Research & Development | 23 | 2 | Life Sciences | 1 | 261 | 2 | Male | 50 | 2 | 2 | Manufacturing Director | 3 | Married | 5,916 | 15,497 | 3 | Y | Yes | 13 | 3 | 1 | 80 | 0 | 8 | 1 | 3 | 1 | 0 | 0 | 1 |
43 | No | Non-Travel | 1,344 | Research & Development | 7 | 3 | Medical | 1 | 262 | 4 | Male | 37 | 4 | 1 | Research Scientist | 4 | Divorced | 2,089 | 5,228 | 4 | Y | No | 14 | 3 | 4 | 80 | 3 | 7 | 3 | 4 | 5 | 4 | 2 | 2 |
45 | No | Non-Travel | 1,195 | Research & Development | 2 | 2 | Medical | 1 | 264 | 1 | Male | 65 | 2 | 4 | Manager | 4 | Married | 16,792 | 20,462 | 9 | Y | No | 23 | 4 | 4 | 80 | 1 | 22 | 1 | 3 | 20 | 8 | 11 | 8 |
37 | No | Travel_Rarely | 290 | Research & Development | 21 | 3 | Life Sciences | 1 | 267 | 2 | Male | 65 | 4 | 1 | Research Scientist | 1 | Married | 3,564 | 22,977 | 1 | Y | Yes | 12 | 3 | 1 | 80 | 1 | 8 | 3 | 2 | 8 | 7 | 1 | 7 |
35 | No | Travel_Frequently | 138 | Research & Development | 2 | 3 | Medical | 1 | 269 | 2 | Female | 37 | 3 | 2 | Laboratory Technician | 2 | Single | 4,425 | 15,986 | 5 | Y | No | 11 | 3 | 4 | 80 | 0 | 10 | 5 | 3 | 6 | 2 | 1 | 2 |
42 | No | Non-Travel | 926 | Research & Development | 21 | 2 | Medical | 1 | 270 | 3 | Female | 36 | 3 | 2 | Manufacturing Director | 3 | Divorced | 5,265 | 16,439 | 2 | Y | No | 16 | 3 | 2 | 80 | 1 | 11 | 5 | 3 | 5 | 3 | 0 | 2 |
38 | No | Travel_Rarely | 1,261 | Research & Development | 2 | 4 | Life Sciences | 1 | 271 | 4 | Male | 88 | 3 | 2 | Manufacturing Director | 3 | Married | 6,553 | 7,259 | 9 | Y | No | 14 | 3 | 2 | 80 | 0 | 14 | 3 | 3 | 1 | 0 | 0 | 0 |
38 | No | Travel_Rarely | 1,084 | Research & Development | 29 | 3 | Technical Degree | 1 | 273 | 4 | Male | 54 | 3 | 2 | Manufacturing Director | 4 | Married | 6,261 | 4,185 | 3 | Y | No | 18 | 3 | 1 | 80 | 1 | 9 | 3 | 1 | 7 | 7 | 1 | 7 |