HR-Employee-Attrition
| EmployeeNo. | Status | Age | BusinessTravel | Department | Education | EducationField | Gender | JobRole | JobSatisfaction | MaritalStatus | MonthlyIncome | NumCompaniesWorked | PercentSalaryHike | PerformanceRating | TotalWorkingYears | TrainingTimesLastYear | WorkLifeBalance | YearsAtCompany | YearsInCurrentRole | YearsSinceLastPromotion |
| 1 | Former | 41 | Travel_Rarely | Sales | Associate Degree | Life Sciences | Female | Sales Executive | Very Satisfied | Single | 5993 | 8 | 11 | 3 | 8 | 0 | 1 | 6 | 4 | 0 |
| 2 | Current | 49 | Travel_Frequently | Research & Development | High School or Equivalent | Life Sciences | Male | Research Scientist | Somewhat Satisfied | Married | 5130 | 1 | 23 | 4 | 10 | 3 | 3 | 10 | 7 | 1 |
| 3 | Former | 37 | Travel_Rarely | Research & Development | Associate Degree | Other | Male | Laboratory Technician | Satisfied | Single | 2090 | 6 | 15 | 1 | 7 | 3 | 3 | 0 | 0 | 0 |
| 4 | Current | 33 | Travel_Frequently | Research & Development | Graduate Degree | Life Sciences | Female | Research Scientist | Satisfied | Married | 2909 | 1 | 11 | 3 | 8 | 3 | 3 | 8 | 7 | 3 |
| 5 | Current | 27 | Travel_Rarely | Research & Development | High School or Equivalent | Medical | Male | Laboratory Technician | Somewhat Satisfied | Married | 3468 | 9 | 12 | 3 | 6 | 3 | 3 | 2 | 2 | 2 |
| 6 | Current | 32 | Travel_Frequently | Research & Development | Associate Degree | Life Sciences | Male | Laboratory Technician | Very Satisfied | Single | 3068 | 0 | 13 | 3 | 8 | 2 | 2 | 7 | 7 | 3 |
| 7 | Current | 59 | Travel_Rarely | Research & Development | Undergraduate Degree | Medical | Female | Laboratory Technician | Unsatisfied | Married | 2670 | 4 | 20 | 1 | 12 | 3 | 2 | 1 | 0 | 0 |
| 8 | Current | 30 | Travel_Rarely | Research & Development | High School or Equivalent | Life Sciences | Male | Laboratory Technician | Satisfied | Divorced | 2693 | 1 | 22 | 4 | 1 | 2 | 3 | 1 | 0 | 0 |
| 9 | Current | 38 | Travel_Frequently | Research & Development | Undergraduate Degree | Life Sciences | Male | Manufacturing Director | Satisfied | Single | 9526 | 0 | 21 | 4 | 10 | 2 | 3 | 9 | 7 | 1 |
| 10 | Current | 36 | Travel_Rarely | Research & Development | Undergraduate Degree | Medical | Male | Healthcare Representative | Satisfied | Married | 5237 | 6 | 13 | 3 | 17 | 3 | 2 | 7 | 7 | 7 |
| 11 | Current | 35 | Travel_Rarely | Research & Development | Undergraduate Degree | Medical | Male | Laboratory Technician | Somewhat Satisfied | Married | 2426 | 0 | 13 | 3 | 6 | 5 | 3 | 5 | 4 | 0 |
| 12 | Current | 29 | Travel_Rarely | Research & Development | Associate Degree | Life Sciences | Female | Laboratory Technician | Satisfied | Single | 4193 | 0 | 12 | 3 | 10 | 3 | 3 | 9 | 5 | 0 |
| 13 | Current | 31 | Travel_Rarely | Research & Development | High School or Equivalent | Life Sciences | Male | Research Scientist | Satisfied | Divorced | 2911 | 1 | 17 | 3 | 5 | 1 | 2 | 5 | 2 | 4 |
| 14 | Current | 34 | Travel_Rarely | Research & Development | Associate Degree | Medical | Male | Laboratory Technician | Very Satisfied | Divorced | 2661 | 0 | 11 | 3 | 3 | 2 | 3 | 2 | 2 | 1 |
| 15 | Former | 28 | Travel_Rarely | Research & Development | Undergraduate Degree | Life Sciences | Male | Laboratory Technician | Satisfied | Single | 2028 | 5 | 14 | 3 | 6 | 4 | 3 | 4 | 2 | 0 |
| 16 | Current | 29 | Travel_Rarely | Research & Development | Graduate Degree | Life Sciences | Female | Manufacturing Director | Unsatisfied | Divorced | 9980 | 1 | 11 | 3 | 10 | 1 | 3 | 10 | 9 | 8 |
| 17 | Current | 32 | Travel_Rarely | Research & Development | Associate Degree | Life Sciences | Male | Research Scientist | Somewhat Satisfied | Divorced | 3298 | 0 | 12 | 3 | 7 | 5 | 2 | 6 | 2 | 0 |
| 18 | Current | 22 | Nontravel | Research & Development | Associate Degree | Medical | Male | Laboratory Technician | Very Satisfied | Divorced | 2935 | 1 | 13 | 3 | 1 | 2 | 2 | 1 | 0 | 0 |
| 19 | Current | 53 | Travel_Rarely | Sales | Graduate Degree | Life Sciences | Female | Manager | Very Satisfied | Married | 15427 | 2 | 16 | 3 | 31 | 3 | 3 | 15 | 8 | 3 |
| 20 | Current | 38 | Travel_Rarely | Research & Development | Undergraduate Degree | Life Sciences | Male | Research Scientist | Very Satisfied | Single | 3944 | 5 | 11 | 2 | 6 | 3 | 3 | 3 | 2 | 1 |
| 21 | Current | 24 | Nontravel | Research & Development | Associate Degree | Other | Female | Manufacturing Director | Satisfied | Divorced | 4011 | 0 | 18 | 3 | 5 | 5 | 2 | 4 | 2 | 1 |
| 22 | Former | 36 | Travel_Rarely | Sales | Graduate Degree | Life Sciences | Male | Sales Representative | Unsatisfied | Single | 3407 | 7 | 23 | 4 | 10 | 4 | 3 | 5 | 3 | 0 |
| 23 | Current | 34 | Travel_Rarely | Research & Development | Graduate Degree | Life Sciences | Female | Research Director | Somewhat Satisfied | Single | 11994 | 0 | 11 | 1 | 13 | 4 | 3 | 12 | 6 | 2 |
| 24 | Current | 21 | Travel_Rarely | Research & Development | Associate Degree | Life Sciences | Male | Research Scientist | Very Satisfied | Single | 1232 | 1 | 14 | 1 | 0 | 6 | 3 | 0 | 0 | 0 |
| 25 | Former | 34 | Travel_Rarely | Research & Development | High School or Equivalent | Medical | Male | Research Scientist | Unsatisfied | Single | 2960 | 2 | 11 | 3 | 8 | 2 | 3 | 4 | 2 | 1 |
| 26 | Current | 53 | Travel_Rarely | Research & Development | Undergraduate Degree | Other | Female | Manager | Satisfied | Divorced | 19094 | 4 | 11 | 3 | 26 | 3 | 2 | 14 | 13 | 4 |
| 27 | Former | 32 | Travel_Frequently | Research & Development | High School or Equivalent | Life Sciences | Female | Research Scientist | Unsatisfied | Single | 3919 | 1 | 22 | 4 | 10 | 5 | 3 | 10 | 2 | 6 |
| 28 | Current | 42 | Travel_Rarely | Sales | Graduate Degree | Marketing | Male | Sales Executive | Somewhat Satisfied | Married | 6825 | 0 | 11 | 3 | 10 | 2 | 3 | 9 | 7 | 4 |
| 29 | Current | 44 | Travel_Rarely | Research & Development | Graduate Degree | Medical | Female | Healthcare Representative | Very Satisfied | Married | 10248 | 3 | 14 | 3 | 24 | 4 | 3 | 22 | 6 | 5 |
| 30 | Current | 46 | Travel_Rarely | Sales | Graduate Degree | Marketing | Female | Manager | Unsatisfied | Single | 18947 | 3 | 12 | 3 | 22 | 2 | 2 | 2 | 2 | 2 |
| 31 | Current | 33 | Travel_Rarely | Research & Development | Undergraduate Degree | Medical | Male | Laboratory Technician | Very Satisfied | Single | 2496 | 4 | 11 | 3 | 7 | 3 | 3 | 1 | 1 | 0 |
| 32 | Current | 44 | Travel_Rarely | Research & Development | Graduate Degree | Other | Male | Healthcare Representative | Very Satisfied | Married | 6465 | 2 | 13 | 3 | 9 | 5 | 4 | 4 | 2 | 1 |
| 33 | Current | 30 | Travel_Rarely | Research & Development | Associate Degree | Medical | Male | Laboratory Technician | Satisfied | Single | 2206 | 1 | 13 | 3 | 10 | 5 | 3 | 10 | 0 | 1 |
| 34 | Former | 39 | Travel_Rarely | Sales | Undergraduate Degree | Technical Degree | Male | Sales Representative | Very Satisfied | Married | 2086 | 3 | 14 | 3 | 19 | 6 | 4 | 1 | 0 | 0 |
| 35 | Former | 24 | Travel_Rarely | Research & Development | Undergraduate Degree | Medical | Male | Research Scientist | Very Satisfied | Married | 2293 | 2 | 16 | 3 | 6 | 2 | 2 | 2 | 0 | 2 |
| 36 | Current | 43 | Travel_Rarely | Research & Development | Associate Degree | Medical | Female | Research Scientist | Satisfied | Divorced | 2645 | 1 | 12 | 3 | 6 | 3 | 2 | 5 | 3 | 1 |
| 37 | Former | 50 | Travel_Rarely | Sales | Associate Degree | Marketing | Male | Sales Representative | Satisfied | Married | 2683 | 1 | 14 | 3 | 3 | 2 | 3 | 3 | 2 | 0 |
| 38 | Current | 35 | Travel_Rarely | Sales | Undergraduate Degree | Marketing | Female | Sales Representative | Very Satisfied | Married | 2014 | 1 | 13 | 3 | 2 | 3 | 3 | 2 | 2 | 2 |
| 39 | Current | 36 | Travel_Rarely | Research & Development | Graduate Degree | Life Sciences | Female | Research Scientist | Unsatisfied | Married | 3419 | 9 | 14 | 3 | 6 | 3 | 4 | 1 | 1 | 0 |
| 40 | Current | 33 | Travel_Frequently | Sales | Undergraduate Degree | Life Sciences | Female | Sales Executive | Unsatisfied | Married | 5376 | 2 | 19 | 3 | 10 | 3 | 3 | 5 | 3 | 1 |
| 41 | Current | 35 | Travel_Rarely | Research & Development | Associate Degree | Other | Male | Laboratory Technician | Very Satisfied | Divorced | 1951 | 1 | 12 | 1 | 1 | 3 | 3 | 1 | 0 | 0 |
| 42 | Current | 27 | Travel_Rarely | Research & Development | Graduate Degree | Life Sciences | Female | Laboratory Technician | Unsatisfied | Divorced | 2341 | 1 | 13 | 3 | 1 | 6 | 3 | 1 | 0 | 0 |
| 43 | Former | 26 | Travel_Rarely | Research & Development | Undergraduate Degree | Life Sciences | Male | Laboratory Technician | Satisfied | Single | 2293 | 1 | 12 | 1 | 1 | 2 | 2 | 1 | 0 | 0 |
| 44 | Current | 27 | Travel_Frequently | Sales | Undergraduate Degree | Life Sciences | Male | Sales Executive | Satisfied | Single | 8726 | 1 | 15 | 3 | 9 | 0 | 3 | 9 | 8 | 1 |
| 45 | Current | 30 | Travel_Frequently | Research & Development | Associate Degree | Medical | Female | Laboratory Technician | Very Satisfied | Single | 4011 | 1 | 23 | 4 | 12 | 2 | 3 | 12 | 8 | 3 |
| 46 | Former | 41 | Travel_Rarely | Research & Development | Undergraduate Degree | Technical Degree | Female | Research Director | Satisfied | Married | 19545 | 1 | 12 | 3 | 23 | 0 | 3 | 22 | 15 | 15 |
| 47 | Current | 34 | Nontravel | Sales | Graduate Degree | Marketing | Male | Sales Executive | Satisfied | Single | 4568 | 0 | 20 | 4 | 10 | 2 | 3 | 9 | 5 | 8 |
| 48 | Current | 37 | Travel_Rarely | Research & Development | Associate Degree | Life Sciences | Male | Research Scientist | Somewhat Satisfied | Married | 3022 | 4 | 21 | 2 | 8 | 1 | 3 | 1 | 0 | 0 |
| 49 | Current | 46 | Travel_Frequently | Sales | Graduate Degree | Marketing | Male | Sales Executive | Very Satisfied | Single | 5772 | 4 | 21 | 4 | 14 | 4 | 3 | 9 | 6 | 0 |
| 50 | Current | 35 | Travel_Rarely | Research & Development | High School or Equivalent | Life Sciences | Male | Laboratory Technician | Very Satisfied | Married | 2269 | 1 | 19 | 3 | 1 | 2 | 3 | 1 | 0 | 0 |
| 51 | Former | 48 | Travel_Rarely | Research & Development | Associate Degree | Life Sciences | Male | Laboratory Technician | Satisfied | Single | 5381 | 9 | 13 | 3 | 23 | 2 | 3 | 1 | 0 | 0 |
| 52 | Former | 28 | Travel_Rarely | Research & Development | Graduate Degree | Technical Degree | Male | Laboratory Technician | Satisfied | Single | 3441 | 1 | 13 | 3 | 2 | 3 | 2 | 2 | 2 | 2 |
| 53 | Current | 44 | Travel_Rarely | Sales | Doctorate | Marketing | Female | Sales Executive | Unsatisfied | Divorced | 5454 | 5 | 21 | 4 | 9 | 2 | 2 | 4 | 3 | 1 |
| 54 | Current | 35 | Nontravel | Research & Development | Associate Degree | Medical | Male | Healthcare Representative | Unsatisfied | Married | 9884 | 2 | 13 | 3 | 10 | 3 | 3 | 4 | 0 | 2 |
| 55 | Current | 26 | Travel_Rarely | Sales | Undergraduate Degree | Marketing | Female | Sales Executive | Very Satisfied | Married | 4157 | 7 | 19 | 3 | 5 | 2 | 2 | 2 | 2 | 0 |
| 56 | Current | 33 | Travel_Frequently | Research & Development | Associate Degree | Life Sciences | Female | Research Director | Very Satisfied | Single | 13458 | 1 | 12 | 1 | 15 | 1 | 3 | 15 | 14 | 8 |
| 57 | Current | 35 | Travel_Frequently | Sales | Doctorate | Life Sciences | Male | Sales Executive | Unsatisfied | Married | 9069 | 1 | 22 | 4 | 9 | 3 | 2 | 9 | 8 | 1 |
| 58 | Current | 35 | Travel_Rarely | Research & Development | Graduate Degree | Medical | Female | Laboratory Technician | Unsatisfied | Married | 4014 | 3 | 15 | 3 | 4 | 3 | 3 | 2 | 2 | 2 |
| 59 | Current | 31 | Travel_Rarely | Research & Development | Graduate Degree | Life Sciences | Male | Laboratory Technician | Very Satisfied | Divorced | 5915 | 3 | 22 | 2 | 10 | 3 | 2 | 7 | 7 | 1 |
| 60 | Current | 37 | Travel_Rarely | Research & Development | Graduate Degree | Life Sciences | Male | Manufacturing Director | Satisfied | Divorced | 5993 | 1 | 18 | 3 | 7 | 2 | 4 | 7 | 5 | 0 |
| 61 | Current | 32 | Travel_Rarely | Research & Development | Undergraduate Degree | Medical | Male | Manufacturing Director | Very Satisfied | Married | 6162 | 1 | 22 | 4 | 9 | 3 | 3 | 9 | 8 | 7 |
| 62 | Current | 38 | Travel_Frequently | Research & Development | Doctorate | Life Sciences | Female | Laboratory Technician | Very Satisfied | Single | 2406 | 1 | 11 | 3 | 10 | 2 | 3 | 10 | 3 | 9 |
| 63 | Current | 50 | Travel_Rarely | Research & Development | Associate Degree | Medical | Female | Research Director | Satisfied | Divorced | 18740 | 5 | 12 | 3 | 29 | 2 | 2 | 17 | 3 | 13 |
| 64 | Current | 59 | Travel_Rarely | Sales | Undergraduate Degree | Life Sciences | Female | Sales Executive | Unsatisfied | Single | 7637 | 7 | 11 | 3 | 28 | 3 | 2 | 21 | 16 | 7 |
| 65 | Current | 36 | Travel_Rarely | Research & Development | Undergraduate Degree | Technical Degree | Female | Healthcare Representative | Satisfied | Divorced | 10096 | 1 | 13 | 3 | 17 | 2 | 3 | 17 | 14 | 12 |
| 66 | Current | 55 | Travel_Rarely | Research & Development | Undergraduate Degree | Medical | Female | Manager | Satisfied | Divorced | 14756 | 2 | 14 | 3 | 21 | 2 | 3 | 5 | 0 | 0 |
| 67 | Current | 36 | Travel_Frequently | Research & Development | Undergraduate Degree | Life Sciences | Male | Manufacturing Director | Somewhat Satisfied | Single | 6499 | 1 | 13 | 3 | 6 | 3 | 3 | 6 | 5 | 0 |
| 68 | Current | 45 | Travel_Rarely | Research & Development | Undergraduate Degree | Life Sciences | Male | Research Scientist | Unsatisfied | Divorced | 9724 | 2 | 17 | 1 | 25 | 2 | 3 | 1 | 0 | 0 |
| 69 | Current | 35 | Travel_Frequently | Research & Development | Undergraduate Degree | Medical | Male | Research Scientist | Unsatisfied | Married | 2194 | 4 | 13 | 1 | 5 | 2 | 2 | 3 | 2 | 1 |
| 70 | Former | 36 | Travel_Rarely | Research & Development | Undergraduate Degree | Medical | Male | Research Scientist | Satisfied | Married | 3388 | 0 | 17 | 3 | 2 | 0 | 2 | 1 | 0 | 0 |
| 71 | Current | 59 | Travel_Frequently | Sales | High School or Equivalent | Life Sciences | Female | Sales Executive | Satisfied | Single | 5473 | 7 | 11 | 3 | 20 | 2 | 2 | 4 | 3 | 1 |
| 72 | Current | 29 | Travel_Rarely | Research & Development | Undergraduate Degree | Life Sciences | Male | Research Scientist | Somewhat Satisfied | Married | 2703 | 0 | 23 | 2 | 6 | 3 | 3 | 5 | 4 | 0 |
| 73 | Current | 31 | Travel_Rarely | Research & Development | Graduate Degree | Medical | Male | Research Scientist | Somewhat Satisfied | Single | 2501 | 1 | 17 | 3 | 1 | 4 | 3 | 1 | 1 | 1 |
| 74 | Current | 32 | Travel_Rarely | Research & Development | Undergraduate Degree | Life Sciences | Male | Research Scientist | Somewhat Satisfied | Married | 6220 | 1 | 17 | 3 | 10 | 3 | 3 | 10 | 4 | 0 |
| 75 | Current | 36 | Travel_Rarely | Research & Development | Undergraduate Degree | Life Sciences | Female | Laboratory Technician | Very Satisfied | Married | 3038 | 3 | 12 | 3 | 5 | 3 | 3 | 1 | 0 | 0 |
| 76 | Current | 31 | Travel_Rarely | Research & Development | Graduate Degree | Life Sciences | Female | Manufacturing Director | Very Satisfied | Single | 4424 | 1 | 23 | 4 | 11 | 2 | 3 | 11 | 7 | 1 |
| 77 | Current | 35 | Travel_Rarely | Sales | Graduate Degree | Marketing | Male | Sales Executive | Unsatisfied | Single | 4312 | 0 | 14 | 3 | 16 | 2 | 3 | 15 | 13 | 2 |
| 78 | Current | 45 | Travel_Rarely | Research & Development | Graduate Degree | Other | Male | Research Director | Unsatisfied | Married | 13245 | 4 | 14 | 3 | 17 | 3 | 4 | 0 | 0 | 0 |
| 79 | Current | 37 | Travel_Rarely | Research & Development | Graduate Degree | Medical | Male | Research Director | Satisfied | Single | 13664 | 4 | 13 | 3 | 16 | 3 | 4 | 5 | 2 | 0 |
| 80 | Current | 46 | Travel_Rarely | Human Resources | Associate Degree | Medical | Male | Human Resources | Somewhat Satisfied | Divorced | 5021 | 8 | 22 | 4 | 16 | 2 | 3 | 4 | 2 | 0 |
| 81 | Current | 30 | Travel_Rarely | Research & Development | High School or Equivalent | Life Sciences | Male | Laboratory Technician | Very Satisfied | Married | 5126 | 1 | 12 | 3 | 10 | 1 | 2 | 10 | 8 | 3 |
| 82 | Current | 35 | Travel_Rarely | Research & Development | Undergraduate Degree | Medical | Male | Research Scientist | Satisfied | Single | 2859 | 1 | 18 | 3 | 6 | 3 | 3 | 6 | 4 | 0 |
| 83 | Current | 55 | Travel_Rarely | Sales | Associate Degree | Life Sciences | Male | Sales Executive | Very Satisfied | Married | 10239 | 3 | 14 | 3 | 24 | 4 | 3 | 1 | 0 | 1 |
