Age BusinessTravel Department DistanceFromHome Education Gender JobLevel JobRole JobSatisfaction MaritalStatus MonthlyIncome OverTime PercentSalaryHike PerformanceRating StockOptionLevel TotalWorkingYears YearsAtCompany YearsSinceLastPromotion Attrition continuous discrete discrete continuous discrete discrete continuous discrete continuous discrete continuous discrete continuous continuous discrete continuous continuous continuous discrete class 41.0 Travel_Rarely Sales 1.0 2.0 Female 2.0 Sales Executive 4.0 Single 5993.0 Yes 11.0 3.0 0.0 8.0 6.0 0.0 Yes 49.0 Travel_Frequently Research & Development 8.0 1.0 Male 2.0 Research Scientist 2.0 Married 5130.0 No 23.0 4.0 1.0 10.0 10.0 1.0 No 37.0 Travel_Rarely Research & Development 2.0 2.0 Male 1.0 Laboratory Technician 3.0 Single 2090.0 Yes 15.0 3.0 0.0 7.0 0.0 0.0 Yes 33.0 Travel_Frequently Research & Development 3.0 4.0 Female 1.0 Research Scientist 3.0 Married 2909.0 Yes 11.0 3.0 0.0 8.0 8.0 3.0 No 27.0 Travel_Rarely Research & Development 2.0 1.0 Male 1.0 Laboratory Technician 2.0 Married 3468.0 No 12.0 3.0 1.0 6.0 2.0 2.0 No 32.0 Travel_Frequently Research & Development 2.0 2.0 Male 1.0 Laboratory Technician 4.0 Single 3068.0 No 13.0 3.0 0.0 8.0 7.0 3.0 No 59.0 Travel_Rarely Research & Development 3.0 3.0 Female 1.0 Laboratory Technician 1.0 Married 2670.0 Yes 20.0 4.0 3.0 12.0 1.0 0.0 No 30.0 Travel_Rarely Research & Development 24.0 1.0 Male 1.0 Laboratory Technician 3.0 Divorced 2693.0 No 22.0 4.0 1.0 1.0 1.0 0.0 No 38.0 Travel_Frequently Research & Development 23.0 3.0 Male 3.0 Manufacturing Director 3.0 Single 9526.0 No 21.0 4.0 0.0 10.0 9.0 1.0 No 36.0 Travel_Rarely Research & Development 27.0 3.0 Male 2.0 Healthcare Representative 3.0 Married 5237.0 No 13.0 3.0 2.0 17.0 7.0 7.0 No 35.0 Travel_Rarely Research & Development 16.0 3.0 Male 1.0 Laboratory Technician 2.0 Married 2426.0 No 13.0 3.0 1.0 6.0 5.0 0.0 No 29.0 Travel_Rarely Research & Development 15.0 2.0 Female 2.0 Laboratory Technician 3.0 Single 4193.0 Yes 12.0 3.0 0.0 10.0 9.0 0.0 No 31.0 Travel_Rarely Research & Development 26.0 1.0 Male 1.0 Research Scientist 3.0 Divorced 2911.0 No 17.0 3.0 1.0 5.0 5.0 4.0 No 34.0 Travel_Rarely Research & Development 19.0 2.0 Male 1.0 Laboratory Technician 4.0 Divorced 2661.0 No 11.0 3.0 1.0 3.0 2.0 1.0 No 28.0 Travel_Rarely Research & Development 24.0 3.0 Male 1.0 Laboratory Technician 3.0 Single 2028.0 Yes 14.0 3.0 0.0 6.0 4.0 0.0 Yes 29.0 Travel_Rarely Research & Development 21.0 4.0 Female 3.0 Manufacturing Director 1.0 Divorced 9980.0 No 11.0 3.0 1.0 10.0 10.0 8.0 No 32.0 Travel_Rarely Research & Development 5.0 2.0 Male 1.0 Research Scientist 2.0 Divorced 3298.0 Yes 12.0 3.0 2.0 7.0 6.0 0.0 No 22.0 Non-Travel Research & Development 16.0 2.0 Male 1.0 Laboratory Technician 4.0 Divorced 2935.0 Yes 13.0 3.0 2.0 1.0 1.0 0.0 No 53.0 Travel_Rarely Sales 2.0 4.0 Female 4.0 Manager 4.0 Married 15427.0 No 16.0 3.0 0.0 31.0 25.0 3.0 No 38.0 Travel_Rarely Research & Development 2.0 3.0 Male 1.0 Research Scientist 4.0 Single 3944.0 Yes 11.0 3.0 0.0 6.0 3.0 1.0 No 24.0 Non-Travel Research & Development 11.0 2.0 Female 2.0 Manufacturing Director 3.0 Divorced 4011.0 No 18.0 3.0 1.0 5.0 4.0 1.0 No 36.0 Travel_Rarely Sales 9.0 4.0 Male 1.0 Sales Representative 1.0 Single 3407.0 No 23.0 4.0 0.0 10.0 5.0 0.0 Yes 34.0 Travel_Rarely Research & Development 7.0 4.0 Female 3.0 Research Director 2.0 Single 11994.0 No 11.0 3.0 0.0 13.0 12.0 2.0 No 21.0 Travel_Rarely Research & Development 15.0 2.0 Male 1.0 Research Scientist 4.0 Single 1232.0 No 14.0 3.0 0.0 0.0 0.0 0.0 No 34.0 Travel_Rarely Research & Development 6.0 1.0 Male 1.0 Research Scientist 1.0 Single 2960.0 No 11.0 3.0 0.0 8.0 4.0 1.0 Yes 53.0 Travel_Rarely Research & Development 5.0 3.0 Female 5.0 Manager 3.0 Divorced 19094.0 No 11.0 3.0 1.0 26.0 14.0 4.0 No 32.0 Travel_Frequently Research & Development 16.0 1.0 Female 1.0 Research Scientist 1.0 Single 3919.0 Yes 22.0 4.0 0.0 10.0 10.0 6.0 Yes 42.0 Travel_Rarely Sales 8.0 4.0 Male 2.0 Sales Executive 2.0 Married 6825.0 No 11.0 3.0 1.0 10.0 9.0 4.0 No 44.0 Travel_Rarely Research & Development 7.0 4.0 Female 3.0 Healthcare Representative 4.0 Married 10248.0 No 14.0 3.0 1.0 24.0 22.0 5.0 No 46.0 Travel_Rarely Sales 2.0 4.0 Female 5.0 Manager 1.0 Single 18947.0 No 12.0 3.0 0.0 22.0 2.0 2.0 No 33.0 Travel_Rarely Research & Development 2.0 3.0 Male 1.0 Laboratory Technician 4.0 Single 2496.0 No 11.0 3.0 0.0 7.0 1.0 0.0 No 44.0 Travel_Rarely Research & Development 10.0 4.0 Male 2.0 Healthcare Representative 4.0 Married 6465.0 Yes 13.0 3.0 0.0 9.0 4.0 1.0 No 30.0 Travel_Rarely Research & Development 9.0 2.0 Male 1.0 Laboratory Technician 3.0 Single 2206.0 No 13.0 3.0 0.0 10.0 10.0 1.0 No 39.0 Travel_Rarely Sales 5.0 3.0 Male 2.0 Sales Representative 4.0 Married 2086.0 No 14.0 3.0 1.0 19.0 1.0 0.0 Yes 24.0 Travel_Rarely Research & Development 1.0 3.0 Male 1.0 Research Scientist 4.0 Married 2293.0 Yes 16.0 3.0 1.0 6.0 2.0 2.0 Yes 43.0 Travel_Rarely Research & Development 2.0 2.0 Female 1.0 Research Scientist 3.0 Divorced 2645.0 No 12.0 3.0 2.0 6.0 5.0 1.0 No 50.0 Travel_Rarely Sales 3.0 2.0 Male 1.0 Sales Representative 3.0 Married 2683.0 Yes 14.0 3.0 0.0 3.0 3.0 0.0 Yes 35.0 Travel_Rarely Sales 2.0 3.0 Female 1.0 Sales Representative 4.0 Married 2014.0 No 13.0 3.0 0.0 2.0 2.0 2.0 No 36.0 Travel_Rarely Research & Development 5.0 4.0 Female 1.0 Research Scientist 1.0 Married 3419.0 Yes 14.0 3.0 1.0 6.0 1.0 0.0 No 33.0 Travel_Frequently Sales 1.0 3.0 Female 2.0 Sales Executive 1.0 Married 5376.0 No 19.0 3.0 2.0 10.0 5.0 1.0 No 35.0 Travel_Rarely Research & Development 4.0 2.0 Male 1.0 Laboratory Technician 4.0 Divorced 1951.0 No 12.0 3.0 1.0 1.0 1.0 0.0 No 27.0 Travel_Rarely Research & Development 2.0 4.0 Female 1.0 Laboratory Technician 1.0 Divorced 2341.0 No 13.0 3.0 1.0 1.0 1.0 0.0 No 26.0 Travel_Rarely Research & Development 25.0 3.0 Male 1.0 Laboratory Technician 3.0 Single 2293.0 No 12.0 3.0 0.0 1.0 1.0 0.0 Yes 27.0 Travel_Frequently Sales 8.0 3.0 Male 3.0 Sales Executive 3.0 Single 8726.0 No 15.0 3.0 0.0 9.0 9.0 1.0 No 30.0 Travel_Frequently Research & Development 1.0 2.0 Female 2.0 Laboratory Technician 4.0 Single 4011.0 No 23.0 4.0 0.0 12.0 12.0 3.0 No 41.0 Travel_Rarely Research & Development 12.0 3.0 Female 5.0 Research Director 3.0 Married 19545.0 No 12.0 3.0 0.0 23.0 22.0 15.0 Yes 34.0 Non-Travel Sales 23.0 4.0 Male 2.0 Sales Executive 3.0 Single 4568.0 No 20.0 4.0 0.0 10.0 9.0 8.0 No 37.0 Travel_Rarely Research & Development 19.0 2.0 Male 1.0 Research Scientist 2.0 Married 3022.0 No 21.0 4.0 0.0 8.0 1.0 0.0 No 46.0 Travel_Frequently Sales 5.0 4.0 Male 2.0 Sales Executive 4.0 Single 5772.0 Yes 21.0 4.0 0.0 14.0 9.0 0.0 No 35.0 Travel_Rarely Research & Development 8.0 1.0 Male 1.0 Laboratory Technician 4.0 Married 2269.0 No 19.0 3.0 0.0 1.0 1.0 0.0 No 48.0 Travel_Rarely Research & Development 1.0 2.0 Male 3.0 Laboratory Technician 3.0 Single 5381.0 Yes 13.0 3.0 0.0 23.0 1.0 0.0 Yes 28.0 Travel_Rarely Research & Development 5.0 4.0 Male 1.0 Laboratory Technician 3.0 Single 3441.0 Yes 13.0 3.0 0.0 2.0 2.0 2.0 Yes 44.0 Travel_Rarely Sales 1.0 5.0 Female 2.0 Sales Executive 1.0 Divorced 5454.0 Yes 21.0 4.0 1.0 9.0 4.0 1.0 No 35.0 Non-Travel Research & Development 11.0 2.0 Male 3.0 Healthcare Representative 1.0 Married 9884.0 Yes 13.0 3.0 1.0 10.0 4.0 2.0 No 26.0 Travel_Rarely Sales 23.0 3.0 Female 2.0 Sales Executive 4.0 Married 4157.0 Yes 19.0 3.0 1.0 5.0 2.0 0.0 No 33.0 Travel_Frequently Research & Development 1.0 2.0 Female 3.0 Research Director 4.0 Single 13458.0 Yes 12.0 3.0 0.0 15.0 15.0 8.0 No 35.0 Travel_Frequently Sales 18.0 5.0 Male 3.0 Sales Executive 1.0 Married 9069.0 No 22.0 4.0 1.0 9.0 9.0 1.0 No 35.0 Travel_Rarely Research & Development 23.0 4.0 Female 1.0 Laboratory Technician 1.0 Married 4014.0 Yes 15.0 3.0 1.0 4.0 2.0 2.0 No 31.0 Travel_Rarely Research & Development 7.0 4.0 Male 2.0 Laboratory Technician 4.0 Divorced 5915.0 No 22.0 4.0 1.0 10.0 7.0 1.0 No 37.0 Travel_Rarely Research & Development 1.0 4.0 Male 2.0 Manufacturing Director 3.0 Divorced 5993.0 No 18.0 3.0 1.0 7.0 7.0 0.0 No 32.0 Travel_Rarely Research & Development 1.0 3.0 Male 2.0 Manufacturing Director 4.0 Married 6162.0 Yes 22.0 4.0 1.0 9.0 9.0 7.0 No 38.0 Travel_Frequently Research & Development 29.0 5.0 Female 2.0 Laboratory Technician 4.0 Single 2406.0 No 11.0 3.0 0.0 10.0 10.0 9.0 No 50.0 Travel_Rarely Research & Development 7.0 2.0 Female 5.0 Research Director 3.0 Divorced 18740.0 Yes 12.0 3.0 1.0 29.0 27.0 13.0 No 59.0 Travel_Rarely Sales 25.0 3.0 Female 3.0 Sales Executive 1.0 Single 7637.0 No 11.0 3.0 0.0 28.0 21.0 7.0 No 36.0 Travel_Rarely Research & Development 8.0 3.0 Female 3.0 Healthcare Representative 3.0 Divorced 10096.0 No 13.0 3.0 3.0 17.0 17.0 12.0 No 55.0 Travel_Rarely Research & Development 8.0 3.0 Female 4.0 Manager 3.0 Divorced 14756.0 Yes 14.0 3.0 3.0 21.0 5.0 0.0 No 36.0 Travel_Frequently Research & Development 11.0 3.0 Male 2.0 Manufacturing Director 2.0 Single 6499.0 No 13.0 3.0 0.0 6.0 6.0 0.0 No 45.0 Travel_Rarely Research & Development 7.0 3.0 Male 3.0 Research Scientist 1.0 Divorced 9724.0 No 17.0 3.0 1.0 25.0 1.0 0.0 No 35.0 Travel_Frequently Research & Development 1.0 3.0 Male 1.0 Research Scientist 1.0 Married 2194.0 No 13.0 3.0 1.0 5.0 3.0 1.0 No 36.0 Travel_Rarely Research & Development 9.0 3.0 Male 1.0 Research Scientist 3.0 Married 3388.0 Yes 17.0 3.0 1.0 2.0 1.0 0.0 Yes 59.0 Travel_Frequently Sales 1.0 1.0 Female 2.0 Sales Executive 3.0 Single 5473.0 No 11.0 3.0 0.0 20.0 4.0 1.0 No 29.0 Travel_Rarely Research & Development 2.0 3.0 Male 1.0 Research Scientist 2.0 Married 2703.0 No 23.0 4.0 1.0 6.0 5.0 0.0 No 31.0 Travel_Rarely Research & Development 1.0 4.0 Male 1.0 Research Scientist 2.0 Single 2501.0 No 17.0 3.0 0.0 1.0 1.0 1.0 No 32.0 Travel_Rarely Research & Development 1.0 3.0 Male 2.0 Research Scientist 2.0 Married 6220.0 No 17.0 3.0 2.0 10.0 10.0 0.0 No 36.0 Travel_Rarely Research & Development 6.0 3.0 Female 1.0 Laboratory Technician 4.0 Married 3038.0 No 12.0 3.0 0.0 5.0 1.0 0.0 No 31.0 Travel_Rarely Research & Development 8.0 4.0 Female 2.0 Manufacturing Director 4.0 Single 4424.0 No 23.0 4.0 0.0 11.0 11.0 1.0 No 35.0 Travel_Rarely Sales 1.0 4.0 Male 2.0 Sales Executive 1.0 Single 4312.0 No 14.0 3.0 0.0 16.0 15.0 2.0 No 45.0 Travel_Rarely Research & Development 6.0 4.0 Male 3.0 Research Director 1.0 Married 13245.0 Yes 14.0 3.0 0.0 17.0 0.0 0.0 No 37.0 Travel_Rarely Research & Development 7.0 4.0 Male 3.0 Research Director 3.0 Single 13664.0 No 13.0 3.0 0.0 16.0 5.0 0.0 No 46.0 Travel_Rarely Human Resources 5.0 2.0 Male 2.0 Human Resources 2.0 Divorced 5021.0 Yes 22.0 4.0 1.0 16.0 4.0 0.0 No 30.0 Travel_Rarely Research & Development 1.0 1.0 Male 2.0 Laboratory Technician 4.0 Married 5126.0 Yes 12.0 3.0 2.0 10.0 10.0 3.0 No 35.0 Travel_Rarely Research & Development 1.0 3.0 Male 1.0 Research Scientist 3.0 Single 2859.0 No 18.0 3.0 0.0 6.0 6.0 0.0 No 55.0 Travel_Rarely Sales 1.0 2.0 Male 3.0 Sales Executive 4.0 Married 10239.0 No 14.0 3.0 1.0 24.0 1.0 1.0 No 38.0 Non-Travel Research & Development 6.0 3.0 Female 2.0 Research Scientist 4.0 Divorced 5329.0 Yes 12.0 3.0 3.0 17.0 13.0 1.0 No 34.0 Travel_Rarely Research & Development 1.0 2.0 Male 2.0 Manufacturing Director 2.0 Married 4325.0 No 15.0 3.0 0.0 5.0 5.0 1.0 No 56.0 Travel_Rarely Research & Development 7.0 3.0 Male 3.0 Manufacturing Director 4.0 Single 7260.0 No 11.0 3.0 0.0 37.0 6.0 0.0 No 23.0 Travel_Rarely Sales 2.0 1.0 Male 1.0 Sales Representative 1.0 Divorced 2322.0 No 13.0 3.0 1.0 3.0 0.0 0.0 No 51.0 Travel_Rarely Research & Development 9.0 4.0 Male 1.0 Laboratory Technician 4.0 Married 2075.0 No 23.0 4.0 2.0 10.0 4.0 0.0 No 30.0 Travel_Rarely Research & Development 2.0 3.0 Male 2.0 Healthcare Representative 4.0 Married 4152.0 No 19.0 3.0 3.0 11.0 11.0 10.0 No 46.0 Travel_Rarely Sales 9.0 2.0 Male 3.0 Sales Executive 4.0 Single 9619.0 No 16.0 3.0 0.0 9.0 9.0 4.0 Yes 40.0 Travel_Frequently Research & Development 1.0 4.0 Male 4.0 Healthcare Representative 2.0 Married 13503.0 No 22.0 4.0 1.0 22.0 22.0 11.0 No 51.0 Travel_Rarely Sales 21.0 4.0 Male 2.0 Sales Executive 4.0 Single 5441.0 Yes 22.0 4.0 0.0 11.0 10.0 1.0 No 30.0 Travel_Rarely Sales 4.0 2.0 Female 2.0 Sales Executive 2.0 Divorced 5209.0 Yes 12.0 3.0 3.0 11.0 11.0 2.0 No 46.0 Travel_Frequently Research & Development 1.0 3.0 Male 3.0 Healthcare Representative 1.0 Married 10673.0 Yes 13.0 3.0 1.0 21.0 10.0 9.0 No 32.0 Travel_Rarely Sales 6.0 4.0 Male 2.0 Sales Executive 3.0 Single 5010.0 No 16.0 3.0 0.0 12.0 11.0 5.0 No 54.0 Travel_Rarely Research & Development 2.0 4.0 Female 3.0 Research Director 3.0 Married 13549.0 No 12.0 3.0 1.0 16.0 4.0 0.0 No 24.0 Travel_Rarely Sales 3.0 2.0 Female 2.0 Sales Executive 3.0 Married 4999.0 No 21.0 4.0 1.0 4.0 3.0 0.0 No 28.0 Non-Travel Sales 4.0 3.0 Male 2.0 Sales Executive 3.0 Married 4221.0 No 15.0 3.0 0.0 5.0 5.0 0.0 No 58.0 Travel_Rarely Sales 10.0 4.0 Male 4.0 Sales Executive 3.0 Single 13872.0 No 13.0 3.0 0.0 38.0 37.0 1.0 No 44.0 Non-Travel Research & Development 23.0 3.0 Male 2.0 Laboratory Technician 2.0 Married 2042.0 No 12.0 3.0 1.0 17.0 3.0 1.0 No 37.0 Travel_Rarely Human Resources 6.0 4.0 Male 1.0 Human Resources 1.0 Divorced 2073.0 Yes 22.0 4.0 0.0 7.0 3.0 0.0 Yes 32.0 Travel_Rarely Research & Development 1.0 1.0 Male 1.0 Research Scientist 1.0 Single 2956.0 No 13.0 3.0 0.0 1.0 1.0 0.0 No 20.0 Travel_Frequently Research & Development 6.0 3.0 Female 1.0 Laboratory Technician 4.0 Single 2926.0 Yes 18.0 3.0 0.0 1.0 1.0 1.0 Yes 34.0 Travel_Rarely Research & Development 6.0 4.0 Female 2.0 Research Scientist 3.0 Single 4809.0 No 14.0 3.0 0.0 16.0 16.0 2.0 No 37.0 Non-Travel Research & Development 2.0 2.0 Male 2.0 Healthcare Representative 4.0 Divorced 5163.0 No 14.0 3.0 1.0 17.0 1.0 0.0 No 59.0 Non-Travel Human Resources 2.0 4.0 Female 5.0 Manager 4.0 Married 18844.0 No 21.0 4.0 1.0 30.0 3.0 2.0 No 50.0 Travel_Frequently Research & Development 1.0 3.0 Female 5.0 Research Director 2.0 Married 18172.0 Yes 19.0 3.0 0.0 28.0 8.0 0.0 No 25.0 Travel_Rarely Sales 5.0 3.0 Male 2.0 Sales Executive 3.0 Single 5744.0 Yes 11.0 3.0 0.0 6.0 6.0 0.0 Yes 25.0 Travel_Rarely Research & Development 7.0 1.0 Male 1.0 Research Scientist 4.0 Married 2889.0 No 11.0 3.0 2.0 2.0 2.0 2.0 No 22.0 Travel_Rarely Research & Development 15.0 3.0 Female 1.0 Laboratory Technician 4.0 Single 2871.0 No 15.0 3.0 0.0 1.0 0.0 0.0 No 51.0 Travel_Frequently Research & Development 1.0 4.0 Female 3.0 Healthcare Representative 1.0 Single 7484.0 No 20.0 4.0 0.0 23.0 13.0 12.0 No 34.0 Travel_Frequently Research & Development 7.0 3.0 Male 2.0 Laboratory Technician 3.0 Single 6074.0 Yes 24.0 4.0 0.0 9.0 9.0 0.0 Yes 54.0 Non-Travel Human Resources 26.0 3.0 Female 4.0 Manager 4.0 Single 17328.0 Yes 12.0 3.0 0.0 23.0 5.0 4.0 No 24.0 Travel_Rarely Research & Development 18.0 1.0 Male 1.0 Laboratory Technician 3.0 Married 2774.0 No 12.0 3.0 1.0 6.0 5.0 1.0 No 34.0 Travel_Rarely Research & Development 6.0 4.0 Female 2.0 Research Scientist 2.0 Divorced 4505.0 No 15.0 3.0 1.0 12.0 1.0 0.0 No 37.0 Travel_Rarely Sales 3.0 3.0 Male 3.0 Sales Executive 4.0 Single 7428.0 No 12.0 3.0 0.0 12.0 5.0 1.0 No 34.0 Travel_Rarely Research & Development 5.0 3.0 Female 3.0 Manager 1.0 Single 11631.0 No 12.0 3.0 0.0 14.0 11.0 5.0 No 36.0 Travel_Frequently Sales 11.0 2.0 Female 3.0 Sales Executive 4.0 Married 9738.0 No 14.0 3.0 1.0 10.0 9.0 2.0 No 36.0 Travel_Rarely Research & Development 3.0 2.0 Female 1.0 Laboratory Technician 4.0 Divorced 2835.0 No 22.0 4.0 1.0 7.0 1.0 0.0 No 43.0 Travel_Frequently Sales 26.0 2.0 Male 4.0 Manager 4.0 Married 16959.0 Yes 12.0 3.0 2.0 25.0 25.0 4.0 No 30.0 Travel_Frequently Research & Development 23.0 3.0 Male 1.0 Research Scientist 3.0 Divorced 2613.0 No 25.0 4.0 3.0 10.0 10.0 0.0 No 33.0 Non-Travel Sales 22.0 2.0 Male 2.0 Sales Executive 2.0 Married 6146.0 No 13.0 3.0 1.0 8.0 7.0 0.0 No 56.0 Travel_Rarely Research & Development 14.0 4.0 Female 1.0 Research Scientist 2.0 Married 4963.0 Yes 18.0 3.0 3.0 7.0 5.0 4.0 Yes 51.0 Travel_Rarely Research & Development 6.0 3.0 Male 5.0 Research Director 3.0 Single 19537.0 No 13.0 3.0 0.0 23.0 20.0 15.0 No 31.0 Travel_Rarely Sales 6.0 4.0 Male 2.0 Sales Executive 3.0 Married 6172.0 Yes 18.0 3.0 0.0 12.0 7.0 7.0 Yes 26.0 Travel_Rarely Research & Development 6.0 3.0 Female 1.0 Research Scientist 2.0 Married 2368.0 No 19.0 3.0 0.0 5.0 5.0 4.0 No 58.0 Travel_Rarely Research & Development 23.0 4.0 Female 3.0 Healthcare Representative 4.0 Married 10312.0 No 12.0 3.0 1.0 40.0 40.0 15.0 Yes 19.0 Travel_Rarely Sales 22.0 1.0 Male 1.0 Sales Representative 3.0 Single 1675.0 Yes 19.0 3.0 0.0 0.0 0.0 0.0 Yes 22.0 Travel_Rarely Research & Development 2.0 1.0 Male 1.0 Laboratory Technician 4.0 Married 2523.0 No 14.0 3.0 1.0 3.0 2.0 2.0 No 49.0 Travel_Rarely Research & Development 20.0 4.0 Female 2.0 Manufacturing Director 1.0 Married 6567.0 No 14.0 3.0 0.0 16.0 15.0 5.0 No 43.0 Travel_Frequently Research & Development 28.0 3.0 Female 1.0 Research Scientist 3.0 Single 4739.0 No 12.0 3.0 0.0 18.0 3.0 1.0 No 50.0 Travel_Frequently Sales 12.0 3.0 Female 3.0 Sales Executive 4.0 Single 9208.0 No 11.0 3.0 0.0 16.0 2.0 2.0 No 31.0 Travel_Rarely Sales 20.0 3.0 Female 2.0 Sales Executive 3.0 Married 4559.0 Yes 11.0 3.0 1.0 4.0 2.0 2.0 Yes 41.0 Travel_Rarely Sales 9.0 1.0 Male 3.0 Sales Executive 3.0 Divorced 8189.0 Yes 13.0 3.0 1.0 12.0 9.0 0.0 No 26.0 Travel_Rarely Human Resources 25.0 1.0 Female 1.0 Human Resources 3.0 Married 2942.0 No 23.0 4.0 1.0 8.0 8.0 5.0 No 36.0 Travel_Rarely Research & Development 6.0 2.0 Male 2.0 Manufacturing Director 2.0 Divorced 4941.0 No 20.0 4.0 2.0 7.0 3.0 0.0 No 51.0 Travel_Frequently Research & Development 8.0 4.0 Male 3.0 Manufacturing Director 4.0 Single 10650.0 No 15.0 3.0 0.0 18.0 4.0 0.0 Yes 39.0 Travel_Rarely Sales 4.0 4.0 Female 2.0 Sales Executive 3.0 Married 5902.0 No 14.0 3.0 1.0 17.0 15.0 5.0 No 25.0 Travel_Rarely Sales 28.0 3.0 Male 2.0 Sales Executive 3.0 Married 8639.0 No 18.0 3.0 0.0 6.0 2.0 2.0 No 30.0 Travel_Rarely Human Resources 9.0 3.0 Male 2.0 Human Resources 4.0 Married 6347.0 Yes 19.0 3.0 0.0 12.0 11.0 4.0 No 32.0 Travel_Rarely Research & Development 9.0 3.0 Female 1.0 Laboratory Technician 1.0 Single 4200.0 No 22.0 4.0 0.0 10.0 5.0 0.0 Yes 45.0 Travel_Rarely Research & Development 29.0 3.0 Male 1.0 Research Scientist 4.0 Single 3452.0 No 13.0 3.0 0.0 9.0 6.0 0.0 No 38.0 Travel_Rarely Research & Development 3.0 5.0 Female 2.0 Research Scientist 3.0 Single 4317.0 Yes 20.0 4.0 0.0 19.0 3.0 2.0 No 30.0 Travel_Rarely Research & Development 18.0 3.0 Female 1.0 Research Scientist 3.0 Single 2632.0 No 14.0 3.0 0.0 5.0 5.0 0.0 No 32.0 Travel_Frequently Sales 9.0 2.0 Male 2.0 Sales Executive 4.0 Divorced 4668.0 No 17.0 3.0 3.0 9.0 8.0 0.0 No 30.0 Travel_Rarely Research & Development 5.0 3.0 Female 1.0 Research Scientist 1.0 Divorced 3204.0 No 14.0 3.0 1.0 8.0 3.0 2.0 No 30.0 Travel_Rarely Research & Development 2.0 1.0 Male 1.0 Laboratory Technician 4.0 Single 2720.0 No 13.0 3.0 0.0 6.0 5.0 1.0 No 41.0 Travel_Frequently Research & Development 10.0 3.0 Male 4.0 Manager 1.0 Divorced 17181.0 No 13.0 3.0 1.0 21.0 7.0 7.0 No 41.0 Travel_Rarely Research & Development 9.0 4.0 Male 1.0 Laboratory Technician 1.0 Married 2238.0 No 21.0 4.0 1.0 7.0 5.0 1.0 No 19.0 Travel_Rarely Research & Development 3.0 1.0 Female 1.0 Laboratory Technician 2.0 Single 1483.0 No 14.0 3.0 0.0 1.0 1.0 0.0 No 40.0 Travel_Frequently Research & Development 26.0 3.0 Female 2.0 Research Scientist 2.0 Divorced 5605.0 No 11.0 3.0 1.0 20.0 20.0 2.0 No 35.0 Travel_Rarely Sales 1.0 5.0 Male 3.0 Sales Executive 2.0 Married 7295.0 No 13.0 3.0 2.0 10.0 10.0 0.0 No 53.0 Travel_Rarely Sales 6.0 2.0 Male 2.0 Sales Representative 3.0 Married 2306.0 Yes 20.0 4.0 1.0 13.0 7.0 4.0 No 45.0 Travel_Rarely Research & Development 9.0 3.0 Male 2.0 Laboratory Technician 2.0 Divorced 2348.0 No 18.0 3.0 1.0 20.0 17.0 0.0 No 32.0 Travel_Frequently Sales 8.0 3.0 Female 3.0 Sales Executive 4.0 Single 8998.0 No 14.0 3.0 0.0 9.0 9.0 3.0 No 29.0 Non-Travel Research & Development 1.0 1.0 Male 2.0 Manufacturing Director 3.0 Married 4319.0 No 13.0 3.0 1.0 10.0 10.0 0.0 No 51.0 Travel_Rarely Research & Development 7.0 4.0 Male 2.0 Manufacturing Director 3.0 Married 6132.0 No 17.0 3.0 0.0 10.0 1.0 0.0 No 58.0 Travel_Rarely Research & Development 9.0 3.0 Female 1.0 Research Scientist 2.0 Married 3346.0 Yes 20.0 4.0 1.0 9.0 1.0 0.0 No 40.0 Travel_Rarely Sales 4.0 4.0 Male 3.0 Sales Executive 4.0 Married 10855.0 No 11.0 3.0 1.0 15.0 12.0 2.0 No 34.0 Travel_Frequently Sales 2.0 4.0 Female 1.0 Sales Representative 3.0 Married 2231.0 No 18.0 3.0 1.0 6.0 4.0 1.0 No 22.0 Travel_Rarely Research & Development 19.0 1.0 Male 1.0 Research Scientist 4.0 Married 2323.0 No 24.0 4.0 2.0 2.0 2.0 2.0 No 27.0 Non-Travel Research & Development 9.0 3.0 Male 1.0 Research Scientist 2.0 Divorced 2024.0 No 18.0 3.0 1.0 6.0 2.0 2.0 No 28.0 Travel_Rarely Research & Development 21.0 3.0 Male 1.0 Research Scientist 4.0 Married 2713.0 No 11.0 3.0 1.0 5.0 5.0 0.0 No 57.0 Travel_Rarely Research & Development 24.0 2.0 Male 3.0 Healthcare Representative 4.0 Divorced 9439.0 Yes 16.0 3.0 1.0 12.0 5.0 1.0 No 27.0 Non-Travel Research & Development 3.0 3.0 Male 1.0 Research Scientist 3.0 Divorced 2566.0 Yes 15.0 3.0 1.0 1.0 1.0 0.0 No 50.0 Travel_Rarely Research & Development 11.0 3.0 Female 5.0 Manager 2.0 Single 19926.0 No 15.0 3.0 0.0 21.0 5.0 4.0 No 41.0 Travel_Rarely Research & Development 14.0 3.0 Male 1.0 Research Scientist 3.0 Divorced 2451.0 No 12.0 3.0 1.0 13.0 9.0 1.0 No 30.0 Travel_Rarely Sales 5.0 3.0 Female 3.0 Sales Executive 4.0 Married 9419.0 No 12.0 3.0 1.0 12.0 10.0 7.0 No 38.0 Travel_Rarely Sales 1.0 4.0 Female 2.0 Sales Executive 4.0 Single 8686.0 No 22.0 4.0 0.0 12.0 8.0 0.0 No 32.0 Travel_Rarely Research & Development 6.0 5.0 Male 1.0 Research Scientist 3.0 Single 3038.0 No 20.0 4.0 0.0 8.0 5.0 1.0 No 27.0 Travel_Rarely Research & Development 17.0 3.0 Male 1.0 Research Scientist 2.0 Married 3058.0 Yes 16.0 3.0 1.0 6.0 5.0 1.0 No 19.0 Travel_Frequently Sales 1.0 1.0 Female 1.0 Sales Representative 1.0 Single 2325.0 No 21.0 4.0 0.0 1.0 0.0 0.0 Yes 36.0 Travel_Frequently Research & Development 3.0 2.0 Male 1.0 Laboratory Technician 2.0 Single 2088.0 No 12.0 3.0 0.0 13.0 8.0 7.0 No 30.0 Non-Travel Research & Development 9.0 3.0 Male 2.0 Laboratory Technician 1.0 Divorced 3072.0 No 11.0 3.0 2.0 12.0 12.0 6.0 No 45.0 Travel_Rarely Sales 4.0 2.0 Female 2.0 Sales Executive 1.0 Divorced 5006.0 Yes 11.0 3.0 1.0 9.0 5.0 0.0 No 56.0 Travel_Rarely Research & Development 8.0 3.0 Female 1.0 Research Scientist 1.0 Divorced 4257.0 Yes 18.0 3.0 1.0 19.0 2.0 2.0 No 33.0 Travel_Rarely Research & Development 2.0 3.0 Male 1.0 Research Scientist 4.0 Single 2500.0 No 14.0 3.0 0.0 4.0 3.0 0.0 No 19.0 Travel_Rarely Research & Development 2.0 3.0 Male 1.0 Laboratory Technician 4.0 Single 1102.0 No 22.0 4.0 0.0 1.0 1.0 1.0 Yes 46.0 Travel_Rarely Sales 1.0 2.0 Female 3.0 Sales Executive 1.0 Divorced 10453.0 No 25.0 4.0 3.0 24.0 24.0 15.0 No 38.0 Travel_Rarely Research & Development 9.0 2.0 Female 1.0 Laboratory Technician 4.0 Single 2288.0 No 12.0 3.0 0.0 2.0 2.0 2.0 No 31.0 Travel_Rarely Research & Development 12.0 1.0 Female 1.0 Research Scientist 4.0 Married 3929.0 Yes 23.0 4.0 1.0 7.0 4.0 0.0 No 34.0 Travel_Rarely Research & Development 27.0 2.0 Female 1.0 Research Scientist 2.0 Single 2311.0 No 15.0 3.0 0.0 9.0 3.0 1.0 No 41.0 Travel_Rarely Sales 20.0 2.0 Female 1.0 Sales Representative 2.0 Single 3140.0 Yes 22.0 4.0 0.0 4.0 4.0 0.0 Yes 50.0 Travel_Rarely Research & Development 1.0 3.0 Male 1.0 Laboratory Technician 3.0 Married 3690.0 No 15.0 3.0 1.0 5.0 3.0 0.0 No 53.0 Travel_Rarely Research & Development 13.0 2.0 Female 2.0 Manufacturing Director 1.0 Divorced 4450.0 No 11.0 3.0 2.0 5.0 4.0 1.0 No 33.0 Travel_Rarely Research & Development 14.0 3.0 Female 1.0 Research Scientist 2.0 Married 2756.0 No 13.0 3.0 1.0 8.0 8.0 1.0 No 40.0 Travel_Rarely Research & Development 4.0 1.0 Female 5.0 Manager 3.0 Married 19033.0 No 14.0 3.0 1.0 21.0 20.0 9.0 No 55.0 Travel_Rarely Research & Development 14.0 4.0 Male 5.0 Research Director 2.0 Single 18722.0 No 11.0 3.0 0.0 36.0 24.0 2.0 No 34.0 Travel_Frequently Research & Development 2.0 1.0 Male 2.0 Manufacturing Director 3.0 Married 9547.0 No 17.0 3.0 0.0 10.0 10.0 1.0 No 51.0 Travel_Rarely Research & Development 3.0 3.0 Female 4.0 Healthcare Representative 2.0 Single 13734.0 No 18.0 3.0 0.0 21.0 7.0 1.0 No 52.0 Travel_Rarely Research & Development 1.0 4.0 Male 5.0 Manager 3.0 Married 19999.0 No 14.0 3.0 1.0 34.0 33.0 11.0 No 27.0 Travel_Rarely Research & Development 9.0 3.0 Female 1.0 Research Scientist 2.0 Single 2279.0 No 16.0 3.0 0.0 7.0 7.0 0.0 No 35.0 Travel_Rarely Research & Development 23.0 2.0 Male 2.0 Manufacturing Director 3.0 Married 5916.0 Yes 13.0 3.0 0.0 8.0 1.0 0.0 Yes 43.0 Non-Travel Research & Development 7.0 3.0 Male 1.0 Research Scientist 4.0 Divorced 2089.0 No 14.0 3.0 3.0 7.0 5.0 2.0 No 45.0 Non-Travel Research & Development 2.0 2.0 Male 4.0 Manager 4.0 Married 16792.0 No 23.0 4.0 1.0 22.0 20.0 11.0 No 37.0 Travel_Rarely Research & Development 21.0 3.0 Male 1.0 Research Scientist 1.0 Married 3564.0 Yes 12.0 3.0 1.0 8.0 8.0 1.0 No 35.0 Travel_Frequently Research & Development 2.0 3.0 Female 2.0 Laboratory Technician 2.0 Single 4425.0 No 11.0 3.0 0.0 10.0 6.0 1.0 No 42.0 Non-Travel Research & Development 21.0 2.0 Female 2.0 Manufacturing Director 3.0 Divorced 5265.0 No 16.0 3.0 1.0 11.0 5.0 0.0 No 38.0 Travel_Rarely Research & Development 2.0 4.0 Male 2.0 Manufacturing Director 3.0 Married 6553.0 No 14.0 3.0 0.0 14.0 1.0 0.0 No 38.0 Travel_Rarely Research & Development 29.0 3.0 Male 2.0 Manufacturing Director 4.0 Married 6261.0 No 18.0 3.0 1.0 9.0 7.0 1.0 No 27.0 Travel_Frequently Research & Development 1.0 1.0 Male 2.0 Manufacturing Director 1.0 Married 4298.0 No 19.0 3.0 1.0 6.0 2.0 2.0 No 49.0 Non-Travel Research & Development 18.0 4.0 Male 2.0 Manufacturing Director 4.0 Divorced 6804.0 Yes 15.0 3.0 2.0 7.0 7.0 1.0 No 34.0 Travel_Frequently Research & Development 10.0 4.0 Male 1.0 Research Scientist 3.0 Divorced 3815.0 Yes 17.0 3.0 1.0 5.0 5.0 2.0 No 40.0 Travel_Rarely Research & Development 19.0 2.0 Male 2.0 Laboratory Technician 4.0 Married 2741.0 Yes 15.0 3.0 1.0 15.0 7.0 3.0 No 38.0 Travel_Rarely Research & Development 29.0 1.0 Male 2.0 Healthcare Representative 1.0 Married 6673.0 Yes 19.0 3.0 0.0 17.0 1.0 0.0 Yes 29.0 Travel_Rarely Sales 27.0 3.0 Female 3.0 Sales Executive 4.0 Married 7639.0 No 22.0 4.0 3.0 10.0 10.0 1.0 Yes 22.0 Travel_Rarely Research & Development 5.0 3.0 Male 1.0 Research Scientist 2.0 Divorced 2328.0 Yes 16.0 3.0 1.0 4.0 4.0 2.0 No 36.0 Travel_Frequently Research & Development 18.0 1.0 Female 1.0 Laboratory Technician 4.0 Single 2153.0 No 13.0 3.0 0.0 8.0 8.0 1.0 No 40.0 Non-Travel Research & Development 9.0 5.0 Male 2.0 Healthcare Representative 4.0 Married 4876.0 No 14.0 3.0 1.0 5.0 3.0 0.0 No 46.0 Travel_Rarely Research & Development 1.0 4.0 Male 3.0 Healthcare Representative 1.0 Divorced 9396.0 No 16.0 3.0 1.0 17.0 4.0 0.0 No 32.0 Travel_Rarely Sales 4.0 4.0 Male 3.0 Sales Executive 4.0 Married 10400.0 No 11.0 3.0 0.0 14.0 14.0 9.0 Yes 30.0 Non-Travel Research & Development 1.0 1.0 Male 3.0 Manufacturing Director 3.0 Single 8474.0 No 22.0 4.0 0.0 12.0 11.0 5.0 No 27.0 Travel_Frequently Sales 20.0 3.0 Female 2.0 Sales Executive 3.0 Single 9981.0 No 14.0 3.0 0.0 7.0 7.0 0.0 No 51.0 Travel_Rarely Research & Development 8.0 4.0 Male 3.0 Research Director 2.0 Married 12490.0 No 16.0 3.0 2.0 16.0 10.0 4.0 No 30.0 Travel_Rarely Research & Development 3.0 3.0 Female 1.0 Research Scientist 1.0 Single 2657.0 Yes 11.0 3.0 0.0 8.0 5.0 0.0 Yes 41.0 Travel_Rarely Sales 6.0 3.0 Female 3.0 Manager 4.0 Single 13591.0 Yes 18.0 3.0 0.0 16.0 1.0 0.0 No 30.0 Travel_Frequently Sales 26.0 4.0 Female 2.0 Sales Executive 1.0 Single 6696.0 No 15.0 3.0 0.0 9.0 6.0 0.0 Yes 29.0 Travel_Rarely Research & Development 1.0 3.0 Male 1.0 Research Scientist 3.0 Single 2058.0 No 14.0 3.0 0.0 7.0 6.0 1.0 Yes 45.0 Non-Travel Sales 6.0 3.0 Female 3.0 Sales Executive 4.0 Single 8865.0 No 12.0 3.0 0.0 23.0 19.0 12.0 No 54.0 Travel_Rarely Sales 3.0 3.0 Female 2.0 Sales Executive 1.0 Married 5940.0 No 14.0 3.0 1.0 16.0 6.0 0.0 No 36.0 Travel_Rarely Research & Development 5.0 2.0 Male 2.0 Laboratory Technician 2.0 Single 5914.0 No 16.0 3.0 0.0 16.0 13.0 3.0 No 33.0 Travel_Rarely Research & Development 4.0 4.0 Female 1.0 Research Scientist 2.0 Married 2622.0 No 21.0 4.0 0.0 7.0 3.0 1.0 No 37.0 Travel_Frequently Research & Development 11.0 3.0 Male 3.0 Research Director 4.0 Divorced 12185.0 Yes 14.0 3.0 3.0 10.0 10.0 0.0 No 38.0 Travel_Rarely Sales 3.0 3.0 Male 3.0 Sales Executive 3.0 Divorced 10609.0 No 12.0 3.0 2.0 17.0 16.0 5.0 No 31.0 Non-Travel Research & Development 1.0 4.0 Male 2.0 Manufacturing Director 3.0 Married 4345.0 No 12.0 3.0 1.0 6.0 5.0 1.0 No 59.0 Travel_Rarely Research & Development 3.0 3.0 Male 1.0 Research Scientist 4.0 Married 2177.0 No 17.0 3.0 1.0 7.0 1.0 0.0 No 37.0 Travel_Frequently Sales 4.0 4.0 Male 1.0 Sales Representative 4.0 Divorced 2793.0 No 17.0 3.0 1.0 13.0 9.0 5.0 No 29.0 Travel_Frequently Sales 1.0 1.0 Female 3.0 Sales Executive 4.0 Married 7918.0 No 14.0 3.0 1.0 11.0 11.0 4.0 No 35.0 Travel_Frequently Sales 1.0 3.0 Female 3.0 Sales Executive 3.0 Single 8789.0 No 14.0 3.0 0.0 10.0 10.0 0.0 No 29.0 Travel_Rarely Research & Development 18.0 1.0 Male 1.0 Research Scientist 4.0 Single 2389.0 Yes 13.0 3.0 0.0 4.0 4.0 0.0 Yes 52.0 Travel_Rarely Research & Development 2.0 3.0 Female 1.0 Laboratory Technician 4.0 Single 3212.0 No 15.0 3.0 0.0 6.0 2.0 2.0 No 42.0 Travel_Rarely Research & Development 4.0 2.0 Male 5.0 Manager 4.0 Married 19232.0 No 11.0 3.0 0.0 22.0 22.0 11.0 No 59.0 Travel_Rarely Human Resources 6.0 2.0 Male 1.0 Human Resources 3.0 Married 2267.0 No 17.0 3.0 0.0 7.0 2.0 2.0 No 50.0 Travel_Rarely Sales 1.0 4.0 Female 5.0 Manager 4.0 Divorced 19517.0 No 11.0 3.0 1.0 32.0 7.0 0.0 No 33.0 Travel_Rarely Research & Development 14.0 3.0 Male 1.0 Laboratory Technician 4.0 Married 2436.0 Yes 13.0 3.0 1.0 8.0 5.0 0.0 Yes 43.0 Travel_Rarely Sales 16.0 3.0 Female 4.0 Manager 4.0 Married 16064.0 Yes 22.0 4.0 1.0 22.0 17.0 1.0 No 33.0 Travel_Rarely Research & Development 2.0 2.0 Female 1.0 Laboratory Technician 1.0 Married 2707.0 No 20.0 4.0 0.0 13.0 9.0 1.0 Yes 52.0 Non-Travel Sales 2.0 4.0 Male 5.0 Manager 3.0 Single 19068.0 Yes 18.0 3.0 0.0 33.0 33.0 15.0 No 32.0 Travel_Rarely Sales 4.0 2.0 Female 1.0 Sales Representative 2.0 Married 3931.0 No 11.0 3.0 1.0 6.0 4.0 1.0 No 32.0 Travel_Rarely Research & Development 1.0 3.0 Male 1.0 Laboratory Technician 3.0 Single 3730.0 Yes 14.0 3.0 0.0 4.0 3.0 1.0 Yes 39.0 Travel_Rarely Research & Development 1.0 4.0 Female 1.0 Laboratory Technician 3.0 Divorced 2232.0 No 14.0 3.0 3.0 7.0 3.0 1.0 No 32.0 Non-Travel Sales 26.0 4.0 Male 2.0 Sales Executive 4.0 Married 4465.0 No 18.0 3.0 0.0 4.0 3.0 2.0 No 41.0 Travel_Rarely Research & Development 19.0 2.0 Male 2.0 Research Scientist 1.0 Divorced 3072.0 No 16.0 3.0 2.0 17.0 1.0 0.0 No 40.0 Travel_Rarely Research & Development 24.0 2.0 Male 2.0 Research Scientist 4.0 Divorced 3319.0 No 17.0 3.0 2.0 9.0 9.0 4.0 No 45.0 Travel_Rarely Research & Development 1.0 3.0 Male 5.0 Manager 4.0 Married 19202.0 No 11.0 3.0 1.0 25.0 24.0 1.0 No 31.0 Travel_Frequently Research & Development 3.0 4.0 Male 3.0 Research Director 3.0 Divorced 13675.0 No 12.0 3.0 1.0 9.0 2.0 2.0 No 33.0 Travel_Rarely Research & Development 5.0 4.0 Female 1.0 Research Scientist 4.0 Married 2911.0 No 13.0 3.0 1.0 2.0 2.0 0.0 No 34.0 Travel_Rarely Research & Development 2.0 4.0 Male 2.0 Manufacturing Director 1.0 Married 5957.0 No 13.0 3.0 1.0 13.0 11.0 5.0 No 37.0 Travel_Rarely Research & Development 1.0 2.0 Female 1.0 Research Scientist 1.0 Married 3920.0 No 14.0 3.0 1.0 17.0 3.0 0.0 No 45.0 Travel_Frequently Research & Development 7.0 4.0 Male 2.0 Manufacturing Director 3.0 Married 6434.0 No 17.0 3.0 1.0 9.0 3.0 0.0 No 37.0 Travel_Frequently Research & Development 10.0 3.0 Male 3.0 Manufacturing Director 3.0 Divorced 10048.0 No 11.0 3.0 2.0 17.0 1.0 0.0 Yes 39.0 Travel_Frequently Research & Development 2.0 4.0 Female 3.0 Healthcare Representative 3.0 Single 10938.0 No 25.0 4.0 0.0 20.0 19.0 11.0 No 29.0 Travel_Rarely Research & Development 15.0 3.0 Male 1.0 Research Scientist 4.0 Single 2340.0 No 19.0 3.0 0.0 6.0 6.0 1.0 No 42.0 Travel_Rarely Research & Development 17.0 2.0 Female 2.0 Research Scientist 1.0 Single 6545.0 Yes 13.0 3.0 0.0 10.0 3.0 0.0 No 29.0 Travel_Rarely Sales 20.0 2.0 Male 2.0 Sales Executive 4.0 Divorced 6931.0 No 14.0 3.0 1.0 10.0 3.0 0.0 No 25.0 Travel_Rarely Research & Development 1.0 3.0 Female 2.0 Manufacturing Director 3.0 Married 4898.0 No 12.0 3.0 2.0 5.0 4.0 1.0 No 42.0 Travel_Rarely Research & Development 2.0 3.0 Female 1.0 Laboratory Technician 1.0 Divorced 2593.0 Yes 11.0 3.0 1.0 10.0 9.0 7.0 No 40.0 Travel_Rarely Research & Development 2.0 2.0 Male 5.0 Research Director 3.0 Divorced 19436.0 No 19.0 3.0 1.0 22.0 21.0 3.0 No 51.0 Travel_Rarely Research & Development 1.0 3.0 Male 1.0 Research Scientist 4.0 Married 2723.0 No 11.0 3.0 0.0 1.0 1.0 0.0 No 31.0 Travel_Frequently Research & Development 29.0 2.0 Male 1.0 Laboratory Technician 2.0 Single 3479.0 No 11.0 3.0 0.0 6.0 5.0 1.0 Yes 32.0 Travel_Frequently Research & Development 7.0 3.0 Male 1.0 Laboratory Technician 2.0 Married 2794.0 No 20.0 4.0 0.0 5.0 5.0 0.0 No 38.0 Non-Travel Sales 2.0 2.0 Male 2.0 Sales Executive 4.0 Married 5249.0 No 18.0 3.0 1.0 13.0 8.0 7.0 No 32.0 Travel_Rarely Research & Development 2.0 1.0 Male 2.0 Laboratory Technician 1.0 Single 2176.0 No 13.0 3.0 0.0 9.0 6.0 0.0 No 46.0 Travel_Rarely Sales 2.0 3.0 Female 4.0 Manager 2.0 Married 16872.0 Yes 12.0 3.0 1.0 28.0 7.0 7.0 No 28.0 Travel_Rarely Research & Development 2.0 4.0 Male 1.0 Laboratory Technician 3.0 Single 3485.0 No 11.0 3.0 0.0 5.0 0.0 0.0 Yes 29.0 Travel_Rarely Sales 2.0 3.0 Male 2.0 Sales Executive 2.0 Married 6644.0 No 19.0 3.0 2.0 10.0 0.0 0.0 No 31.0 Travel_Rarely Research & Development 23.0 3.0 Male 2.0 Healthcare Representative 4.0 Married 5582.0 No 21.0 4.0 1.0 10.0 9.0 7.0 No 25.0 Non-Travel Research & Development 5.0 2.0 Male 2.0 Healthcare Representative 1.0 Divorced 4000.0 No 12.0 3.0 2.0 6.0 6.0 1.0 No 45.0 Travel_Rarely Research & Development 20.0 2.0 Male 4.0 Healthcare Representative 4.0 Married 13496.0 Yes 14.0 3.0 0.0 21.0 20.0 4.0 No 36.0 Travel_Rarely Research & Development 6.0 3.0 Male 1.0 Laboratory Technician 4.0 Married 3210.0 No 11.0 3.0 1.0 16.0 15.0 10.0 No 55.0 Travel_Rarely Research & Development 1.0 3.0 Male 5.0 Manager 1.0 Single 19045.0 Yes 14.0 3.0 0.0 37.0 36.0 4.0 No 47.0 Non-Travel Research & Development 29.0 4.0 Male 3.0 Manager 2.0 Married 11849.0 Yes 12.0 3.0 1.0 10.0 10.0 9.0 Yes 28.0 Travel_Rarely Research & Development 9.0 3.0 Male 1.0 Research Scientist 4.0 Married 2070.0 No 23.0 4.0 1.0 5.0 5.0 0.0 No 37.0 Travel_Rarely Sales 6.0 4.0 Male 2.0 Sales Executive 4.0 Married 6502.0 No 14.0 3.0 1.0 7.0 5.0 0.0 No 21.0 Travel_Rarely Research & Development 3.0 2.0 Male 1.0 Research Scientist 3.0 Single 3230.0 No 17.0 3.0 0.0 3.0 3.0 1.0 No 37.0 Non-Travel Research & Development 1.0 4.0 Female 3.0 Research Director 4.0 Divorced 13603.0 Yes 18.0 3.0 2.0 15.0 5.0 0.0 No 35.0 Travel_Rarely Research & Development 22.0 3.0 Female 3.0 Manager 2.0 Divorced 11996.0 No 18.0 3.0 1.0 10.0 7.0 6.0 No 38.0 Travel_Rarely Sales 7.0 2.0 Female 2.0 Sales Executive 1.0 Divorced 5605.0 Yes 24.0 4.0 1.0 8.0 8.0 7.0 No 26.0 Travel_Frequently Research & Development 1.0 3.0 Female 2.0 Manufacturing Director 2.0 Divorced 6397.0 No 20.0 4.0 1.0 6.0 6.0 1.0 No 50.0 Travel_Rarely Research & Development 4.0 1.0 Male 5.0 Research Director 2.0 Divorced 19144.0 No 14.0 3.0 2.0 28.0 10.0 1.0 No 53.0 Travel_Rarely Research & Development 3.0 4.0 Male 4.0 Research Director 3.0 Married 17584.0 Yes 16.0 3.0 3.0 21.0 5.0 1.0 No 42.0 Travel_Rarely Sales 1.0 1.0 Male 2.0 Sales Executive 3.0 Married 4907.0 No 25.0 4.0 0.0 20.0 20.0 11.0 No 29.0 Travel_Frequently Sales 2.0 2.0 Male 2.0 Sales Executive 4.0 Single 4554.0 No 18.0 3.0 0.0 10.0 10.0 0.0 No 55.0 Travel_Rarely Research & Development 20.0 2.0 Male 2.0 Laboratory Technician 4.0 Married 5415.0 Yes 19.0 3.0 1.0 12.0 10.0 0.0 No 26.0 Travel_Frequently Research & Development 11.0 2.0 Male 2.0 Healthcare Representative 1.0 Married 4741.0 Yes 13.0 3.0 1.0 5.0 5.0 3.0 No 37.0 Travel_Rarely Research & Development 1.0 3.0 Female 1.0 Research Scientist 4.0 Single 2115.0 No 12.0 3.0 0.0 17.0 17.0 5.0 No 44.0 Travel_Frequently Research & Development 24.0 3.0 Male 1.0 Laboratory Technician 3.0 Divorced 3161.0 Yes 22.0 4.0 1.0 19.0 1.0 0.0 Yes 38.0 Travel_Rarely Research & Development 23.0 4.0 Male 2.0 Healthcare Representative 4.0 Divorced 5745.0 No 14.0 3.0 1.0 10.0 2.0 1.0 No 26.0 Travel_Rarely Research & Development 16.0 4.0 Male 1.0 Laboratory Technician 2.0 Divorced 2373.0 Yes 13.0 3.0 1.0 5.0 3.0 0.0 Yes 28.0 Travel_Rarely Research & Development 8.0 2.0 Female 1.0 Research Scientist 4.0 Single 3310.0 No 21.0 4.0 0.0 5.0 5.0 0.0 No 49.0 Travel_Frequently Research & Development 10.0 4.0 Female 5.0 Research Director 1.0 Single 18665.0 Yes 11.0 3.0 0.0 22.0 3.0 1.0 No 36.0 Travel_Rarely Research & Development 3.0 3.0 Male 2.0 Research Scientist 2.0 Single 4485.0 No 12.0 3.0 0.0 10.0 8.0 7.0 No 31.0 Travel_Frequently Sales 5.0 3.0 Female 1.0 Sales Representative 2.0 Divorced 2789.0 No 11.0 3.0 1.0 2.0 2.0 2.0 No 26.0 Travel_Rarely Sales 4.0 4.0 Male 2.0 Sales Executive 4.0 Single 5828.0 Yes 12.0 3.0 0.0 8.0 8.0 7.0 Yes 37.0 Travel_Frequently Research & Development 9.0 3.0 Male 1.0 Research Scientist 4.0 Married 2326.0 Yes 12.0 3.0 3.0 4.0 4.0 1.0 No 42.0 Travel_Frequently Sales 26.0 3.0 Female 4.0 Sales Executive 2.0 Married 13525.0 No 14.0 3.0 1.0 23.0 20.0 4.0 No 18.0 Travel_Rarely Research & Development 3.0 3.0 Male 1.0 Laboratory Technician 3.0 Single 1420.0 No 13.0 3.0 0.0 0.0 0.0 0.0 Yes 35.0 Travel_Rarely Sales 16.0 3.0 Male 3.0 Sales Executive 2.0 Married 8020.0 No 15.0 3.0 2.0 12.0 11.0 6.0 No 36.0 Travel_Frequently Research & Development 18.0 4.0 Male 1.0 Laboratory Technician 4.0 Married 3688.0 No 18.0 3.0 2.0 4.0 1.0 0.0 No 51.0 Travel_Rarely Research & Development 2.0 3.0 Male 2.0 Manufacturing Director 2.0 Divorced 5482.0 No 18.0 3.0 1.0 13.0 4.0 1.0 No 41.0 Travel_Rarely Sales 2.0 4.0 Male 4.0 Manager 2.0 Single 16015.0 No 19.0 3.0 0.0 22.0 22.0 0.0 No 18.0 Travel_Rarely Sales 10.0 3.0 Female 1.0 Sales Representative 3.0 Single 1200.0 No 12.0 3.0 0.0 0.0 0.0 0.0 No 28.0 Travel_Rarely Research & Development 16.0 2.0 Male 2.0 Healthcare Representative 1.0 Single 5661.0 No 19.0 3.0 0.0 9.0 8.0 0.0 No 31.0 Travel_Rarely Sales 7.0 3.0 Male 2.0 Sales Executive 4.0 Married 6929.0 No 11.0 3.0 1.0 10.0 8.0 7.0 No 39.0 Travel_Rarely Research & Development 1.0 3.0 Male 3.0 Healthcare Representative 4.0 Divorced 9613.0 No 17.0 3.0 3.0 19.0 18.0 3.0 No 36.0 Non-Travel Research & Development 24.0 4.0 Female 2.0 Laboratory Technician 2.0 Married 5674.0 No 15.0 3.0 1.0 11.0 9.0 0.0 No 32.0 Travel_Rarely Sales 7.0 3.0 Male 2.0 Sales Executive 3.0 Married 5484.0 No 14.0 3.0 1.0 13.0 13.0 4.0 No 38.0 Travel_Rarely Research & Development 25.0 2.0 Female 3.0 Research Director 2.0 Married 12061.0 No 17.0 3.0 1.0 19.0 10.0 0.0 No 58.0 Non-Travel Research & Development 1.0 4.0 Male 2.0 Healthcare Representative 3.0 Divorced 5660.0 Yes 13.0 3.0 1.0 12.0 5.0 1.0 No 31.0 Travel_Rarely Research & Development 5.0 4.0 Male 1.0 Research Scientist 4.0 Married 4821.0 Yes 12.0 3.0 1.0 6.0 5.0 0.0 No 31.0 Travel_Rarely Human Resources 2.0 3.0 Male 2.0 Human Resources 1.0 Married 6410.0 No 12.0 3.0 0.0 9.0 2.0 1.0 No 45.0 Travel_Frequently Research & Development 7.0 3.0 Male 3.0 Laboratory Technician 1.0 Divorced 5210.0 No 18.0 3.0 1.0 24.0 24.0 9.0 No 31.0 Travel_Rarely Research & Development 2.0 4.0 Male 1.0 Research Scientist 4.0 Divorced 2695.0 Yes 18.0 3.0 1.0 3.0 2.0 2.0 No 33.0 Travel_Frequently Research & Development 5.0 4.0 Female 3.0 Manager 2.0 Married 11878.0 No 11.0 3.0 2.0 12.0 10.0 8.0 No 39.0 Travel_Rarely Research & Development 10.0 1.0 Male 4.0 Manager 1.0 Married 17068.0 Yes 14.0 3.0 0.0 21.0 21.0 11.0 No 43.0 Travel_Frequently Research & Development 10.0 4.0 Female 1.0 Laboratory Technician 4.0 Single 2455.0 No 19.0 3.0 0.0 9.0 8.0 1.0 No 49.0 Travel_Rarely Research & Development 1.0 2.0 Female 4.0 Healthcare Representative 3.0 Single 13964.0 Yes 12.0 3.0 0.0 25.0 7.0 0.0 No 52.0 Travel_Rarely Research & Development 8.0 4.0 Male 2.0 Research Scientist 2.0 Married 4941.0 No 15.0 3.0 0.0 11.0 8.0 7.0 Yes 27.0 Travel_Rarely Research & Development 5.0 3.0 Female 1.0 Research Scientist 2.0 Single 2478.0 Yes 12.0 3.0 0.0 4.0 4.0 1.0 No 32.0 Travel_Rarely Sales 8.0 2.0 Female 2.0 Sales Executive 2.0 Married 5228.0 Yes 11.0 3.0 0.0 13.0 13.0 11.0 No 27.0 Travel_Rarely Sales 2.0 3.0 Male 2.0 Sales Executive 3.0 Single 4478.0 Yes 11.0 3.0 0.0 5.0 5.0 0.0 No 31.0 Travel_Rarely Sales 7.0 3.0 Male 2.0 Sales Executive 4.0 Divorced 7547.0 No 12.0 3.0 3.0 13.0 7.0 1.0 No 32.0 Travel_Rarely Research & Development 2.0 4.0 Female 2.0 Research Scientist 4.0 Single 5055.0 No 16.0 3.0 0.0 10.0 7.0 0.0 No 28.0 Travel_Rarely Research & Development 2.0 4.0 Male 1.0 Research Scientist 4.0 Married 3464.0 Yes 13.0 3.0 0.0 5.0 3.0 2.0 Yes 30.0 Travel_Rarely Research & Development 28.0 2.0 Female 2.0 Research Scientist 4.0 Married 5775.0 No 13.0 3.0 2.0 11.0 10.0 1.0 No 31.0 Travel_Frequently Research & Development 7.0 2.0 Female 3.0 Manufacturing Director 3.0 Married 8943.0 No 24.0 4.0 1.0 10.0 10.0 8.0 No 39.0 Travel_Frequently Research & Development 7.0 2.0 Male 5.0 Manager 4.0 Married 19272.0 No 15.0 3.0 1.0 21.0 21.0 13.0 No 39.0 Travel_Rarely Sales 3.0 2.0 Female 2.0 Sales Executive 3.0 Married 5238.0 Yes 18.0 3.0 0.0 12.0 1.0 0.0 Yes 33.0 Travel_Frequently Sales 10.0 3.0 Male 2.0 Sales Executive 4.0 Single 4682.0 No 14.0 3.0 0.0 9.0 7.0 0.0 No 47.0 Travel_Rarely Research & Development 5.0 5.0 Male 5.0 Research Director 3.0 Married 18300.0 No 11.0 3.0 1.0 21.0 3.0 1.0 No 43.0 Travel_Frequently Research & Development 10.0 4.0 Female 2.0 Laboratory Technician 3.0 Divorced 5257.0 No 11.0 3.0 1.0 9.0 9.0 0.0 No 27.0 Non-Travel Sales 1.0 1.0 Male 2.0 Sales Executive 2.0 Married 6349.0 Yes 13.0 3.0 1.0 6.0 5.0 1.0 No 54.0 Travel_Frequently Research & Development 20.0 4.0 Female 2.0 Research Scientist 3.0 Single 4869.0 No 12.0 3.0 0.0 20.0 4.0 0.0 No 43.0 Travel_Rarely Research & Development 7.0 3.0 Female 3.0 Healthcare Representative 1.0 Married 9985.0 No 16.0 3.0 1.0 10.0 1.0 0.0 No 45.0 Travel_Rarely Research & Development 8.0 4.0 Male 2.0 Research Scientist 4.0 Married 3697.0 No 14.0 3.0 2.0 12.0 10.0 9.0 No 40.0 Travel_Rarely Sales 1.0 2.0 Male 2.0 Sales Executive 4.0 Married 7457.0 Yes 22.0 4.0 3.0 6.0 4.0 0.0 No 29.0 Travel_Rarely Research & Development 8.0 4.0 Male 1.0 Laboratory Technician 1.0 Married 2119.0 Yes 11.0 3.0 0.0 7.0 7.0 0.0 Yes 29.0 Travel_Rarely Research & Development 9.0 5.0 Male 1.0 Laboratory Technician 4.0 Single 3983.0 No 17.0 3.0 0.0 4.0 3.0 2.0 No 30.0 Travel_Rarely Sales 5.0 3.0 Female 2.0 Sales Executive 3.0 Divorced 6118.0 No 13.0 3.0 3.0 10.0 10.0 1.0 No 27.0 Travel_Rarely Sales 8.0 4.0 Female 2.0 Sales Executive 2.0 Married 6214.0 No 18.0 3.0 1.0 8.0 8.0 0.0 No 37.0 Travel_Rarely Research & Development 5.0 2.0 Male 2.0 Manufacturing Director 4.0 Divorced 6347.0 No 16.0 3.0 2.0 8.0 6.0 0.0 No 38.0 Travel_Rarely Research & Development 15.0 2.0 Male 3.0 Research Director 4.0 Divorced 11510.0 Yes 14.0 3.0 1.0 12.0 11.0 2.0 No 31.0 Travel_Rarely Research & Development 7.0 4.0 Female 3.0 Manufacturing Director 4.0 Single 7143.0 Yes 14.0 3.0 0.0 11.0 11.0 4.0 No 29.0 Travel_Rarely Sales 10.0 1.0 Female 2.0 Sales Executive 2.0 Divorced 8268.0 Yes 14.0 3.0 2.0 7.0 7.0 1.0 No 35.0 Travel_Rarely Research & Development 5.0 4.0 Male 3.0 Manufacturing Director 2.0 Single 8095.0 No 13.0 3.0 0.0 17.0 16.0 0.0 No 23.0 Travel_Rarely Research & Development 26.0 1.0 Male 1.0 Research Scientist 4.0 Divorced 2904.0 No 12.0 3.0 2.0 4.0 4.0 0.0 No 41.0 Travel_Rarely Research & Development 6.0 3.0 Male 2.0 Manufacturing Director 2.0 Single 6032.0 Yes 15.0 3.0 0.0 8.0 5.0 1.0 No 47.0 Travel_Frequently Sales 4.0 1.0 Male 2.0 Sales Representative 3.0 Single 2976.0 No 19.0 3.0 0.0 5.0 0.0 0.0 No 42.0 Travel_Rarely Research & Development 23.0 5.0 Female 4.0 Research Director 4.0 Single 15992.0 No 14.0 3.0 0.0 16.0 1.0 0.0 No 29.0 Non-Travel Sales 2.0 3.0 Male 2.0 Sales Executive 3.0 Married 4649.0 No 14.0 3.0 1.0 4.0 4.0 0.0 No 42.0 Travel_Rarely Human Resources 2.0 1.0 Male 1.0 Human Resources 3.0 Divorced 2696.0 Yes 11.0 3.0 1.0 4.0 3.0 1.0 No 32.0 Travel_Rarely Research & Development 2.0 3.0 Female 1.0 Laboratory Technician 2.0 Married 2370.0 No 13.0 3.0 1.0 8.0 8.0 0.0 No 48.0 Travel_Rarely Sales 29.0 1.0 Female 3.0 Manager 3.0 Married 12504.0 No 21.0 4.0 1.0 15.0 0.0 0.0 No 37.0 Travel_Rarely Research & Development 6.0 3.0 Male 2.0 Research Scientist 1.0 Divorced 5974.0 Yes 13.0 3.0 2.0 13.0 7.0 6.0 No 30.0 Non-Travel Sales 25.0 2.0 Female 2.0 Sales Executive 3.0 Married 4736.0 Yes 12.0 3.0 1.0 4.0 2.0 2.0 No 26.0 Travel_Rarely Sales 1.0 3.0 Male 2.0 Sales Executive 3.0 Married 5296.0 No 17.0 3.0 1.0 8.0 8.0 7.0 No 42.0 Travel_Rarely Research & Development 2.0 4.0 Male 2.0 Healthcare Representative 4.0 Single 6781.0 No 23.0 4.0 0.0 14.0 1.0 0.0 No 21.0 Travel_Frequently Sales 1.0 1.0 Female 1.0 Sales Representative 2.0 Single 2174.0 Yes 11.0 3.0 0.0 3.0 3.0 1.0 Yes 36.0 Non-Travel Sales 1.0 5.0 Female 2.0 Sales Executive 4.0 Single 6653.0 No 15.0 3.0 0.0 7.0 1.0 0.0 No 36.0 Travel_Frequently Sales 3.0 4.0 Male 3.0 Sales Executive 4.0 Married 9699.0 No 11.0 3.0 1.0 16.0 13.0 1.0 No 57.0 Travel_Rarely Research & Development 1.0 4.0 Male 2.0 Healthcare Representative 3.0 Married 6755.0 No 11.0 3.0 0.0 15.0 3.0 1.0 No 40.0 Travel_Rarely Research & Development 10.0 4.0 Female 1.0 Laboratory Technician 3.0 Married 2213.0 Yes 13.0 3.0 1.0 10.0 7.0 1.0 No 21.0 Non-Travel Sales 9.0 2.0 Male 1.0 Sales Representative 4.0 Single 2610.0 No 24.0 4.0 0.0 3.0 3.0 2.0 No 33.0 Travel_Rarely Sales 5.0 3.0 Female 1.0 Sales Representative 3.0 Single 2851.0 Yes 13.0 3.0 0.0 1.0 1.0 0.0 Yes 37.0 Travel_Rarely Research & Development 10.0 3.0 Female 1.0 Laboratory Technician 1.0 Married 3452.0 No 20.0 4.0 1.0 17.0 5.0 0.0 No 46.0 Non-Travel Research & Development 7.0 4.0 Female 2.0 Manufacturing Director 3.0 Married 5258.0 No 14.0 3.0 0.0 7.0 1.0 0.0 No 41.0 Travel_Frequently Sales 4.0 3.0 Male 2.0 Sales Executive 2.0 Single 9355.0 No 18.0 3.0 0.0 8.0 8.0 7.0 Yes 50.0 Travel_Rarely Research & Development 10.0 3.0 Male 3.0 Healthcare Representative 4.0 Single 10496.0 No 15.0 3.0 0.0 20.0 4.0 1.0 No 40.0 Travel_Rarely Sales 22.0 2.0 Male 2.0 Sales Executive 3.0 Married 6380.0 Yes 12.0 3.0 2.0 8.0 6.0 1.0 Yes 31.0 Travel_Rarely Research & Development 9.0 4.0 Male 1.0 Research Scientist 2.0 Single 2657.0 Yes 16.0 3.0 0.0 3.0 2.0 2.0 No 21.0 Travel_Rarely Sales 12.0 3.0 Female 1.0 Sales Representative 2.0 Single 2716.0 No 15.0 3.0 0.0 1.0 1.0 0.0 Yes 29.0 Travel_Rarely Research & Development 23.0 3.0 Male 1.0 Research Scientist 4.0 Single 2201.0 No 16.0 3.0 0.0 6.0 3.0 1.0 No 35.0 Travel_Rarely Research & Development 9.0 4.0 Male 2.0 Healthcare Representative 2.0 Single 6540.0 No 19.0 3.0 0.0 10.0 1.0 0.0 No 27.0 Travel_Rarely Research & Development 1.0 2.0 Male 1.0 Laboratory Technician 2.0 Divorced 3816.0 No 11.0 3.0 1.0 5.0 5.0 0.0 No 28.0 Travel_Rarely Sales 9.0 4.0 Male 2.0 Sales Executive 4.0 Single 5253.0 No 16.0 3.0 0.0 7.0 7.0 0.0 No 49.0 Travel_Rarely Research & Development 7.0 3.0 Male 3.0 Healthcare Representative 3.0 Single 10965.0 No 24.0 4.0 0.0 26.0 5.0 0.0 No 51.0 Travel_Rarely Sales 14.0 2.0 Female 2.0 Sales Executive 4.0 Married 4936.0 No 11.0 3.0 1.0 18.0 7.0 0.0 No 36.0 Travel_Rarely Research & Development 2.0 3.0 Female 1.0 Research Scientist 3.0 Married 2543.0 No 13.0 3.0 1.0 6.0 2.0 2.0 No 34.0 Non-Travel Sales 19.0 3.0 Male 2.0 Sales Executive 4.0 Single 5304.0 Yes 13.0 3.0 0.0 9.0 5.0 0.0 Yes 55.0 Travel_Rarely Research & Development 2.0 3.0 Female 4.0 Manager 4.0 Single 16659.0 Yes 13.0 3.0 0.0 30.0 5.0 1.0 No 24.0 Travel_Rarely Sales 10.0 4.0 Female 2.0 Sales Executive 3.0 Divorced 4260.0 Yes 12.0 3.0 1.0 5.0 5.0 0.0 No 30.0 Travel_Rarely Sales 2.0 1.0 Male 1.0 Sales Representative 2.0 Married 2476.0 No 18.0 3.0 1.0 1.0 1.0 0.0 No 26.0 Travel_Frequently Research & Development 3.0 1.0 Male 1.0 Research Scientist 1.0 Single 3102.0 No 22.0 4.0 0.0 7.0 6.0 0.0 Yes 22.0 Travel_Rarely Research & Development 11.0 3.0 Female 1.0 Research Scientist 2.0 Married 2244.0 No 13.0 3.0 1.0 2.0 2.0 1.0 No 36.0 Travel_Rarely Sales 2.0 2.0 Male 3.0 Sales Executive 3.0 Married 7596.0 No 13.0 3.0 2.0 10.0 10.0 9.0 No 30.0 Travel_Frequently Research & Development 4.0 3.0 Male 1.0 Research Scientist 4.0 Single 2285.0 Yes 23.0 4.0 0.0 3.0 1.0 0.0 Yes 37.0 Travel_Rarely Research & Development 14.0 3.0 Female 1.0 Laboratory Technician 1.0 Divorced 3034.0 No 12.0 3.0 1.0 18.0 18.0 12.0 No 40.0 Travel_Rarely Sales 2.0 2.0 Female 2.0 Sales Executive 2.0 Divorced 5715.0 No 12.0 3.0 2.0 8.0 5.0 1.0 No 42.0 Travel_Rarely Research & Development 1.0 4.0 Female 1.0 Laboratory Technician 1.0 Divorced 2576.0 No 16.0 3.0 1.0 8.0 5.0 1.0 No 37.0 Travel_Rarely Research & Development 10.0 4.0 Male 2.0 Manufacturing Director 2.0 Single 4197.0 Yes 12.0 3.0 0.0 18.0 1.0 0.0 No 43.0 Travel_Rarely Research & Development 12.0 3.0 Male 4.0 Research Director 2.0 Divorced 14336.0 No 11.0 3.0 1.0 25.0 25.0 3.0 No 40.0 Travel_Rarely Research & Development 2.0 3.0 Female 2.0 Laboratory Technician 3.0 Married 3448.0 No 22.0 4.0 1.0 20.0 1.0 0.0 No 54.0 Travel_Rarely Research & Development 5.0 2.0 Male 5.0 Research Director 1.0 Married 19406.0 No 11.0 3.0 1.0 24.0 4.0 1.0 No 34.0 Non-Travel Sales 4.0 4.0 Female 2.0 Sales Executive 3.0 Married 6538.0 No 15.0 3.0 1.0 6.0 3.0 1.0 No 31.0 Travel_Rarely Research & Development 7.0 2.0 Female 2.0 Manufacturing Director 1.0 Married 4306.0 No 12.0 3.0 1.0 13.0 13.0 3.0 No 43.0 Travel_Frequently Research & Development 21.0 3.0 Male 1.0 Laboratory Technician 4.0 Married 2258.0 No 20.0 4.0 1.0 8.0 3.0 1.0 No 43.0 Travel_Rarely Research & Development 8.0 4.0 Female 2.0 Healthcare Representative 3.0 Divorced 4522.0 Yes 14.0 3.0 0.0 8.0 5.0 0.0 No 25.0 Travel_Rarely Sales 4.0 2.0 Female 2.0 Sales Executive 4.0 Single 4487.0 Yes 11.0 3.0 0.0 5.0 5.0 1.0 No 37.0 Non-Travel Research & Development 25.0 5.0 Female 2.0 Research Scientist 3.0 Married 4449.0 Yes 15.0 3.0 2.0 15.0 13.0 10.0 No 31.0 Travel_Rarely Research & Development 1.0 2.0 Male 1.0 Laboratory Technician 1.0 Married 2218.0 No 12.0 3.0 1.0 4.0 4.0 3.0 No 39.0 Travel_Frequently Research & Development 1.0 1.0 Male 5.0 Manager 3.0 Divorced 19197.0 Yes 14.0 3.0 1.0 21.0 21.0 1.0 No 56.0 Travel_Frequently Sales 6.0 3.0 Female 4.0 Sales Executive 1.0 Married 13212.0 No 11.0 3.0 3.0 36.0 7.0 7.0 No 30.0 Travel_Rarely Sales 12.0 3.0 Female 2.0 Sales Executive 3.0 Single 6577.0 No 11.0 3.0 0.0 6.0 5.0 4.0 No 41.0 Travel_Rarely Sales 1.0 3.0 Male 3.0 Sales Executive 1.0 Married 8392.0 No 16.0 3.0 1.0 10.0 10.0 0.0 No 28.0 Travel_Rarely Research & Development 17.0 2.0 Male 2.0 Laboratory Technician 1.0 Divorced 4558.0 No 12.0 3.0 1.0 10.0 10.0 1.0 No 25.0 Travel_Rarely Research & Development 3.0 3.0 Male 1.0 Laboratory Technician 1.0 Married 4031.0 No 13.0 3.0 1.0 6.0 2.0 0.0 Yes 52.0 Travel_Rarely Research & Development 3.0 3.0 Male 3.0 Manufacturing Director 3.0 Married 7969.0 Yes 14.0 3.0 0.0 28.0 5.0 0.0 No 45.0 Travel_Rarely Research & Development 10.0 2.0 Male 1.0 Research Scientist 4.0 Married 2654.0 No 21.0 4.0 2.0 8.0 2.0 0.0 No 52.0 Travel_Rarely Research & Development 4.0 2.0 Female 4.0 Manager 4.0 Married 16555.0 No 13.0 3.0 0.0 31.0 5.0 1.0 No 42.0 Travel_Frequently Research & Development 29.0 2.0 Female 2.0 Research Scientist 3.0 Divorced 4556.0 No 11.0 3.0 1.0 19.0 5.0 0.0 No 30.0 Travel_Rarely Research & Development 2.0 3.0 Female 2.0 Manufacturing Director 4.0 Single 6091.0 No 20.0 4.0 0.0 11.0 5.0 0.0 No 60.0 Travel_Rarely Research & Development 7.0 3.0 Female 5.0 Manager 1.0 Married 19566.0 No 11.0 3.0 0.0 33.0 29.0 11.0 No 46.0 Travel_Rarely Research & Development 18.0 3.0 Female 2.0 Manufacturing Director 3.0 Divorced 4810.0 No 14.0 3.0 1.0 19.0 10.0 0.0 No 42.0 Travel_Frequently Research & Development 28.0 4.0 Female 2.0 Healthcare Representative 4.0 Married 4523.0 No 11.0 3.0 3.0 7.0 6.0 0.0 No 24.0 Travel_Rarely Sales 1.0 1.0 Female 1.0 Sales Representative 2.0 Single 3202.0 Yes 16.0 3.0 0.0 6.0 5.0 1.0 Yes 34.0 Travel_Frequently Sales 6.0 2.0 Female 1.0 Sales Representative 3.0 Divorced 2351.0 No 16.0 3.0 1.0 3.0 2.0 1.0 Yes 38.0 Travel_Frequently Research & Development 2.0 2.0 Male 1.0 Laboratory Technician 4.0 Married 1702.0 Yes 23.0 4.0 1.0 1.0 1.0 0.0 No 40.0 Travel_Rarely Sales 2.0 4.0 Female 5.0 Manager 3.0 Married 18041.0 No 14.0 3.0 0.0 21.0 20.0 1.0 No 26.0 Travel_Rarely Research & Development 23.0 3.0 Female 1.0 Research Scientist 4.0 Divorced 2886.0 No 22.0 4.0 2.0 3.0 3.0 0.0 No 30.0 Non-Travel Research & Development 3.0 3.0 Male 1.0 Laboratory Technician 4.0 Married 2097.0 No 15.0 3.0 1.0 9.0 5.0 1.0 No 29.0 Travel_Rarely Research & Development 3.0 4.0 Male 3.0 Research Director 3.0 Married 11935.0 No 18.0 3.0 0.0 10.0 10.0 0.0 No 29.0 Travel_Rarely Research & Development 25.0 5.0 Female 1.0 Research Scientist 2.0 Married 2546.0 No 16.0 3.0 0.0 6.0 2.0 1.0 Yes 19.0 Travel_Rarely Human Resources 2.0 2.0 Male 1.0 Human Resources 4.0 Single 2564.0 No 12.0 3.0 0.0 1.0 1.0 0.0 Yes 30.0 Non-Travel Sales 22.0 4.0 Female 3.0 Sales Executive 1.0 Married 8412.0 No 11.0 3.0 0.0 10.0 9.0 7.0 No 57.0 Travel_Rarely Sales 29.0 3.0 Male 4.0 Manager 4.0 Divorced 14118.0 No 12.0 3.0 1.0 32.0 1.0 0.0 No 50.0 Travel_Rarely Research & Development 29.0 4.0 Male 4.0 Manager 3.0 Married 17046.0 No 15.0 3.0 1.0 28.0 27.0 15.0 No 30.0 Non-Travel Research & Development 2.0 3.0 Female 1.0 Laboratory Technician 4.0 Single 2564.0 No 14.0 3.0 0.0 12.0 11.0 6.0 No 60.0 Travel_Frequently Sales 28.0 3.0 Female 3.0 Sales Executive 1.0 Married 10266.0 No 19.0 3.0 0.0 22.0 18.0 13.0 No 47.0 Travel_Rarely Research & Development 2.0 2.0 Female 2.0 Manufacturing Director 4.0 Divorced 5070.0 No 13.0 3.0 3.0 20.0 5.0 0.0 No 46.0 Travel_Rarely Research & Development 2.0 3.0 Male 4.0 Research Director 3.0 Married 17861.0 No 13.0 3.0 0.0 26.0 3.0 0.0 No 35.0 Travel_Rarely Research & Development 22.0 3.0 Male 1.0 Laboratory Technician 3.0 Single 4230.0 No 15.0 3.0 0.0 6.0 5.0 4.0 No 54.0 Travel_Rarely Research & Development 8.0 4.0 Female 2.0 Laboratory Technician 3.0 Single 3780.0 No 11.0 3.0 0.0 19.0 1.0 0.0 No 34.0 Travel_Rarely Research & Development 2.0 4.0 Male 1.0 Research Scientist 3.0 Divorced 2768.0 No 12.0 3.0 1.0 14.0 7.0 5.0 No 46.0 Travel_Rarely Sales 10.0 3.0 Female 3.0 Sales Executive 4.0 Married 9071.0 Yes 19.0 3.0 1.0 15.0 3.0 1.0 No 31.0 Travel_Rarely Research & Development 9.0 1.0 Male 3.0 Manufacturing Director 2.0 Divorced 10648.0 No 25.0 4.0 1.0 13.0 13.0 0.0 No 33.0 Travel_Rarely Research & Development 15.0 1.0 Male 3.0 Manager 3.0 Married 13610.0 Yes 12.0 3.0 0.0 15.0 7.0 7.0 Yes 33.0 Travel_Rarely Research & Development 10.0 1.0 Male 1.0 Laboratory Technician 4.0 Divorced 3408.0 No 13.0 3.0 3.0 8.0 4.0 1.0 Yes 30.0 Travel_Rarely Sales 7.0 1.0 Male 1.0 Sales Representative 2.0 Single 2983.0 No 14.0 3.0 0.0 4.0 3.0 1.0 No 35.0 Travel_Rarely Research & Development 16.0 3.0 Male 3.0 Healthcare Representative 3.0 Married 7632.0 Yes 12.0 3.0 0.0 10.0 8.0 0.0 No 31.0 Travel_Frequently Research & Development 20.0 3.0 Male 3.0 Healthcare Representative 3.0 Married 9824.0 No 12.0 3.0 0.0 12.0 1.0 0.0 Yes 34.0 Travel_Frequently Human Resources 23.0 3.0 Female 3.0 Human Resources 1.0 Divorced 9950.0 Yes 15.0 3.0 3.0 11.0 3.0 0.0 Yes 42.0 Travel_Frequently Research & Development 5.0 2.0 Male 1.0 Laboratory Technician 3.0 Married 2093.0 No 17.0 3.0 1.0 8.0 2.0 2.0 No 36.0 Non-Travel Sales 10.0 4.0 Male 3.0 Sales Executive 4.0 Single 9980.0 No 14.0 3.0 0.0 10.0 10.0 9.0 No 22.0 Travel_Frequently Research & Development 4.0 1.0 Male 1.0 Laboratory Technician 3.0 Single 3894.0 No 16.0 3.0 0.0 4.0 2.0 1.0 Yes 48.0 Travel_Rarely Sales 2.0 5.0 Female 2.0 Sales Executive 4.0 Married 4051.0 No 14.0 3.0 1.0 14.0 9.0 6.0 No 55.0 Travel_Rarely Sales 18.0 5.0 Female 4.0 Manager 2.0 Single 16835.0 No 23.0 4.0 0.0 37.0 10.0 7.0 No 41.0 Non-Travel Sales 10.0 2.0 Male 2.0 Sales Executive 4.0 Single 6230.0 No 14.0 3.0 0.0 16.0 14.0 1.0 No 35.0 Travel_Rarely Sales 1.0 3.0 Male 2.0 Sales Executive 3.0 Married 4717.0 No 11.0 3.0 0.0 15.0 11.0 6.0 No 40.0 Travel_Rarely Research & Development 6.0 3.0 Female 4.0 Manufacturing Director 3.0 Single 13237.0 No 15.0 3.0 0.0 22.0 20.0 5.0 No 39.0 Travel_Frequently Research & Development 8.0 1.0 Female 1.0 Laboratory Technician 3.0 Married 3755.0 No 11.0 3.0 1.0 8.0 8.0 0.0 No 31.0 Travel_Rarely Sales 2.0 1.0 Male 2.0 Sales Executive 4.0 Single 6582.0 Yes 13.0 3.0 0.0 10.0 6.0 0.0 No 42.0 Travel_Rarely Research & Development 24.0 3.0 Male 3.0 Manufacturing Director 1.0 Married 7406.0 Yes 21.0 4.0 1.0 10.0 10.0 5.0 No 45.0 Travel_Rarely Sales 2.0 3.0 Male 2.0 Sales Executive 2.0 Married 4805.0 No 19.0 3.0 1.0 9.0 8.0 3.0 No 26.0 Travel_Frequently Human Resources 17.0 4.0 Female 1.0 Human Resources 3.0 Divorced 2741.0 Yes 11.0 3.0 1.0 8.0 7.0 1.0 Yes 29.0 Travel_Rarely Research & Development 19.0 3.0 Male 2.0 Manufacturing Director 4.0 Divorced 4262.0 No 12.0 3.0 2.0 8.0 3.0 1.0 No 33.0 Travel_Rarely Research & Development 1.0 5.0 Female 4.0 Research Director 3.0 Divorced 16184.0 No 19.0 3.0 1.0 10.0 6.0 0.0 No 31.0 Travel_Rarely Sales 7.0 3.0 Male 3.0 Manager 4.0 Divorced 11557.0 No 21.0 4.0 1.0 10.0 5.0 0.0 No 18.0 Travel_Frequently Sales 5.0 3.0 Male 1.0 Sales Representative 2.0 Single 1878.0 Yes 14.0 3.0 0.0 0.0 0.0 0.0 Yes 40.0 Non-Travel Sales 28.0 3.0 Male 3.0 Sales Executive 1.0 Divorced 10932.0 No 15.0 3.0 1.0 20.0 1.0 0.0 No 41.0 Non-Travel Research & Development 2.0 4.0 Female 2.0 Healthcare Representative 3.0 Single 6811.0 Yes 17.0 3.0 0.0 10.0 8.0 0.0 No 26.0 Travel_Rarely Sales 29.0 2.0 Male 2.0 Sales Executive 3.0 Divorced 4306.0 No 12.0 3.0 2.0 8.0 0.0 0.0 No 35.0 Travel_Rarely Sales 1.0 3.0 Female 2.0 Sales Executive 3.0 Single 4859.0 No 16.0 3.0 0.0 5.0 5.0 0.0 No 34.0 Travel_Rarely Sales 21.0 4.0 Male 2.0 Sales Executive 4.0 Single 5337.0 No 12.0 3.0 0.0 10.0 10.0 5.0 No 26.0 Travel_Rarely Research & Development 24.0 3.0 Male 1.0 Laboratory Technician 4.0 Single 2340.0 Yes 18.0 3.0 0.0 1.0 1.0 0.0 Yes 37.0 Travel_Rarely Research & Development 1.0 3.0 Female 3.0 Manufacturing Director 4.0 Single 7491.0 No 17.0 3.0 0.0 12.0 6.0 1.0 No 46.0 Travel_Frequently Research & Development 18.0 1.0 Female 3.0 Healthcare Representative 3.0 Married 10527.0 No 11.0 3.0 0.0 28.0 2.0 1.0 No 41.0 Travel_Rarely Sales 2.0 5.0 Female 4.0 Manager 1.0 Married 16595.0 No 16.0 3.0 1.0 22.0 18.0 11.0 No 37.0 Non-Travel Sales 9.0 4.0 Male 3.0 Sales Executive 2.0 Divorced 8834.0 No 13.0 3.0 1.0 9.0 9.0 7.0 No 52.0 Travel_Rarely Research & Development 6.0 2.0 Male 2.0 Research Scientist 1.0 Divorced 5577.0 Yes 12.0 3.0 2.0 18.0 10.0 6.0 No 32.0 Non-Travel Sales 11.0 4.0 Male 2.0 Sales Executive 3.0 Married 4707.0 No 12.0 3.0 0.0 6.0 4.0 1.0 Yes 24.0 Travel_Frequently Sales 24.0 3.0 Male 1.0 Sales Representative 4.0 Married 2400.0 No 13.0 3.0 2.0 3.0 2.0 2.0 No 38.0 Travel_Rarely Research & Development 10.0 3.0 Female 2.0 Healthcare Representative 3.0 Married 9824.0 No 19.0 3.0 1.0 18.0 1.0 0.0 No 37.0 Travel_Rarely Research & Development 1.0 4.0 Female 2.0 Manufacturing Director 2.0 Married 6447.0 No 12.0 3.0 1.0 8.0 6.0 4.0 No 49.0 Travel_Rarely Research & Development 18.0 4.0 Male 5.0 Research Director 3.0 Divorced 19502.0 Yes 17.0 3.0 1.0 31.0 31.0 0.0 No 24.0 Travel_Rarely Research & Development 23.0 3.0 Male 1.0 Research Scientist 4.0 Married 2725.0 Yes 11.0 3.0 2.0 6.0 6.0 1.0 No 26.0 Travel_Rarely Sales 28.0 2.0 Male 2.0 Sales Executive 2.0 Married 6272.0 No 20.0 4.0 2.0 6.0 5.0 1.0 No 24.0 Travel_Rarely Research & Development 17.0 2.0 Male 1.0 Laboratory Technician 2.0 Married 2127.0 No 21.0 4.0 1.0 1.0 1.0 0.0 No 50.0 Travel_Frequently Human Resources 3.0 3.0 Male 5.0 Manager 2.0 Married 18200.0 No 11.0 3.0 1.0 32.0 32.0 10.0 No 25.0 Travel_Rarely Sales 13.0 1.0 Male 1.0 Sales Representative 3.0 Married 2096.0 No 11.0 3.0 0.0 7.0 7.0 0.0 No 24.0 Travel_Frequently Research & Development 7.0 3.0 Female 1.0 Laboratory Technician 3.0 Married 2886.0 Yes 16.0 3.0 1.0 6.0 6.0 1.0 Yes 30.0 Travel_Frequently Sales 12.0 4.0 Male 1.0 Sales Representative 1.0 Married 2033.0 No 18.0 3.0 1.0 1.0 1.0 0.0 Yes 34.0 Travel_Rarely Research & Development 1.0 2.0 Male 1.0 Research Scientist 4.0 Married 3622.0 Yes 13.0 3.0 1.0 6.0 6.0 1.0 No 31.0 Travel_Rarely Sales 13.0 4.0 Male 2.0 Sales Executive 1.0 Divorced 4233.0 No 17.0 3.0 0.0 9.0 3.0 1.0 Yes 35.0 Travel_Rarely Research & Development 25.0 2.0 Male 2.0 Laboratory Technician 4.0 Single 3681.0 No 14.0 3.0 0.0 9.0 3.0 0.0 No 31.0 Travel_Rarely Sales 6.0 4.0 Male 2.0 Sales Executive 4.0 Divorced 5460.0 No 22.0 4.0 2.0 13.0 7.0 5.0 No 27.0 Travel_Rarely Research & Development 6.0 4.0 Female 1.0 Research Scientist 3.0 Divorced 2187.0 No 12.0 3.0 2.0 6.0 5.0 0.0 No 37.0 Travel_Rarely Sales 2.0 3.0 Male 2.0 Sales Executive 3.0 Married 9602.0 Yes 11.0 3.0 1.0 17.0 3.0 1.0 No 20.0 Travel_Rarely Research & Development 1.0 3.0 Female 1.0 Research Scientist 2.0 Single 2836.0 No 13.0 3.0 0.0 1.0 1.0 0.0 No 42.0 Travel_Rarely Research & Development 2.0 4.0 Female 2.0 Healthcare Representative 4.0 Married 4089.0 No 13.0 3.0 2.0 10.0 10.0 2.0 No 43.0 Travel_Rarely Research & Development 6.0 4.0 Male 4.0 Research Director 4.0 Divorced 16627.0 Yes 14.0 3.0 1.0 21.0 1.0 0.0 No 38.0 Travel_Rarely Research & Development 1.0 1.0 Female 1.0 Research Scientist 1.0 Single 2619.0 No 17.0 3.0 0.0 8.0 0.0 0.0 No 43.0 Travel_Frequently Research & Development 9.0 5.0 Male 2.0 Laboratory Technician 3.0 Divorced 5679.0 Yes 13.0 3.0 1.0 10.0 8.0 4.0 No 48.0 Travel_Rarely Research & Development 1.0 4.0 Female 4.0 Manager 1.0 Married 15402.0 No 11.0 3.0 1.0 21.0 3.0 0.0 No 44.0 Travel_Rarely Human Resources 1.0 4.0 Female 2.0 Human Resources 3.0 Single 5985.0 No 11.0 3.0 0.0 10.0 2.0 0.0 No 34.0 Travel_Rarely Sales 14.0 3.0 Female 1.0 Sales Representative 3.0 Divorced 2579.0 Yes 18.0 3.0 2.0 8.0 8.0 0.0 No 27.0 Travel_Rarely Sales 2.0 1.0 Male 1.0 Sales Representative 1.0 Divorced 3041.0 No 11.0 3.0 1.0 5.0 4.0 0.0 Yes 21.0 Travel_Rarely Sales 22.0 1.0 Male 1.0 Sales Representative 3.0 Single 3447.0 No 11.0 3.0 0.0 3.0 3.0 1.0 No 44.0 Travel_Rarely Research & Development 3.0 4.0 Male 5.0 Manager 4.0 Married 19513.0 Yes 12.0 3.0 1.0 26.0 2.0 0.0 No 22.0 Travel_Rarely Research & Development 6.0 1.0 Male 1.0 Research Scientist 3.0 Married 2773.0 No 20.0 4.0 0.0 3.0 2.0 2.0 No 33.0 Travel_Rarely Sales 8.0 4.0 Male 2.0 Sales Executive 3.0 Divorced 7104.0 No 12.0 3.0 0.0 6.0 5.0 1.0 No 32.0 Travel_Rarely Research & Development 9.0 4.0 Female 2.0 Research Scientist 4.0 Married 6322.0 Yes 12.0 3.0 1.0 6.0 6.0 0.0 No 30.0 Travel_Frequently Research & Development 3.0 3.0 Female 1.0 Research Scientist 3.0 Divorced 2083.0 No 20.0 4.0 1.0 1.0 1.0 0.0 No 53.0 Travel_Rarely Sales 1.0 1.0 Female 2.0 Sales Executive 1.0 Single 8381.0 No 20.0 4.0 0.0 18.0 14.0 8.0 No 34.0 Travel_Rarely Research & Development 1.0 5.0 Male 1.0 Research Scientist 4.0 Married 2691.0 No 12.0 3.0 1.0 10.0 10.0 8.0 No 45.0 Travel_Frequently Sales 26.0 4.0 Female 2.0 Sales Executive 1.0 Married 4286.0 No 14.0 3.0 2.0 5.0 1.0 0.0 Yes 26.0 Travel_Rarely Research & Development 6.0 3.0 Female 1.0 Laboratory Technician 4.0 Married 2659.0 Yes 13.0 3.0 1.0 3.0 3.0 0.0 No 37.0 Travel_Rarely Research & Development 3.0 3.0 Male 3.0 Manufacturing Director 3.0 Married 9434.0 No 15.0 3.0 1.0 10.0 10.0 7.0 No 29.0 Travel_Rarely Sales 3.0 2.0 Female 2.0 Sales Executive 3.0 Married 5561.0 No 14.0 3.0 1.0 6.0 6.0 1.0 No 35.0 Travel_Rarely Research & Development 6.0 4.0 Male 2.0 Research Scientist 4.0 Single 6646.0 No 13.0 3.0 0.0 17.0 17.0 11.0 No 33.0 Travel_Frequently Research & Development 6.0 3.0 Male 2.0 Healthcare Representative 4.0 Divorced 7725.0 No 23.0 4.0 1.0 15.0 13.0 4.0 No 54.0 Travel_Rarely Human Resources 19.0 4.0 Male 3.0 Human Resources 2.0 Married 10725.0 No 15.0 3.0 1.0 16.0 9.0 7.0 No 36.0 Travel_Rarely Research & Development 9.0 2.0 Male 2.0 Manufacturing Director 2.0 Divorced 8847.0 Yes 11.0 3.0 1.0 13.0 3.0 0.0 No 27.0 Travel_Rarely Research & Development 3.0 4.0 Male 1.0 Research Scientist 4.0 Single 2045.0 No 13.0 3.0 0.0 5.0 4.0 1.0 No 20.0 Travel_Rarely Research & Development 10.0 1.0 Male 1.0 Research Scientist 3.0 Single 1009.0 Yes 11.0 3.0 0.0 1.0 1.0 1.0 Yes 33.0 Travel_Frequently Research & Development 3.0 3.0 Male 1.0 Research Scientist 1.0 Single 3348.0 Yes 11.0 3.0 0.0 10.0 10.0 9.0 Yes 35.0 Non-Travel Research & Development 3.0 3.0 Male 1.0 Laboratory Technician 3.0 Married 1281.0 No 18.0 3.0 2.0 1.0 1.0 0.0 No 23.0 Travel_Rarely Research & Development 4.0 3.0 Male 1.0 Research Scientist 1.0 Married 2819.0 No 16.0 3.0 1.0 5.0 3.0 0.0 No 25.0 Travel_Rarely Sales 8.0 3.0 Male 2.0 Sales Executive 2.0 Married 4851.0 No 22.0 4.0 1.0 4.0 3.0 1.0 No 38.0 Travel_Rarely Sales 7.0 4.0 Female 2.0 Sales Executive 4.0 Single 4028.0 No 20.0 4.0 0.0 8.0 7.0 0.0 No 29.0 Travel_Frequently Research & Development 1.0 4.0 Male 1.0 Research Scientist 4.0 Divorced 2720.0 No 18.0 3.0 1.0 10.0 10.0 2.0 No 48.0 Travel_Rarely Sales 2.0 1.0 Male 2.0 Sales Executive 2.0 Married 8120.0 No 12.0 3.0 0.0 12.0 2.0 2.0 No 27.0 Travel_Frequently Sales 3.0 1.0 Female 2.0 Sales Executive 4.0 Divorced 4647.0 Yes 20.0 4.0 2.0 6.0 6.0 0.0 No 37.0 Travel_Rarely Research & Development 10.0 2.0 Male 1.0 Research Scientist 4.0 Single 4680.0 No 17.0 3.0 0.0 4.0 1.0 0.0 No 50.0 Travel_Rarely Research & Development 28.0 1.0 Male 1.0 Laboratory Technician 3.0 Married 3221.0 Yes 11.0 3.0 3.0 20.0 20.0 3.0 No 34.0 Travel_Rarely Research & Development 9.0 3.0 Female 3.0 Healthcare Representative 2.0 Single 8621.0 No 14.0 3.0 0.0 9.0 8.0 7.0 No 24.0 Travel_Rarely Sales 3.0 2.0 Female 2.0 Sales Executive 3.0 Single 4577.0 No 14.0 3.0 0.0 4.0 2.0 2.0 Yes 39.0 Travel_Rarely Research & Development 2.0 4.0 Female 2.0 Healthcare Representative 3.0 Single 4553.0 No 11.0 3.0 0.0 20.0 20.0 11.0 No 32.0 Travel_Rarely Sales 10.0 3.0 Male 2.0 Sales Executive 4.0 Single 5396.0 No 12.0 3.0 0.0 10.0 10.0 0.0 No 50.0 Travel_Frequently Sales 8.0 2.0 Male 2.0 Sales Executive 3.0 Married 6796.0 Yes 14.0 3.0 1.0 18.0 4.0 1.0 Yes 38.0 Travel_Rarely Research & Development 1.0 4.0 Female 2.0 Healthcare Representative 4.0 Single 7625.0 No 13.0 3.0 0.0 10.0 9.0 1.0 No 27.0 Travel_Rarely Research & Development 1.0 2.0 Female 3.0 Manufacturing Director 1.0 Married 7412.0 No 11.0 3.0 0.0 9.0 9.0 0.0 No 32.0 Travel_Rarely Research & Development 3.0 2.0 Female 3.0 Research Director 4.0 Single 11159.0 No 15.0 3.0 0.0 10.0 7.0 7.0 No 47.0 Travel_Rarely Sales 14.0 4.0 Male 2.0 Sales Executive 1.0 Single 4960.0 No 12.0 3.0 0.0 20.0 7.0 1.0 No 40.0 Travel_Frequently Sales 5.0 4.0 Male 3.0 Sales Executive 1.0 Married 10475.0 Yes 21.0 4.0 1.0 20.0 18.0 1.0 No 53.0 Travel_Rarely Research & Development 7.0 3.0 Male 4.0 Research Director 3.0 Married 14814.0 No 19.0 3.0 0.0 32.0 5.0 1.0 No 41.0 Travel_Rarely Human Resources 10.0 4.0 Male 5.0 Manager 4.0 Divorced 19141.0 No 15.0 3.0 3.0 23.0 21.0 12.0 No 60.0 Travel_Rarely Sales 16.0 4.0 Male 2.0 Sales Executive 1.0 Single 5405.0 No 14.0 3.0 0.0 10.0 2.0 2.0 No 27.0 Travel_Frequently Research & Development 10.0 2.0 Male 3.0 Manufacturing Director 1.0 Divorced 8793.0 No 21.0 4.0 2.0 9.0 9.0 1.0 No 41.0 Travel_Rarely Human Resources 1.0 3.0 Male 5.0 Manager 3.0 Married 19189.0 No 12.0 3.0 1.0 22.0 22.0 2.0 No 50.0 Travel_Rarely Sales 8.0 4.0 Male 1.0 Sales Representative 2.0 Married 3875.0 No 15.0 3.0 1.0 4.0 2.0 2.0 No 28.0 Travel_Rarely Research & Development 1.0 2.0 Female 1.0 Research Scientist 2.0 Single 2216.0 Yes 13.0 3.0 0.0 10.0 7.0 3.0 Yes 36.0 Non-Travel Research & Development 8.0 3.0 Female 3.0 Research Director 1.0 Married 11713.0 No 14.0 3.0 1.0 10.0 8.0 0.0 No 38.0 Travel_Rarely Research & Development 1.0 3.0 Female 3.0 Manufacturing Director 3.0 Single 7861.0 Yes 14.0 3.0 0.0 10.0 1.0 0.0 No 44.0 Non-Travel Research & Development 24.0 3.0 Male 1.0 Laboratory Technician 3.0 Single 3708.0 No 14.0 3.0 0.0 9.0 5.0 1.0 No 47.0 Travel_Frequently Sales 3.0 3.0 Female 4.0 Sales Executive 3.0 Divorced 13770.0 Yes 12.0 3.0 2.0 28.0 22.0 11.0 No 30.0 Travel_Rarely Sales 27.0 5.0 Male 2.0 Sales Executive 4.0 Divorced 5304.0 No 23.0 4.0 1.0 10.0 8.0 7.0 No 29.0 Travel_Rarely Sales 10.0 3.0 Male 1.0 Sales Representative 3.0 Single 2642.0 No 11.0 3.0 0.0 1.0 1.0 0.0 No 42.0 Travel_Frequently Research & Development 19.0 3.0 Male 1.0 Research Scientist 3.0 Divorced 2759.0 Yes 12.0 3.0 0.0 7.0 2.0 2.0 Yes 43.0 Travel_Frequently Sales 15.0 3.0 Male 2.0 Sales Executive 4.0 Married 6804.0 No 18.0 3.0 1.0 7.0 2.0 2.0 No 34.0 Travel_Rarely Research & Development 8.0 2.0 Female 2.0 Healthcare Representative 3.0 Single 6142.0 No 11.0 3.0 0.0 10.0 5.0 4.0 No 23.0 Travel_Rarely Research & Development 9.0 1.0 Male 1.0 Laboratory Technician 1.0 Married 2500.0 No 14.0 3.0 1.0 5.0 4.0 0.0 No 39.0 Travel_Rarely Human Resources 3.0 3.0 Female 2.0 Human Resources 2.0 Married 6389.0 No 15.0 3.0 1.0 12.0 8.0 3.0 No 56.0 Travel_Rarely Research & Development 9.0 3.0 Male 4.0 Healthcare Representative 4.0 Married 11103.0 No 11.0 3.0 0.0 30.0 10.0 1.0 No 40.0 Travel_Rarely Research & Development 2.0 1.0 Female 1.0 Research Scientist 4.0 Single 2342.0 Yes 20.0 4.0 0.0 5.0 4.0 2.0 No 27.0 Travel_Rarely Research & Development 7.0 3.0 Female 2.0 Healthcare Representative 1.0 Single 6811.0 No 19.0 3.0 0.0 9.0 7.0 0.0 No 29.0 Travel_Rarely Sales 10.0 3.0 Male 1.0 Sales Representative 2.0 Divorced 2297.0 No 14.0 3.0 2.0 2.0 2.0 2.0 No 53.0 Travel_Rarely Research & Development 6.0 3.0 Male 2.0 Laboratory Technician 4.0 Single 2450.0 No 17.0 3.0 0.0 19.0 2.0 2.0 No 35.0 Non-Travel Research & Development 2.0 4.0 Female 2.0 Healthcare Representative 1.0 Divorced 5093.0 No 11.0 3.0 1.0 16.0 1.0 0.0 No 32.0 Travel_Frequently Research & Development 24.0 4.0 Male 2.0 Laboratory Technician 4.0 Married 5309.0 No 15.0 3.0 2.0 10.0 10.0 4.0 No 38.0 Travel_Rarely Research & Development 2.0 5.0 Male 1.0 Research Scientist 3.0 Married 3057.0 Yes 13.0 3.0 1.0 6.0 1.0 0.0 No 34.0 Travel_Rarely Research & Development 8.0 5.0 Female 2.0 Manufacturing Director 1.0 Divorced 5121.0 No 14.0 3.0 1.0 7.0 0.0 0.0 No 52.0 Travel_Rarely Sales 3.0 4.0 Male 4.0 Manager 1.0 Married 16856.0 No 11.0 3.0 0.0 34.0 34.0 1.0 No 33.0 Travel_Rarely Research & Development 1.0 4.0 Male 1.0 Research Scientist 4.0 Single 2686.0 Yes 13.0 3.0 0.0 10.0 10.0 7.0 Yes 25.0 Travel_Rarely Sales 26.0 1.0 Female 2.0 Sales Executive 4.0 Single 6180.0 No 23.0 4.0 0.0 6.0 6.0 1.0 No 45.0 Travel_Rarely Sales 2.0 2.0 Male 2.0 Sales Representative 3.0 Single 6632.0 No 13.0 3.0 0.0 9.0 8.0 3.0 No 23.0 Travel_Rarely Research & Development 10.0 1.0 Male 1.0 Research Scientist 3.0 Single 3505.0 No 18.0 3.0 0.0 2.0 2.0 0.0 No 47.0 Travel_Frequently Sales 27.0 2.0 Female 2.0 Sales Executive 3.0 Single 6397.0 Yes 12.0 3.0 0.0 8.0 5.0 1.0 Yes 34.0 Travel_Rarely Sales 2.0 3.0 Male 2.0 Sales Executive 4.0 Single 6274.0 No 22.0 4.0 0.0 6.0 6.0 1.0 No 55.0 Travel_Rarely Research & Development 2.0 3.0 Male 5.0 Manager 1.0 Married 19859.0 Yes 13.0 3.0 1.0 24.0 5.0 1.0 Yes 36.0 Non-Travel Sales 8.0 4.0 Male 3.0 Sales Executive 1.0 Single 7587.0 No 15.0 3.0 0.0 10.0 10.0 0.0 No 52.0 Non-Travel Research & Development 19.0 4.0 Male 1.0 Research Scientist 4.0 Married 4258.0 No 18.0 3.0 1.0 5.0 4.0 1.0 No 26.0 Travel_Frequently Research & Development 1.0 2.0 Female 1.0 Laboratory Technician 4.0 Divorced 4364.0 No 14.0 3.0 1.0 5.0 2.0 2.0 No 29.0 Travel_Rarely Research & Development 27.0 3.0 Female 2.0 Healthcare Representative 3.0 Married 4335.0 No 12.0 3.0 1.0 11.0 8.0 1.0 No 26.0 Travel_Rarely Sales 8.0 3.0 Male 2.0 Sales Executive 1.0 Single 5326.0 No 17.0 3.0 0.0 6.0 4.0 1.0 Yes 34.0 Travel_Rarely Research & Development 1.0 4.0 Female 1.0 Research Scientist 4.0 Single 3280.0 No 16.0 3.0 0.0 10.0 4.0 1.0 No 54.0 Travel_Rarely Research & Development 19.0 4.0 Female 2.0 Manufacturing Director 1.0 Divorced 5485.0 Yes 11.0 3.0 2.0 9.0 5.0 1.0 No 27.0 Travel_Frequently Sales 8.0 1.0 Male 2.0 Sales Executive 4.0 Married 4342.0 No 19.0 3.0 1.0 5.0 4.0 1.0 No 37.0 Travel_Rarely Research & Development 10.0 1.0 Female 1.0 Research Scientist 1.0 Divorced 2782.0 Yes 13.0 3.0 2.0 6.0 5.0 4.0 No 38.0 Travel_Frequently Research & Development 2.0 4.0 Female 2.0 Manufacturing Director 1.0 Single 5980.0 Yes 12.0 3.0 0.0 17.0 15.0 4.0 No 34.0 Travel_Rarely Research & Development 2.0 4.0 Female 1.0 Research Scientist 1.0 Single 4381.0 No 11.0 3.0 0.0 6.0 6.0 1.0 No 35.0 Travel_Rarely Sales 8.0 4.0 Female 1.0 Sales Representative 4.0 Married 2572.0 No 16.0 3.0 1.0 3.0 3.0 0.0 No 30.0 Travel_Rarely Research & Development 1.0 3.0 Male 1.0 Laboratory Technician 3.0 Married 3833.0 No 21.0 4.0 2.0 7.0 2.0 0.0 No 40.0 Travel_Frequently Research & Development 2.0 2.0 Female 2.0 Healthcare Representative 2.0 Married 4244.0 No 24.0 4.0 1.0 8.0 8.0 3.0 No 34.0 Travel_Rarely Sales 8.0 2.0 Female 2.0 Sales Executive 1.0 Married 6500.0 No 17.0 3.0 1.0 6.0 3.0 1.0 No 42.0 Travel_Frequently Research & Development 8.0 3.0 Male 5.0 Manager 4.0 Divorced 18430.0 No 13.0 3.0 1.0 24.0 24.0 14.0 No 23.0 Travel_Rarely Research & Development 6.0 3.0 Male 1.0 Laboratory Technician 1.0 Married 1601.0 Yes 21.0 4.0 2.0 1.0 0.0 0.0 Yes 24.0 Non-Travel Research & Development 9.0 3.0 Male 1.0 Laboratory Technician 2.0 Divorced 2694.0 No 11.0 3.0 3.0 1.0 1.0 0.0 No 52.0 Travel_Rarely Research & Development 11.0 4.0 Female 2.0 Laboratory Technician 3.0 Married 3149.0 No 20.0 4.0 1.0 9.0 5.0 1.0 No 50.0 Travel_Rarely Research & Development 2.0 3.0 Male 4.0 Research Director 3.0 Married 17639.0 No 16.0 3.0 0.0 30.0 4.0 0.0 No 29.0 Travel_Rarely Research & Development 1.0 2.0 Female 1.0 Laboratory Technician 1.0 Married 2319.0 Yes 11.0 3.0 1.0 1.0 1.0 0.0 Yes 33.0 Travel_Rarely Research & Development 7.0 3.0 Male 3.0 Research Director 3.0 Married 11691.0 No 11.0 3.0 0.0 14.0 13.0 3.0 No 33.0 Travel_Rarely Sales 16.0 3.0 Female 2.0 Sales Executive 1.0 Single 5324.0 No 15.0 3.0 0.0 6.0 3.0 0.0 Yes 47.0 Travel_Rarely Research & Development 2.0 2.0 Female 4.0 Manager 4.0 Married 16752.0 Yes 11.0 3.0 1.0 26.0 26.0 3.0 No 36.0 Travel_Rarely Research & Development 1.0 3.0 Female 2.0 Manufacturing Director 2.0 Married 5228.0 No 15.0 3.0 1.0 10.0 9.0 0.0 No 29.0 Travel_Rarely Research & Development 23.0 2.0 Male 1.0 Research Scientist 3.0 Married 2700.0 No 24.0 4.0 1.0 10.0 10.0 0.0 No 58.0 Travel_Rarely Research & Development 2.0 4.0 Male 5.0 Research Director 2.0 Single 19246.0 Yes 12.0 3.0 0.0 40.0 31.0 13.0 Yes 35.0 Travel_Rarely Research & Development 1.0 4.0 Female 1.0 Research Scientist 3.0 Single 2506.0 No 13.0 3.0 0.0 7.0 2.0 2.0 No 42.0 Travel_Rarely Research & Development 1.0 2.0 Female 2.0 Manufacturing Director 4.0 Married 6062.0 Yes 13.0 3.0 1.0 8.0 4.0 0.0 No 28.0 Travel_Rarely Research & Development 2.0 4.0 Male 1.0 Research Scientist 3.0 Single 4382.0 No 17.0 3.0 0.0 5.0 2.0 2.0 Yes 36.0 Travel_Rarely Human Resources 13.0 3.0 Male 1.0 Human Resources 2.0 Married 2143.0 No 13.0 3.0 1.0 8.0 5.0 0.0 No 32.0 Travel_Rarely Research & Development 4.0 3.0 Female 2.0 Manufacturing Director 3.0 Married 6162.0 No 12.0 3.0 1.0 14.0 14.0 6.0 No 40.0 Travel_Frequently Research & Development 16.0 4.0 Male 2.0 Laboratory Technician 3.0 Single 5094.0 No 14.0 3.0 0.0 10.0 1.0 0.0 No 30.0 Travel_Rarely Research & Development 2.0 3.0 Female 2.0 Manufacturing Director 4.0 Single 6877.0 Yes 24.0 4.0 0.0 12.0 0.0 0.0 No 45.0 Travel_Rarely Research & Development 2.0 3.0 Female 1.0 Research Scientist 3.0 Single 2274.0 No 14.0 3.0 0.0 1.0 1.0 0.0 No 42.0 Travel_Rarely Research & Development 29.0 3.0 Male 2.0 Manufacturing Director 2.0 Married 4434.0 No 13.0 3.0 1.0 10.0 9.0 7.0 No 38.0 Travel_Frequently Research & Development 12.0 3.0 Male 2.0 Healthcare Representative 1.0 Divorced 6288.0 No 15.0 3.0 1.0 13.0 4.0 1.0 No 34.0 Travel_Frequently Research & Development 16.0 4.0 Female 1.0 Research Scientist 4.0 Single 2553.0 No 16.0 3.0 0.0 6.0 5.0 1.0 No 49.0 Travel_Rarely Sales 11.0 3.0 Female 3.0 Sales Executive 4.0 Married 7654.0 No 18.0 3.0 2.0 9.0 9.0 7.0 Yes 55.0 Travel_Rarely Sales 2.0 1.0 Male 2.0 Sales Executive 4.0 Single 5160.0 No 16.0 3.0 0.0 12.0 9.0 7.0 Yes 43.0 Travel_Rarely Research & Development 14.0 2.0 Male 4.0 Research Director 1.0 Married 17159.0 No 24.0 4.0 1.0 22.0 4.0 1.0 No 27.0 Travel_Rarely Research & Development 5.0 1.0 Male 3.0 Research Director 4.0 Divorced 12808.0 Yes 16.0 3.0 1.0 9.0 9.0 0.0 No 35.0 Travel_Rarely Research & Development 7.0 3.0 Male 3.0 Manufacturing Director 3.0 Single 10221.0 No 21.0 4.0 0.0 17.0 8.0 1.0 No 28.0 Travel_Rarely Sales 2.0 4.0 Female 2.0 Sales Executive 2.0 Married 4779.0 Yes 20.0 4.0 0.0 8.0 8.0 7.0 No 34.0 Travel_Rarely Human Resources 3.0 2.0 Male 1.0 Human Resources 4.0 Married 3737.0 No 19.0 3.0 1.0 4.0 3.0 0.0 No 26.0 Travel_Frequently Research & Development 5.0 2.0 Female 1.0 Research Scientist 3.0 Married 2366.0 Yes 14.0 3.0 1.0 8.0 8.0 1.0 Yes 27.0 Non-Travel Research & Development 3.0 3.0 Male 1.0 Research Scientist 4.0 Married 1706.0 No 11.0 3.0 3.0 0.0 0.0 0.0 No 51.0 Travel_Rarely Sales 26.0 4.0 Female 4.0 Manager 3.0 Married 16307.0 No 14.0 3.0 1.0 29.0 20.0 4.0 No 44.0 Travel_Rarely Research & Development 4.0 3.0 Male 2.0 Healthcare Representative 2.0 Single 5933.0 No 12.0 3.0 0.0 10.0 5.0 2.0 No 25.0 Travel_Rarely Research & Development 2.0 1.0 Male 1.0 Research Scientist 1.0 Single 3424.0 No 13.0 3.0 0.0 6.0 4.0 0.0 No 33.0 Travel_Rarely Sales 1.0 3.0 Male 2.0 Sales Executive 1.0 Divorced 4037.0 No 22.0 4.0 1.0 9.0 9.0 0.0 No 35.0 Travel_Rarely Research & Development 27.0 1.0 Female 1.0 Research Scientist 1.0 Single 2559.0 No 11.0 3.0 0.0 6.0 6.0 1.0 No 36.0 Travel_Rarely Sales 1.0 2.0 Male 2.0 Sales Executive 4.0 Married 6201.0 Yes 14.0 3.0 1.0 18.0 18.0 4.0 No 32.0 Travel_Rarely Sales 13.0 4.0 Male 2.0 Sales Executive 4.0 Divorced 4403.0 No 11.0 3.0 1.0 8.0 5.0 0.0 No 30.0 Travel_Frequently Research & Development 5.0 4.0 Male 1.0 Research Scientist 4.0 Divorced 3761.0 No 12.0 3.0 1.0 10.0 5.0 0.0 No 53.0 Travel_Rarely Sales 7.0 2.0 Female 3.0 Sales Executive 4.0 Married 10934.0 Yes 18.0 3.0 1.0 35.0 5.0 0.0 No 45.0 Travel_Rarely Sales 9.0 3.0 Male 3.0 Sales Executive 1.0 Divorced 10761.0 Yes 12.0 3.0 1.0 18.0 5.0 0.0 No 32.0 Travel_Rarely Research & Development 8.0 2.0 Female 2.0 Research Scientist 3.0 Married 5175.0 No 12.0 3.0 1.0 9.0 5.0 1.0 No 52.0 Travel_Frequently Research & Development 25.0 4.0 Female 4.0 Manufacturing Director 4.0 Married 13826.0 No 22.0 4.0 0.0 31.0 9.0 0.0 No 37.0 Travel_Rarely Sales 16.0 4.0 Male 2.0 Sales Executive 3.0 Divorced 6334.0 No 19.0 3.0 2.0 9.0 1.0 0.0 No 28.0 Travel_Rarely Human Resources 8.0 2.0 Male 1.0 Human Resources 4.0 Divorced 4936.0 No 13.0 3.0 1.0 6.0 5.0 0.0 No 22.0 Travel_Rarely Research & Development 1.0 2.0 Male 2.0 Manufacturing Director 4.0 Married 4775.0 No 22.0 4.0 2.0 4.0 2.0 2.0 No 44.0 Travel_Rarely Research & Development 8.0 4.0 Male 1.0 Laboratory Technician 4.0 Married 2818.0 Yes 24.0 4.0 1.0 10.0 3.0 0.0 No 42.0 Travel_Frequently Research & Development 2.0 1.0 Male 1.0 Research Scientist 4.0 Single 2515.0 Yes 14.0 3.0 0.0 8.0 2.0 2.0 No 36.0 Travel_Rarely Human Resources 8.0 3.0 Male 1.0 Human Resources 1.0 Married 2342.0 No 21.0 4.0 0.0 6.0 5.0 0.0 No 25.0 Travel_Rarely Sales 3.0 1.0 Male 2.0 Sales Executive 1.0 Married 4194.0 Yes 18.0 3.0 0.0 5.0 5.0 0.0 No 35.0 Travel_Rarely Research & Development 9.0 3.0 Female 3.0 Manufacturing Director 3.0 Married 10685.0 Yes 20.0 4.0 1.0 17.0 17.0 5.0 No 35.0 Travel_Frequently Research & Development 25.0 4.0 Female 1.0 Research Scientist 2.0 Divorced 2022.0 Yes 19.0 3.0 1.0 10.0 10.0 7.0 Yes 32.0 Non-Travel Research & Development 1.0 3.0 Male 1.0 Laboratory Technician 4.0 Divorced 2314.0 No 12.0 3.0 1.0 4.0 3.0 0.0 No 25.0 Travel_Rarely Sales 4.0 1.0 Male 2.0 Sales Executive 1.0 Married 4256.0 No 12.0 3.0 0.0 5.0 5.0 0.0 No 49.0 Travel_Rarely Research & Development 1.0 3.0 Female 1.0 Research Scientist 1.0 Married 3580.0 No 16.0 3.0 1.0 7.0 4.0 0.0 No 24.0 Non-Travel Research & Development 4.0 1.0 Male 1.0 Laboratory Technician 4.0 Married 3162.0 No 17.0 3.0 0.0 6.0 5.0 3.0 No 32.0 Travel_Frequently Sales 5.0 2.0 Male 2.0 Sales Executive 2.0 Married 6524.0 No 14.0 3.0 1.0 10.0 10.0 5.0 No 38.0 Travel_Rarely Sales 9.0 3.0 Male 1.0 Sales Representative 2.0 Married 2899.0 No 19.0 3.0 1.0 3.0 2.0 1.0 No 42.0 Travel_Rarely Research & Development 3.0 3.0 Female 2.0 Laboratory Technician 4.0 Married 5231.0 Yes 13.0 3.0 1.0 17.0 5.0 1.0 No 31.0 Travel_Rarely Research & Development 11.0 4.0 Male 1.0 Research Scientist 4.0 Married 2356.0 Yes 19.0 3.0 1.0 8.0 6.0 0.0 No 29.0 Travel_Rarely Sales 1.0 3.0 Female 1.0 Sales Representative 3.0 Divorced 2800.0 Yes 19.0 3.0 3.0 5.0 3.0 0.0 Yes 53.0 Travel_Rarely Sales 8.0 3.0 Male 4.0 Sales Executive 4.0 Married 11836.0 No 14.0 3.0 1.0 28.0 2.0 2.0 No 35.0 Travel_Rarely Research & Development 25.0 3.0 Male 3.0 Manufacturing Director 2.0 Married 10903.0 No 16.0 3.0 0.0 16.0 13.0 4.0 No 37.0 Travel_Frequently Sales 21.0 2.0 Female 1.0 Sales Representative 4.0 Married 2973.0 No 15.0 3.0 1.0 10.0 5.0 0.0 No 53.0 Travel_Rarely Research & Development 23.0 4.0 Female 4.0 Research Director 4.0 Single 14275.0 No 18.0 3.0 0.0 33.0 12.0 3.0 No 43.0 Travel_Frequently Research & Development 1.0 3.0 Female 2.0 Healthcare Representative 4.0 Married 5562.0 No 13.0 3.0 1.0 12.0 5.0 2.0 No 47.0 Travel_Rarely Sales 2.0 2.0 Female 2.0 Sales Executive 4.0 Married 4537.0 Yes 22.0 4.0 1.0 8.0 7.0 7.0 No 37.0 Non-Travel Sales 19.0 2.0 Male 3.0 Sales Executive 2.0 Single 7642.0 Yes 13.0 3.0 0.0 10.0 10.0 0.0 No 50.0 Non-Travel Research & Development 2.0 4.0 Male 4.0 Manager 1.0 Divorced 17924.0 No 11.0 3.0 1.0 31.0 31.0 14.0 No 39.0 Travel_Rarely Human Resources 2.0 3.0 Female 2.0 Human Resources 4.0 Married 5204.0 No 11.0 3.0 2.0 13.0 5.0 0.0 No 33.0 Travel_Rarely Human Resources 3.0 2.0 Male 1.0 Human Resources 2.0 Divorced 2277.0 Yes 11.0 3.0 1.0 7.0 4.0 0.0 No 32.0 Travel_Rarely Research & Development 25.0 4.0 Male 1.0 Laboratory Technician 4.0 Single 2795.0 Yes 24.0 4.0 0.0 1.0 1.0 0.0 Yes 29.0 Travel_Rarely Research & Development 7.0 1.0 Female 1.0 Laboratory Technician 4.0 Divorced 2532.0 No 14.0 3.0 3.0 8.0 4.0 0.0 No 44.0 Travel_Rarely Research & Development 9.0 2.0 Male 1.0 Research Scientist 1.0 Married 2559.0 Yes 13.0 3.0 0.0 8.0 8.0 7.0 No 28.0 Travel_Rarely Sales 5.0 4.0 Male 2.0 Sales Executive 4.0 Single 4908.0 No 14.0 3.0 0.0 4.0 4.0 0.0 No 58.0 Travel_Frequently Research & Development 2.0 1.0 Male 1.0 Laboratory Technician 4.0 Divorced 2380.0 Yes 14.0 3.0 1.0 3.0 1.0 0.0 Yes 43.0 Travel_Rarely Research & Development 8.0 3.0 Female 2.0 Manufacturing Director 2.0 Divorced 4765.0 No 21.0 4.0 1.0 4.0 1.0 0.0 No 20.0 Travel_Rarely Sales 2.0 3.0 Female 1.0 Sales Representative 3.0 Single 2044.0 No 13.0 3.0 0.0 2.0 2.0 0.0 Yes 21.0 Travel_Rarely Research & Development 18.0 1.0 Female 1.0 Research Scientist 4.0 Single 2693.0 No 19.0 3.0 0.0 1.0 1.0 0.0 Yes 36.0 Travel_Rarely Research & Development 14.0 1.0 Male 2.0 Healthcare Representative 4.0 Married 6586.0 Yes 17.0 3.0 1.0 17.0 16.0 4.0 No 47.0 Travel_Rarely Sales 2.0 4.0 Female 1.0 Sales Representative 4.0 Single 3294.0 Yes 18.0 3.0 0.0 3.0 3.0 1.0 No 22.0 Travel_Rarely Research & Development 3.0 1.0 Female 2.0 Manufacturing Director 3.0 Married 4171.0 Yes 19.0 3.0 1.0 4.0 3.0 0.0 Yes 41.0 Travel_Rarely Research & Development 2.0 4.0 Female 1.0 Laboratory Technician 4.0 Divorced 2778.0 Yes 13.0 3.0 1.0 10.0 7.0 1.0 Yes 28.0 Travel_Rarely Research & Development 9.0 3.0 Female 1.0 Research Scientist 3.0 Divorced 2377.0 No 18.0 3.0 1.0 6.0 2.0 2.0 No 39.0 Travel_Rarely Research & Development 6.0 3.0 Male 1.0 Laboratory Technician 1.0 Married 2404.0 Yes 21.0 4.0 0.0 8.0 2.0 2.0 Yes 27.0 Travel_Rarely Research & Development 4.0 3.0 Female 1.0 Research Scientist 3.0 Single 2318.0 No 19.0 3.0 0.0 1.0 1.0 0.0 No 34.0 Travel_Rarely Research & Development 10.0 3.0 Male 1.0 Laboratory Technician 2.0 Divorced 2008.0 No 14.0 3.0 2.0 1.0 1.0 1.0 No 42.0 Travel_Rarely Sales 14.0 2.0 Female 2.0 Sales Executive 3.0 Single 6244.0 No 17.0 3.0 0.0 10.0 5.0 0.0 No 33.0 Travel_Rarely Research & Development 1.0 4.0 Male 1.0 Research Scientist 1.0 Single 2799.0 Yes 11.0 3.0 0.0 6.0 3.0 0.0 No 58.0 Travel_Rarely Research & Development 5.0 3.0 Female 3.0 Healthcare Representative 2.0 Divorced 10552.0 Yes 13.0 3.0 1.0 24.0 6.0 0.0 No 31.0 Travel_Rarely Sales 7.0 4.0 Male 1.0 Sales Representative 3.0 Married 2329.0 No 15.0 3.0 0.0 13.0 7.0 5.0 No 35.0 Travel_Rarely Research & Development 21.0 1.0 Female 2.0 Healthcare Representative 4.0 Married 4014.0 Yes 25.0 4.0 1.0 10.0 10.0 0.0 No 49.0 Travel_Rarely Research & Development 8.0 2.0 Female 3.0 Laboratory Technician 2.0 Married 7403.0 No 11.0 3.0 1.0 29.0 26.0 1.0 No 48.0 Travel_Rarely Research & Development 20.0 4.0 Male 1.0 Research Scientist 3.0 Married 2259.0 No 17.0 3.0 2.0 13.0 0.0 0.0 No 31.0 Non-Travel Sales 20.0 2.0 Female 2.0 Sales Executive 3.0 Married 6932.0 No 13.0 3.0 1.0 9.0 9.0 0.0 No 36.0 Travel_Rarely Research & Development 7.0 4.0 Male 1.0 Research Scientist 4.0 Single 4678.0 No 18.0 3.0 0.0 8.0 6.0 0.0 No 38.0 Travel_Rarely Research & Development 1.0 3.0 Female 3.0 Research Director 1.0 Married 13582.0 No 13.0 3.0 1.0 15.0 15.0 5.0 No 32.0 Non-Travel Research & Development 1.0 3.0 Female 1.0 Laboratory Technician 2.0 Married 2332.0 No 20.0 4.0 0.0 5.0 3.0 0.0 No 25.0 Travel_Rarely Sales 19.0 2.0 Male 1.0 Sales Representative 2.0 Married 2413.0 Yes 18.0 3.0 3.0 1.0 1.0 0.0 Yes 40.0 Travel_Rarely Sales 10.0 4.0 Male 3.0 Sales Executive 2.0 Divorced 9705.0 No 12.0 3.0 1.0 11.0 1.0 0.0 No 26.0 Travel_Frequently Sales 1.0 3.0 Male 2.0 Sales Executive 1.0 Single 4294.0 No 12.0 3.0 0.0 7.0 7.0 0.0 No 41.0 Travel_Rarely Research & Development 6.0 3.0 Male 1.0 Laboratory Technician 1.0 Single 4721.0 Yes 13.0 3.0 0.0 20.0 18.0 2.0 No 36.0 Travel_Rarely Research & Development 2.0 4.0 Male 1.0 Laboratory Technician 3.0 Single 2519.0 No 21.0 4.0 0.0 16.0 11.0 3.0 No 19.0 Travel_Rarely Sales 21.0 3.0 Male 1.0 Sales Representative 2.0 Single 2121.0 Yes 13.0 3.0 0.0 1.0 1.0 0.0 Yes 20.0 Travel_Rarely Research & Development 4.0 3.0 Male 1.0 Laboratory Technician 1.0 Single 2973.0 No 19.0 3.0 0.0 1.0 1.0 0.0 Yes 31.0 Travel_Rarely Research & Development 12.0 3.0 Female 2.0 Healthcare Representative 4.0 Married 5855.0 Yes 11.0 3.0 2.0 10.0 9.0 8.0 No 40.0 Travel_Frequently Research & Development 9.0 4.0 Male 1.0 Research Scientist 2.0 Divorced 3617.0 Yes 14.0 3.0 1.0 3.0 1.0 0.0 No 32.0 Travel_Rarely Research & Development 3.0 4.0 Female 2.0 Manufacturing Director 1.0 Married 6725.0 No 12.0 3.0 1.0 8.0 8.0 6.0 No 36.0 Travel_Rarely Sales 3.0 1.0 Male 3.0 Sales Executive 4.0 Married 10325.0 Yes 11.0 3.0 1.0 16.0 16.0 3.0 Yes 33.0 Travel_Rarely Research & Development 1.0 3.0 Female 2.0 Healthcare Representative 4.0 Single 6949.0 No 14.0 3.0 0.0 6.0 5.0 1.0 No 37.0 Travel_Rarely Sales 1.0 4.0 Male 3.0 Sales Executive 3.0 Married 10609.0 No 11.0 3.0 0.0 17.0 14.0 11.0 Yes 45.0 Non-Travel Research & Development 4.0 2.0 Male 2.0 Laboratory Technician 2.0 Married 4447.0 No 12.0 3.0 0.0 9.0 9.0 0.0 No 29.0 Travel_Frequently Sales 20.0 3.0 Female 1.0 Sales Representative 4.0 Married 2157.0 No 15.0 3.0 1.0 3.0 3.0 0.0 No 35.0 Travel_Rarely Sales 18.0 3.0 Female 2.0 Sales Executive 3.0 Married 4601.0 No 16.0 3.0 0.0 5.0 5.0 1.0 No 52.0 Travel_Rarely Research & Development 1.0 2.0 Male 4.0 Manager 4.0 Married 17099.0 No 15.0 3.0 1.0 26.0 9.0 7.0 No 58.0 Travel_Rarely Research & Development 2.0 3.0 Male 1.0 Research Scientist 3.0 Single 2479.0 No 24.0 4.0 0.0 7.0 1.0 0.0 Yes 53.0 Travel_Rarely Sales 2.0 2.0 Male 4.0 Manager 3.0 Divorced 14852.0 No 13.0 3.0 1.0 22.0 17.0 15.0 No 30.0 Travel_Rarely Sales 8.0 2.0 Male 3.0 Sales Executive 3.0 Divorced 7264.0 No 11.0 3.0 1.0 10.0 8.0 7.0 No 38.0 Non-Travel Sales 10.0 3.0 Female 2.0 Sales Executive 4.0 Single 5666.0 Yes 13.0 3.0 0.0 6.0 5.0 1.0 No 35.0 Travel_Rarely Sales 3.0 4.0 Male 3.0 Sales Executive 4.0 Divorced 7823.0 No 13.0 3.0 1.0 12.0 10.0 0.0 No 39.0 Travel_Rarely Sales 2.0 5.0 Male 3.0 Sales Executive 3.0 Single 7880.0 No 18.0 3.0 0.0 9.0 8.0 0.0 No 40.0 Non-Travel Sales 24.0 3.0 Female 4.0 Sales Executive 2.0 Single 13194.0 Yes 16.0 3.0 0.0 22.0 1.0 0.0 Yes 47.0 Travel_Frequently Research & Development 16.0 4.0 Male 2.0 Manufacturing Director 3.0 Divorced 5067.0 Yes 19.0 3.0 0.0 20.0 19.0 2.0 No 36.0 Non-Travel Sales 8.0 4.0 Male 2.0 Sales Executive 4.0 Divorced 5079.0 No 13.0 3.0 2.0 12.0 7.0 0.0 No 31.0 Non-Travel Research & Development 9.0 2.0 Male 1.0 Research Scientist 1.0 Single 2321.0 Yes 22.0 4.0 0.0 4.0 3.0 1.0 Yes 33.0 Non-Travel Sales 17.0 3.0 Male 4.0 Manager 3.0 Single 17444.0 No 11.0 3.0 0.0 10.0 10.0 6.0 No 29.0 Travel_Rarely Research & Development 10.0 3.0 Female 1.0 Research Scientist 1.0 Single 2404.0 Yes 20.0 4.0 0.0 3.0 0.0 0.0 Yes 33.0 Travel_Rarely Research & Development 13.0 1.0 Female 1.0 Research Scientist 4.0 Single 3452.0 No 18.0 3.0 0.0 5.0 3.0 0.0 No 45.0 Travel_Rarely Research & Development 1.0 4.0 Female 1.0 Laboratory Technician 4.0 Divorced 2270.0 No 14.0 3.0 2.0 8.0 5.0 0.0 No 50.0 Travel_Rarely Research & Development 1.0 2.0 Male 4.0 Research Director 4.0 Divorced 17399.0 No 22.0 4.0 1.0 32.0 5.0 1.0 No 33.0 Travel_Frequently Research & Development 1.0 4.0 Female 2.0 Healthcare Representative 2.0 Married 5488.0 Yes 13.0 3.0 1.0 6.0 6.0 1.0 No 41.0 Travel_Frequently Research & Development 9.0 3.0 Male 5.0 Research Director 3.0 Divorced 19419.0 No 17.0 3.0 1.0 21.0 18.0 0.0 No 27.0 Travel_Rarely Research & Development 16.0 4.0 Female 1.0 Laboratory Technician 2.0 Married 2811.0 No 14.0 3.0 1.0 4.0 2.0 2.0 No 45.0 Non-Travel Research & Development 23.0 2.0 Male 2.0 Laboratory Technician 1.0 Married 3633.0 Yes 15.0 3.0 1.0 9.0 9.0 0.0 No 47.0 Travel_Rarely Sales 4.0 2.0 Female 2.0 Sales Executive 4.0 Single 4163.0 Yes 17.0 3.0 0.0 9.0 9.0 0.0 No 30.0 Travel_Rarely Research & Development 22.0 3.0 Female 1.0 Research Scientist 3.0 Married 2132.0 Yes 11.0 3.0 0.0 7.0 5.0 0.0 Yes 50.0 Travel_Rarely Research & Development 24.0 3.0 Male 4.0 Manufacturing Director 3.0 Married 13973.0 Yes 18.0 3.0 1.0 22.0 12.0 1.0 No 38.0 Travel_Frequently Research & Development 10.0 1.0 Male 1.0 Research Scientist 3.0 Married 2684.0 No 17.0 3.0 1.0 3.0 2.0 0.0 No 46.0 Travel_Rarely Research & Development 7.0 2.0 Male 3.0 Manufacturing Director 3.0 Divorced 10845.0 No 13.0 3.0 1.0 13.0 8.0 0.0 No 24.0 Travel_Rarely Research & Development 17.0 1.0 Female 2.0 Manufacturing Director 3.0 Divorced 4377.0 No 15.0 3.0 2.0 5.0 4.0 3.0 No 35.0 Travel_Rarely Research & Development 14.0 4.0 Male 1.0 Laboratory Technician 2.0 Divorced 3743.0 Yes 24.0 4.0 1.0 5.0 4.0 0.0 Yes 31.0 Travel_Frequently Research & Development 1.0 1.0 Female 2.0 Manufacturing Director 1.0 Married 4148.0 No 12.0 3.0 1.0 4.0 4.0 0.0 No 18.0 Non-Travel Research & Development 5.0 2.0 Male 1.0 Research Scientist 4.0 Single 1051.0 No 15.0 3.0 0.0 0.0 0.0 0.0 No 54.0 Travel_Rarely Research & Development 17.0 3.0 Female 3.0 Manufacturing Director 3.0 Married 10739.0 No 11.0 3.0 1.0 22.0 10.0 0.0 No 35.0 Travel_Rarely Research & Development 25.0 4.0 Female 3.0 Healthcare Representative 3.0 Divorced 10388.0 Yes 11.0 3.0 1.0 16.0 16.0 10.0 No 30.0 Travel_Rarely Research & Development 8.0 2.0 Female 3.0 Research Director 1.0 Married 11416.0 Yes 12.0 3.0 3.0 9.0 8.0 1.0 No 20.0 Travel_Rarely Research & Development 11.0 3.0 Female 1.0 Research Scientist 1.0 Single 2600.0 Yes 15.0 3.0 0.0 1.0 1.0 0.0 Yes 30.0 Travel_Frequently Research & Development 5.0 3.0 Female 1.0 Laboratory Technician 2.0 Single 2422.0 No 17.0 3.0 0.0 4.0 3.0 1.0 Yes 26.0 Travel_Rarely Research & Development 2.0 2.0 Male 2.0 Manufacturing Director 4.0 Married 5472.0 No 12.0 3.0 0.0 8.0 8.0 1.0 No 22.0 Travel_Rarely Research & Development 8.0 1.0 Male 1.0 Laboratory Technician 1.0 Married 2451.0 No 15.0 3.0 1.0 4.0 4.0 1.0 No 48.0 Travel_Rarely Research & Development 6.0 3.0 Male 2.0 Healthcare Representative 3.0 Single 4240.0 No 13.0 3.0 0.0 19.0 2.0 2.0 No 48.0 Travel_Rarely Research & Development 4.0 4.0 Male 3.0 Healthcare Representative 3.0 Single 10999.0 No 14.0 3.0 0.0 27.0 15.0 4.0 No 41.0 Travel_Rarely Research & Development 7.0 2.0 Female 2.0 Manufacturing Director 3.0 Single 5003.0 No 14.0 3.0 0.0 8.0 2.0 2.0 No 39.0 Travel_Rarely Research & Development 1.0 1.0 Female 4.0 Manufacturing Director 4.0 Married 12742.0 No 16.0 3.0 1.0 21.0 21.0 11.0 No 27.0 Travel_Rarely Research & Development 2.0 4.0 Female 2.0 Manufacturing Director 4.0 Married 4227.0 No 18.0 3.0 1.0 4.0 3.0 2.0 No 35.0 Travel_Rarely Research & Development 10.0 3.0 Male 1.0 Laboratory Technician 4.0 Divorced 3917.0 No 20.0 4.0 1.0 3.0 3.0 1.0 No 42.0 Travel_Rarely Sales 5.0 2.0 Male 5.0 Manager 3.0 Married 18303.0 No 13.0 3.0 0.0 21.0 1.0 0.0 No 50.0 Travel_Rarely Research & Development 9.0 3.0 Male 1.0 Laboratory Technician 4.0 Married 2380.0 No 18.0 3.0 0.0 8.0 1.0 0.0 No 59.0 Travel_Rarely Research & Development 2.0 3.0 Female 4.0 Manufacturing Director 4.0 Single 13726.0 Yes 13.0 3.0 0.0 30.0 5.0 4.0 No 37.0 Travel_Rarely Research & Development 11.0 2.0 Female 2.0 Healthcare Representative 2.0 Married 4777.0 No 15.0 3.0 0.0 15.0 1.0 0.0 Yes 55.0 Travel_Frequently Research & Development 18.0 4.0 Male 2.0 Healthcare Representative 2.0 Married 6385.0 Yes 14.0 3.0 2.0 17.0 8.0 6.0 No 41.0 Non-Travel Research & Development 7.0 1.0 Female 5.0 Research Director 3.0 Divorced 19973.0 No 22.0 4.0 2.0 21.0 21.0 5.0 No 38.0 Travel_Rarely Sales 3.0 4.0 Male 2.0 Sales Executive 4.0 Single 6861.0 Yes 12.0 3.0 0.0 19.0 1.0 0.0 No 26.0 Non-Travel Sales 29.0 2.0 Male 2.0 Sales Executive 1.0 Single 4969.0 No 18.0 3.0 0.0 7.0 2.0 2.0 Yes 52.0 Travel_Rarely Sales 2.0 1.0 Female 5.0 Manager 4.0 Married 19845.0 No 15.0 3.0 1.0 33.0 32.0 6.0 Yes 44.0 Travel_Rarely Sales 28.0 3.0 Female 4.0 Sales Executive 4.0 Married 13320.0 Yes 18.0 3.0 1.0 23.0 12.0 11.0 No 50.0 Non-Travel Sales 1.0 3.0 Female 2.0 Sales Executive 3.0 Married 6347.0 No 12.0 3.0 1.0 19.0 18.0 0.0 No 36.0 Travel_Rarely Research & Development 16.0 4.0 Female 1.0 Laboratory Technician 1.0 Single 2743.0 No 16.0 3.0 0.0 18.0 17.0 15.0 Yes 39.0 Travel_Frequently Research & Development 22.0 3.0 Female 3.0 Manufacturing Director 1.0 Single 10880.0 Yes 13.0 3.0 0.0 21.0 21.0 2.0 No 33.0 Non-Travel Sales 8.0 1.0 Female 1.0 Sales Representative 4.0 Single 2342.0 No 19.0 3.0 0.0 3.0 2.0 2.0 No 45.0 Travel_Rarely Sales 11.0 2.0 Female 4.0 Manager 4.0 Married 17650.0 No 13.0 3.0 1.0 26.0 9.0 1.0 No 32.0 Non-Travel Research & Development 29.0 4.0 Female 1.0 Laboratory Technician 3.0 Single 4025.0 No 12.0 3.0 0.0 10.0 8.0 7.0 No 34.0 Travel_Rarely Sales 1.0 4.0 Male 2.0 Sales Executive 4.0 Divorced 9725.0 No 11.0 3.0 1.0 16.0 15.0 0.0 No 59.0 Travel_Rarely Sales 1.0 2.0 Male 3.0 Manager 4.0 Married 11904.0 Yes 14.0 3.0 1.0 14.0 6.0 0.0 No 45.0 Travel_Rarely Human Resources 24.0 4.0 Male 1.0 Human Resources 2.0 Single 2177.0 No 16.0 3.0 0.0 6.0 6.0 0.0 No 53.0 Travel_Frequently Sales 2.0 3.0 Female 3.0 Sales Executive 2.0 Married 7525.0 No 12.0 3.0 1.0 30.0 15.0 6.0 No 36.0 Travel_Rarely Research & Development 15.0 3.0 Male 2.0 Laboratory Technician 3.0 Divorced 4834.0 No 14.0 3.0 1.0 9.0 1.0 0.0 Yes 26.0 Travel_Frequently Research & Development 2.0 3.0 Male 1.0 Research Scientist 1.0 Married 2042.0 Yes 14.0 3.0 1.0 6.0 3.0 1.0 Yes 34.0 Travel_Rarely Sales 10.0 4.0 Female 1.0 Sales Representative 3.0 Married 2220.0 Yes 19.0 3.0 1.0 1.0 1.0 0.0 No 28.0 Travel_Rarely Sales 10.0 1.0 Male 1.0 Sales Representative 2.0 Married 1052.0 No 22.0 4.0 0.0 1.0 1.0 0.0 No 38.0 Travel_Frequently Research & Development 3.0 4.0 Male 1.0 Research Scientist 3.0 Married 2821.0 No 16.0 3.0 1.0 8.0 2.0 2.0 No 50.0 Travel_Rarely Research & Development 2.0 4.0 Male 5.0 Research Director 3.0 Married 19237.0 Yes 11.0 3.0 1.0 29.0 8.0 7.0 No 37.0 Travel_Rarely Research & Development 3.0 3.0 Female 2.0 Healthcare Representative 2.0 Single 4107.0 No 15.0 3.0 0.0 8.0 4.0 0.0 No 40.0 Travel_Rarely Sales 26.0 3.0 Male 2.0 Sales Executive 1.0 Married 8396.0 No 14.0 3.0 1.0 8.0 7.0 7.0 No 26.0 Travel_Frequently Research & Development 1.0 1.0 Female 1.0 Research Scientist 3.0 Divorced 2007.0 No 13.0 3.0 2.0 5.0 5.0 1.0 No 46.0 Travel_Rarely Research & Development 1.0 4.0 Male 5.0 Research Director 4.0 Divorced 19627.0 No 17.0 3.0 2.0 23.0 2.0 2.0 No 54.0 Travel_Rarely Sales 2.0 4.0 Female 3.0 Sales Executive 3.0 Married 10686.0 No 11.0 3.0 1.0 13.0 9.0 7.0 No 56.0 Travel_Frequently Research & Development 9.0 3.0 Female 1.0 Research Scientist 3.0 Married 2942.0 No 19.0 3.0 1.0 18.0 5.0 0.0 No 36.0 Travel_Rarely Research & Development 12.0 5.0 Female 3.0 Manufacturing Director 4.0 Single 8858.0 No 11.0 3.0 0.0 15.0 14.0 7.0 No 55.0 Non-Travel Research & Development 2.0 1.0 Male 4.0 Manager 1.0 Single 16756.0 No 15.0 3.0 0.0 31.0 9.0 6.0 No 43.0 Travel_Rarely Sales 25.0 3.0 Male 3.0 Sales Executive 4.0 Divorced 10798.0 No 13.0 3.0 1.0 18.0 1.0 0.0 No 20.0 Travel_Frequently Sales 9.0 3.0 Female 1.0 Sales Representative 4.0 Single 2323.0 Yes 14.0 3.0 0.0 2.0 2.0 0.0 Yes 21.0 Travel_Rarely Research & Development 10.0 3.0 Female 1.0 Laboratory Technician 1.0 Single 1416.0 No 13.0 3.0 0.0 1.0 1.0 1.0 Yes 46.0 Travel_Rarely Research & Development 8.0 4.0 Female 2.0 Research Scientist 1.0 Divorced 4615.0 Yes 23.0 4.0 3.0 19.0 16.0 1.0 No 51.0 Travel_Rarely Research & Development 4.0 4.0 Male 1.0 Research Scientist 3.0 Married 2461.0 Yes 12.0 3.0 3.0 18.0 10.0 2.0 Yes 28.0 Non-Travel Research & Development 24.0 2.0 Male 3.0 Healthcare Representative 1.0 Single 8722.0 No 12.0 3.0 0.0 10.0 10.0 1.0 Yes 26.0 Travel_Rarely Research & Development 1.0 2.0 Male 1.0 Laboratory Technician 1.0 Married 3955.0 No 16.0 3.0 2.0 6.0 5.0 1.0 No 30.0 Travel_Rarely Research & Development 20.0 3.0 Male 2.0 Manufacturing Director 1.0 Married 9957.0 No 15.0 3.0 1.0 7.0 6.0 0.0 No 41.0 Travel_Rarely Research & Development 7.0 2.0 Female 1.0 Research Scientist 3.0 Married 3376.0 No 13.0 3.0 0.0 10.0 10.0 0.0 No 38.0 Travel_Rarely Research & Development 17.0 1.0 Female 3.0 Healthcare Representative 3.0 Married 8823.0 No 18.0 3.0 1.0 20.0 19.0 1.0 No 40.0 Travel_Rarely Research & Development 20.0 4.0 Male 3.0 Healthcare Representative 4.0 Married 10322.0 No 20.0 4.0 1.0 14.0 11.0 11.0 No 27.0 Non-Travel Research & Development 8.0 5.0 Male 1.0 Laboratory Technician 3.0 Married 4621.0 No 19.0 3.0 3.0 3.0 3.0 1.0 No 55.0 Travel_Frequently Research & Development 2.0 1.0 Male 3.0 Manufacturing Director 2.0 Married 10976.0 No 18.0 3.0 1.0 23.0 3.0 1.0 No 28.0 Travel_Rarely Research & Development 10.0 3.0 Female 2.0 Research Scientist 3.0 Single 3660.0 No 13.0 3.0 0.0 10.0 8.0 1.0 No 44.0 Travel_Rarely Human Resources 1.0 2.0 Male 3.0 Human Resources 1.0 Married 10482.0 No 14.0 3.0 1.0 24.0 20.0 3.0 Yes 33.0 Travel_Rarely Research & Development 5.0 3.0 Male 3.0 Healthcare Representative 4.0 Divorced 7119.0 No 15.0 3.0 1.0 9.0 3.0 1.0 No 35.0 Travel_Rarely Sales 4.0 3.0 Male 3.0 Sales Executive 1.0 Single 9582.0 Yes 22.0 4.0 0.0 9.0 8.0 4.0 Yes 33.0 Travel_Frequently Research & Development 29.0 4.0 Female 2.0 Research Scientist 3.0 Single 4508.0 No 22.0 4.0 0.0 14.0 13.0 3.0 Yes 28.0 Travel_Rarely Research & Development 15.0 2.0 Male 1.0 Laboratory Technician 3.0 Divorced 2207.0 No 16.0 3.0 1.0 4.0 4.0 2.0 No 34.0 Travel_Frequently Research & Development 3.0 1.0 Male 2.0 Healthcare Representative 4.0 Single 7756.0 No 17.0 3.0 0.0 7.0 6.0 0.0 No 37.0 Travel_Rarely Sales 10.0 4.0 Female 2.0 Sales Executive 4.0 Divorced 6694.0 Yes 14.0 3.0 3.0 8.0 1.0 0.0 No 25.0 Travel_Rarely Research & Development 4.0 1.0 Male 1.0 Laboratory Technician 4.0 Married 3691.0 Yes 15.0 3.0 1.0 7.0 7.0 5.0 Yes 26.0 Travel_Rarely Research & Development 21.0 3.0 Male 1.0 Laboratory Technician 3.0 Divorced 2377.0 No 20.0 4.0 1.0 1.0 1.0 0.0 Yes 33.0 Travel_Rarely Research & Development 25.0 3.0 Male 1.0 Research Scientist 2.0 Single 2313.0 Yes 20.0 4.0 0.0 5.0 2.0 2.0 Yes 42.0 Travel_Rarely Research & Development 2.0 2.0 Male 4.0 Manager 1.0 Married 17665.0 No 17.0 3.0 1.0 23.0 22.0 13.0 No 28.0 Travel_Frequently Research & Development 1.0 3.0 Male 1.0 Laboratory Technician 2.0 Divorced 2596.0 No 15.0 3.0 2.0 1.0 1.0 0.0 Yes 50.0 Travel_Frequently Sales 1.0 4.0 Male 2.0 Sales Executive 3.0 Single 4728.0 Yes 14.0 3.0 0.0 5.0 0.0 0.0 Yes 33.0 Travel_Frequently Sales 7.0 3.0 Female 2.0 Sales Executive 2.0 Married 4302.0 No 17.0 3.0 1.0 4.0 3.0 0.0 No 34.0 Non-Travel Research & Development 3.0 4.0 Male 1.0 Research Scientist 4.0 Married 2979.0 No 17.0 3.0 3.0 6.0 0.0 0.0 No 48.0 Non-Travel Research & Development 1.0 4.0 Male 4.0 Manager 4.0 Single 16885.0 No 22.0 4.0 0.0 27.0 5.0 2.0 No 45.0 Non-Travel Sales 9.0 4.0 Female 2.0 Sales Executive 3.0 Married 5593.0 No 13.0 3.0 1.0 15.0 15.0 4.0 No 52.0 Travel_Rarely Research & Development 7.0 4.0 Male 3.0 Healthcare Representative 2.0 Single 10445.0 No 19.0 3.0 0.0 18.0 8.0 4.0 No 38.0 Travel_Rarely Sales 10.0 4.0 Male 3.0 Sales Executive 3.0 Divorced 8740.0 Yes 14.0 3.0 2.0 9.0 8.0 2.0 No 29.0 Travel_Rarely Research & Development 28.0 4.0 Female 1.0 Research Scientist 4.0 Divorced 2514.0 No 22.0 4.0 1.0 11.0 7.0 1.0 No 28.0 Travel_Rarely Research & Development 3.0 3.0 Female 3.0 Manufacturing Director 2.0 Divorced 7655.0 No 17.0 3.0 3.0 10.0 9.0 1.0 No 46.0 Travel_Rarely Sales 3.0 1.0 Male 4.0 Manager 3.0 Married 17465.0 No 12.0 3.0 1.0 23.0 12.0 4.0 No 38.0 Travel_Rarely Sales 2.0 2.0 Male 3.0 Sales Executive 2.0 Single 7351.0 No 16.0 3.0 0.0 10.0 1.0 0.0 No 43.0 Travel_Frequently Research & Development 27.0 3.0 Female 3.0 Manufacturing Director 1.0 Married 10820.0 No 11.0 3.0 1.0 18.0 8.0 0.0 No 39.0 Travel_Frequently Research & Development 2.0 3.0 Male 4.0 Healthcare Representative 4.0 Divorced 12169.0 No 11.0 3.0 3.0 21.0 18.0 11.0 Yes 40.0 Travel_Rarely Research & Development 14.0 3.0 Male 5.0 Research Director 3.0 Single 19626.0 No 14.0 3.0 0.0 21.0 20.0 4.0 No 21.0 Travel_Rarely Research & Development 1.0 1.0 Female 1.0 Research Scientist 2.0 Single 2070.0 Yes 11.0 3.0 0.0 2.0 2.0 2.0 No 39.0 Non-Travel Research & Development 9.0 3.0 Male 2.0 Laboratory Technician 2.0 Single 6782.0 No 15.0 3.0 0.0 9.0 5.0 0.0 No 36.0 Non-Travel Research & Development 18.0 4.0 Male 2.0 Manufacturing Director 4.0 Single 7779.0 No 20.0 4.0 0.0 18.0 11.0 0.0 No 31.0 Travel_Frequently Sales 20.0 3.0 Male 1.0 Sales Representative 4.0 Married 2791.0 No 12.0 3.0 1.0 3.0 2.0 2.0 No 28.0 Travel_Rarely Research & Development 2.0 1.0 Male 1.0 Research Scientist 2.0 Married 3201.0 No 17.0 3.0 0.0 6.0 5.0 0.0 No 35.0 Travel_Frequently Sales 11.0 2.0 Male 2.0 Sales Executive 4.0 Divorced 4968.0 No 11.0 3.0 1.0 5.0 5.0 0.0 No 49.0 Travel_Rarely Sales 8.0 4.0 Male 4.0 Sales Executive 2.0 Married 13120.0 No 17.0 3.0 1.0 22.0 9.0 2.0 No 34.0 Travel_Frequently Research & Development 2.0 2.0 Male 2.0 Manufacturing Director 3.0 Single 4033.0 No 11.0 3.0 0.0 5.0 3.0 0.0 No 29.0 Travel_Frequently Research & Development 10.0 3.0 Female 1.0 Research Scientist 2.0 Divorced 3291.0 No 14.0 3.0 2.0 8.0 7.0 1.0 No 42.0 Travel_Rarely Research & Development 29.0 3.0 Male 2.0 Laboratory Technician 4.0 Single 4272.0 No 19.0 3.0 0.0 16.0 1.0 0.0 No 29.0 Travel_Rarely Research & Development 8.0 1.0 Male 2.0 Manufacturing Director 4.0 Married 5056.0 Yes 15.0 3.0 1.0 10.0 10.0 1.0 No 38.0 Travel_Rarely Human Resources 1.0 3.0 Male 1.0 Human Resources 3.0 Married 2844.0 No 13.0 3.0 1.0 7.0 7.0 5.0 No 28.0 Travel_Frequently Research & Development 6.0 3.0 Male 1.0 Research Scientist 3.0 Divorced 2703.0 Yes 14.0 3.0 1.0 3.0 3.0 0.0 No 18.0 Non-Travel Research & Development 8.0 1.0 Male 1.0 Laboratory Technician 3.0 Single 1904.0 No 12.0 3.0 0.0 0.0 0.0 0.0 Yes 33.0 Travel_Rarely Sales 9.0 4.0 Female 2.0 Sales Executive 1.0 Single 8224.0 Yes 17.0 3.0 0.0 6.0 5.0 0.0 Yes 41.0 Travel_Rarely Research & Development 12.0 4.0 Male 1.0 Laboratory Technician 4.0 Married 4766.0 Yes 11.0 3.0 1.0 6.0 1.0 0.0 No 31.0 Travel_Frequently Research & Development 15.0 3.0 Male 1.0 Laboratory Technician 3.0 Married 2610.0 No 12.0 3.0 1.0 2.0 2.0 2.0 Yes 37.0 Travel_Rarely Research & Development 25.0 2.0 Female 2.0 Healthcare Representative 4.0 Divorced 5731.0 No 13.0 3.0 2.0 9.0 6.0 1.0 No 27.0 Travel_Rarely Research & Development 6.0 3.0 Male 1.0 Research Scientist 3.0 Married 2539.0 No 13.0 3.0 1.0 4.0 4.0 2.0 No 34.0 Travel_Rarely Sales 9.0 1.0 Female 2.0 Sales Executive 3.0 Married 5714.0 No 20.0 4.0 0.0 6.0 6.0 1.0 No 35.0 Travel_Rarely Human Resources 8.0 4.0 Male 1.0 Human Resources 3.0 Single 4323.0 No 17.0 3.0 0.0 6.0 5.0 1.0 No 29.0 Travel_Rarely Sales 23.0 1.0 Female 3.0 Sales Executive 1.0 Married 7336.0 No 13.0 3.0 1.0 11.0 11.0 3.0 Yes 40.0 Travel_Frequently Research & Development 9.0 4.0 Female 3.0 Research Director 3.0 Single 13499.0 No 17.0 3.0 0.0 20.0 18.0 2.0 No 42.0 Travel_Frequently Sales 12.0 3.0 Male 4.0 Sales Executive 1.0 Single 13758.0 Yes 12.0 3.0 0.0 22.0 21.0 13.0 Yes 42.0 Travel_Rarely Sales 4.0 4.0 Male 2.0 Sales Executive 1.0 Single 5155.0 No 13.0 3.0 0.0 9.0 6.0 1.0 No 35.0 Travel_Rarely Research & Development 1.0 4.0 Male 1.0 Laboratory Technician 3.0 Married 2258.0 No 12.0 3.0 1.0 10.0 8.0 1.0 No 24.0 Travel_Rarely Research & Development 24.0 3.0 Male 1.0 Laboratory Technician 2.0 Single 3597.0 No 22.0 4.0 0.0 6.0 4.0 1.0 No 28.0 Travel_Rarely Research & Development 12.0 1.0 Female 1.0 Laboratory Technician 4.0 Married 2515.0 Yes 11.0 3.0 0.0 1.0 1.0 0.0 Yes 26.0 Travel_Rarely Research & Development 3.0 4.0 Male 1.0 Laboratory Technician 4.0 Married 4420.0 No 22.0 4.0 1.0 8.0 8.0 0.0 No 30.0 Travel_Rarely Sales 10.0 3.0 Male 2.0 Sales Executive 3.0 Married 6578.0 No 18.0 3.0 1.0 10.0 10.0 1.0 No 40.0 Travel_Frequently Research & Development 26.0 2.0 Female 2.0 Research Scientist 4.0 Married 4422.0 Yes 13.0 3.0 1.0 16.0 1.0 0.0 No 35.0 Travel_Rarely Research & Development 2.0 3.0 Male 3.0 Manufacturing Director 2.0 Divorced 10274.0 No 18.0 3.0 1.0 15.0 7.0 6.0 No 34.0 Travel_Frequently Research & Development 1.0 3.0 Male 2.0 Healthcare Representative 1.0 Single 5343.0 No 20.0 4.0 0.0 14.0 13.0 4.0 No 35.0 Travel_Frequently Research & Development 4.0 4.0 Male 1.0 Laboratory Technician 4.0 Married 2376.0 No 13.0 3.0 1.0 2.0 2.0 2.0 No 43.0 Travel_Rarely Sales 9.0 3.0 Female 2.0 Sales Executive 3.0 Single 5346.0 No 13.0 3.0 0.0 7.0 4.0 1.0 Yes 32.0 Non-Travel Sales 2.0 1.0 Female 1.0 Sales Representative 1.0 Divorced 2827.0 No 12.0 3.0 3.0 1.0 1.0 0.0 No 56.0 Travel_Rarely Research & Development 4.0 4.0 Female 5.0 Manager 1.0 Divorced 19943.0 No 13.0 3.0 1.0 28.0 5.0 4.0 No 29.0 Travel_Rarely Research & Development 6.0 1.0 Female 1.0 Laboratory Technician 4.0 Married 3131.0 No 13.0 3.0 1.0 10.0 10.0 0.0 No 19.0 Travel_Rarely Research & Development 9.0 2.0 Male 1.0 Research Scientist 1.0 Single 2552.0 No 25.0 4.0 0.0 1.0 1.0 0.0 No 45.0 Travel_Rarely Research & Development 7.0 3.0 Female 1.0 Research Scientist 3.0 Married 4477.0 Yes 19.0 3.0 1.0 7.0 3.0 0.0 No 37.0 Travel_Rarely Research & Development 1.0 3.0 Female 2.0 Manufacturing Director 4.0 Married 6474.0 No 13.0 3.0 1.0 14.0 14.0 3.0 No 20.0 Travel_Rarely Research & Development 3.0 3.0 Male 1.0 Laboratory Technician 3.0 Single 3033.0 No 12.0 3.0 0.0 2.0 2.0 1.0 No 44.0 Travel_Rarely Research & Development 10.0 4.0 Male 1.0 Research Scientist 3.0 Single 2936.0 Yes 11.0 3.0 0.0 6.0 6.0 0.0 Yes 53.0 Travel_Rarely Research & Development 7.0 2.0 Female 5.0 Manager 3.0 Divorced 18606.0 No 18.0 3.0 1.0 26.0 7.0 4.0 No 29.0 Travel_Rarely Research & Development 15.0 1.0 Female 1.0 Research Scientist 4.0 Married 2168.0 Yes 18.0 3.0 1.0 6.0 5.0 1.0 No 22.0 Travel_Frequently Research & Development 3.0 4.0 Male 1.0 Research Scientist 4.0 Married 2853.0 Yes 11.0 3.0 1.0 1.0 0.0 0.0 Yes 46.0 Travel_Rarely Sales 2.0 3.0 Female 4.0 Manager 1.0 Married 17048.0 No 23.0 4.0 0.0 28.0 26.0 15.0 No 44.0 Non-Travel Research & Development 17.0 3.0 Male 1.0 Research Scientist 3.0 Single 2290.0 No 13.0 3.0 0.0 6.0 0.0 0.0 No 33.0 Travel_Rarely Human Resources 2.0 3.0 Male 1.0 Human Resources 3.0 Married 3600.0 No 13.0 3.0 1.0 5.0 5.0 1.0 No 41.0 Non-Travel Research & Development 5.0 2.0 Male 1.0 Research Scientist 1.0 Divorced 2107.0 No 17.0 3.0 1.0 5.0 1.0 0.0 Yes 30.0 Travel_Rarely Sales 29.0 4.0 Male 2.0 Sales Executive 1.0 Divorced 4115.0 No 19.0 3.0 3.0 8.0 4.0 0.0 No 40.0 Travel_Frequently Sales 2.0 4.0 Male 2.0 Sales Executive 2.0 Married 4327.0 No 12.0 3.0 3.0 5.0 0.0 0.0 No 50.0 Travel_Frequently Research & Development 2.0 3.0 Female 4.0 Manager 1.0 Married 17856.0 No 22.0 4.0 1.0 32.0 2.0 2.0 No 28.0 Travel_Rarely Research & Development 19.0 4.0 Male 1.0 Laboratory Technician 1.0 Married 3196.0 No 12.0 3.0 3.0 6.0 6.0 3.0 No 46.0 Travel_Rarely Research & Development 15.0 2.0 Male 5.0 Research Director 2.0 Married 19081.0 No 11.0 3.0 1.0 25.0 4.0 0.0 No 35.0 Travel_Rarely Sales 17.0 4.0 Male 2.0 Sales Executive 1.0 Married 8966.0 Yes 15.0 3.0 3.0 15.0 7.0 1.0 No 24.0 Travel_Rarely Research & Development 17.0 2.0 Female 1.0 Laboratory Technician 2.0 Married 2210.0 No 13.0 3.0 1.0 1.0 1.0 0.0 Yes 33.0 Travel_Frequently Sales 25.0 3.0 Female 2.0 Sales Executive 3.0 Married 4539.0 No 12.0 3.0 1.0 10.0 10.0 0.0 No 36.0 Travel_Rarely Research & Development 6.0 4.0 Male 1.0 Laboratory Technician 3.0 Divorced 2741.0 No 14.0 3.0 1.0 7.0 7.0 1.0 No 30.0 Travel_Rarely Research & Development 7.0 4.0 Male 2.0 Laboratory Technician 3.0 Divorced 3491.0 No 13.0 3.0 3.0 10.0 10.0 8.0 No 44.0 Travel_Rarely Research & Development 29.0 4.0 Male 2.0 Research Scientist 4.0 Single 4541.0 No 25.0 4.0 0.0 20.0 20.0 13.0 No 20.0 Travel_Rarely Sales 21.0 3.0 Male 1.0 Sales Representative 4.0 Single 2678.0 No 17.0 3.0 0.0 2.0 2.0 2.0 No 46.0 Travel_Rarely Research & Development 2.0 4.0 Male 2.0 Manufacturing Director 4.0 Divorced 7379.0 No 11.0 3.0 1.0 12.0 6.0 1.0 No 42.0 Non-Travel Human Resources 2.0 5.0 Male 2.0 Human Resources 1.0 Married 6272.0 No 16.0 3.0 1.0 10.0 4.0 0.0 No 60.0 Travel_Rarely Sales 7.0 4.0 Male 2.0 Sales Executive 4.0 Divorced 5220.0 Yes 18.0 3.0 1.0 12.0 11.0 1.0 No 32.0 Travel_Frequently Research & Development 13.0 3.0 Female 1.0 Laboratory Technician 2.0 Married 2743.0 No 20.0 4.0 1.0 2.0 2.0 2.0 No 32.0 Travel_Frequently Research & Development 2.0 2.0 Female 2.0 Research Scientist 3.0 Single 4998.0 Yes 14.0 3.0 0.0 10.0 8.0 0.0 No 36.0 Travel_Rarely Research & Development 1.0 3.0 Female 3.0 Manufacturing Director 1.0 Divorced 10252.0 Yes 21.0 4.0 1.0 17.0 7.0 7.0 No 33.0 Travel_Rarely Research & Development 9.0 3.0 Male 1.0 Research Scientist 4.0 Married 2781.0 No 13.0 3.0 1.0 15.0 14.0 4.0 No 40.0 Travel_Rarely Sales 10.0 3.0 Female 2.0 Sales Executive 2.0 Divorced 6852.0 No 12.0 3.0 1.0 7.0 5.0 1.0 No 25.0 Travel_Rarely Sales 10.0 4.0 Male 2.0 Sales Executive 4.0 Single 4950.0 No 14.0 3.0 0.0 5.0 4.0 1.0 No 30.0 Travel_Rarely Research & Development 1.0 3.0 Male 1.0 Research Scientist 2.0 Married 3579.0 Yes 21.0 4.0 1.0 12.0 11.0 5.0 No 42.0 Travel_Frequently Research & Development 26.0 5.0 Female 3.0 Research Director 1.0 Married 13191.0 Yes 17.0 3.0 0.0 20.0 1.0 0.0 No 35.0 Non-Travel Sales 8.0 2.0 Female 3.0 Sales Executive 4.0 Married 10377.0 Yes 11.0 3.0 1.0 16.0 13.0 4.0 No 27.0 Travel_Rarely Research & Development 14.0 3.0 Male 1.0 Research Scientist 1.0 Married 2235.0 Yes 14.0 3.0 2.0 9.0 9.0 6.0 No 54.0 Travel_Frequently Research & Development 1.0 4.0 Female 3.0 Manufacturing Director 3.0 Divorced 10502.0 No 17.0 3.0 1.0 33.0 5.0 1.0 No 44.0 Travel_Rarely Research & Development 2.0 1.0 Female 1.0 Research Scientist 4.0 Married 2011.0 No 13.0 3.0 1.0 10.0 10.0 7.0 No 19.0 Non-Travel Research & Development 10.0 3.0 Female 1.0 Research Scientist 2.0 Single 1859.0 Yes 25.0 4.0 0.0 1.0 1.0 0.0 Yes 29.0 Travel_Rarely Research & Development 1.0 3.0 Female 1.0 Research Scientist 4.0 Divorced 3760.0 No 15.0 3.0 3.0 3.0 3.0 1.0 No 54.0 Travel_Rarely Research & Development 3.0 3.0 Male 4.0 Research Director 4.0 Married 17779.0 No 14.0 3.0 0.0 36.0 10.0 0.0 No 31.0 Travel_Rarely Research & Development 11.0 2.0 Male 2.0 Healthcare Representative 1.0 Married 6833.0 Yes 12.0 3.0 0.0 6.0 6.0 0.0 No 31.0 Travel_Rarely Research & Development 24.0 3.0 Female 2.0 Healthcare Representative 1.0 Single 6812.0 No 19.0 3.0 0.0 10.0 10.0 1.0 No 59.0 Travel_Rarely Sales 3.0 3.0 Female 2.0 Sales Executive 4.0 Single 5171.0 No 17.0 3.0 0.0 13.0 6.0 0.0 No 43.0 Travel_Rarely Research & Development 3.0 3.0 Male 5.0 Research Director 4.0 Married 19740.0 No 14.0 3.0 1.0 25.0 8.0 0.0 No 49.0 Travel_Rarely Research & Development 4.0 2.0 Male 5.0 Manager 3.0 Married 18711.0 No 13.0 3.0 1.0 23.0 1.0 0.0 No 36.0 Travel_Frequently Research & Development 3.0 3.0 Male 1.0 Research Scientist 2.0 Married 3692.0 No 12.0 3.0 0.0 12.0 11.0 0.0 No 48.0 Travel_Rarely Research & Development 2.0 2.0 Male 1.0 Laboratory Technician 2.0 Single 2559.0 No 11.0 3.0 0.0 7.0 1.0 0.0 No 27.0 Travel_Rarely Research & Development 4.0 2.0 Male 1.0 Research Scientist 3.0 Divorced 2517.0 No 11.0 3.0 3.0 5.0 5.0 0.0 No 29.0 Travel_Rarely Research & Development 7.0 3.0 Male 2.0 Healthcare Representative 4.0 Divorced 6623.0 Yes 11.0 3.0 2.0 6.0 6.0 1.0 No 48.0 Travel_Rarely Research & Development 1.0 3.0 Male 5.0 Research Director 4.0 Single 18265.0 No 12.0 3.0 0.0 25.0 1.0 0.0 No 29.0 Travel_Rarely Research & Development 1.0 3.0 Female 4.0 Research Director 4.0 Divorced 16124.0 No 14.0 3.0 2.0 9.0 7.0 1.0 No 34.0 Travel_Rarely Research & Development 20.0 3.0 Female 1.0 Research Scientist 3.0 Married 2585.0 No 17.0 3.0 0.0 2.0 1.0 0.0 No 44.0 Travel_Rarely Sales 5.0 3.0 Male 5.0 Manager 2.0 Married 18213.0 No 11.0 3.0 1.0 26.0 22.0 3.0 No 33.0 Travel_Rarely Sales 10.0 5.0 Male 3.0 Sales Executive 3.0 Divorced 8380.0 Yes 14.0 3.0 2.0 10.0 9.0 0.0 No 19.0 Travel_Rarely Research & Development 25.0 3.0 Female 1.0 Research Scientist 4.0 Single 2994.0 Yes 12.0 3.0 0.0 1.0 1.0 0.0 No 23.0 Travel_Rarely Research & Development 1.0 2.0 Male 1.0 Research Scientist 3.0 Married 1223.0 No 22.0 4.0 1.0 1.0 1.0 0.0 No 25.0 Travel_Frequently Sales 24.0 1.0 Male 1.0 Sales Representative 4.0 Single 1118.0 Yes 14.0 3.0 0.0 1.0 1.0 1.0 Yes 26.0 Travel_Rarely Research & Development 4.0 2.0 Male 1.0 Research Scientist 4.0 Single 2875.0 Yes 20.0 4.0 0.0 8.0 8.0 2.0 No 45.0 Travel_Rarely Sales 2.0 3.0 Female 5.0 Manager 2.0 Single 18824.0 Yes 16.0 3.0 0.0 26.0 24.0 1.0 Yes 55.0 Non-Travel Research & Development 8.0 1.0 Male 4.0 Healthcare Representative 2.0 Divorced 13577.0 Yes 15.0 3.0 1.0 34.0 33.0 15.0 No 21.0 Travel_Frequently Research & Development 10.0 2.0 Female 1.0 Laboratory Technician 3.0 Single 2625.0 No 20.0 4.0 0.0 2.0 2.0 2.0 Yes 46.0 Travel_Rarely Sales 4.0 2.0 Female 5.0 Manager 2.0 Married 18789.0 No 14.0 3.0 1.0 26.0 11.0 0.0 No 34.0 Travel_Rarely Sales 2.0 3.0 Female 2.0 Sales Executive 1.0 Single 4538.0 Yes 12.0 3.0 0.0 4.0 3.0 0.0 No 51.0 Travel_Frequently Sales 9.0 3.0 Male 5.0 Manager 2.0 Divorced 19847.0 Yes 24.0 4.0 1.0 31.0 29.0 11.0 No 59.0 Travel_Rarely Research & Development 18.0 4.0 Male 3.0 Manufacturing Director 4.0 Single 10512.0 No 12.0 3.0 0.0 25.0 9.0 5.0 No 34.0 Travel_Frequently Research & Development 19.0 3.0 Female 2.0 Laboratory Technician 2.0 Divorced 4444.0 No 13.0 3.0 2.0 15.0 11.0 5.0 No 28.0 Travel_Frequently Research & Development 1.0 4.0 Male 1.0 Laboratory Technician 3.0 Single 2154.0 Yes 11.0 3.0 0.0 5.0 4.0 0.0 No 44.0 Travel_Rarely Research & Development 4.0 2.0 Male 5.0 Manager 1.0 Divorced 19190.0 No 14.0 3.0 2.0 26.0 25.0 14.0 No 34.0 Travel_Frequently Human Resources 11.0 3.0 Male 2.0 Human Resources 2.0 Married 4490.0 No 11.0 3.0 2.0 14.0 10.0 1.0 No 35.0 Travel_Rarely Research & Development 6.0 1.0 Male 1.0 Research Scientist 3.0 Married 3506.0 Yes 14.0 3.0 0.0 4.0 3.0 2.0 No 42.0 Travel_Rarely Research & Development 7.0 4.0 Female 2.0 Research Scientist 2.0 Married 2372.0 Yes 16.0 3.0 0.0 18.0 1.0 0.0 No 43.0 Travel_Rarely Sales 4.0 4.0 Female 3.0 Sales Executive 4.0 Single 10231.0 No 14.0 3.0 0.0 23.0 21.0 15.0 No 36.0 Travel_Rarely Research & Development 2.0 4.0 Female 2.0 Manufacturing Director 2.0 Single 5410.0 Yes 11.0 3.0 0.0 18.0 16.0 5.0 No 44.0 Travel_Rarely Research & Development 15.0 3.0 Female 3.0 Healthcare Representative 4.0 Married 7978.0 No 11.0 3.0 1.0 10.0 10.0 0.0 Yes 28.0 Travel_Frequently Research & Development 2.0 3.0 Male 1.0 Laboratory Technician 4.0 Married 3867.0 Yes 12.0 3.0 1.0 2.0 2.0 2.0 No 51.0 Travel_Frequently Research & Development 6.0 2.0 Female 1.0 Laboratory Technician 3.0 Single 2838.0 No 14.0 3.0 0.0 8.0 7.0 7.0 No 30.0 Non-Travel Research & Development 9.0 2.0 Female 2.0 Manufacturing Director 3.0 Single 4695.0 Yes 18.0 3.0 0.0 10.0 8.0 1.0 No 29.0 Travel_Rarely Research & Development 7.0 3.0 Female 1.0 Laboratory Technician 3.0 Divorced 3339.0 Yes 13.0 3.0 2.0 10.0 7.0 7.0 Yes 28.0 Travel_Rarely Research & Development 1.0 3.0 Male 1.0 Research Scientist 1.0 Single 2080.0 No 11.0 3.0 0.0 5.0 3.0 1.0 No 25.0 Travel_Rarely Research & Development 1.0 3.0 Female 1.0 Research Scientist 2.0 Single 2096.0 No 18.0 3.0 0.0 2.0 2.0 2.0 No 32.0 Travel_Rarely Sales 8.0 3.0 Male 2.0 Sales Executive 4.0 Married 6209.0 No 15.0 3.0 2.0 10.0 10.0 0.0 No 45.0 Travel_Frequently Research & Development 25.0 3.0 Female 5.0 Manager 2.0 Single 18061.0 No 22.0 4.0 0.0 22.0 0.0 0.0 No 39.0 Travel_Rarely Research & Development 13.0 4.0 Female 4.0 Manager 2.0 Divorced 17123.0 Yes 13.0 3.0 2.0 21.0 19.0 15.0 No 58.0 Travel_Rarely Research & Development 23.0 4.0 Male 1.0 Research Scientist 3.0 Divorced 2372.0 No 12.0 3.0 2.0 2.0 2.0 2.0 No 32.0 Travel_Rarely Research & Development 7.0 2.0 Male 2.0 Laboratory Technician 3.0 Married 4883.0 No 18.0 3.0 1.0 10.0 10.0 1.0 Yes 39.0 Travel_Rarely Research & Development 23.0 3.0 Male 1.0 Research Scientist 1.0 Single 3904.0 No 13.0 3.0 0.0 6.0 5.0 0.0 Yes 30.0 Travel_Rarely Research & Development 6.0 3.0 Female 2.0 Laboratory Technician 4.0 Married 4627.0 No 12.0 3.0 1.0 10.0 9.0 6.0 No 36.0 Travel_Rarely Research & Development 10.0 4.0 Female 3.0 Healthcare Representative 3.0 Married 7094.0 No 12.0 3.0 0.0 10.0 7.0 1.0 No 46.0 Travel_Rarely Human Resources 1.0 2.0 Female 1.0 Human Resources 1.0 Single 3423.0 No 12.0 3.0 0.0 10.0 7.0 5.0 No 28.0 Non-Travel Research & Development 1.0 3.0 Female 2.0 Laboratory Technician 4.0 Married 6674.0 No 11.0 3.0 3.0 10.0 9.0 7.0 No 50.0 Travel_Rarely Research & Development 28.0 3.0 Female 4.0 Research Director 1.0 Married 16880.0 Yes 11.0 3.0 0.0 25.0 3.0 1.0 No 40.0 Travel_Rarely Sales 25.0 4.0 Male 3.0 Sales Executive 2.0 Single 9094.0 Yes 12.0 3.0 0.0 9.0 5.0 1.0 Yes 52.0 Travel_Rarely Sales 5.0 3.0 Male 3.0 Sales Executive 2.0 Single 8446.0 Yes 19.0 3.0 0.0 10.0 8.0 7.0 Yes 30.0 Travel_Rarely Research & Development 17.0 4.0 Female 3.0 Manager 1.0 Married 11916.0 Yes 23.0 4.0 2.0 9.0 9.0 0.0 No 39.0 Travel_Rarely Research & Development 18.0 2.0 Male 2.0 Manufacturing Director 3.0 Single 4534.0 No 11.0 3.0 0.0 9.0 8.0 1.0 No 31.0 Non-Travel Sales 2.0 4.0 Female 3.0 Sales Executive 3.0 Divorced 9852.0 Yes 19.0 3.0 1.0 10.0 10.0 9.0 No 41.0 Non-Travel Sales 10.0 2.0 Male 2.0 Sales Executive 2.0 Single 6151.0 No 13.0 3.0 0.0 19.0 19.0 11.0 No 31.0 Travel_Frequently Sales 1.0 3.0 Female 1.0 Sales Representative 2.0 Single 2302.0 Yes 11.0 3.0 0.0 3.0 3.0 2.0 Yes 44.0 Travel_Rarely Research & Development 3.0 3.0 Male 1.0 Laboratory Technician 1.0 Married 2362.0 No 12.0 3.0 0.0 10.0 3.0 1.0 Yes 42.0 Non-Travel Research & Development 2.0 1.0 Male 4.0 Manager 3.0 Married 17861.0 Yes 13.0 3.0 0.0 21.0 20.0 2.0 No 55.0 Travel_Rarely Research & Development 2.0 2.0 Female 5.0 Manager 3.0 Married 19187.0 No 14.0 3.0 1.0 23.0 19.0 9.0 No 56.0 Travel_Rarely Human Resources 8.0 4.0 Male 5.0 Manager 2.0 Single 19717.0 No 14.0 3.0 0.0 36.0 7.0 7.0 No 40.0 Non-Travel Research & Development 16.0 2.0 Male 1.0 Research Scientist 3.0 Divorced 3544.0 No 16.0 3.0 1.0 6.0 4.0 0.0 No 34.0 Travel_Rarely Research & Development 9.0 3.0 Male 3.0 Healthcare Representative 4.0 Divorced 8500.0 No 11.0 3.0 1.0 10.0 9.0 1.0 No 40.0 Travel_Rarely Research & Development 2.0 3.0 Male 2.0 Research Scientist 4.0 Single 4661.0 No 13.0 3.0 0.0 9.0 9.0 8.0 No 41.0 Travel_Frequently Sales 1.0 3.0 Female 2.0 Sales Executive 1.0 Divorced 4103.0 No 17.0 3.0 1.0 10.0 9.0 1.0 No 35.0 Travel_Frequently Research & Development 4.0 4.0 Male 2.0 Research Scientist 3.0 Single 4249.0 Yes 11.0 3.0 0.0 9.0 9.0 1.0 No 51.0 Travel_Rarely Human Resources 5.0 3.0 Male 4.0 Manager 2.0 Divorced 14026.0 Yes 11.0 3.0 1.0 33.0 33.0 0.0 No 38.0 Travel_Rarely Sales 2.0 2.0 Female 2.0 Sales Executive 1.0 Divorced 6893.0 No 15.0 3.0 1.0 11.0 7.0 1.0 No 34.0 Travel_Rarely Sales 15.0 2.0 Female 2.0 Sales Executive 1.0 Single 6125.0 No 12.0 3.0 0.0 10.0 10.0 9.0 No 25.0 Travel_Rarely Research & Development 19.0 1.0 Male 1.0 Laboratory Technician 4.0 Married 3669.0 No 11.0 3.0 3.0 7.0 3.0 1.0 No 58.0 Travel_Rarely Research & Development 7.0 4.0 Female 3.0 Manufacturing Director 1.0 Married 10008.0 Yes 14.0 3.0 0.0 31.0 10.0 5.0 Yes 40.0 Travel_Rarely Research & Development 1.0 4.0 Male 1.0 Laboratory Technician 2.0 Married 2387.0 No 22.0 4.0 1.0 7.0 4.0 0.0 No 36.0 Travel_Frequently Sales 7.0 3.0 Female 2.0 Sales Executive 1.0 Married 4639.0 No 16.0 3.0 1.0 17.0 15.0 6.0 No 48.0 Travel_Rarely Research & Development 4.0 3.0 Male 3.0 Manufacturing Director 4.0 Single 7898.0 No 11.0 3.0 0.0 11.0 10.0 0.0 No 27.0 Travel_Rarely Sales 11.0 3.0 Female 1.0 Sales Representative 4.0 Married 2534.0 No 14.0 3.0 1.0 5.0 1.0 0.0 No 51.0 Travel_Rarely Research & Development 11.0 2.0 Female 4.0 Manufacturing Director 2.0 Single 13142.0 No 16.0 3.0 0.0 29.0 5.0 0.0 No 18.0 Non-Travel Research & Development 1.0 3.0 Female 1.0 Laboratory Technician 4.0 Single 1611.0 No 15.0 3.0 0.0 0.0 0.0 0.0 No 35.0 Travel_Rarely Research & Development 1.0 3.0 Female 2.0 Laboratory Technician 4.0 Married 5363.0 No 12.0 3.0 1.0 10.0 9.0 0.0 No 27.0 Travel_Frequently Sales 2.0 1.0 Male 2.0 Sales Executive 4.0 Single 5071.0 No 20.0 4.0 0.0 8.0 6.0 0.0 No 55.0 Travel_Rarely Sales 13.0 4.0 Male 4.0 Sales Executive 3.0 Single 13695.0 Yes 17.0 3.0 0.0 24.0 19.0 3.0 Yes 56.0 Travel_Rarely Research & Development 23.0 3.0 Male 4.0 Manufacturing Director 2.0 Married 13402.0 Yes 12.0 3.0 1.0 33.0 19.0 15.0 No 34.0 Non-Travel Research & Development 26.0 1.0 Female 1.0 Research Scientist 3.0 Divorced 2029.0 No 20.0 4.0 3.0 5.0 5.0 0.0 No 40.0 Travel_Rarely Research & Development 2.0 1.0 Female 2.0 Healthcare Representative 3.0 Divorced 6377.0 No 20.0 4.0 3.0 15.0 12.0 11.0 No 34.0 Travel_Rarely Research & Development 29.0 3.0 Male 2.0 Laboratory Technician 3.0 Married 5429.0 No 13.0 3.0 2.0 10.0 8.0 7.0 No 31.0 Travel_Frequently Sales 2.0 3.0 Female 1.0 Sales Representative 4.0 Single 2785.0 No 14.0 3.0 0.0 3.0 1.0 0.0 Yes 35.0 Travel_Frequently Sales 18.0 4.0 Female 2.0 Sales Executive 3.0 Married 4614.0 Yes 18.0 3.0 1.0 5.0 4.0 3.0 Yes 38.0 Travel_Frequently Research & Development 7.0 3.0 Male 1.0 Research Scientist 3.0 Divorced 2610.0 No 11.0 3.0 3.0 4.0 4.0 0.0 No 34.0 Travel_Rarely Research & Development 2.0 4.0 Female 2.0 Healthcare Representative 4.0 Single 6687.0 No 11.0 3.0 0.0 14.0 14.0 4.0 No 28.0 Travel_Rarely Sales 26.0 3.0 Male 2.0 Sales Executive 1.0 Married 4724.0 No 11.0 3.0 1.0 5.0 5.0 0.0 No 31.0 Travel_Rarely Research & Development 22.0 4.0 Male 2.0 Manufacturing Director 3.0 Married 6179.0 Yes 15.0 3.0 2.0 10.0 10.0 6.0 Yes 39.0 Travel_Rarely Sales 21.0 4.0 Male 2.0 Sales Executive 4.0 Married 6120.0 Yes 12.0 3.0 2.0 8.0 5.0 1.0 No 51.0 Travel_Frequently Sales 2.0 3.0 Male 3.0 Sales Executive 2.0 Married 10596.0 No 11.0 3.0 0.0 14.0 4.0 3.0 No 41.0 Travel_Frequently Research & Development 22.0 3.0 Female 2.0 Research Scientist 4.0 Divorced 5467.0 Yes 14.0 3.0 2.0 12.0 6.0 3.0 No 37.0 Travel_Rarely Research & Development 4.0 1.0 Male 1.0 Research Scientist 3.0 Married 2996.0 Yes 15.0 3.0 0.0 8.0 6.0 1.0 No 33.0 Travel_Frequently Sales 5.0 1.0 Male 2.0 Sales Executive 4.0 Married 9998.0 No 13.0 3.0 0.0 8.0 5.0 1.0 No 32.0 Travel_Rarely Sales 2.0 1.0 Male 2.0 Sales Executive 2.0 Married 4078.0 Yes 13.0 3.0 3.0 4.0 3.0 1.0 No 39.0 Non-Travel Research & Development 25.0 2.0 Male 3.0 Healthcare Representative 3.0 Married 10920.0 No 21.0 4.0 1.0 13.0 6.0 0.0 No 25.0 Travel_Rarely Sales 18.0 1.0 Male 2.0 Sales Executive 3.0 Married 6232.0 No 11.0 3.0 0.0 6.0 3.0 1.0 No 52.0 Travel_Frequently Research & Development 28.0 2.0 Female 4.0 Manufacturing Director 3.0 Married 13247.0 Yes 11.0 3.0 1.0 24.0 5.0 0.0 No 43.0 Travel_Rarely Research & Development 6.0 3.0 Female 2.0 Research Scientist 3.0 Single 4081.0 Yes 14.0 3.0 0.0 20.0 20.0 1.0 No 27.0 Travel_Rarely Sales 10.0 3.0 Female 2.0 Sales Executive 4.0 Married 5769.0 Yes 11.0 3.0 0.0 6.0 6.0 4.0 No 27.0 Travel_Rarely Research & Development 17.0 4.0 Female 1.0 Research Scientist 3.0 Single 2394.0 Yes 13.0 3.0 0.0 8.0 8.0 7.0 Yes 26.0 Travel_Rarely Research & Development 2.0 1.0 Male 1.0 Research Scientist 4.0 Single 3904.0 No 12.0 3.0 0.0 5.0 4.0 1.0 No 42.0 Travel_Rarely Human Resources 10.0 3.0 Female 4.0 Manager 1.0 Married 16799.0 No 14.0 3.0 1.0 21.0 20.0 0.0 No 52.0 Travel_Rarely Research & Development 8.0 4.0 Female 1.0 Laboratory Technician 1.0 Married 2950.0 No 13.0 3.0 0.0 12.0 5.0 0.0 No 37.0 Travel_Rarely Research & Development 11.0 3.0 Female 1.0 Laboratory Technician 3.0 Single 3629.0 No 18.0 3.0 0.0 8.0 3.0 0.0 No 35.0 Travel_Frequently Research & Development 18.0 2.0 Male 3.0 Manufacturing Director 4.0 Single 9362.0 No 11.0 3.0 0.0 10.0 2.0 2.0 No 25.0 Travel_Rarely Research & Development 1.0 3.0 Male 1.0 Laboratory Technician 4.0 Married 3229.0 No 11.0 3.0 1.0 7.0 3.0 0.0 No 26.0 Travel_Rarely Research & Development 7.0 3.0 Male 1.0 Laboratory Technician 1.0 Single 3578.0 No 12.0 3.0 0.0 8.0 7.0 0.0 No 29.0 Travel_Rarely Human Resources 17.0 3.0 Male 3.0 Human Resources 1.0 Single 7988.0 No 13.0 3.0 0.0 10.0 10.0 0.0 No 49.0 Travel_Frequently Research & Development 28.0 2.0 Male 2.0 Laboratory Technician 1.0 Single 4284.0 No 20.0 4.0 0.0 20.0 4.0 1.0 Yes 29.0 Travel_Frequently Research & Development 14.0 1.0 Female 3.0 Healthcare Representative 4.0 Single 7553.0 Yes 12.0 3.0 0.0 9.0 8.0 7.0 Yes 54.0 Travel_Rarely Research & Development 1.0 3.0 Female 4.0 Research Director 4.0 Single 17328.0 No 19.0 3.0 0.0 29.0 20.0 12.0 No 58.0 Travel_Rarely Research & Development 1.0 3.0 Female 5.0 Research Director 1.0 Married 19701.0 Yes 21.0 4.0 1.0 32.0 9.0 1.0 No 55.0 Travel_Rarely Research & Development 1.0 4.0 Male 4.0 Research Director 4.0 Divorced 14732.0 No 13.0 3.0 2.0 31.0 7.0 0.0 No 36.0 Travel_Rarely Sales 3.0 4.0 Female 2.0 Sales Executive 2.0 Single 9278.0 Yes 16.0 3.0 0.0 15.0 5.0 0.0 No 31.0 Travel_Frequently Sales 1.0 4.0 Female 1.0 Sales Representative 3.0 Single 1359.0 No 12.0 3.0 0.0 1.0 1.0 0.0 Yes 30.0 Travel_Rarely Sales 7.0 4.0 Female 2.0 Sales Executive 1.0 Divorced 4779.0 No 14.0 3.0 2.0 8.0 3.0 0.0 No 31.0 Travel_Rarely Research & Development 8.0 5.0 Female 4.0 Research Director 2.0 Single 16422.0 No 11.0 3.0 0.0 9.0 3.0 1.0 No 34.0 Travel_Frequently Research & Development 1.0 4.0 Male 1.0 Research Scientist 1.0 Divorced 2996.0 No 14.0 3.0 2.0 10.0 4.0 1.0 No 31.0 Travel_Rarely Research & Development 8.0 3.0 Female 1.0 Research Scientist 2.0 Single 1261.0 No 12.0 3.0 0.0 1.0 1.0 0.0 Yes 27.0 Travel_Rarely Research & Development 11.0 1.0 Male 1.0 Laboratory Technician 1.0 Married 2099.0 No 14.0 3.0 0.0 6.0 5.0 1.0 No 36.0 Travel_Rarely Research & Development 4.0 4.0 Male 2.0 Laboratory Technician 4.0 Single 5810.0 No 16.0 3.0 0.0 10.0 10.0 1.0 No 36.0 Travel_Rarely Sales 16.0 4.0 Female 2.0 Sales Executive 1.0 Married 5647.0 No 13.0 3.0 2.0 11.0 3.0 0.0 No 47.0 Travel_Rarely Research & Development 1.0 3.0 Male 1.0 Research Scientist 4.0 Married 3420.0 No 12.0 3.0 1.0 17.0 6.0 1.0 No 25.0 Travel_Rarely Sales 9.0 2.0 Male 1.0 Sales Representative 1.0 Married 4400.0 No 12.0 3.0 0.0 6.0 3.0 2.0 Yes 37.0 Non-Travel Research & Development 5.0 2.0 Male 1.0 Laboratory Technician 3.0 Single 3500.0 No 14.0 3.0 0.0 7.0 6.0 1.0 No 56.0 Travel_Rarely Research & Development 1.0 2.0 Female 1.0 Research Scientist 1.0 Married 2066.0 No 22.0 4.0 1.0 5.0 3.0 1.0 No 47.0 Travel_Rarely Research & Development 2.0 4.0 Female 4.0 Research Director 3.0 Married 17169.0 No 19.0 3.0 2.0 26.0 20.0 5.0 No 24.0 Travel_Rarely Sales 4.0 1.0 Female 2.0 Sales Executive 3.0 Married 4162.0 Yes 12.0 3.0 2.0 5.0 5.0 0.0 No 32.0 Travel_Rarely Sales 7.0 5.0 Male 2.0 Sales Executive 4.0 Married 9204.0 No 12.0 3.0 1.0 7.0 4.0 0.0 No 34.0 Travel_Rarely Research & Development 1.0 3.0 Female 1.0 Laboratory Technician 2.0 Married 3294.0 No 17.0 3.0 1.0 7.0 5.0 0.0 No 41.0 Travel_Rarely Research & Development 5.0 5.0 Male 1.0 Research Scientist 3.0 Married 2127.0 Yes 12.0 3.0 0.0 7.0 4.0 0.0 No 40.0 Non-Travel Research & Development 9.0 4.0 Male 2.0 Laboratory Technician 3.0 Divorced 3975.0 No 11.0 3.0 2.0 11.0 8.0 0.0 No 31.0 Travel_Rarely Sales 8.0 2.0 Male 3.0 Sales Executive 4.0 Divorced 10793.0 No 18.0 3.0 1.0 13.0 13.0 9.0 No 46.0 Travel_Rarely Sales 9.0 3.0 Male 3.0 Sales Executive 4.0 Divorced 10096.0 No 11.0 3.0 1.0 28.0 7.0 4.0 Yes 39.0 Non-Travel Research & Development 2.0 3.0 Female 1.0 Laboratory Technician 1.0 Single 3646.0 Yes 23.0 4.0 0.0 11.0 1.0 0.0 Yes 31.0 Travel_Frequently Research & Development 1.0 5.0 Female 3.0 Manufacturing Director 2.0 Single 7446.0 No 11.0 3.0 0.0 10.0 10.0 4.0 Yes 45.0 Travel_Rarely Research & Development 20.0 3.0 Male 3.0 Healthcare Representative 1.0 Divorced 10851.0 Yes 18.0 3.0 1.0 24.0 7.0 0.0 No 31.0 Travel_Rarely Human Resources 8.0 2.0 Female 1.0 Human Resources 2.0 Single 2109.0 No 18.0 3.0 0.0 8.0 3.0 0.0 No 31.0 Travel_Frequently Research & Development 2.0 3.0 Male 1.0 Laboratory Technician 4.0 Married 3722.0 Yes 13.0 3.0 1.0 7.0 2.0 2.0 Yes 45.0 Travel_Rarely Research & Development 29.0 3.0 Male 3.0 Manufacturing Director 4.0 Married 9380.0 Yes 18.0 3.0 2.0 10.0 3.0 1.0 No 48.0 Travel_Rarely Sales 7.0 3.0 Male 2.0 Sales Executive 1.0 Divorced 5486.0 No 11.0 3.0 3.0 15.0 2.0 2.0 No 34.0 Travel_Rarely Human Resources 9.0 4.0 Female 1.0 Human Resources 3.0 Married 2742.0 No 15.0 3.0 0.0 2.0 2.0 2.0 Yes 40.0 Non-Travel Research & Development 8.0 1.0 Male 3.0 Research Director 2.0 Divorced 13757.0 No 11.0 3.0 1.0 16.0 9.0 4.0 No 28.0 Travel_Rarely Sales 5.0 3.0 Male 2.0 Sales Executive 1.0 Single 8463.0 No 18.0 3.0 0.0 6.0 5.0 1.0 No 44.0 Non-Travel Research & Development 5.0 3.0 Male 1.0 Laboratory Technician 3.0 Single 3162.0 No 14.0 3.0 0.0 7.0 5.0 0.0 No 53.0 Travel_Rarely Research & Development 2.0 3.0 Male 4.0 Research Director 2.0 Single 16598.0 No 12.0 3.0 0.0 35.0 9.0 8.0 No 49.0 Travel_Rarely Research & Development 5.0 4.0 Male 2.0 Healthcare Representative 3.0 Married 6651.0 No 14.0 3.0 1.0 20.0 3.0 1.0 No 40.0 Travel_Rarely Research & Development 2.0 3.0 Male 1.0 Research Scientist 3.0 Divorced 2345.0 No 14.0 3.0 1.0 8.0 3.0 1.0 No 44.0 Travel_Rarely Research & Development 20.0 3.0 Male 1.0 Research Scientist 2.0 Single 3420.0 No 13.0 3.0 0.0 6.0 5.0 1.0 No 33.0 Travel_Frequently Sales 7.0 3.0 Male 2.0 Sales Executive 1.0 Married 4373.0 No 14.0 3.0 2.0 5.0 4.0 0.0 No 34.0 Travel_Rarely Sales 3.0 3.0 Male 2.0 Sales Executive 1.0 Single 4759.0 No 18.0 3.0 0.0 15.0 13.0 3.0 No 30.0 Travel_Rarely Sales 16.0 1.0 Male 2.0 Sales Executive 3.0 Married 5301.0 No 15.0 3.0 2.0 4.0 2.0 2.0 No 42.0 Travel_Frequently Research & Development 9.0 2.0 Female 1.0 Laboratory Technician 4.0 Single 3673.0 No 13.0 3.0 0.0 12.0 12.0 5.0 No 44.0 Travel_Frequently Sales 1.0 5.0 Female 2.0 Sales Executive 3.0 Married 4768.0 No 12.0 3.0 1.0 11.0 1.0 0.0 No 30.0 Non-Travel Research & Development 7.0 3.0 Male 1.0 Research Scientist 3.0 Divorced 1274.0 No 13.0 3.0 2.0 1.0 1.0 0.0 No 57.0 Travel_Rarely Research & Development 1.0 2.0 Male 2.0 Research Scientist 3.0 Married 4900.0 No 24.0 4.0 1.0 13.0 12.0 2.0 No 49.0 Travel_Rarely Research & Development 7.0 4.0 Male 3.0 Healthcare Representative 2.0 Divorced 10466.0 No 14.0 3.0 2.0 29.0 8.0 0.0 No 34.0 Travel_Frequently Research & Development 15.0 3.0 Male 4.0 Research Director 1.0 Divorced 17007.0 No 14.0 3.0 2.0 16.0 14.0 6.0 No 28.0 Travel_Frequently Sales 1.0 3.0 Male 1.0 Sales Representative 3.0 Married 2909.0 No 15.0 3.0 1.0 5.0 3.0 1.0 Yes 29.0 Travel_Frequently Sales 13.0 3.0 Female 2.0 Sales Executive 2.0 Single 5765.0 No 11.0 3.0 0.0 7.0 5.0 0.0 Yes 34.0 Travel_Rarely Sales 24.0 4.0 Female 2.0 Sales Executive 2.0 Single 4599.0 Yes 23.0 4.0 0.0 16.0 15.0 10.0 Yes 35.0 Travel_Rarely Sales 7.0 1.0 Male 1.0 Sales Representative 3.0 Married 2404.0 No 13.0 3.0 1.0 1.0 1.0 0.0 No 24.0 Travel_Frequently Research & Development 9.0 3.0 Male 1.0 Laboratory Technician 1.0 Single 3172.0 Yes 11.0 3.0 0.0 4.0 0.0 0.0 Yes 24.0 Non-Travel Sales 13.0 2.0 Female 1.0 Sales Representative 2.0 Married 2033.0 No 13.0 3.0 1.0 1.0 1.0 0.0 No 44.0 Travel_Frequently Research & Development 2.0 1.0 Male 3.0 Manufacturing Director 3.0 Single 10209.0 Yes 18.0 3.0 0.0 16.0 2.0 2.0 No 29.0 Travel_Rarely Sales 19.0 3.0 Male 2.0 Sales Executive 3.0 Divorced 8620.0 No 14.0 3.0 2.0 10.0 10.0 0.0 No 30.0 Travel_Rarely Human Resources 1.0 3.0 Male 1.0 Human Resources 3.0 Divorced 2064.0 No 21.0 4.0 1.0 6.0 5.0 1.0 No 55.0 Travel_Rarely Research & Development 4.0 4.0 Male 2.0 Healthcare Representative 3.0 Married 4035.0 Yes 16.0 3.0 0.0 4.0 3.0 1.0 No 33.0 Travel_Rarely Research & Development 4.0 4.0 Female 1.0 Laboratory Technician 2.0 Married 3838.0 No 11.0 3.0 0.0 8.0 5.0 0.0 No 47.0 Travel_Rarely Sales 14.0 3.0 Female 2.0 Sales Executive 3.0 Married 4591.0 Yes 17.0 3.0 1.0 11.0 5.0 1.0 No 28.0 Travel_Frequently Research & Development 2.0 2.0 Male 1.0 Laboratory Technician 1.0 Single 2561.0 No 11.0 3.0 0.0 8.0 0.0 0.0 Yes 28.0 Travel_Rarely Research & Development 1.0 3.0 Male 1.0 Research Scientist 3.0 Divorced 1563.0 No 14.0 3.0 1.0 1.0 1.0 0.0 No 28.0 Travel_Frequently Sales 7.0 3.0 Male 2.0 Sales Executive 1.0 Single 4898.0 No 14.0 3.0 0.0 5.0 4.0 1.0 No 49.0 Travel_Rarely Research & Development 3.0 2.0 Female 2.0 Laboratory Technician 1.0 Married 4789.0 No 25.0 4.0 1.0 10.0 3.0 1.0 No 29.0 Travel_Frequently Research & Development 2.0 1.0 Female 1.0 Laboratory Technician 2.0 Married 3180.0 No 13.0 3.0 3.0 4.0 3.0 0.0 No 28.0 Travel_Rarely Research & Development 29.0 1.0 Male 2.0 Manufacturing Director 2.0 Married 6549.0 No 14.0 3.0 2.0 8.0 8.0 1.0 No 33.0 Travel_Rarely Research & Development 8.0 5.0 Male 2.0 Healthcare Representative 3.0 Single 6388.0 Yes 17.0 3.0 0.0 14.0 0.0 0.0 No 32.0 Travel_Rarely Research & Development 10.0 3.0 Male 3.0 Manager 4.0 Single 11244.0 No 25.0 4.0 0.0 10.0 5.0 0.0 No 54.0 Travel_Frequently Research & Development 11.0 4.0 Female 4.0 Manager 4.0 Divorced 16032.0 No 20.0 4.0 1.0 26.0 14.0 1.0 No 29.0 Travel_Rarely Research & Development 1.0 4.0 Male 1.0 Research Scientist 1.0 Single 2362.0 No 13.0 3.0 0.0 11.0 9.0 0.0 Yes 44.0 Travel_Rarely Research & Development 28.0 3.0 Male 4.0 Research Director 1.0 Married 16328.0 No 13.0 3.0 1.0 24.0 20.0 14.0 No 39.0 Travel_Rarely Research & Development 6.0 3.0 Female 3.0 Manufacturing Director 2.0 Single 8376.0 No 18.0 3.0 0.0 9.0 2.0 2.0 No 46.0 Travel_Rarely Sales 3.0 3.0 Female 4.0 Manager 2.0 Married 16606.0 No 12.0 3.0 1.0 23.0 13.0 5.0 No 35.0 Travel_Rarely Research & Development 16.0 3.0 Female 3.0 Healthcare Representative 2.0 Single 8606.0 No 19.0 3.0 0.0 11.0 11.0 3.0 No 23.0 Travel_Rarely Research & Development 20.0 1.0 Male 2.0 Laboratory Technician 3.0 Single 2272.0 No 14.0 3.0 0.0 5.0 4.0 1.0 No 40.0 Travel_Rarely Research & Development 9.0 4.0 Male 1.0 Laboratory Technician 1.0 Single 2018.0 No 14.0 3.0 0.0 15.0 5.0 1.0 Yes 34.0 Travel_Rarely Sales 1.0 3.0 Male 3.0 Sales Executive 3.0 Married 7083.0 Yes 14.0 3.0 0.0 10.0 10.0 8.0 No 31.0 Travel_Frequently Research & Development 3.0 3.0 Female 1.0 Research Scientist 3.0 Single 4084.0 No 12.0 3.0 0.0 7.0 7.0 7.0 Yes 50.0 Travel_Frequently Research & Development 22.0 5.0 Male 4.0 Research Director 4.0 Single 14411.0 Yes 13.0 3.0 0.0 32.0 32.0 13.0 No 34.0 Travel_Rarely Sales 7.0 2.0 Male 1.0 Sales Representative 3.0 Married 2308.0 Yes 25.0 4.0 1.0 12.0 11.0 5.0 No 42.0 Travel_Rarely Research & Development 2.0 3.0 Male 1.0 Laboratory Technician 2.0 Married 4841.0 No 14.0 3.0 1.0 4.0 1.0 0.0 No 37.0 Travel_Rarely Research & Development 13.0 3.0 Male 2.0 Research Scientist 4.0 Married 4285.0 No 17.0 3.0 0.0 10.0 10.0 3.0 No 29.0 Travel_Rarely Research & Development 8.0 1.0 Female 2.0 Healthcare Representative 1.0 Married 9715.0 No 13.0 3.0 1.0 9.0 7.0 0.0 No 33.0 Travel_Rarely Research & Development 25.0 3.0 Male 2.0 Manufacturing Director 2.0 Single 4320.0 No 13.0 3.0 0.0 5.0 5.0 0.0 No 45.0 Travel_Rarely Research & Development 28.0 3.0 Male 1.0 Research Scientist 4.0 Married 2132.0 No 20.0 4.0 1.0 8.0 5.0 0.0 No 42.0 Travel_Frequently Research & Development 2.0 3.0 Male 3.0 Healthcare Representative 4.0 Married 10124.0 Yes 14.0 3.0 1.0 24.0 20.0 13.0 No 40.0 Travel_Rarely Sales 9.0 2.0 Male 2.0 Sales Executive 1.0 Married 5473.0 No 12.0 3.0 0.0 9.0 8.0 7.0 No 33.0 Travel_Rarely Research & Development 28.0 4.0 Male 2.0 Laboratory Technician 3.0 Married 5207.0 Yes 12.0 3.0 1.0 15.0 15.0 5.0 No 40.0 Travel_Rarely Human Resources 6.0 2.0 Male 4.0 Manager 4.0 Single 16437.0 Yes 21.0 4.0 0.0 21.0 21.0 7.0 No 24.0 Travel_Rarely Research & Development 21.0 2.0 Male 1.0 Laboratory Technician 1.0 Divorced 2296.0 No 14.0 3.0 3.0 2.0 1.0 0.0 No 40.0 Non-Travel Research & Development 8.0 2.0 Male 2.0 Healthcare Representative 4.0 Divorced 4069.0 Yes 18.0 3.0 0.0 8.0 2.0 2.0 No 45.0 Travel_Rarely Research & Development 1.0 4.0 Male 3.0 Healthcare Representative 2.0 Divorced 7441.0 No 12.0 3.0 3.0 10.0 10.0 7.0 No 35.0 Travel_Rarely Sales 28.0 4.0 Female 1.0 Sales Representative 3.0 Married 2430.0 No 23.0 4.0 2.0 6.0 5.0 4.0 No 32.0 Travel_Rarely Research & Development 5.0 2.0 Female 2.0 Research Scientist 2.0 Married 5878.0 No 12.0 3.0 1.0 12.0 7.0 2.0 No 36.0 Travel_Rarely Sales 2.0 4.0 Male 1.0 Sales Representative 4.0 Single 2644.0 Yes 21.0 4.0 0.0 7.0 3.0 1.0 No 48.0 Travel_Rarely Sales 16.0 4.0 Female 2.0 Sales Executive 3.0 Divorced 6439.0 No 14.0 3.0 1.0 18.0 8.0 7.0 No 29.0 Travel_Rarely Research & Development 9.0 3.0 Male 1.0 Research Scientist 3.0 Married 2451.0 No 18.0 3.0 2.0 5.0 1.0 0.0 No 33.0 Travel_Rarely Sales 8.0 4.0 Male 2.0 Sales Executive 1.0 Married 6392.0 No 13.0 3.0 1.0 8.0 2.0 2.0 No 30.0 Travel_Rarely Sales 1.0 3.0 Male 2.0 Sales Executive 1.0 Married 9714.0 No 11.0 3.0 1.0 10.0 10.0 6.0 Yes 38.0 Travel_Frequently Human Resources 10.0 4.0 Male 2.0 Human Resources 3.0 Married 6077.0 No 11.0 3.0 0.0 10.0 6.0 1.0 No 35.0 Travel_Rarely Research & Development 1.0 3.0 Male 1.0 Laboratory Technician 1.0 Single 2450.0 No 19.0 3.0 0.0 3.0 3.0 1.0 No 30.0 Travel_Rarely Sales 29.0 4.0 Male 3.0 Sales Executive 2.0 Married 9250.0 No 12.0 3.0 1.0 9.0 4.0 1.0 No 35.0 Travel_Rarely Research & Development 2.0 3.0 Female 1.0 Laboratory Technician 1.0 Divorced 2074.0 Yes 12.0 3.0 1.0 1.0 1.0 0.0 Yes 53.0 Travel_Rarely Research & Development 2.0 5.0 Female 3.0 Manufacturing Director 4.0 Married 10169.0 No 16.0 3.0 1.0 34.0 33.0 1.0 Yes 38.0 Travel_Rarely Research & Development 2.0 3.0 Male 2.0 Manufacturing Director 2.0 Married 4855.0 No 11.0 3.0 2.0 7.0 5.0 1.0 Yes 32.0 Non-Travel Research & Development 1.0 4.0 Male 2.0 Research Scientist 1.0 Married 4087.0 No 14.0 3.0 1.0 9.0 6.0 1.0 No 48.0 Travel_Rarely Research & Development 15.0 4.0 Female 1.0 Research Scientist 1.0 Married 2367.0 No 12.0 3.0 1.0 10.0 8.0 7.0 No 34.0 Travel_Rarely Research & Development 7.0 4.0 Male 1.0 Research Scientist 4.0 Single 2972.0 No 13.0 3.0 0.0 1.0 1.0 0.0 No 55.0 Travel_Rarely Sales 26.0 5.0 Male 5.0 Manager 4.0 Married 19586.0 No 21.0 4.0 1.0 36.0 36.0 2.0 No 34.0 Travel_Rarely Research & Development 1.0 4.0 Male 2.0 Research Scientist 4.0 Married 5484.0 No 17.0 3.0 1.0 9.0 2.0 2.0 No 26.0 Travel_Rarely Research & Development 3.0 3.0 Female 1.0 Research Scientist 4.0 Married 2061.0 No 21.0 4.0 0.0 1.0 1.0 0.0 No 38.0 Travel_Rarely Sales 14.0 3.0 Male 2.0 Sales Executive 2.0 Married 9924.0 No 11.0 3.0 1.0 10.0 9.0 7.0 No 38.0 Travel_Rarely Sales 16.0 3.0 Female 2.0 Sales Executive 2.0 Single 4198.0 No 12.0 3.0 0.0 8.0 3.0 1.0 No 36.0 Travel_Rarely Sales 1.0 4.0 Female 2.0 Sales Executive 3.0 Single 6815.0 No 13.0 3.0 0.0 15.0 1.0 0.0 No 29.0 Travel_Rarely Research & Development 3.0 1.0 Male 1.0 Laboratory Technician 1.0 Single 4723.0 Yes 18.0 3.0 0.0 10.0 10.0 1.0 No 35.0 Travel_Rarely Research & Development 10.0 4.0 Female 2.0 Healthcare Representative 3.0 Single 6142.0 Yes 16.0 3.0 0.0 10.0 5.0 0.0 No 39.0 Travel_Rarely Sales 6.0 3.0 Male 3.0 Sales Executive 3.0 Married 8237.0 No 11.0 3.0 1.0 11.0 7.0 7.0 No 29.0 Travel_Frequently Research & Development 2.0 1.0 Male 2.0 Healthcare Representative 4.0 Divorced 8853.0 No 19.0 3.0 1.0 6.0 6.0 1.0 No 50.0 Travel_Rarely Sales 9.0 3.0 Male 5.0 Manager 3.0 Married 19331.0 Yes 16.0 3.0 1.0 27.0 1.0 0.0 No 23.0 Travel_Rarely Research & Development 10.0 3.0 Male 1.0 Research Scientist 3.0 Married 2073.0 No 16.0 3.0 1.0 4.0 2.0 2.0 No 36.0 Travel_Frequently Research & Development 6.0 4.0 Male 2.0 Laboratory Technician 1.0 Married 5562.0 Yes 13.0 3.0 1.0 9.0 3.0 0.0 No 42.0 Travel_Rarely Research & Development 9.0 2.0 Male 5.0 Manager 4.0 Single 19613.0 No 22.0 4.0 0.0 24.0 1.0 0.0 No 35.0 Travel_Rarely Research & Development 28.0 3.0 Male 2.0 Laboratory Technician 3.0 Married 3407.0 No 17.0 3.0 2.0 10.0 10.0 6.0 No 34.0 Travel_Frequently Research & Development 10.0 4.0 Male 2.0 Healthcare Representative 3.0 Married 5063.0 No 14.0 3.0 1.0 8.0 8.0 7.0 No 40.0 Travel_Rarely Sales 14.0 2.0 Female 2.0 Sales Executive 1.0 Married 4639.0 No 15.0 3.0 1.0 5.0 5.0 1.0 No 43.0 Travel_Rarely Research & Development 27.0 3.0 Male 1.0 Laboratory Technician 2.0 Divorced 4876.0 No 12.0 3.0 1.0 8.0 6.0 0.0 No 35.0 Travel_Rarely Research & Development 7.0 2.0 Male 1.0 Laboratory Technician 4.0 Married 2690.0 No 18.0 3.0 1.0 1.0 1.0 0.0 No 46.0 Travel_Rarely Sales 1.0 4.0 Male 4.0 Manager 1.0 Single 17567.0 No 15.0 3.0 0.0 27.0 26.0 0.0 No 28.0 Travel_Rarely Research & Development 24.0 3.0 Male 1.0 Laboratory Technician 2.0 Married 2408.0 Yes 17.0 3.0 3.0 1.0 1.0 0.0 Yes 22.0 Non-Travel Research & Development 26.0 2.0 Female 1.0 Research Scientist 3.0 Married 2814.0 Yes 14.0 3.0 0.0 4.0 4.0 1.0 No 50.0 Travel_Frequently Research & Development 20.0 5.0 Male 4.0 Healthcare Representative 3.0 Married 11245.0 Yes 15.0 3.0 1.0 32.0 30.0 12.0 No 32.0 Travel_Rarely Research & Development 5.0 4.0 Female 1.0 Research Scientist 4.0 Married 3312.0 No 17.0 3.0 2.0 6.0 3.0 0.0 No 44.0 Travel_Rarely Research & Development 7.0 3.0 Female 5.0 Research Director 4.0 Divorced 19049.0 Yes 14.0 3.0 1.0 23.0 22.0 1.0 No 30.0 Travel_Rarely Research & Development 7.0 3.0 Male 1.0 Research Scientist 2.0 Married 2141.0 No 12.0 3.0 1.0 6.0 6.0 1.0 No 45.0 Travel_Rarely Research & Development 5.0 5.0 Female 2.0 Laboratory Technician 1.0 Single 5769.0 Yes 14.0 3.0 0.0 10.0 10.0 1.0 No 45.0 Non-Travel Sales 26.0 3.0 Male 2.0 Sales Executive 1.0 Married 4385.0 No 15.0 3.0 1.0 10.0 10.0 4.0 No 31.0 Travel_Frequently Sales 2.0 4.0 Male 2.0 Sales Executive 1.0 Single 5332.0 No 13.0 3.0 0.0 10.0 5.0 0.0 No 36.0 Travel_Rarely Research & Development 12.0 4.0 Female 2.0 Manufacturing Director 3.0 Married 4663.0 Yes 12.0 3.0 2.0 7.0 3.0 1.0 No 34.0 Travel_Frequently Research & Development 10.0 4.0 Male 2.0 Manufacturing Director 4.0 Divorced 4724.0 No 13.0 3.0 1.0 9.0 9.0 7.0 No 49.0 Travel_Rarely Research & Development 25.0 4.0 Female 1.0 Laboratory Technician 1.0 Married 3211.0 No 14.0 3.0 1.0 10.0 9.0 1.0 No 39.0 Travel_Rarely Research & Development 10.0 5.0 Male 2.0 Manufacturing Director 1.0 Married 5377.0 No 13.0 3.0 3.0 10.0 7.0 7.0 No 27.0 Travel_Rarely Research & Development 19.0 3.0 Male 1.0 Laboratory Technician 1.0 Divorced 4066.0 No 11.0 3.0 2.0 7.0 7.0 0.0 No 35.0 Travel_Rarely Research & Development 18.0 5.0 Male 2.0 Research Scientist 1.0 Married 5208.0 No 11.0 3.0 0.0 16.0 16.0 1.0 No 28.0 Travel_Rarely Research & Development 27.0 3.0 Female 2.0 Manufacturing Director 1.0 Divorced 4877.0 No 21.0 4.0 1.0 6.0 5.0 0.0 No 21.0 Travel_Rarely Research & Development 5.0 1.0 Male 1.0 Research Scientist 4.0 Single 3117.0 No 18.0 3.0 0.0 3.0 2.0 2.0 No 18.0 Travel_Frequently Sales 3.0 2.0 Female 1.0 Sales Representative 4.0 Single 1569.0 Yes 12.0 3.0 0.0 0.0 0.0 0.0 Yes 47.0 Travel_Rarely Human Resources 26.0 4.0 Female 5.0 Manager 3.0 Married 19658.0 No 11.0 3.0 1.0 27.0 5.0 1.0 No 39.0 Travel_Rarely Research & Development 3.0 2.0 Male 2.0 Laboratory Technician 3.0 Divorced 3069.0 No 15.0 3.0 1.0 11.0 10.0 0.0 No 40.0 Travel_Rarely Research & Development 15.0 3.0 Female 3.0 Manufacturing Director 3.0 Married 10435.0 No 13.0 3.0 2.0 18.0 18.0 14.0 No 35.0 Non-Travel Research & Development 8.0 4.0 Female 2.0 Healthcare Representative 3.0 Married 4148.0 No 12.0 3.0 1.0 15.0 14.0 2.0 No 37.0 Travel_Rarely Research & Development 19.0 3.0 Male 2.0 Manufacturing Director 3.0 Married 5768.0 No 17.0 3.0 3.0 9.0 4.0 0.0 No 39.0 Travel_Frequently Research & Development 4.0 3.0 Female 2.0 Manufacturing Director 3.0 Single 5042.0 No 13.0 3.0 0.0 10.0 9.0 3.0 No 45.0 Travel_Rarely Research & Development 2.0 2.0 Female 2.0 Manufacturing Director 4.0 Divorced 5770.0 No 19.0 3.0 2.0 10.0 10.0 3.0 No 38.0 Travel_Rarely Research & Development 2.0 2.0 Female 3.0 Manufacturing Director 3.0 Married 7756.0 Yes 19.0 3.0 1.0 10.0 5.0 0.0 No 35.0 Travel_Rarely Sales 10.0 3.0 Male 3.0 Sales Executive 1.0 Married 10306.0 No 17.0 3.0 0.0 15.0 13.0 6.0 Yes 37.0 Travel_Rarely Research & Development 10.0 3.0 Female 1.0 Research Scientist 2.0 Married 3936.0 No 11.0 3.0 1.0 8.0 8.0 7.0 No 40.0 Travel_Rarely Research & Development 16.0 3.0 Female 3.0 Manufacturing Director 4.0 Single 7945.0 Yes 15.0 3.0 0.0 18.0 4.0 3.0 No 44.0 Travel_Frequently Human Resources 1.0 5.0 Male 2.0 Human Resources 4.0 Married 5743.0 Yes 11.0 3.0 0.0 14.0 10.0 0.0 No 48.0 Travel_Frequently Research & Development 4.0 5.0 Male 4.0 Manager 4.0 Married 15202.0 No 25.0 4.0 1.0 23.0 2.0 2.0 No 35.0 Travel_Rarely Sales 15.0 2.0 Male 2.0 Sales Executive 4.0 Divorced 5440.0 Yes 14.0 3.0 2.0 7.0 2.0 2.0 Yes 24.0 Travel_Frequently Research & Development 2.0 1.0 Female 1.0 Research Scientist 4.0 Single 3760.0 Yes 13.0 3.0 0.0 6.0 6.0 1.0 No 27.0 Travel_Rarely Research & Development 8.0 3.0 Female 1.0 Research Scientist 3.0 Married 3517.0 No 17.0 3.0 0.0 5.0 3.0 0.0 No 27.0 Travel_Frequently Research & Development 2.0 3.0 Male 1.0 Research Scientist 4.0 Single 2580.0 No 13.0 3.0 0.0 6.0 4.0 1.0 No 40.0 Travel_Rarely Research & Development 7.0 3.0 Male 1.0 Laboratory Technician 1.0 Single 2166.0 Yes 14.0 3.0 0.0 10.0 4.0 0.0 Yes 29.0 Travel_Rarely Sales 10.0 3.0 Male 2.0 Sales Executive 3.0 Single 5869.0 No 11.0 3.0 0.0 8.0 5.0 1.0 No 36.0 Travel_Rarely Research & Development 5.0 4.0 Female 3.0 Healthcare Representative 1.0 Married 8008.0 No 12.0 3.0 2.0 9.0 3.0 0.0 No 25.0 Travel_Frequently Research & Development 2.0 1.0 Male 2.0 Manufacturing Director 3.0 Divorced 5206.0 No 17.0 3.0 2.0 7.0 7.0 0.0 No 39.0 Travel_Rarely Research & Development 12.0 3.0 Male 2.0 Manufacturing Director 2.0 Married 5295.0 No 21.0 4.0 0.0 7.0 5.0 1.0 No 49.0 Travel_Rarely Research & Development 22.0 4.0 Female 4.0 Research Director 2.0 Married 16413.0 No 16.0 3.0 2.0 27.0 4.0 1.0 No 50.0 Travel_Rarely Research & Development 17.0 5.0 Female 3.0 Research Director 1.0 Divorced 13269.0 No 15.0 3.0 3.0 19.0 14.0 1.0 No 20.0 Travel_Rarely Sales 2.0 3.0 Female 1.0 Sales Representative 3.0 Single 2783.0 No 19.0 3.0 0.0 2.0 2.0 2.0 No 34.0 Travel_Rarely Research & Development 3.0 3.0 Female 2.0 Research Scientist 2.0 Divorced 5433.0 No 12.0 3.0 1.0 11.0 11.0 7.0 No 36.0 Travel_Rarely Research & Development 7.0 3.0 Male 1.0 Laboratory Technician 2.0 Single 2013.0 No 11.0 3.0 0.0 15.0 4.0 1.0 No 49.0 Travel_Rarely Research & Development 6.0 1.0 Female 4.0 Healthcare Representative 3.0 Married 13966.0 Yes 19.0 3.0 1.0 30.0 15.0 2.0 No 36.0 Non-Travel Research & Development 1.0 4.0 Female 2.0 Manufacturing Director 3.0 Married 4374.0 No 15.0 3.0 0.0 4.0 3.0 1.0 No 36.0 Travel_Rarely Research & Development 3.0 2.0 Male 2.0 Healthcare Representative 1.0 Divorced 6842.0 No 20.0 4.0 1.0 13.0 5.0 0.0 No 54.0 Travel_Rarely Research & Development 22.0 5.0 Female 4.0 Manager 3.0 Married 17426.0 No 25.0 4.0 1.0 36.0 10.0 4.0 No 43.0 Travel_Rarely Research & Development 15.0 2.0 Male 4.0 Research Director 3.0 Married 17603.0 No 24.0 4.0 1.0 14.0 14.0 6.0 No 35.0 Travel_Frequently Sales 12.0 4.0 Male 2.0 Sales Executive 4.0 Single 4581.0 Yes 24.0 4.0 0.0 13.0 11.0 6.0 Yes 38.0 Travel_Frequently Research & Development 1.0 3.0 Male 2.0 Research Scientist 4.0 Married 4735.0 No 15.0 3.0 2.0 19.0 13.0 2.0 No 29.0 Travel_Rarely Sales 5.0 3.0 Male 2.0 Sales Executive 2.0 Divorced 4187.0 Yes 13.0 3.0 1.0 10.0 10.0 0.0 No 33.0 Travel_Rarely Sales 2.0 4.0 Male 2.0 Sales Executive 4.0 Divorced 5505.0 No 14.0 3.0 2.0 6.0 6.0 0.0 No 32.0 Travel_Rarely Research & Development 2.0 3.0 Male 2.0 Research Scientist 2.0 Divorced 5470.0 No 13.0 3.0 2.0 10.0 9.0 1.0 No 31.0 Travel_Rarely Sales 5.0 4.0 Female 2.0 Sales Executive 4.0 Married 5476.0 No 11.0 3.0 2.0 10.0 10.0 0.0 No 49.0 Travel_Rarely Research & Development 16.0 3.0 Female 1.0 Laboratory Technician 1.0 Divorced 2587.0 Yes 16.0 3.0 1.0 17.0 2.0 2.0 No 38.0 Travel_Frequently Research & Development 2.0 3.0 Female 1.0 Laboratory Technician 2.0 Single 2440.0 No 22.0 4.0 0.0 4.0 4.0 3.0 No 47.0 Travel_Rarely Sales 2.0 4.0 Female 4.0 Manager 2.0 Divorced 15972.0 No 14.0 3.0 3.0 29.0 3.0 1.0 No 49.0 Travel_Rarely Research & Development 1.0 3.0 Male 4.0 Manager 3.0 Single 15379.0 No 14.0 3.0 0.0 23.0 8.0 0.0 No 41.0 Travel_Rarely Sales 23.0 2.0 Male 3.0 Sales Executive 3.0 Single 7082.0 Yes 16.0 3.0 0.0 21.0 2.0 0.0 No 20.0 Travel_Rarely Sales 9.0 1.0 Male 1.0 Sales Representative 1.0 Single 2728.0 No 11.0 3.0 0.0 2.0 2.0 0.0 No 33.0 Non-Travel Sales 16.0 3.0 Female 2.0 Sales Executive 4.0 Divorced 5368.0 Yes 25.0 4.0 1.0 7.0 6.0 1.0 No 36.0 Travel_Rarely Research & Development 26.0 4.0 Male 2.0 Healthcare Representative 3.0 Married 5347.0 No 14.0 3.0 2.0 10.0 3.0 0.0 No 44.0 Travel_Rarely Human Resources 1.0 3.0 Female 1.0 Human Resources 4.0 Divorced 3195.0 Yes 18.0 3.0 3.0 8.0 2.0 2.0 No 23.0 Travel_Rarely Research & Development 8.0 1.0 Male 1.0 Laboratory Technician 3.0 Single 3989.0 Yes 11.0 3.0 0.0 5.0 5.0 1.0 Yes 38.0 Travel_Rarely Research & Development 4.0 2.0 Female 1.0 Laboratory Technician 3.0 Married 3306.0 No 19.0 3.0 1.0 7.0 0.0 0.0 No 53.0 Travel_Rarely Research & Development 24.0 4.0 Male 3.0 Healthcare Representative 4.0 Married 7005.0 No 15.0 3.0 0.0 11.0 4.0 1.0 No 48.0 Travel_Frequently Sales 7.0 2.0 Female 1.0 Sales Representative 3.0 Married 2655.0 Yes 11.0 3.0 2.0 19.0 9.0 7.0 Yes 32.0 Travel_Rarely Research & Development 2.0 4.0 Male 1.0 Laboratory Technician 2.0 Single 1393.0 No 12.0 3.0 0.0 1.0 1.0 0.0 Yes 26.0 Non-Travel Research & Development 7.0 3.0 Male 1.0 Laboratory Technician 4.0 Single 2570.0 No 20.0 4.0 0.0 7.0 7.0 5.0 No 55.0 Travel_Rarely Research & Development 22.0 3.0 Male 1.0 Research Scientist 2.0 Divorced 3537.0 No 12.0 3.0 1.0 8.0 4.0 1.0 No 34.0 Travel_Rarely Research & Development 5.0 2.0 Male 2.0 Laboratory Technician 4.0 Married 3986.0 No 14.0 3.0 1.0 15.0 15.0 4.0 No 60.0 Travel_Rarely Research & Development 1.0 4.0 Male 3.0 Healthcare Representative 4.0 Divorced 10883.0 No 20.0 4.0 1.0 19.0 1.0 0.0 No 33.0 Travel_Rarely Research & Development 21.0 3.0 Male 1.0 Laboratory Technician 2.0 Married 2028.0 No 18.0 3.0 3.0 14.0 14.0 2.0 No 37.0 Travel_Frequently Sales 1.0 4.0 Male 2.0 Sales Executive 4.0 Divorced 9525.0 No 14.0 3.0 2.0 6.0 6.0 1.0 No 34.0 Travel_Rarely Research & Development 19.0 3.0 Female 1.0 Research Scientist 4.0 Married 2929.0 No 12.0 3.0 0.0 10.0 10.0 8.0 No 23.0 Travel_Rarely Sales 7.0 3.0 Male 1.0 Sales Representative 4.0 Divorced 2275.0 Yes 21.0 4.0 1.0 3.0 3.0 0.0 Yes 44.0 Travel_Rarely Research & Development 2.0 3.0 Female 3.0 Healthcare Representative 4.0 Married 7879.0 Yes 19.0 3.0 1.0 9.0 8.0 6.0 No 35.0 Travel_Frequently Research & Development 2.0 4.0 Male 1.0 Research Scientist 4.0 Single 4930.0 Yes 14.0 3.0 0.0 6.0 5.0 1.0 No 43.0 Travel_Rarely Sales 2.0 3.0 Male 2.0 Sales Executive 4.0 Married 7847.0 Yes 17.0 3.0 1.0 10.0 10.0 8.0 No 24.0 Travel_Rarely Research & Development 9.0 3.0 Male 1.0 Research Scientist 3.0 Married 4401.0 No 16.0 3.0 1.0 5.0 5.0 0.0 No 41.0 Travel_Rarely Sales 6.0 3.0 Male 3.0 Sales Executive 3.0 Single 9241.0 No 12.0 3.0 0.0 10.0 10.0 8.0 No 29.0 Travel_Rarely Research & Development 9.0 4.0 Female 1.0 Laboratory Technician 3.0 Married 2974.0 No 17.0 3.0 1.0 9.0 5.0 1.0 No 36.0 Travel_Rarely Sales 2.0 4.0 Female 2.0 Sales Representative 4.0 Single 4502.0 No 15.0 3.0 0.0 17.0 13.0 6.0 No 45.0 Non-Travel Research & Development 1.0 1.0 Male 3.0 Healthcare Representative 3.0 Married 10748.0 No 23.0 4.0 1.0 25.0 23.0 14.0 No 24.0 Travel_Rarely Human Resources 22.0 1.0 Male 1.0 Human Resources 3.0 Married 1555.0 No 11.0 3.0 1.0 1.0 1.0 0.0 Yes 47.0 Travel_Frequently Sales 9.0 3.0 Male 4.0 Sales Executive 3.0 Married 12936.0 No 11.0 3.0 0.0 25.0 23.0 14.0 Yes 26.0 Travel_Rarely Research & Development 17.0 4.0 Male 1.0 Laboratory Technician 3.0 Married 2305.0 No 15.0 3.0 3.0 3.0 3.0 0.0 No 45.0 Travel_Rarely Research & Development 28.0 2.0 Female 4.0 Research Director 2.0 Single 16704.0 No 11.0 3.0 0.0 21.0 21.0 8.0 No 32.0 Travel_Frequently Research & Development 10.0 3.0 Male 1.0 Research Scientist 3.0 Married 3433.0 No 13.0 3.0 1.0 10.0 5.0 1.0 No 31.0 Travel_Rarely Research & Development 2.0 4.0 Male 1.0 Laboratory Technician 3.0 Married 3477.0 No 14.0 3.0 1.0 6.0 5.0 0.0 No 41.0 Non-Travel Human Resources 4.0 3.0 Male 2.0 Human Resources 2.0 Married 6430.0 No 19.0 3.0 1.0 10.0 3.0 1.0 No 40.0 Travel_Rarely Research & Development 8.0 2.0 Female 2.0 Manufacturing Director 1.0 Married 6516.0 Yes 16.0 3.0 1.0 18.0 1.0 0.0 No 24.0 Travel_Rarely Research & Development 29.0 1.0 Male 1.0 Laboratory Technician 1.0 Divorced 3907.0 No 13.0 3.0 3.0 6.0 6.0 1.0 No 46.0 Travel_Rarely Research & Development 13.0 4.0 Male 2.0 Healthcare Representative 2.0 Single 5562.0 No 14.0 3.0 0.0 19.0 10.0 0.0 No 35.0 Travel_Rarely Research & Development 27.0 4.0 Male 2.0 Manufacturing Director 3.0 Married 6883.0 No 16.0 3.0 1.0 17.0 7.0 0.0 No 30.0 Travel_Rarely Research & Development 16.0 1.0 Male 1.0 Research Scientist 4.0 Married 2862.0 No 12.0 3.0 1.0 10.0 10.0 0.0 No 47.0 Non-Travel Sales 2.0 4.0 Male 2.0 Sales Executive 2.0 Married 4978.0 No 11.0 3.0 1.0 4.0 1.0 0.0 No 46.0 Travel_Rarely Sales 2.0 3.0 Male 3.0 Sales Executive 4.0 Divorced 10368.0 Yes 12.0 3.0 1.0 13.0 10.0 0.0 No 36.0 Travel_Rarely Sales 13.0 5.0 Male 2.0 Sales Executive 1.0 Divorced 6134.0 Yes 13.0 3.0 3.0 16.0 2.0 2.0 Yes 32.0 Travel_Rarely Sales 1.0 2.0 Male 2.0 Sales Executive 2.0 Single 6735.0 No 15.0 3.0 0.0 10.0 0.0 0.0 Yes 23.0 Travel_Rarely Research & Development 4.0 1.0 Female 1.0 Laboratory Technician 2.0 Single 3295.0 No 13.0 3.0 0.0 3.0 3.0 1.0 No 31.0 Travel_Frequently Research & Development 24.0 1.0 Female 2.0 Manufacturing Director 4.0 Single 5238.0 No 20.0 4.0 0.0 9.0 5.0 1.0 No 39.0 Non-Travel Research & Development 1.0 3.0 Male 2.0 Laboratory Technician 4.0 Married 6472.0 Yes 15.0 3.0 1.0 9.0 9.0 5.0 No 32.0 Travel_Rarely Sales 19.0 3.0 Male 3.0 Sales Executive 3.0 Married 9610.0 No 13.0 3.0 1.0 10.0 4.0 0.0 No 40.0 Travel_Rarely Sales 7.0 4.0 Male 5.0 Manager 2.0 Single 19833.0 No 14.0 3.0 0.0 21.0 21.0 12.0 No 45.0 Travel_Rarely Human Resources 4.0 3.0 Female 3.0 Human Resources 3.0 Married 9756.0 No 21.0 4.0 2.0 9.0 5.0 0.0 No 30.0 Travel_Frequently Research & Development 2.0 4.0 Female 1.0 Research Scientist 1.0 Single 4968.0 No 16.0 3.0 0.0 10.0 9.0 0.0 No 24.0 Travel_Frequently Human Resources 10.0 3.0 Male 1.0 Human Resources 4.0 Married 2145.0 No 14.0 3.0 1.0 3.0 2.0 2.0 No 30.0 Travel_Frequently Human Resources 8.0 3.0 Female 1.0 Human Resources 4.0 Divorced 2180.0 No 11.0 3.0 1.0 6.0 4.0 1.0 Yes 31.0 Travel_Rarely Sales 5.0 3.0 Male 2.0 Sales Executive 3.0 Married 8346.0 No 19.0 3.0 1.0 6.0 5.0 0.0 No 27.0 Travel_Rarely Research & Development 8.0 3.0 Female 1.0 Research Scientist 4.0 Single 3445.0 No 11.0 3.0 0.0 6.0 6.0 1.0 No 29.0 Travel_Rarely Sales 9.0 3.0 Female 1.0 Sales Representative 2.0 Single 2760.0 No 13.0 3.0 0.0 2.0 2.0 2.0 Yes 29.0 Travel_Frequently Research & Development 1.0 3.0 Male 2.0 Healthcare Representative 3.0 Single 6294.0 Yes 12.0 3.0 0.0 10.0 3.0 0.0 No 30.0 Travel_Rarely Sales 15.0 2.0 Male 3.0 Sales Executive 1.0 Divorced 7140.0 No 11.0 3.0 1.0 12.0 7.0 1.0 No 34.0 Travel_Rarely Research & Development 2.0 4.0 Male 1.0 Research Scientist 4.0 Married 2932.0 Yes 14.0 3.0 3.0 6.0 5.0 1.0 No 33.0 Non-Travel Sales 2.0 3.0 Female 2.0 Sales Executive 2.0 Single 5147.0 No 15.0 3.0 0.0 13.0 11.0 1.0 No 49.0 Travel_Rarely Sales 11.0 4.0 Female 2.0 Sales Executive 4.0 Single 4507.0 No 12.0 3.0 0.0 8.0 5.0 0.0 No 33.0 Travel_Rarely Sales 16.0 3.0 Female 3.0 Sales Executive 1.0 Single 8564.0 Yes 20.0 4.0 0.0 11.0 0.0 0.0 Yes 38.0 Travel_Frequently Research & Development 2.0 2.0 Female 1.0 Laboratory Technician 2.0 Married 2468.0 No 14.0 3.0 1.0 9.0 6.0 0.0 No 31.0 Travel_Rarely Sales 16.0 4.0 Male 3.0 Sales Executive 3.0 Married 8161.0 No 13.0 3.0 3.0 10.0 1.0 0.0 Yes 29.0 Travel_Rarely Research & Development 4.0 3.0 Female 1.0 Research Scientist 1.0 Divorced 2109.0 No 13.0 3.0 1.0 1.0 1.0 0.0 No 30.0 Travel_Rarely Research & Development 16.0 3.0 Male 2.0 Healthcare Representative 3.0 Married 5294.0 No 16.0 3.0 1.0 10.0 7.0 1.0 No 32.0 Non-Travel Research & Development 5.0 4.0 Male 1.0 Research Scientist 2.0 Single 2718.0 No 14.0 3.0 0.0 12.0 7.0 0.0 No 38.0 Travel_Rarely Research & Development 18.0 3.0 Male 2.0 Healthcare Representative 4.0 Married 5811.0 Yes 16.0 3.0 1.0 15.0 1.0 1.0 No 43.0 Travel_Frequently Research & Development 17.0 3.0 Male 1.0 Research Scientist 3.0 Married 2437.0 Yes 16.0 3.0 1.0 6.0 1.0 0.0 Yes 42.0 Travel_Rarely Research & Development 12.0 3.0 Male 1.0 Laboratory Technician 2.0 Divorced 2766.0 No 22.0 4.0 3.0 7.0 5.0 0.0 No 55.0 Travel_Rarely Research & Development 2.0 3.0 Male 5.0 Research Director 1.0 Married 19038.0 No 12.0 3.0 3.0 34.0 1.0 0.0 No 33.0 Non-Travel Research & Development 4.0 3.0 Male 2.0 Research Scientist 2.0 Divorced 3055.0 No 15.0 3.0 2.0 11.0 9.0 1.0 No 41.0 Travel_Rarely Research & Development 9.0 4.0 Male 1.0 Laboratory Technician 1.0 Divorced 2289.0 No 20.0 4.0 2.0 5.0 5.0 0.0 No 34.0 Non-Travel Sales 10.0 3.0 Male 2.0 Sales Executive 3.0 Divorced 4001.0 Yes 14.0 3.0 1.0 15.0 15.0 0.0 No 53.0 Non-Travel Research & Development 1.0 4.0 Female 4.0 Manufacturing Director 3.0 Married 12965.0 Yes 20.0 4.0 3.0 27.0 3.0 0.0 No 43.0 Travel_Rarely Human Resources 2.0 3.0 Male 1.0 Human Resources 4.0 Single 3539.0 No 13.0 3.0 0.0 10.0 9.0 1.0 No 34.0 Travel_Rarely Sales 3.0 2.0 Female 2.0 Sales Executive 4.0 Single 6029.0 No 12.0 3.0 0.0 6.0 2.0 2.0 No 21.0 Travel_Rarely Sales 7.0 1.0 Male 1.0 Sales Representative 2.0 Single 2679.0 No 13.0 3.0 0.0 1.0 1.0 1.0 Yes 38.0 Travel_Rarely Research & Development 6.0 2.0 Female 1.0 Laboratory Technician 3.0 Married 3702.0 No 11.0 3.0 1.0 5.0 5.0 0.0 No 22.0 Travel_Rarely Research & Development 8.0 1.0 Female 1.0 Laboratory Technician 1.0 Married 2398.0 Yes 17.0 3.0 0.0 1.0 1.0 0.0 Yes 31.0 Travel_Rarely Sales 29.0 4.0 Female 2.0 Sales Executive 4.0 Married 5468.0 No 14.0 3.0 2.0 13.0 12.0 5.0 No 51.0 Travel_Rarely Research & Development 3.0 3.0 Female 3.0 Manager 3.0 Married 13116.0 No 11.0 3.0 0.0 15.0 2.0 2.0 No 37.0 Travel_Rarely Sales 9.0 2.0 Male 2.0 Sales Executive 2.0 Married 4189.0 No 14.0 3.0 2.0 5.0 5.0 0.0 No 46.0 Travel_Rarely Research & Development 2.0 4.0 Male 5.0 Research Director 4.0 Divorced 19328.0 Yes 17.0 3.0 1.0 24.0 2.0 2.0 No 36.0 Travel_Rarely Research & Development 10.0 3.0 Male 3.0 Healthcare Representative 1.0 Married 8321.0 Yes 13.0 3.0 1.0 15.0 12.0 5.0 No 44.0 Travel_Frequently Research & Development 1.0 2.0 Male 1.0 Research Scientist 2.0 Divorced 2342.0 Yes 12.0 3.0 3.0 6.0 5.0 2.0 Yes 37.0 Travel_Rarely Human Resources 8.0 2.0 Male 2.0 Human Resources 2.0 Divorced 4071.0 No 13.0 3.0 0.0 19.0 10.0 4.0 No 35.0 Travel_Rarely Sales 27.0 3.0 Male 2.0 Sales Executive 4.0 Single 5813.0 Yes 18.0 3.0 0.0 10.0 10.0 7.0 Yes 33.0 Travel_Rarely Research & Development 8.0 4.0 Male 1.0 Research Scientist 1.0 Married 3143.0 No 19.0 3.0 1.0 14.0 10.0 7.0 No 28.0 Travel_Rarely Research & Development 1.0 3.0 Male 1.0 Research Scientist 4.0 Married 2044.0 No 11.0 3.0 1.0 5.0 5.0 0.0 No 39.0 Travel_Rarely Research & Development 10.0 1.0 Male 3.0 Research Director 3.0 Single 13464.0 No 21.0 4.0 0.0 9.0 4.0 2.0 No 46.0 Non-Travel Sales 26.0 2.0 Male 2.0 Sales Executive 2.0 Single 7991.0 No 15.0 3.0 0.0 6.0 2.0 2.0 No 40.0 Travel_Rarely Research & Development 2.0 2.0 Female 1.0 Laboratory Technician 1.0 Married 3377.0 No 17.0 3.0 1.0 7.0 4.0 0.0 No 42.0 Travel_Rarely Research & Development 13.0 3.0 Male 2.0 Healthcare Representative 1.0 Married 5538.0 No 18.0 3.0 2.0 10.0 0.0 0.0 No 35.0 Non-Travel Research & Development 2.0 2.0 Male 2.0 Manufacturing Director 4.0 Divorced 5762.0 No 14.0 3.0 1.0 15.0 7.0 1.0 No 38.0 Non-Travel Human Resources 2.0 3.0 Male 1.0 Human Resources 2.0 Divorced 2592.0 No 13.0 3.0 3.0 13.0 11.0 3.0 No 34.0 Travel_Frequently Research & Development 9.0 4.0 Male 2.0 Laboratory Technician 1.0 Married 5346.0 No 17.0 3.0 1.0 11.0 7.0 0.0 Yes 37.0 Travel_Rarely Research & Development 10.0 4.0 Male 2.0 Manufacturing Director 1.0 Single 4213.0 No 15.0 3.0 0.0 10.0 10.0 0.0 Yes 39.0 Travel_Frequently Sales 20.0 3.0 Male 2.0 Sales Executive 4.0 Divorced 4127.0 No 18.0 3.0 1.0 7.0 2.0 2.0 No 43.0 Non-Travel Research & Development 9.0 3.0 Male 1.0 Research Scientist 3.0 Single 2438.0 No 13.0 3.0 0.0 7.0 3.0 1.0 No 41.0 Travel_Rarely Research & Development 5.0 3.0 Male 2.0 Healthcare Representative 2.0 Single 6870.0 No 12.0 3.0 0.0 11.0 3.0 1.0 No 41.0 Travel_Rarely Sales 4.0 1.0 Female 3.0 Sales Executive 3.0 Divorced 10447.0 Yes 13.0 3.0 1.0 23.0 22.0 13.0 No 30.0 Travel_Rarely Research & Development 10.0 3.0 Female 3.0 Manufacturing Director 3.0 Single 9667.0 No 14.0 3.0 0.0 9.0 7.0 0.0 No 26.0 Travel_Rarely Human Resources 20.0 2.0 Female 1.0 Human Resources 2.0 Married 2148.0 Yes 11.0 3.0 0.0 6.0 5.0 1.0 Yes 46.0 Travel_Rarely Research & Development 21.0 2.0 Female 2.0 Healthcare Representative 2.0 Married 8926.0 No 22.0 4.0 1.0 13.0 9.0 3.0 Yes 40.0 Travel_Rarely Research & Development 1.0 3.0 Female 2.0 Healthcare Representative 4.0 Divorced 6513.0 No 17.0 3.0 1.0 12.0 5.0 0.0 No 34.0 Travel_Rarely Sales 8.0 2.0 Male 2.0 Sales Executive 3.0 Married 6799.0 No 21.0 4.0 2.0 10.0 10.0 4.0 No 58.0 Non-Travel Sales 2.0 3.0 Male 4.0 Manager 2.0 Divorced 16291.0 No 22.0 4.0 1.0 37.0 16.0 14.0 No 35.0 Travel_Rarely Research & Development 23.0 4.0 Male 1.0 Laboratory Technician 3.0 Married 2705.0 No 16.0 3.0 1.0 6.0 5.0 0.0 No 47.0 Travel_Rarely Research & Development 4.0 3.0 Female 3.0 Manufacturing Director 2.0 Divorced 10333.0 Yes 12.0 3.0 1.0 28.0 22.0 14.0 No 40.0 Travel_Rarely Research & Development 12.0 3.0 Female 2.0 Healthcare Representative 1.0 Divorced 4448.0 No 12.0 3.0 1.0 15.0 7.0 7.0 No 54.0 Travel_Rarely Research & Development 7.0 4.0 Female 2.0 Research Scientist 4.0 Married 6854.0 No 15.0 3.0 1.0 14.0 7.0 1.0 No 31.0 Travel_Frequently Sales 7.0 4.0 Female 3.0 Sales Executive 1.0 Married 9637.0 No 14.0 3.0 2.0 9.0 3.0 2.0 No 28.0 Travel_Rarely Research & Development 1.0 3.0 Female 1.0 Research Scientist 1.0 Married 3591.0 No 25.0 4.0 1.0 3.0 3.0 1.0 No 38.0 Travel_Rarely Sales 2.0 4.0 Female 2.0 Sales Representative 4.0 Married 5405.0 Yes 20.0 4.0 2.0 20.0 4.0 0.0 No 26.0 Travel_Rarely Sales 10.0 3.0 Male 2.0 Sales Executive 4.0 Single 4684.0 No 13.0 3.0 0.0 5.0 5.0 1.0 No 58.0 Travel_Frequently Research & Development 15.0 4.0 Male 4.0 Research Director 3.0 Married 15787.0 Yes 14.0 3.0 0.0 23.0 2.0 2.0 No 18.0 Non-Travel Research & Development 14.0 3.0 Female 1.0 Research Scientist 3.0 Single 1514.0 No 16.0 3.0 0.0 0.0 0.0 0.0 No 31.0 Travel_Rarely Human Resources 18.0 5.0 Male 1.0 Human Resources 1.0 Married 2956.0 No 17.0 3.0 0.0 2.0 1.0 0.0 Yes 29.0 Travel_Rarely Human Resources 13.0 3.0 Male 1.0 Human Resources 1.0 Divorced 2335.0 Yes 15.0 3.0 3.0 4.0 2.0 2.0 Yes 45.0 Non-Travel Sales 2.0 4.0 Female 2.0 Sales Executive 3.0 Married 5154.0 No 22.0 4.0 2.0 10.0 8.0 5.0 No 36.0 Travel_Rarely Research & Development 2.0 4.0 Female 2.0 Research Scientist 2.0 Married 6962.0 Yes 22.0 4.0 1.0 15.0 1.0 0.0 No 43.0 Travel_Frequently Sales 2.0 4.0 Male 2.0 Sales Executive 4.0 Married 5675.0 No 20.0 4.0 1.0 7.0 7.0 7.0 No 27.0 Travel_Frequently Research & Development 5.0 2.0 Female 1.0 Laboratory Technician 4.0 Single 2379.0 Yes 14.0 3.0 0.0 6.0 5.0 0.0 No 29.0 Travel_Frequently Research & Development 20.0 1.0 Male 1.0 Laboratory Technician 4.0 Married 3812.0 No 13.0 3.0 0.0 11.0 11.0 3.0 No 32.0 Travel_Frequently Sales 10.0 4.0 Male 2.0 Sales Executive 4.0 Single 4648.0 No 13.0 3.0 0.0 4.0 0.0 0.0 No 42.0 Non-Travel Research & Development 10.0 4.0 Male 1.0 Research Scientist 3.0 Married 2936.0 No 22.0 4.0 2.0 10.0 6.0 3.0 No 47.0 Travel_Rarely Research & Development 9.0 4.0 Female 1.0 Laboratory Technician 3.0 Single 2105.0 No 12.0 3.0 0.0 7.0 2.0 2.0 No 46.0 Travel_Rarely Research & Development 2.0 2.0 Male 3.0 Manufacturing Director 4.0 Divorced 8578.0 No 14.0 3.0 1.0 12.0 9.0 4.0 No 28.0 Non-Travel Human Resources 1.0 2.0 Male 1.0 Human Resources 4.0 Divorced 2706.0 No 15.0 3.0 1.0 3.0 3.0 2.0 No 29.0 Travel_Rarely Research & Development 29.0 1.0 Male 2.0 Healthcare Representative 3.0 Divorced 6384.0 No 17.0 3.0 2.0 11.0 7.0 1.0 No 42.0 Travel_Rarely Research & Development 8.0 3.0 Male 1.0 Laboratory Technician 3.0 Single 3968.0 No 13.0 3.0 0.0 8.0 0.0 0.0 No 32.0 Travel_Rarely Sales 2.0 4.0 Male 2.0 Sales Executive 2.0 Single 9907.0 Yes 12.0 3.0 0.0 7.0 2.0 2.0 Yes 46.0 Travel_Rarely Sales 3.0 3.0 Female 4.0 Sales Executive 1.0 Divorced 13225.0 No 12.0 3.0 1.0 25.0 19.0 2.0 No 27.0 Travel_Rarely Sales 23.0 1.0 Female 2.0 Sales Representative 3.0 Married 3540.0 No 21.0 4.0 1.0 9.0 9.0 5.0 No 29.0 Travel_Rarely Human Resources 6.0 1.0 Male 1.0 Human Resources 2.0 Married 2804.0 No 11.0 3.0 0.0 1.0 1.0 0.0 No 43.0 Travel_Rarely Research & Development 6.0 3.0 Female 5.0 Manager 3.0 Married 19392.0 No 13.0 3.0 0.0 21.0 16.0 6.0 No 48.0 Travel_Rarely Research & Development 10.0 3.0 Male 5.0 Research Director 2.0 Married 19665.0 No 12.0 3.0 0.0 29.0 22.0 12.0 No 29.0 Travel_Frequently Research & Development 24.0 2.0 Male 1.0 Research Scientist 4.0 Single 2439.0 Yes 24.0 4.0 0.0 1.0 1.0 1.0 Yes 46.0 Travel_Rarely Sales 10.0 3.0 Female 3.0 Sales Executive 2.0 Married 7314.0 No 21.0 4.0 3.0 14.0 8.0 0.0 Yes 27.0 Travel_Frequently Research & Development 15.0 3.0 Female 1.0 Research Scientist 1.0 Married 4774.0 No 19.0 3.0 1.0 8.0 7.0 7.0 No 39.0 Travel_Rarely Research & Development 19.0 4.0 Male 2.0 Research Scientist 4.0 Divorced 3902.0 No 14.0 3.0 3.0 7.0 2.0 2.0 No 55.0 Travel_Rarely Research & Development 2.0 4.0 Male 1.0 Research Scientist 4.0 Married 2662.0 No 20.0 4.0 1.0 19.0 5.0 0.0 No 28.0 Travel_Rarely Sales 3.0 3.0 Female 1.0 Sales Representative 2.0 Married 2856.0 No 19.0 3.0 1.0 1.0 1.0 0.0 No 30.0 Travel_Rarely Sales 9.0 3.0 Male 1.0 Sales Representative 4.0 Single 1081.0 No 13.0 3.0 0.0 1.0 1.0 0.0 Yes 22.0 Travel_Rarely Research & Development 7.0 1.0 Male 1.0 Research Scientist 2.0 Single 2472.0 Yes 23.0 4.0 0.0 1.0 1.0 0.0 Yes 36.0 Travel_Rarely Sales 10.0 4.0 Female 2.0 Sales Executive 3.0 Married 5673.0 Yes 13.0 3.0 1.0 10.0 10.0 1.0 No 31.0 Travel_Rarely Research & Development 20.0 3.0 Male 2.0 Laboratory Technician 3.0 Divorced 4197.0 No 11.0 3.0 1.0 10.0 10.0 0.0 No 34.0 Travel_Rarely Sales 4.0 3.0 Male 3.0 Sales Executive 4.0 Married 9713.0 Yes 13.0 3.0 3.0 9.0 5.0 1.0 No 29.0 Travel_Rarely Research & Development 7.0 3.0 Male 1.0 Laboratory Technician 1.0 Single 2062.0 No 14.0 3.0 0.0 11.0 3.0 1.0 No 37.0 Travel_Rarely Research & Development 7.0 4.0 Male 2.0 Research Scientist 1.0 Married 4284.0 Yes 22.0 4.0 1.0 16.0 5.0 0.0 No 35.0 Travel_Rarely Research & Development 16.0 2.0 Female 2.0 Manufacturing Director 2.0 Married 4788.0 Yes 11.0 3.0 0.0 4.0 3.0 0.0 No 45.0 Travel_Rarely Research & Development 25.0 2.0 Female 2.0 Manufacturing Director 4.0 Married 5906.0 No 13.0 3.0 2.0 10.0 9.0 3.0 No 36.0 Travel_Frequently Human Resources 2.0 1.0 Male 2.0 Human Resources 4.0 Single 3886.0 No 21.0 4.0 0.0 10.0 10.0 0.0 No 40.0 Travel_Rarely Research & Development 1.0 4.0 Male 4.0 Manager 1.0 Divorced 16823.0 No 11.0 3.0 1.0 22.0 19.0 11.0 No 26.0 Travel_Rarely Research & Development 1.0 2.0 Female 1.0 Research Scientist 3.0 Married 2933.0 Yes 13.0 3.0 1.0 1.0 1.0 1.0 No 27.0 Travel_Rarely Sales 2.0 2.0 Female 2.0 Sales Executive 3.0 Single 6500.0 No 14.0 3.0 0.0 9.0 8.0 0.0 No 48.0 Travel_Frequently Research & Development 22.0 3.0 Female 4.0 Manager 4.0 Divorced 17174.0 No 11.0 3.0 1.0 24.0 22.0 4.0 No 44.0 Travel_Rarely Research & Development 1.0 4.0 Male 2.0 Healthcare Representative 1.0 Married 5033.0 No 15.0 3.0 1.0 10.0 2.0 2.0 No 34.0 Non-Travel Research & Development 16.0 4.0 Male 1.0 Research Scientist 1.0 Married 2307.0 Yes 23.0 4.0 1.0 5.0 5.0 3.0 Yes 56.0 Travel_Rarely Research & Development 24.0 2.0 Male 1.0 Laboratory Technician 4.0 Single 2587.0 No 16.0 3.0 0.0 5.0 4.0 1.0 Yes 36.0 Travel_Rarely Sales 17.0 2.0 Male 2.0 Sales Executive 2.0 Married 5507.0 No 16.0 3.0 2.0 12.0 4.0 1.0 No 41.0 Travel_Rarely Sales 8.0 3.0 Female 2.0 Sales Executive 2.0 Married 4393.0 No 21.0 4.0 1.0 14.0 5.0 1.0 No 42.0 Travel_Rarely Research & Development 6.0 3.0 Male 3.0 Research Director 1.0 Married 13348.0 No 13.0 3.0 1.0 18.0 13.0 5.0 No 31.0 Travel_Rarely Sales 10.0 2.0 Female 2.0 Sales Executive 4.0 Divorced 6583.0 Yes 11.0 3.0 1.0 8.0 5.0 1.0 No 34.0 Travel_Rarely Sales 3.0 1.0 Female 2.0 Sales Executive 4.0 Married 8103.0 Yes 12.0 3.0 0.0 9.0 4.0 0.0 No 31.0 Travel_Rarely Research & Development 4.0 3.0 Female 1.0 Laboratory Technician 3.0 Divorced 3978.0 No 12.0 3.0 1.0 4.0 2.0 2.0 No 26.0 Travel_Frequently Research & Development 6.0 3.0 Male 1.0 Laboratory Technician 4.0 Married 2544.0 No 18.0 3.0 1.0 8.0 7.0 7.0 No 45.0 Travel_Frequently Research & Development 1.0 4.0 Male 2.0 Healthcare Representative 3.0 Single 5399.0 No 12.0 3.0 0.0 12.0 4.0 0.0 No 33.0 Travel_Rarely Sales 10.0 4.0 Male 2.0 Sales Executive 3.0 Single 5487.0 No 14.0 3.0 0.0 10.0 10.0 0.0 No 28.0 Travel_Frequently Sales 1.0 2.0 Male 2.0 Sales Executive 4.0 Married 6834.0 Yes 12.0 3.0 1.0 7.0 7.0 0.0 No 29.0 Travel_Frequently Sales 24.0 3.0 Male 1.0 Sales Representative 1.0 Single 1091.0 No 17.0 3.0 0.0 1.0 1.0 0.0 Yes 39.0 Non-Travel Sales 21.0 4.0 Female 2.0 Sales Executive 3.0 Married 5736.0 No 19.0 3.0 1.0 10.0 3.0 1.0 No 27.0 Travel_Rarely Research & Development 2.0 4.0 Male 1.0 Research Scientist 2.0 Married 2226.0 No 11.0 3.0 1.0 6.0 5.0 1.0 No 34.0 Travel_Frequently Research & Development 22.0 4.0 Male 2.0 Research Scientist 4.0 Married 5747.0 Yes 15.0 3.0 0.0 16.0 15.0 6.0 No 28.0 Travel_Rarely Sales 13.0 2.0 Female 2.0 Sales Executive 3.0 Single 9854.0 Yes 11.0 3.0 0.0 6.0 2.0 2.0 Yes 47.0 Non-Travel Research & Development 14.0 4.0 Male 2.0 Research Scientist 2.0 Married 5467.0 No 18.0 3.0 1.0 16.0 8.0 1.0 No 56.0 Travel_Rarely Sales 11.0 5.0 Female 2.0 Sales Executive 1.0 Married 5380.0 No 16.0 3.0 1.0 6.0 0.0 0.0 No 39.0 Travel_Rarely Research & Development 9.0 2.0 Male 2.0 Manufacturing Director 1.0 Married 5151.0 No 25.0 4.0 1.0 10.0 10.0 7.0 No 38.0 Travel_Frequently Research & Development 8.0 3.0 Female 2.0 Research Scientist 2.0 Divorced 2133.0 Yes 16.0 3.0 1.0 20.0 20.0 0.0 No 58.0 Travel_Rarely Sales 21.0 3.0 Female 4.0 Manager 4.0 Married 17875.0 Yes 13.0 3.0 1.0 29.0 1.0 0.0 No 32.0 Travel_Frequently Research & Development 5.0 2.0 Female 1.0 Research Scientist 3.0 Single 2432.0 Yes 14.0 3.0 0.0 8.0 4.0 0.0 Yes 38.0 Travel_Rarely Research & Development 9.0 2.0 Male 1.0 Research Scientist 4.0 Divorced 4771.0 No 19.0 3.0 2.0 10.0 5.0 0.0 No 49.0 Travel_Frequently Research & Development 2.0 1.0 Male 5.0 Research Director 4.0 Married 19161.0 No 15.0 3.0 0.0 28.0 5.0 4.0 No 42.0 Travel_Rarely Sales 12.0 4.0 Male 2.0 Sales Executive 4.0 Divorced 5087.0 Yes 12.0 3.0 2.0 14.0 0.0 0.0 No 27.0 Travel_Frequently Human Resources 22.0 3.0 Female 1.0 Human Resources 2.0 Married 2863.0 No 12.0 3.0 0.0 1.0 1.0 0.0 Yes 35.0 Travel_Rarely Sales 18.0 4.0 Male 2.0 Sales Executive 1.0 Married 5561.0 No 16.0 3.0 1.0 6.0 5.0 0.0 No 28.0 Non-Travel Research & Development 16.0 3.0 Male 1.0 Research Scientist 3.0 Single 2144.0 No 14.0 3.0 0.0 5.0 5.0 1.0 No 31.0 Non-Travel Research & Development 3.0 2.0 Male 1.0 Research Scientist 1.0 Divorced 3065.0 Yes 13.0 3.0 1.0 4.0 4.0 2.0 No 36.0 Non-Travel Research & Development 9.0 4.0 Male 1.0 Laboratory Technician 2.0 Married 2810.0 No 22.0 4.0 0.0 5.0 5.0 0.0 No 34.0 Travel_Rarely Sales 1.0 3.0 Male 3.0 Sales Executive 4.0 Single 9888.0 No 21.0 4.0 0.0 14.0 14.0 2.0 No 34.0 Travel_Rarely Sales 13.0 4.0 Male 3.0 Sales Executive 3.0 Divorced 8628.0 No 18.0 3.0 1.0 9.0 8.0 1.0 No 26.0 Travel_Rarely Research & Development 1.0 3.0 Male 1.0 Laboratory Technician 1.0 Single 2867.0 No 13.0 3.0 0.0 8.0 7.0 7.0 No 29.0 Travel_Rarely Research & Development 1.0 3.0 Male 2.0 Healthcare Representative 1.0 Married 5373.0 No 12.0 3.0 1.0 6.0 5.0 0.0 No 32.0 Non-Travel Research & Development 15.0 4.0 Female 2.0 Healthcare Representative 4.0 Divorced 6667.0 No 18.0 3.0 1.0 9.0 5.0 1.0 No 31.0 Travel_Frequently Research & Development 1.0 3.0 Male 2.0 Research Scientist 1.0 Married 5003.0 No 21.0 4.0 0.0 10.0 10.0 8.0 No 28.0 Travel_Rarely Research & Development 17.0 3.0 Male 1.0 Laboratory Technician 4.0 Divorced 2367.0 No 12.0 3.0 1.0 6.0 4.0 0.0 Yes 38.0 Travel_Rarely Sales 1.0 3.0 Male 1.0 Sales Representative 1.0 Single 2858.0 No 14.0 3.0 0.0 20.0 1.0 0.0 No 35.0 Travel_Rarely Sales 7.0 4.0 Female 2.0 Sales Executive 4.0 Married 5204.0 Yes 11.0 3.0 0.0 10.0 10.0 0.0 No 27.0 Travel_Rarely Sales 9.0 3.0 Male 2.0 Sales Executive 4.0 Single 4105.0 No 14.0 3.0 0.0 7.0 7.0 0.0 No 32.0 Travel_Rarely Research & Development 5.0 4.0 Male 2.0 Manufacturing Director 4.0 Single 9679.0 No 24.0 4.0 0.0 8.0 1.0 0.0 No 31.0 Travel_Frequently Sales 26.0 4.0 Male 2.0 Sales Executive 4.0 Married 5617.0 Yes 11.0 3.0 0.0 10.0 10.0 0.0 Yes 53.0 Travel_Rarely Sales 24.0 4.0 Male 3.0 Sales Executive 1.0 Single 10448.0 Yes 13.0 3.0 0.0 15.0 2.0 2.0 Yes 54.0 Travel_Rarely Research & Development 9.0 2.0 Female 2.0 Research Scientist 3.0 Married 2897.0 No 11.0 3.0 2.0 9.0 4.0 2.0 No 33.0 Travel_Frequently Research & Development 7.0 2.0 Male 2.0 Healthcare Representative 3.0 Divorced 5968.0 No 20.0 4.0 3.0 9.0 9.0 2.0 No 43.0 Travel_Rarely Research & Development 11.0 3.0 Male 3.0 Healthcare Representative 3.0 Married 7510.0 No 17.0 3.0 1.0 10.0 10.0 0.0 No 38.0 Travel_Frequently Human Resources 1.0 4.0 Male 1.0 Human Resources 2.0 Married 2991.0 Yes 11.0 3.0 1.0 7.0 6.0 1.0 No 55.0 Travel_Rarely Human Resources 26.0 4.0 Male 5.0 Manager 2.0 Married 19636.0 Yes 18.0 3.0 1.0 35.0 10.0 1.0 No 31.0 Travel_Rarely Research & Development 2.0 1.0 Female 1.0 Laboratory Technician 4.0 Divorced 1129.0 Yes 11.0 3.0 3.0 1.0 1.0 0.0 No 39.0 Travel_Rarely Sales 15.0 4.0 Male 4.0 Sales Executive 1.0 Single 13341.0 No 12.0 3.0 0.0 21.0 20.0 11.0 No 42.0 Non-Travel Research & Development 23.0 2.0 Male 2.0 Research Scientist 3.0 Single 4332.0 No 12.0 3.0 0.0 20.0 20.0 3.0 No 31.0 Non-Travel Research & Development 10.0 3.0 Female 3.0 Research Director 3.0 Married 11031.0 No 20.0 4.0 1.0 13.0 11.0 4.0 No 54.0 Travel_Rarely Research & Development 10.0 3.0 Female 2.0 Manufacturing Director 1.0 Single 4440.0 Yes 19.0 3.0 0.0 9.0 5.0 1.0 No 24.0 Travel_Rarely Research & Development 1.0 2.0 Male 2.0 Healthcare Representative 3.0 Single 4617.0 No 12.0 3.0 0.0 4.0 4.0 1.0 No 23.0 Travel_Rarely Research & Development 12.0 2.0 Male 1.0 Laboratory Technician 4.0 Single 2647.0 No 13.0 3.0 0.0 5.0 5.0 1.0 No 40.0 Travel_Frequently Research & Development 11.0 3.0 Female 2.0 Laboratory Technician 3.0 Married 6323.0 No 11.0 3.0 1.0 10.0 10.0 9.0 No 40.0 Travel_Rarely Sales 2.0 2.0 Female 2.0 Sales Executive 2.0 Married 5677.0 No 14.0 3.0 1.0 15.0 11.0 5.0 No 25.0 Travel_Rarely Human Resources 2.0 3.0 Female 1.0 Human Resources 2.0 Married 2187.0 No 14.0 3.0 0.0 6.0 2.0 1.0 No 30.0 Travel_Rarely Research & Development 1.0 2.0 Male 1.0 Laboratory Technician 2.0 Married 3748.0 No 13.0 3.0 0.0 12.0 12.0 1.0 No 25.0 Travel_Rarely Research & Development 2.0 1.0 Male 1.0 Laboratory Technician 3.0 Divorced 3977.0 Yes 19.0 3.0 1.0 7.0 2.0 0.0 No 47.0 Travel_Rarely Research & Development 25.0 3.0 Male 3.0 Healthcare Representative 3.0 Single 8633.0 No 23.0 4.0 0.0 25.0 17.0 12.0 No 33.0 Non-Travel Research & Development 1.0 2.0 Male 1.0 Laboratory Technician 3.0 Divorced 2008.0 No 12.0 3.0 3.0 1.0 1.0 0.0 No 38.0 Travel_Rarely Sales 1.0 4.0 Male 2.0 Sales Executive 2.0 Married 4440.0 No 15.0 3.0 2.0 16.0 15.0 5.0 No 31.0 Travel_Rarely Sales 2.0 2.0 Male 1.0 Sales Representative 3.0 Married 3067.0 No 19.0 3.0 1.0 3.0 2.0 1.0 No 38.0 Travel_Frequently Research & Development 6.0 4.0 Male 2.0 Manufacturing Director 3.0 Married 5321.0 No 11.0 3.0 1.0 10.0 8.0 7.0 No 42.0 Travel_Rarely Research & Development 18.0 4.0 Male 2.0 Research Scientist 1.0 Divorced 5410.0 Yes 17.0 3.0 1.0 9.0 4.0 1.0 No 41.0 Travel_Rarely Research & Development 1.0 3.0 Male 1.0 Research Scientist 4.0 Married 2782.0 No 22.0 4.0 1.0 12.0 5.0 1.0 No 47.0 Non-Travel Research & Development 1.0 1.0 Female 3.0 Research Director 2.0 Married 11957.0 No 18.0 3.0 2.0 14.0 13.0 5.0 No 35.0 Travel_Rarely Research & Development 11.0 4.0 Male 1.0 Laboratory Technician 3.0 Married 2660.0 Yes 11.0 3.0 1.0 5.0 2.0 2.0 No 22.0 Travel_Rarely Research & Development 1.0 2.0 Male 1.0 Research Scientist 3.0 Single 3375.0 No 12.0 3.0 0.0 4.0 3.0 1.0 No 35.0 Travel_Rarely Research & Development 9.0 4.0 Male 2.0 Research Scientist 3.0 Single 5098.0 No 19.0 3.0 0.0 10.0 10.0 0.0 No 33.0 Travel_Rarely Research & Development 15.0 2.0 Female 2.0 Healthcare Representative 4.0 Married 4878.0 Yes 13.0 3.0 1.0 10.0 9.0 8.0 No 32.0 Travel_Rarely Research & Development 29.0 4.0 Female 1.0 Laboratory Technician 2.0 Single 2837.0 No 13.0 3.0 0.0 6.0 6.0 4.0 No 40.0 Travel_Rarely Research & Development 1.0 4.0 Male 1.0 Laboratory Technician 4.0 Married 2406.0 No 19.0 3.0 2.0 8.0 1.0 0.0 No 32.0 Travel_Rarely Sales 1.0 4.0 Male 1.0 Sales Representative 2.0 Married 2269.0 No 14.0 3.0 1.0 3.0 2.0 2.0 No 39.0 Travel_Rarely Research & Development 24.0 1.0 Male 2.0 Research Scientist 4.0 Single 4108.0 No 13.0 3.0 0.0 18.0 7.0 1.0 No 38.0 Travel_Rarely Research & Development 10.0 3.0 Female 3.0 Research Director 3.0 Married 13206.0 No 12.0 3.0 1.0 20.0 18.0 1.0 No 32.0 Travel_Rarely Sales 1.0 4.0 Female 3.0 Sales Executive 4.0 Married 10422.0 No 19.0 3.0 2.0 14.0 14.0 5.0 No 37.0 Travel_Rarely Research & Development 10.0 3.0 Female 3.0 Research Director 4.0 Married 13744.0 Yes 25.0 4.0 1.0 16.0 16.0 6.0 No 25.0 Travel_Rarely Sales 8.0 2.0 Female 2.0 Sales Executive 3.0 Divorced 4907.0 Yes 22.0 4.0 1.0 6.0 5.0 0.0 No 52.0 Non-Travel Sales 29.0 4.0 Male 1.0 Sales Representative 4.0 Divorced 3482.0 No 15.0 3.0 2.0 16.0 9.0 0.0 No 44.0 Travel_Rarely Research & Development 1.0 3.0 Male 1.0 Research Scientist 4.0 Single 2436.0 Yes 12.0 3.0 0.0 6.0 4.0 1.0 No 21.0 Travel_Rarely Sales 5.0 1.0 Male 1.0 Sales Representative 1.0 Single 2380.0 Yes 11.0 3.0 0.0 2.0 2.0 1.0 No 39.0 Non-Travel Research & Development 9.0 3.0 Male 5.0 Manager 4.0 Single 19431.0 No 13.0 3.0 0.0 21.0 6.0 1.0 No 23.0 Travel_Frequently Sales 9.0 3.0 Male 1.0 Sales Representative 1.0 Married 1790.0 No 19.0 3.0 1.0 1.0 1.0 1.0 Yes 36.0 Travel_Rarely Sales 3.0 3.0 Female 3.0 Sales Executive 4.0 Married 7644.0 No 19.0 3.0 2.0 10.0 9.0 3.0 No 36.0 Travel_Frequently Research & Development 4.0 2.0 Female 2.0 Manufacturing Director 2.0 Divorced 5131.0 No 13.0 3.0 3.0 18.0 4.0 0.0 No 56.0 Non-Travel Research & Development 1.0 4.0 Male 2.0 Healthcare Representative 3.0 Divorced 6306.0 No 21.0 4.0 1.0 13.0 13.0 1.0 No 29.0 Travel_Rarely Research & Development 1.0 4.0 Male 1.0 Research Scientist 4.0 Married 4787.0 Yes 14.0 3.0 3.0 4.0 2.0 2.0 Yes 42.0 Travel_Rarely Research & Development 2.0 3.0 Male 5.0 Manager 3.0 Married 18880.0 No 11.0 3.0 0.0 24.0 22.0 4.0 No 56.0 Travel_Rarely Research & Development 7.0 2.0 Male 1.0 Laboratory Technician 3.0 Married 2339.0 No 11.0 3.0 1.0 14.0 10.0 9.0 Yes 41.0 Travel_Rarely Research & Development 28.0 4.0 Female 4.0 Manufacturing Director 2.0 Married 13570.0 No 23.0 4.0 1.0 21.0 20.0 0.0 No 34.0 Travel_Rarely Sales 28.0 3.0 Female 2.0 Sales Executive 3.0 Married 6712.0 No 21.0 4.0 2.0 8.0 8.0 1.0 No 36.0 Non-Travel Sales 15.0 4.0 Male 2.0 Sales Executive 4.0 Divorced 5406.0 No 24.0 4.0 1.0 15.0 15.0 11.0 No 41.0 Travel_Rarely Sales 3.0 3.0 Male 2.0 Sales Executive 2.0 Divorced 8938.0 No 11.0 3.0 1.0 14.0 5.0 0.0 No 32.0 Travel_Rarely Research & Development 2.0 3.0 Male 1.0 Research Scientist 1.0 Single 2439.0 No 14.0 3.0 0.0 4.0 4.0 1.0 No 35.0 Travel_Rarely Human Resources 26.0 4.0 Female 3.0 Human Resources 4.0 Single 8837.0 Yes 16.0 3.0 0.0 9.0 9.0 1.0 No 38.0 Travel_Rarely Sales 10.0 2.0 Female 2.0 Sales Executive 4.0 Married 5343.0 No 11.0 3.0 1.0 10.0 10.0 1.0 No 50.0 Travel_Frequently Sales 1.0 4.0 Male 2.0 Sales Executive 3.0 Divorced 6728.0 No 12.0 3.0 2.0 12.0 6.0 0.0 Yes 36.0 Travel_Rarely Sales 11.0 4.0 Female 2.0 Sales Executive 4.0 Married 6652.0 No 13.0 3.0 1.0 8.0 6.0 0.0 No 45.0 Travel_Rarely Sales 20.0 3.0 Female 2.0 Sales Executive 3.0 Single 4850.0 No 15.0 3.0 0.0 8.0 5.0 0.0 No 40.0 Travel_Rarely Research & Development 2.0 4.0 Male 1.0 Research Scientist 3.0 Single 2809.0 No 14.0 3.0 0.0 8.0 2.0 2.0 No 35.0 Travel_Frequently Research & Development 18.0 4.0 Male 2.0 Healthcare Representative 3.0 Married 5689.0 Yes 14.0 3.0 2.0 10.0 10.0 0.0 No 40.0 Travel_Rarely Research & Development 2.0 4.0 Female 1.0 Research Scientist 3.0 Married 2001.0 No 14.0 3.0 3.0 20.0 5.0 0.0 No 35.0 Travel_Rarely Research & Development 1.0 4.0 Female 1.0 Research Scientist 4.0 Married 2977.0 No 12.0 3.0 1.0 4.0 4.0 1.0 No 29.0 Travel_Rarely Research & Development 13.0 2.0 Male 2.0 Laboratory Technician 2.0 Married 4025.0 Yes 13.0 3.0 1.0 10.0 4.0 0.0 No 29.0 Travel_Rarely Research & Development 28.0 4.0 Female 1.0 Research Scientist 1.0 Single 3785.0 No 14.0 3.0 0.0 5.0 5.0 0.0 No 50.0 Travel_Rarely Sales 28.0 3.0 Male 3.0 Sales Executive 1.0 Divorced 10854.0 Yes 13.0 3.0 1.0 20.0 3.0 2.0 Yes 39.0 Travel_Rarely Sales 24.0 1.0 Female 4.0 Sales Executive 4.0 Married 12031.0 No 11.0 3.0 1.0 21.0 20.0 9.0 No 31.0 Non-Travel Research & Development 5.0 3.0 Male 2.0 Manufacturing Director 1.0 Single 9936.0 No 19.0 3.0 0.0 10.0 9.0 1.0 No 26.0 Travel_Rarely Sales 5.0 3.0 Female 1.0 Sales Representative 3.0 Single 2966.0 No 18.0 3.0 0.0 5.0 4.0 0.0 No 36.0 Travel_Frequently Research & Development 23.0 2.0 Male 2.0 Laboratory Technician 4.0 Married 2571.0 No 17.0 3.0 1.0 17.0 5.0 0.0 No 39.0 Travel_Rarely Research & Development 6.0 1.0 Male 3.0 Healthcare Representative 1.0 Married 9991.0 No 15.0 3.0 1.0 9.0 7.0 1.0 No 27.0 Travel_Rarely Research & Development 4.0 3.0 Male 2.0 Manufacturing Director 2.0 Married 6142.0 Yes 20.0 4.0 1.0 6.0 6.0 0.0 No 49.0 Travel_Frequently Sales 2.0 3.0 Male 2.0 Sales Executive 2.0 Married 5390.0 No 14.0 3.0 0.0 17.0 9.0 0.0 No 34.0 Travel_Rarely Research & Development 8.0 3.0 Male 2.0 Laboratory Technician 3.0 Married 4404.0 No 12.0 3.0 0.0 6.0 4.0 1.0 No