Age,MonthlyIncome,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager 41,5993,Yes,Travel_Rarely,1102,Sales,1,2,Life Sciences,1,1,2,Female,94,3,2,Sales Executive,4,Single,19479,8,Y,Yes,11,3,1,80,0,8,0,1,6,4,0,5 49,,No,Travel_Frequently,279,Research & Development,8,1,Life Sciences,1,2,3,Male,61,2,2,Research Scientist,2,Married,24907,1,Y,No,23,4,4,80,1,10,3,3,10,7,1,7 37,2090,Yes,Travel_Rarely,1373,Research & Development,2,2,Other,1,4,4,Male,92,2,1,Laboratory Technician,3,Single,2396,6,Y,Yes,15,3,2,80,0,7,3,3,0,0,0,0 33,2909,No,Travel_Frequently,1392,Research & Development,3,4,Life Sciences,1,5,4,Female,56,3,1,Research Scientist,3,Married,23159,1,Y,Yes,11,3,3,80,0,8,3,3,8,7,3,0 27,3468,No,Travel_Rarely,591,Research & Development,2,1,Medical,1,7,1,Male,40,3,1,Laboratory Technician,2,Married,16632,9,Y,No,12,3,4,80,1,6,3,3,2,2,2,2 32,3068,No,Travel_Frequently,1005,Research & Development,2,2,Life Sciences,1,8,4,Male,79,3,1,Laboratory Technician,4,Single,11864,0,Y,No,13,3,3,80,0,8,2,2,7,7,3,6 59,,No,Travel_Rarely,1324,Research & Development,3,3,,1,,3,,81,4,1,,1,Married,9964,4,Y,Yes,,,1,80,3,12,3,2,1,0,0,0 30,2693,No,Travel_Rarely,1358,,24,1,Life Sciences,1,11,4,Male,67,3,1,Laboratory Technician,3,Divorced,13335,1,Y,No,22,4,2,80,1,1,2,3,1,0,0,0 38,9526,No,Travel_Frequently,216,Research & Development,23,3,Life Sciences,1,12,4,Male,44,2,3,Manufacturing Director,3,Single,8787,0,Y,No,21,4,2,80,0,10,2,3,9,7,1,8 36,5237,No,Travel_Rarely,1299,Research & Development,27,3,Medical,1,13,3,Male,94,3,2,Healthcare Representative,3,Married,16577,6,Y,No,13,3,2,80,2,17,3,2,7,7,7,7 35,2426,No,Travel_Rarely,809,Research & Development,16,3,Medical,1,14,1,Male,84,4,1,Laboratory Technician,2,Married,16479,0,Y,No,13,3,3,80,1,6,5,3,5,4,0,3 29,4193,No,Travel_Rarely,153,Research & Development,15,2,Life Sciences,1,15,4,Female,49,2,2,Laboratory Technician,3,Single,12682,0,Y,Yes,12,3,4,80,0,10,3,3,9,5,0,8 31,2911,No,Travel_Rarely,670,Research & Development,26,1,Life Sciences,1,16,1,Male,31,3,1,Research Scientist,3,Divorced,15170,1,Y,No,17,3,4,80,1,5,1,2,5,2,4,3 34,2661,No,Travel_Rarely,1346,Research & Development,19,2,Medical,1,18,2,Male,93,3,1,Laboratory Technician,4,Divorced,8758,0,Y,No,11,3,3,80,1,3,2,3,2,2,1,2 28,2028,Yes,Travel_Rarely,103,Research & Development,24,3,Life Sciences,1,19,3,Male,50,2,1,Laboratory Technician,3,Single,12947,5,Y,Yes,14,3,2,80,0,6,4,3,4,2,0,3 29,9980,No,Travel_Rarely,1389,Research & Development,21,4,Life Sciences,1,20,2,Female,51,4,3,Manufacturing Director,1,Divorced,10195,1,Y,No,11,3,3,80,1,10,1,3,10,9,8,8 32,3298,No,Travel_Rarely,334,Research & Development,5,2,Life Sciences,1,21,1,Male,80,4,1,Research Scientist,2,Divorced,15053,0,Y,Yes,12,3,4,80,2,7,5,2,6,2,0,5 22,2935,No,Non-Travel,1123,Research & Development,16,2,Medical,1,22,4,Male,96,4,1,Laboratory Technician,4,,7324,1,Y,Yes,13,3,2,80,2,1,2,2,1,0,0,0 53,15427,No,Travel_Rarely,1219,Sales,2,4,Life Sciences,1,23,1,Female,78,2,4,Manager,4,Married,22021,2,Y,No,16,3,3,80,0,31,3,3,25,8,3,7 38,3944,No,Travel_Rarely,371,Research & Development,2,3,Life Sciences,1,24,4,Male,45,3,1,Research Scientist,4,Single,4306,5,Y,Yes,11,3,3,80,0,6,3,3,3,2,1,2 24,4011,No,Non-Travel,673,Research & Development,11,2,Other,1,26,1,Female,96,4,2,Manufacturing Director,3,Divorced,8232,0,Y,No,18,3,4,80,1,5,5,2,4,2,1,3 36,3407,Yes,Travel_Rarely,1218,Sales,9,4,Life Sciences,1,27,3,Male,82,2,1,Sales Representative,1,Single,6986,7,Y,No,23,4,2,80,0,10,4,3,5,3,0,3 34,11994,No,Travel_Rarely,419,Research & Development,7,4,Life Sciences,1,28,1,Female,53,3,3,Research Director,2,Single,21293,0,Y,No,11,3,3,80,0,13,4,3,12,6,2,11 21,1232,No,Travel_Rarely,391,Research & Development,15,2,Life Sciences,1,30,3,Male,96,3,1,Research Scientist,4,Single,,1,Y,No,14,3,4,80,0,0,6,3,0,0,0,0 34,2960,Yes,Travel_Rarely,699,Research & Development,6,1,Medical,1,31,2,Male,83,3,1,Research Scientist,1,Single,17102,2,Y,No,11,3,3,80,0,8,2,3,4,2,1,3 53,19094,No,Travel_Rarely,1282,Research & Development,5,3,Other,1,32,3,Female,58,3,5,Manager,3,Divorced,10735,4,Y,No,11,3,4,80,1,26,3,2,14,13,4,8 32,3919,Yes,Travel_Frequently,1125,Research & Development,16,1,Life Sciences,1,33,2,Female,72,1,1,Research Scientist,1,Single,4681,1,Y,Yes,22,4,2,80,0,10,5,3,10,2,6,7 42,6825,No,Travel_Rarely,691,Sales,8,4,Marketing,1,35,3,Male,48,3,2,Sales Executive,2,Married,21173,0,Y,No,11,3,4,80,1,10,2,3,9,7,4,2 44,10248,No,Travel_Rarely,477,Research & Development,7,4,Medical,1,36,1,Female,42,2,3,Healthcare Representative,4,Married,2094,3,Y,No,14,3,4,80,1,24,4,3,22,6,5,17 46,18947,No,Travel_Rarely,705,Sales,2,4,Marketing,1,38,2,Female,83,3,5,Manager,1,Single,22822,3,Y,No,12,3,4,80,0,22,2,2,2,2,2,1 33,2496,No,Travel_Rarely,924,Research & Development,2,3,Medical,1,39,3,Male,78,3,1,Laboratory Technician,4,Single,6670,4,Y,No,11,3,4,80,0,7,3,3,1,1,0,0 44,6465,No,Travel_Rarely,1459,Research & Development,10,4,Other,1,40,4,Male,41,3,2,Healthcare Representative,4,Married,19121,2,Y,Yes,13,3,4,80,0,9,5,4,4,2,1,3 30,2206,No,Travel_Rarely,125,Research & Development,9,2,Medical,1,41,4,Male,83,2,1,Laboratory Technician,3,Single,16117,1,Y,No,13,3,1,80,0,10,5,3,10,0,1,8 39,2086,Yes,Travel_Rarely,895,Sales,5,3,Technical Degree,1,42,4,Male,56,3,2,Sales Representative,4,Married,3335,3,Y,No,14,3,3,80,1,19,6,4,1,0,0,0 24,2293,Yes,Travel_Rarely,813,Research & Development,1,3,Medical,1,45,2,Male,61,3,1,Research Scientist,4,Married,3020,2,Y,Yes,16,3,1,80,1,6,2,2,2,0,2,0 43,2645,No,Travel_Rarely,1273,Research & Development,2,2,Medical,1,46,4,Female,72,4,1,Research Scientist,3,Divorced,21923,1,Y,No,12,3,4,80,2,6,3,2,5,3,1,4 50,2683,Yes,Travel_Rarely,869,Sales,3,2,Marketing,1,47,1,Male,86,2,1,Sales Representative,3,Married,3810,1,Y,Yes,14,3,3,80,0,3,2,3,3,2,0,2 35,2014,No,Travel_Rarely,890,Sales,2,3,Marketing,1,49,4,Female,97,3,1,Sales Representative,4,Married,9687,1,Y,No,13,3,1,80,0,2,3,3,2,2,2,2 36,3419,No,Travel_Rarely,852,Research & Development,5,4,Life Sciences,1,51,2,Female,82,2,1,Research Scientist,1,Married,13072,9,Y,Yes,14,3,4,80,1,6,3,4,1,1,0,0 33,5376,No,Travel_Frequently,1141,Sales,1,3,Life Sciences,1,52,3,Female,42,4,2,Sales Executive,1,Married,3193,2,Y,No,19,3,1,80,2,10,3,3,5,3,1,3 35,1951,No,Travel_Rarely,464,Research & Development,4,2,Other,1,53,3,Male,75,3,1,Laboratory Technician,4,Divorced,10910,1,Y,No,12,3,3,80,1,1,3,3,1,0,0,0 27,2341,No,Travel_Rarely,1240,Research & Development,2,4,Life Sciences,1,54,4,Female,33,3,1,Laboratory Technician,1,Divorced,19715,1,Y,No,13,3,4,80,1,1,6,3,1,0,0,0 26,2293,Yes,Travel_Rarely,1357,Research & Development,25,3,Life Sciences,1,55,1,Male,48,1,1,Laboratory Technician,3,Single,10558,1,Y,No,12,3,3,80,0,1,2,2,1,0,0,1 27,8726,No,Travel_Frequently,994,Sales,8,3,Life Sciences,1,56,4,Male,37,3,3,Sales Executive,3,Single,2975,1,Y,No,15,3,4,80,0,9,0,3,9,8,1,7 30,4011,No,Travel_Frequently,721,Research & Development,1,2,Medical,1,57,3,Female,58,3,2,Laboratory Technician,4,Single,10781,1,Y,No,23,4,4,80,0,12,2,3,12,8,3,7 41,19545,Yes,Travel_Rarely,1360,Research & Development,12,3,Technical Degree,1,58,2,Female,49,3,5,Research Director,3,Married,16280,1,Y,No,12,3,4,80,0,23,0,3,22,15,15,8 34,4568,No,Non-Travel,1065,Sales,23,4,Marketing,1,60,2,Male,72,3,2,Sales Executive,3,Single,10034,0,Y,No,20,4,3,80,0,10,2,3,9,5,8,7 37,3022,No,Travel_Rarely,408,Research & Development,19,2,Life Sciences,1,61,2,Male,73,3,1,Research Scientist,2,Married,10227,4,Y,No,21,4,1,80,0,8,1,3,1,0,0,0 46,5772,No,Travel_Frequently,1211,Sales,5,4,Marketing,1,62,1,Male,98,3,2,Sales Executive,4,Single,20445,4,Y,Yes,21,4,3,80,0,14,4,3,9,6,0,8 35,2269,No,Travel_Rarely,1229,Research & Development,8,1,Life Sciences,1,63,4,Male,36,4,1,Laboratory Technician,4,Married,4892,1,Y,No,19,3,4,80,0,1,2,3,1,0,0,1 48,5381,Yes,Travel_Rarely,626,Research & Development,1,2,Life Sciences,1,64,1,Male,98,2,3,Laboratory Technician,3,Single,19294,9,Y,Yes,13,3,4,80,0,23,2,3,1,0,0,0 28,3441,Yes,Travel_Rarely,1434,Research & Development,5,4,Technical Degree,1,65,3,Male,50,3,1,Laboratory Technician,3,Single,11179,1,Y,Yes,13,3,3,80,0,2,3,2,2,2,2,2 44,5454,No,Travel_Rarely,1488,Sales,1,5,Marketing,1,68,2,Female,75,3,2,Sales Executive,1,Divorced,4009,5,Y,Yes,21,4,3,80,1,9,2,2,4,3,1,3 35,9884,No,Non-Travel,1097,Research & Development,11,2,Medical,1,70,3,Male,79,2,3,Healthcare Representative,1,Married,8302,2,Y,Yes,13,3,3,80,1,10,3,3,4,0,2,3 26,4157,No,Travel_Rarely,1443,Sales,23,3,Marketing,1,72,3,Female,47,2,2,Sales Executive,4,Married,21436,7,Y,Yes,19,3,3,80,1,5,2,2,2,2,0,0 33,13458,No,Travel_Frequently,515,Research & Development,1,2,Life Sciences,1,73,1,Female,98,3,3,Research Director,4,Single,15146,1,Y,Yes,12,3,3,80,0,15,1,3,15,14,8,12 35,9069,No,Travel_Frequently,853,Sales,18,5,Life Sciences,1,74,2,Male,71,3,3,Sales Executive,1,Married,11031,1,Y,No,22,4,4,80,1,9,3,2,9,8,1,8 35,4014,No,Travel_Rarely,1142,Research & Development,23,4,Medical,1,75,3,Female,30,3,1,Laboratory Technician,1,Married,16002,3,Y,Yes,15,3,3,80,1,4,3,3,2,2,2,2 31,5915,No,Travel_Rarely,655,Research & Development,7,4,Life Sciences,1,76,4,Male,48,3,2,Laboratory Technician,4,Divorced,9528,3,Y,No,22,4,4,80,1,10,3,2,7,7,1,7 37,5993,No,Travel_Rarely,1115,Research & Development,1,4,Life Sciences,1,77,1,Male,51,2,2,Manufacturing Director,3,Divorced,2689,1,Y,No,18,3,3,80,1,7,2,4,7,5,0,7 32,6162,No,Travel_Rarely,427,Research & Development,1,3,Medical,1,78,1,Male,33,3,2,Manufacturing Director,4,Married,10877,1,Y,Yes,22,4,2,80,1,9,3,3,9,8,7,8 38,2406,No,Travel_Frequently,653,Research & Development,29,5,Life Sciences,1,79,4,Female,50,3,2,Laboratory Technician,4,Single,5456,1,Y,No,11,3,4,80,0,10,2,3,10,3,9,9 50,18740,No,Travel_Rarely,989,Research & Development,7,2,Medical,1,80,2,Female,43,2,5,Research Director,3,Divorced,16701,5,Y,Yes,12,3,4,80,1,29,2,2,27,3,13,8 59,7637,No,Travel_Rarely,1435,Sales,25,3,Life Sciences,1,81,1,Female,99,3,3,Sales Executive,1,Single,2354,7,Y,No,11,3,4,80,0,28,3,2,21,16,7,9 36,10096,No,Travel_Rarely,1223,Research & Development,8,3,Technical Degree,1,83,3,Female,59,3,3,Healthcare Representative,3,Divorced,8202,1,Y,No,13,3,2,80,3,17,2,3,17,14,12,8 55,14756,No,Travel_Rarely,836,Research & Development,8,3,Medical,1,84,4,Female,33,3,4,Manager,3,Divorced,19730,2,Y,Yes,14,3,3,80,3,21,2,3,5,0,0,2 36,6499,No,Travel_Frequently,1195,Research & Development,11,3,Life Sciences,1,85,2,Male,95,2,2,Manufacturing Director,2,Single,22656,1,Y,No,13,3,3,80,0,6,3,3,6,5,0,3 45,9724,No,Travel_Rarely,1339,Research & Development,7,3,Life Sciences,1,86,2,Male,59,3,3,Research Scientist,1,Divorced,18787,2,Y,No,17,3,3,80,1,25,2,3,1,0,0,0 35,2194,No,Travel_Frequently,664,Research & Development,1,3,Medical,1,88,2,Male,79,3,1,Research Scientist,1,Married,5868,4,Y,No,13,3,4,80,1,5,2,2,3,2,1,2 36,3388,Yes,Travel_Rarely,318,Research & Development,9,3,Medical,1,90,4,Male,79,2,1,Research Scientist,3,Married,21777,0,Y,Yes,17,3,1,80,1,2,0,2,1,0,0,0 59,5473,No,Travel_Frequently,1225,Sales,1,1,Life Sciences,1,91,1,Female,57,2,2,Sales Executive,3,Single,24668,7,Y,No,11,3,4,80,0,20,2,2,4,3,1,3 29,2703,No,Travel_Rarely,1328,Research & Development,2,3,Life Sciences,1,94,3,Male,76,3,1,Research Scientist,2,Married,4956,0,Y,No,23,4,4,80,1,6,3,3,5,4,0,4 31,2501,No,Travel_Rarely,1082,Research & Development,1,4,Medical,1,95,3,Male,87,3,1,Research Scientist,2,Single,18775,1,Y,No,17,3,2,80,0,1,4,3,1,1,1,0 32,6220,No,Travel_Rarely,548,Research & Development,1,3,Life Sciences,1,96,2,Male,66,3,2,Research Scientist,2,Married,7346,1,Y,No,17,3,2,80,2,10,3,3,10,4,0,9 36,3038,No,Travel_Rarely,132,Research & Development,6,3,Life Sciences,1,97,2,Female,55,4,1,Laboratory Technician,4,Married,22002,3,Y,No,12,3,2,80,0,5,3,3,1,0,0,0 31,4424,No,Travel_Rarely,746,Research & Development,8,4,Life Sciences,1,98,3,Female,61,3,2,Manufacturing Director,4,Single,20682,1,Y,No,23,4,4,80,0,11,2,3,11,7,1,8 35,4312,No,Travel_Rarely,776,Sales,1,4,Marketing,1,100,3,Male,32,2,2,Sales Executive,1,Single,23016,0,Y,No,14,3,2,80,0,16,2,3,15,13,2,8 45,13245,No,Travel_Rarely,193,Research & Development,6,4,Other,1,101,4,Male,52,3,3,Research Director,1,Married,15067,4,Y,Yes,14,3,2,80,0,17,3,4,0,0,0,0 37,13664,No,Travel_Rarely,397,Research & Development,7,4,Medical,1,102,1,Male,30,3,3,Research Director,3,Single,25258,4,Y,No,13,3,1,80,0,16,3,4,5,2,0,2 46,5021,No,Travel_Rarely,945,Human Resources,5,2,Medical,1,103,2,Male,80,3,2,Human Resources,2,Divorced,10425,8,Y,Yes,22,4,4,80,1,16,2,3,4,2,0,2 30,5126,No,Travel_Rarely,852,Research & Development,1,1,Life Sciences,1,104,4,Male,55,2,2,Laboratory Technician,4,Married,15998,1,Y,Yes,12,3,3,80,2,10,1,2,10,8,3,0 35,2859,No,Travel_Rarely,1214,Research & Development,1,3,Medical,1,105,2,Male,30,2,1,Research Scientist,3,Single,26278,1,Y,No,18,3,1,80,0,6,3,3,6,4,0,4 55,10239,No,Travel_Rarely,111,Sales,1,2,Life Sciences,1,106,1,Male,70,3,3,Sales Executive,4,Married,18092,3,Y,No,14,3,4,80,1,24,4,3,1,0,1,0 38,5329,No,Non-Travel,573,Research & Development,6,3,Medical,1,107,2,Female,79,1,2,Research Scientist,4,Divorced,15717,7,Y,Yes,12,3,4,80,3,17,3,3,13,11,1,9 34,4325,No,Travel_Rarely,1153,Research & Development,1,2,Medical,1,110,1,Male,94,3,2,Manufacturing Director,2,Married,17736,1,Y,No,15,3,3,80,0,5,2,3,5,2,1,3 56,7260,No,Travel_Rarely,1400,Research & Development,7,3,Life Sciences,1,112,4,Male,49,1,3,Manufacturing Director,4,Single,21698,4,Y,No,11,3,1,80,0,37,3,2,6,4,0,2 23,2322,No,Travel_Rarely,541,Sales,2,1,Technical Degree,1,113,3,Male,62,3,1,Sales Representative,1,Divorced,9518,3,Y,No,13,3,3,80,1,3,3,3,0,0,0,0 51,2075,No,Travel_Rarely,432,Research & Development,9,4,Life Sciences,1,116,4,Male,96,3,1,Laboratory Technician,4,Married,18725,3,Y,No,23,4,2,80,2,10,4,3,4,2,0,3 30,4152,No,Travel_Rarely,288,Research & Development,2,3,Life Sciences,1,117,3,Male,99,2,2,Healthcare Representative,4,Married,15830,1,Y,No,19,3,1,80,3,11,3,3,11,10,10,8 46,9619,Yes,Travel_Rarely,669,Sales,9,2,Medical,1,118,3,Male,64,2,3,Sales Executive,4,Single,13596,1,Y,No,16,3,4,80,0,9,3,3,9,8,4,7 40,13503,No,Travel_Frequently,530,Research & Development,1,4,Life Sciences,1,119,3,Male,78,2,4,Healthcare Representative,2,Married,14115,1,Y,No,22,4,4,80,1,22,3,2,22,3,11,11 51,5441,No,Travel_Rarely,632,Sales,21,4,Marketing,1,120,3,Male,71,3,2,Sales Executive,4,Single,8423,0,Y,Yes,22,4,4,80,0,11,2,1,10,7,1,0 30,5209,No,Travel_Rarely,1334,Sales,4,2,Medical,1,121,3,Female,63,2,2,Sales Executive,2,Divorced,19760,1,Y,Yes,12,3,2,80,3,11,4,2,11,8,2,7 46,10673,No,Travel_Frequently,638,Research & Development,1,3,Medical,1,124,3,Male,40,2,3,Healthcare Representative,1,Married,3142,2,Y,Yes,13,3,3,80,1,21,5,2,10,9,9,5 32,5010,No,Travel_Rarely,1093,Sales,6,4,Medical,1,125,2,Male,87,3,2,Sales Executive,3,Single,24301,1,Y,No,16,3,1,80,0,12,0,3,11,8,5,7 54,13549,No,Travel_Rarely,1217,Research & Development,2,4,Technical Degree,1,126,1,Female,60,3,3,Research Director,3,Married,24001,9,Y,No,12,3,1,80,1,16,5,1,4,3,0,3 24,4999,No,Travel_Rarely,1353,Sales,3,2,Other,1,128,1,Female,33,3,2,Sales Executive,3,Married,17519,0,Y,No,21,4,1,80,1,4,2,2,3,2,0,2 28,4221,No,Non-Travel,120,Sales,4,3,Medical,1,129,2,Male,43,3,2,Sales Executive,3,Married,8863,1,Y,No,15,3,2,80,0,5,3,4,5,4,0,4 58,13872,No,Travel_Rarely,682,Sales,10,4,Medical,1,131,4,Male,37,3,4,Sales Executive,3,Single,24409,0,Y,No,13,3,3,80,0,38,1,2,37,10,1,8 44,2042,No,Non-Travel,489,Research & Development,23,3,Medical,1,132,2,Male,67,3,2,Laboratory Technician,2,Married,25043,4,Y,No,12,3,3,80,1,17,3,4,3,2,1,2 37,2073,Yes,Travel_Rarely,807,Human Resources,6,4,Human Resources,1,133,3,Male,63,3,1,Human Resources,1,Divorced,23648,4,Y,Yes,22,4,4,80,0,7,3,3,3,2,0,2 32,2956,No,Travel_Rarely,827,Research & Development,1,1,Life Sciences,1,134,4,Male,71,3,1,Research Scientist,1,Single,15178,1,Y,No,13,3,4,80,0,1,2,3,1,0,0,0 20,2926,Yes,Travel_Frequently,871,Research & Development,6,3,Life Sciences,1,137,4,Female,66,2,1,Laboratory Technician,4,Single,19783,1,Y,Yes,18,3,2,80,0,1,5,3,1,0,1,0 34,4809,No,Travel_Rarely,665,Research & Development,6,4,Other,1,138,1,Female,41,3,2,Research Scientist,3,Single,,1,Y,No,14,3,3,80,0,16,3,3,16,13,2,10 37,5163,No,Non-Travel,1040,Research & Development,2,2,Life Sciences,1,139,3,Male,100,2,2,Healthcare Representative,4,Divorced,15850,5,Y,No,14,3,4,80,1,17,2,4,1,0,0,0 59,18844,No,Non-Travel,1420,Human Resources,2,4,Human Resources,1,140,3,Female,32,2,5,Manager,4,Married,21922,9,Y,No,21,4,4,80,1,30,3,3,3,2,2,2 50,18172,No,Travel_Frequently,1115,Research & Development,1,3,Life Sciences,1,141,1,Female,73,3,5,Research Director,2,Married,9755,3,Y,Yes,19,3,1,80,0,28,1,2,8,3,0,7 25,5744,Yes,Travel_Rarely,240,Sales,5,3,Marketing,1,142,3,Male,46,2,2,Sales Executive,3,Single,26959,1,Y,Yes,11,3,4,80,0,6,1,3,6,4,0,3 25,2889,No,Travel_Rarely,1280,Research & Development,7,1,Medical,1,143,4,Male,64,2,1,Research Scientist,4,Married,26897,1,Y,No,11,3,3,80,2,2,2,3,2,2,2,1 22,2871,No,Travel_Rarely,534,Research & Development,15,3,Medical,1,144,2,Female,59,3,1,Laboratory Technician,4,Single,23785,1,Y,No,15,3,3,80,0,1,5,3,0,0,0,0 51,7484,No,Travel_Frequently,1456,Research & Development,1,4,Medical,1,145,1,Female,30,2,3,Healthcare Representative,1,Single,25796,3,Y,No,20,4,3,80,0,23,1,2,13,12,12,8 34,6074,Yes,Travel_Frequently,658,Research & Development,7,3,Life Sciences,1,147,1,Male,66,1,2,Laboratory Technician,3,Single,22887,1,Y,Yes,24,4,4,80,0,9,3,3,9,7,0,6 54,17328,No,Non-Travel,142,Human Resources,26,3,Human Resources,1,148,4,Female,30,4,4,Manager,4,Single,13871,2,Y,Yes,12,3,3,80,0,23,3,3,5,3,4,4 24,2774,No,Travel_Rarely,1127,Research & Development,18,1,Life Sciences,1,150,2,Male,52,3,1,Laboratory Technician,3,Married,13257,0,Y,No,12,3,3,80,1,6,2,3,5,3,1,2 34,4505,No,Travel_Rarely,1031,Research & Development,6,4,Life Sciences,1,151,3,Female,45,2,2,Research Scientist,2,Divorced,15000,6,Y,No,15,3,3,80,1,12,3,3,1,0,0,0 37,7428,No,Travel_Rarely,1189,Sales,3,3,Life Sciences,1,152,3,Male,87,3,3,Sales Executive,4,Single,14506,2,Y,No,12,3,1,80,0,12,3,3,5,3,1,3 34,11631,No,Travel_Rarely,1354,Research & Development,5,3,Medical,1,153,3,Female,45,2,3,Manager,1,Single,5615,2,Y,No,12,3,4,80,0,14,6,3,11,10,5,8 36,9738,No,Travel_Frequently,1467,Sales,11,2,Technical Degree,1,154,2,Female,92,3,3,Sales Executive,4,Married,22952,0,Y,No,14,3,3,80,1,10,6,3,9,7,2,8 36,2835,No,Travel_Rarely,922,Research & Development,3,2,Life Sciences,1,155,1,Female,39,3,1,Laboratory Technician,4,Divorced,2561,5,Y,No,22,4,1,80,1,7,2,3,1,0,0,0 43,16959,No,Travel_Frequently,394,Sales,26,2,Life Sciences,1,158,3,Male,92,3,4,Manager,4,Married,19494,1,Y,Yes,12,3,4,80,2,25,3,4,25,12,4,12 30,2613,No,Travel_Frequently,1312,Research & Development,23,3,Life Sciences,1,159,1,Male,96,1,1,Research Scientist,3,Divorced,22310,1,Y,No,25,4,3,80,3,10,2,2,10,7,0,9 33,6146,No,Non-Travel,750,Sales,22,2,Marketing,1,160,3,Male,95,3,2,Sales Executive,2,Married,15480,0,Y,No,13,3,1,80,1,8,2,4,7,7,0,7 56,4963,Yes,Travel_Rarely,441,Research & Development,14,4,Life Sciences,1,161,2,Female,72,3,1,Research Scientist,2,Married,4510,9,Y,Yes,18,3,1,80,3,7,2,3,5,4,4,3 51,19537,No,Travel_Rarely,684,Research & Development,6,3,Life Sciences,1,162,1,Male,51,3,5,Research Director,3,Single,6462,7,Y,No,13,3,3,80,0,23,5,3,20,18,15,15 31,6172,Yes,Travel_Rarely,249,Sales,6,4,Life Sciences,1,163,2,Male,76,1,2,Sales Executive,3,Married,20739,4,Y,Yes,18,3,2,80,0,12,3,2,7,7,7,7 26,2368,No,Travel_Rarely,841,Research & Development,6,3,Other,1,164,3,Female,46,2,1,Research Scientist,2,Married,23300,1,Y,No,19,3,3,80,0,5,3,2,5,4,4,3 58,10312,Yes,Travel_Rarely,147,Research & Development,23,4,Medical,1,165,4,Female,94,3,3,Healthcare Representative,4,Married,3465,1,Y,No,12,3,4,80,1,40,3,2,40,10,15,6 19,1675,Yes,Travel_Rarely,528,Sales,22,1,Marketing,1,167,4,Male,50,3,1,Sales Representative,3,Single,26820,1,Y,Yes,19,3,4,80,0,0,2,2,0,0,0,0 22,2523,No,Travel_Rarely,594,Research & Development,2,1,Technical Degree,1,169,3,Male,100,3,1,Laboratory Technician,4,Married,19299,0,Y,No,14,3,3,80,1,3,2,3,2,1,2,1 49,6567,No,Travel_Rarely,470,Research & Development,20,4,Medical,1,170,3,Female,96,3,2,Manufacturing Director,1,Married,5549,1,Y,No,14,3,3,80,0,16,2,2,15,11,5,11 43,4739,No,Travel_Frequently,957,Research & Development,28,3,Medical,1,171,2,Female,72,4,1,Research Scientist,3,Single,16090,4,Y,No,12,3,4,80,0,18,2,3,3,2,1,2 50,9208,No,Travel_Frequently,809,Sales,12,3,Marketing,1,174,3,Female,77,3,3,Sales Executive,4,Single,6645,4,Y,No,11,3,4,80,0,16,3,3,2,2,2,1 31,4559,Yes,Travel_Rarely,542,Sales,20,3,Life Sciences,1,175,2,Female,71,1,2,Sales Executive,3,Married,24788,3,Y,Yes,11,3,3,80,1,4,2,3,2,2,2,2 41,8189,No,Travel_Rarely,802,Sales,9,1,Life Sciences,1,176,3,Male,96,3,3,Sales Executive,3,Divorced,21196,3,Y,Yes,13,3,3,80,1,12,2,3,9,7,0,7 26,2942,No,Travel_Rarely,1355,Human Resources,25,1,Life Sciences,1,177,3,Female,61,3,1,Human Resources,3,Married,8916,1,Y,No,23,4,4,80,1,8,3,3,8,7,5,7 36,4941,No,Travel_Rarely,216,Research & Development,6,2,Medical,1,178,2,Male,84,3,2,Manufacturing Director,2,Divorced,2819,6,Y,No,20,4,4,80,2,7,0,3,3,2,0,1 51,10650,Yes,Travel_Frequently,1150,Research & Development,8,4,Life Sciences,1,179,1,Male,53,1,3,Manufacturing Director,4,Single,25150,2,Y,No,15,3,4,80,0,18,2,3,4,2,0,3 39,5902,No,Travel_Rarely,1329,Sales,4,4,Life Sciences,1,182,4,Female,47,2,2,Sales Executive,3,Married,14590,4,Y,No,14,3,3,80,1,17,1,4,15,11,5,9 25,8639,No,Travel_Rarely,959,Sales,28,3,Life Sciences,1,183,1,Male,41,2,2,Sales Executive,3,Married,24835,2,Y,No,18,3,4,80,0,6,3,3,2,2,2,2 30,6347,No,Travel_Rarely,1240,Human Resources,9,3,Human Resources,1,184,3,Male,48,3,2,Human Resources,4,Married,13982,0,Y,Yes,19,3,4,80,0,12,2,1,11,9,4,7 32,4200,Yes,Travel_Rarely,1033,Research & Development,9,3,Medical,1,190,1,Female,41,3,1,Laboratory Technician,1,Single,10224,7,Y,No,22,4,1,80,0,10,2,4,5,4,0,4 45,3452,No,Travel_Rarely,1316,Research & Development,29,3,Medical,1,192,3,Male,83,3,1,Research Scientist,4,Single,9752,5,Y,No,13,3,2,80,0,9,2,2,6,5,0,3 38,4317,No,Travel_Rarely,364,Research & Development,3,5,Technical Degree,1,193,4,Female,32,3,2,Research Scientist,3,Single,2302,3,Y,Yes,20,4,2,80,0,19,2,3,3,2,2,2 30,2632,No,Travel_Rarely,438,Research & Development,18,3,Life Sciences,1,194,1,Female,75,3,1,Research Scientist,3,Single,23910,1,Y,No,14,3,3,80,0,5,4,2,5,4,0,4 32,4668,No,Travel_Frequently,689,Sales,9,2,Medical,1,195,4,Male,35,1,2,Sales Executive,4,Divorced,22812,0,Y,No,17,3,4,80,3,9,2,4,8,7,0,7 30,3204,No,Travel_Rarely,201,Research & Development,5,3,Technical Degree,1,197,4,Female,84,3,1,Research Scientist,1,Divorced,10415,5,Y,No,14,3,4,80,1,8,3,3,3,2,2,2 30,2720,No,Travel_Rarely,1427,Research & Development,2,1,Medical,1,198,2,Male,35,2,1,Laboratory Technician,4,Single,11162,0,Y,No,13,3,4,80,0,6,3,3,5,3,1,2 41,17181,No,Travel_Frequently,857,Research & Development,10,3,Life Sciences,1,199,4,Male,91,2,4,Manager,1,Divorced,12888,4,Y,No,13,3,2,80,1,21,2,2,7,6,7,7 41,2238,No,Travel_Rarely,933,Research & Development,9,4,Life Sciences,1,200,3,Male,94,3,1,Laboratory Technician,1,Married,6961,2,Y,No,21,4,4,80,1,7,2,3,5,0,1,4 19,1483,No,Travel_Rarely,1181,Research & Development,3,1,Medical,1,201,2,Female,79,3,1,Laboratory Technician,2,Single,16102,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 40,5605,No,Travel_Frequently,1395,Research & Development,26,3,Medical,1,202,2,Female,54,3,2,Research Scientist,2,Divorced,8504,1,Y,No,11,3,1,80,1,20,2,3,20,7,2,13 35,7295,No,Travel_Rarely,662,Sales,1,5,Marketing,1,204,3,Male,94,3,3,Sales Executive,2,Married,11439,1,Y,No,13,3,1,80,2,10,3,3,10,8,0,6 53,2306,No,Travel_Rarely,1436,Sales,6,2,Marketing,1,205,2,Male,34,3,2,Sales Representative,3,Married,16047,2,Y,Yes,20,4,4,80,1,13,3,1,7,7,4,5 45,2348,No,Travel_Rarely,194,Research & Development,9,3,Life Sciences,1,206,2,Male,60,3,2,Laboratory Technician,2,Divorced,10901,8,Y,No,18,3,3,80,1,20,2,1,17,9,0,15 32,8998,No,Travel_Frequently,967,Sales,8,3,Marketing,1,207,2,Female,43,3,3,Sales Executive,4,Single,15589,1,Y,No,14,3,4,80,0,9,2,3,9,8,3,7 29,4319,No,Non-Travel,1496,Research & Development,1,1,Technical Degree,1,208,4,Male,41,3,2,Manufacturing Director,3,Married,26283,1,Y,No,13,3,1,80,1,10,1,3,10,7,0,9 51,6132,No,Travel_Rarely,1169,Research & Development,7,4,Medical,1,211,2,Male,34,2,2,Manufacturing Director,3,Married,13983,2,Y,No,17,3,3,80,0,10,2,3,1,0,0,0 58,3346,No,Travel_Rarely,1145,Research & Development,9,3,Medical,1,214,2,Female,75,2,1,Research Scientist,2,Married,11873,4,Y,Yes,20,4,2,80,1,9,3,2,1,0,0,0 40,10855,No,Travel_Rarely,630,Sales,4,4,Marketing,1,215,3,Male,67,2,3,Sales Executive,4,Married,8552,7,Y,No,11,3,1,80,1,15,2,2,12,11,2,11 34,2231,No,Travel_Frequently,303,Sales,2,4,Marketing,1,216,3,Female,75,3,1,Sales Representative,3,Married,11314,6,Y,No,18,3,4,80,1,6,3,3,4,3,1,2 22,2323,No,Travel_Rarely,1256,Research & Development,19,1,Medical,1,217,3,Male,80,3,1,Research Scientist,4,Married,11992,1,Y,No,24,4,1,80,2,2,6,3,2,2,2,2 27,2024,No,Non-Travel,691,Research & Development,9,3,Medical,1,218,4,Male,57,3,1,Research Scientist,2,Divorced,5970,6,Y,No,18,3,4,80,1,6,1,1,2,2,2,2 28,2713,No,Travel_Rarely,440,Research & Development,21,3,Medical,1,221,3,Male,42,3,1,Research Scientist,4,Married,6672,1,Y,No,11,3,3,80,1,5,2,1,5,2,0,2 57,9439,No,Travel_Rarely,334,Research & Development,24,2,Life Sciences,1,223,3,Male,83,4,3,Healthcare Representative,4,Divorced,23402,3,Y,Yes,16,3,2,80,1,12,2,1,5,3,1,4 27,2566,No,Non-Travel,1450,Research & Development,3,3,Medical,1,224,3,Male,79,2,1,Research Scientist,3,Divorced,25326,1,Y,Yes,15,3,4,80,1,1,2,2,1,1,0,1 50,19926,No,Travel_Rarely,1452,Research & Development,11,3,Life Sciences,1,226,3,Female,53,3,5,Manager,2,Single,17053,3,Y,No,15,3,2,80,0,21,5,3,5,4,4,4 41,2451,No,Travel_Rarely,465,Research & Development,14,3,Life Sciences,1,227,1,Male,56,3,1,Research Scientist,3,Divorced,4609,4,Y,No,12,3,1,80,1,13,2,3,9,8,1,8 30,9419,No,Travel_Rarely,1339,Sales,5,3,Life Sciences,1,228,2,Female,41,3,3,Sales Executive,4,Married,8053,2,Y,No,12,3,3,80,1,12,2,3,10,9,7,4 38,8686,No,Travel_Rarely,702,Sales,1,4,Life Sciences,1,230,1,Female,59,2,2,Sales Executive,4,Single,12930,4,Y,No,22,4,3,80,0,12,2,4,8,3,0,7 32,3038,No,Travel_Rarely,120,Research & Development,6,5,Life Sciences,1,231,3,Male,43,3,1,Research Scientist,3,Single,12430,3,Y,No,20,4,1,80,0,8,2,3,5,4,1,4 27,3058,No,Travel_Rarely,1157,Research & Development,17,3,Technical Degree,1,233,3,Male,51,3,1,Research Scientist,2,Married,13364,0,Y,Yes,16,3,4,80,1,6,3,2,5,2,1,1 19,2325,Yes,Travel_Frequently,602,Sales,1,1,Technical Degree,1,235,3,Female,100,1,1,Sales Representative,1,Single,20989,0,Y,No,21,4,1,80,0,1,5,4,0,0,0,0 36,2088,No,Travel_Frequently,1480,Research & Development,3,2,Medical,1,238,4,Male,30,3,1,Laboratory Technician,2,Single,15062,4,Y,No,12,3,3,80,0,13,3,2,8,7,7,2 30,3072,No,Non-Travel,111,Research & Development,9,3,Medical,1,239,3,Male,66,3,2,Laboratory Technician,1,Divorced,11012,1,Y,No,11,3,3,80,2,12,4,3,12,9,6,10 45,5006,No,Travel_Rarely,1268,Sales,4,2,Life Sciences,1,240,3,Female,30,3,2,Sales Executive,1,Divorced,6319,4,Y,Yes,11,3,1,80,1,9,3,4,5,4,0,3 56,4257,No,Travel_Rarely,713,Research & Development,8,3,Life Sciences,1,241,3,Female,67,3,1,Research Scientist,1,Divorced,13939,4,Y,Yes,18,3,3,80,1,19,3,3,2,2,2,2 33,2500,No,Travel_Rarely,134,Research & Development,2,3,Life Sciences,1,242,3,Male,90,3,1,Research Scientist,4,Single,10515,0,Y,No,14,3,1,80,0,4,2,4,3,1,0,2 19,1102,Yes,Travel_Rarely,303,Research & Development,2,3,Life Sciences,1,243,2,Male,47,2,1,Laboratory Technician,4,Single,9241,1,Y,No,22,4,3,80,0,1,3,2,1,0,1,0 46,10453,No,Travel_Rarely,526,Sales,1,2,Marketing,1,244,2,Female,92,3,3,Sales Executive,1,Divorced,2137,1,Y,No,25,4,3,80,3,24,2,3,24,13,15,7 38,2288,No,Travel_Rarely,1380,Research & Development,9,2,Life Sciences,1,245,3,Female,75,3,1,Laboratory Technician,4,Single,6319,1,Y,No,12,3,3,80,0,2,3,3,2,2,2,1 31,3929,No,Travel_Rarely,140,Research & Development,12,1,Medical,1,246,3,Female,95,3,1,Research Scientist,4,Married,6984,8,Y,Yes,23,4,3,80,1,7,0,3,4,2,0,2 34,2311,No,Travel_Rarely,629,Research & Development,27,2,Medical,1,247,4,Female,95,3,1,Research Scientist,2,Single,5711,2,Y,No,15,3,4,80,0,9,3,3,3,2,1,2 41,3140,Yes,Travel_Rarely,1356,Sales,20,2,Marketing,1,248,2,Female,70,3,1,Sales Representative,2,Single,21728,1,Y,Yes,22,4,4,80,0,4,5,2,4,3,0,2 50,3690,No,Travel_Rarely,328,Research & Development,1,3,Medical,1,249,3,Male,86,2,1,Laboratory Technician,3,Married,3425,2,Y,No,15,3,4,80,1,5,2,2,3,2,0,2 53,4450,No,Travel_Rarely,1084,Research & Development,13,2,Medical,1,250,4,Female,57,4,2,Manufacturing Director,1,Divorced,26250,1,Y,No,11,3,3,80,2,5,3,3,4,2,1,3 33,2756,No,Travel_Rarely,931,Research & Development,14,3,Medical,1,252,4,Female,72,3,1,Research Scientist,2,Married,4673,1,Y,No,13,3,4,80,1,8,5,3,8,7,1,6 40,19033,No,Travel_Rarely,989,Research & Development,4,1,Medical,1,253,4,Female,46,3,5,Manager,3,Married,6499,1,Y,No,14,3,2,80,1,21,2,3,20,8,9,9 55,18722,No,Travel_Rarely,692,Research & Development,14,4,Medical,1,254,3,Male,61,4,5,Research Director,2,Single,13339,8,Y,No,11,3,4,80,0,36,3,3,24,15,2,15 34,9547,No,Travel_Frequently,1069,Research & Development,2,1,Life Sciences,1,256,4,Male,45,2,2,Manufacturing Director,3,Married,14074,1,Y,No,17,3,3,80,0,10,2,2,10,9,1,9 51,13734,No,Travel_Rarely,313,Research & Development,3,3,Medical,1,258,4,Female,98,3,4,Healthcare Representative,2,Single,7192,3,Y,No,18,3,3,80,0,21,6,3,7,7,1,0 52,19999,No,Travel_Rarely,699,Research & Development,1,4,Life Sciences,1,259,3,Male,65,2,5,Manager,3,Married,5678,0,Y,No,14,3,1,80,1,34,5,3,33,18,11,9 27,2279,No,Travel_Rarely,894,Research & Development,9,3,Medical,1,260,4,Female,99,3,1,Research Scientist,2,Single,11781,1,Y,No,16,3,4,80,0,7,2,2,7,7,0,3 35,5916,Yes,Travel_Rarely,556,Research & Development,23,2,Life Sciences,1,261,2,Male,50,2,2,Manufacturing Director,3,Married,15497,3,Y,Yes,13,3,1,80,0,8,1,3,1,0,0,1 43,2089,No,Non-Travel,1344,Research & Development,7,3,Medical,1,262,4,Male,37,4,1,Research Scientist,4,Divorced,5228,4,Y,No,14,3,4,80,3,7,3,4,5,4,2,2 45,16792,No,Non-Travel,1195,Research & Development,2,2,Medical,1,264,1,Male,65,2,4,Manager,4,Married,20462,9,Y,No,23,4,4,80,1,22,1,3,20,8,11,8 37,3564,No,Travel_Rarely,290,Research & Development,21,3,Life Sciences,1,267,2,Male,65,4,1,Research Scientist,1,Married,22977,1,Y,Yes,12,3,1,80,1,8,3,2,8,7,1,7 35,4425,No,Travel_Frequently,138,Research & Development,2,3,Medical,1,269,2,Female,37,3,2,Laboratory Technician,2,Single,15986,5,Y,No,11,3,4,80,0,10,5,3,6,2,1,2 42,5265,No,Non-Travel,926,Research & Development,21,2,Medical,1,270,3,Female,36,3,2,Manufacturing Director,3,Divorced,16439,2,Y,No,16,3,2,80,1,11,5,3,5,3,0,2 38,6553,No,Travel_Rarely,1261,Research & Development,2,4,Life Sciences,1,271,4,Male,88,3,2,Manufacturing Director,3,Married,7259,9,Y,No,14,3,2,80,0,14,3,3,1,0,0,0 38,6261,No,Travel_Rarely,1084,Research & Development,29,3,Technical Degree,1,273,4,Male,54,3,2,Manufacturing Director,4,Married,4185,3,Y,No,18,3,1,80,1,9,3,1,7,7,1,7 27,4298,No,Travel_Frequently,472,Research & Development,1,1,Technical Degree,1,274,3,Male,60,2,2,Manufacturing Director,1,Married,9679,5,Y,No,19,3,3,80,1,6,1,3,2,2,2,0 49,6804,No,Non-Travel,1002,Research & Development,18,4,Life Sciences,1,275,4,Male,92,3,2,Manufacturing Director,4,Divorced,23793,1,Y,Yes,15,3,1,80,2,7,0,3,7,7,1,7 34,3815,No,Travel_Frequently,878,Research & Development,10,4,Medical,1,277,4,Male,43,3,1,Research Scientist,3,Divorced,5972,1,Y,Yes,17,3,4,80,1,5,4,4,5,3,2,0 40,2741,No,Travel_Rarely,905,Research & Development,19,2,Medical,1,281,3,Male,99,3,2,Laboratory Technician,4,Married,16523,8,Y,Yes,15,3,3,80,1,15,2,4,7,2,3,7 38,6673,Yes,Travel_Rarely,1180,Research & Development,29,1,Medical,1,282,2,Male,70,3,2,Healthcare Representative,1,Married,11354,7,Y,Yes,19,3,2,80,0,17,2,3,1,0,0,0 29,7639,Yes,Travel_Rarely,121,Sales,27,3,Marketing,1,283,2,Female,35,3,3,Sales Executive,4,Married,24525,1,Y,No,22,4,4,80,3,10,3,2,10,4,1,9 22,2328,No,Travel_Rarely,1136,Research & Development,5,3,Life Sciences,1,284,4,Male,60,4,1,Research Scientist,2,Divorced,12392,1,Y,Yes,16,3,1,80,1,4,2,2,4,2,2,2 36,2153,No,Travel_Frequently,635,Research & Development,18,1,Medical,1,286,2,Female,73,3,1,Laboratory Technician,4,Single,7703,1,Y,No,13,3,1,80,0,8,2,3,8,1,1,7 40,4876,No,Non-Travel,1151,Research & Development,9,5,Life Sciences,1,287,4,Male,63,2,2,Healthcare Representative,4,Married,14242,9,Y,No,14,3,4,80,1,5,5,1,3,2,0,2 46,9396,No,Travel_Rarely,644,Research & Development,1,4,Medical,1,288,4,Male,97,3,3,Healthcare Representative,1,Divorced,12368,7,Y,No,16,3,3,80,1,17,3,3,4,2,0,3 32,10400,Yes,Travel_Rarely,1045,Sales,4,4,Medical,1,291,4,Male,32,1,3,Sales Executive,4,Married,25812,1,Y,No,11,3,3,80,0,14,2,2,14,8,9,8 30,8474,No,Non-Travel,829,Research & Development,1,1,Life Sciences,1,292,3,Male,88,2,3,Manufacturing Director,3,Single,20925,1,Y,No,22,4,3,80,0,12,2,3,11,8,5,8 27,9981,No,Travel_Frequently,1242,Sales,20,3,Life Sciences,1,293,4,Female,90,3,2,Sales Executive,3,Single,12916,1,Y,No,14,3,4,80,0,7,2,3,7,7,0,7 51,12490,No,Travel_Rarely,1469,Research & Development,8,4,Life Sciences,1,296,2,Male,81,2,3,Research Director,2,Married,15736,5,Y,No,16,3,4,80,2,16,5,1,10,9,4,7 30,2657,Yes,Travel_Rarely,1005,Research & Development,3,3,Technical Degree,1,297,4,Female,88,3,1,Research Scientist,1,Single,8556,5,Y,Yes,11,3,3,80,0,8,5,3,5,2,0,4 41,13591,No,Travel_Rarely,896,Sales,6,3,Life Sciences,1,298,4,Female,75,3,3,Manager,4,Single,14674,3,Y,Yes,18,3,3,80,0,16,3,3,1,0,0,0 30,6696,Yes,Travel_Frequently,334,Sales,26,4,Marketing,1,299,3,Female,52,2,2,Sales Executive,1,Single,22967,5,Y,No,15,3,3,80,0,9,5,2,6,3,0,1 29,2058,Yes,Travel_Rarely,992,Research & Development,1,3,Technical Degree,1,300,3,Male,85,3,1,Research Scientist,3,Single,19757,0,Y,No,14,3,4,80,0,7,1,2,6,2,1,5 45,8865,No,Non-Travel,1052,Sales,6,3,Medical,1,302,4,Female,57,2,3,Sales Executive,4,Single,16840,6,Y,No,12,3,4,80,0,23,2,3,19,7,12,8 54,5940,No,Travel_Rarely,1147,Sales,3,3,Marketing,1,303,4,Female,52,3,2,Sales Executive,1,Married,17011,2,Y,No,14,3,4,80,1,16,4,3,6,2,0,5 36,5914,No,Travel_Rarely,1396,Research & Development,5,2,Life Sciences,1,304,4,Male,62,3,2,Laboratory Technician,2,Single,9945,8,Y,No,16,3,4,80,0,16,3,4,13,11,3,7 33,2622,No,Travel_Rarely,147,Research & Development,4,4,Medical,1,305,3,Female,47,2,1,Research Scientist,2,Married,13248,6,Y,No,21,4,4,80,0,7,3,3,3,2,1,1 37,12185,No,Travel_Frequently,663,Research & Development,11,3,Other,1,306,2,Male,47,3,3,Research Director,4,Divorced,10056,1,Y,Yes,14,3,3,80,3,10,1,3,10,8,0,7 38,10609,No,Travel_Rarely,119,Sales,3,3,Life Sciences,1,307,1,Male,76,3,3,Sales Executive,3,Divorced,9647,0,Y,No,12,3,3,80,2,17,6,2,16,10,5,13 31,4345,No,Non-Travel,979,Research & Development,1,4,Medical,1,308,3,Male,90,1,2,Manufacturing Director,3,Married,4381,0,Y,No,12,3,4,80,1,6,2,3,5,4,1,4 59,2177,No,Travel_Rarely,142,Research & Development,3,3,Life Sciences,1,309,3,Male,70,2,1,Research Scientist,4,Married,8456,3,Y,No,17,3,1,80,1,7,6,3,1,0,0,0 37,2793,No,Travel_Frequently,319,Sales,4,4,Marketing,1,311,1,Male,41,3,1,Sales Representative,4,Divorced,2539,4,Y,No,17,3,3,80,1,13,2,3,9,8,5,8 29,7918,No,Travel_Frequently,1413,Sales,1,1,Medical,1,312,2,Female,42,3,3,Sales Executive,4,Married,6599,1,Y,No,14,3,4,80,1,11,5,3,11,10,4,1 35,8789,No,Travel_Frequently,944,Sales,1,3,Marketing,1,314,3,Female,92,3,3,Sales Executive,3,Single,9096,1,Y,No,14,3,1,80,0,10,3,4,10,7,0,8 29,2389,Yes,Travel_Rarely,896,Research & Development,18,1,Medical,1,315,3,Male,86,2,1,Research Scientist,4,Single,14961,1,Y,Yes,13,3,3,80,0,4,3,2,4,3,0,1 52,3212,No,Travel_Rarely,1323,Research & Development,2,3,Life Sciences,1,316,3,Female,89,2,1,Laboratory Technician,4,Single,3300,7,Y,No,15,3,2,80,0,6,3,2,2,2,2,2 42,19232,No,Travel_Rarely,532,Research & Development,4,2,Technical Degree,1,319,3,Male,58,3,5,Manager,4,Married,4933,1,Y,No,11,3,4,80,0,22,3,3,22,17,11,15 59,2267,No,Travel_Rarely,818,Human Resources,6,2,Medical,1,321,2,Male,52,3,1,Human Resources,3,Married,25657,8,Y,No,17,3,4,80,0,7,2,2,2,2,2,2 50,19517,No,Travel_Rarely,854,Sales,1,4,Medical,1,323,4,Female,68,3,5,Manager,4,Divorced,24118,3,Y,No,11,3,3,80,1,32,3,2,7,0,0,6 33,2436,Yes,Travel_Rarely,813,Research & Development,14,3,Medical,1,325,3,Male,58,3,1,Laboratory Technician,4,Married,22149,5,Y,Yes,13,3,3,80,1,8,2,1,5,4,0,4 43,16064,No,Travel_Rarely,1034,Sales,16,3,Marketing,1,327,4,Female,80,3,4,Manager,4,Married,7744,5,Y,Yes,22,4,3,80,1,22,3,3,17,13,1,9 33,2707,Yes,Travel_Rarely,465,Research & Development,2,2,Life Sciences,1,328,1,Female,39,3,1,Laboratory Technician,1,Married,21509,7,Y,No,20,4,1,80,0,13,3,4,9,7,1,7 52,19068,No,Non-Travel,771,Sales,2,4,Life Sciences,1,329,1,Male,79,2,5,Manager,3,Single,21030,1,Y,Yes,18,3,4,80,0,33,2,4,33,7,15,12 32,3931,No,Travel_Rarely,1401,Sales,4,2,Life Sciences,1,330,3,Female,56,3,1,Sales Representative,2,Married,20990,2,Y,No,11,3,1,80,1,6,5,3,4,3,1,2 32,3730,Yes,Travel_Rarely,515,Research & Development,1,3,Life Sciences,1,331,4,Male,62,2,1,Laboratory Technician,3,Single,9571,0,Y,Yes,14,3,4,80,0,4,2,1,3,2,1,2 39,2232,No,Travel_Rarely,1431,Research & Development,1,4,Medical,1,332,3,Female,96,3,1,Laboratory Technician,3,Divorced,15417,7,Y,No,14,3,3,80,3,7,1,3,3,2,1,2 32,4465,No,Non-Travel,976,Sales,26,4,Marketing,1,333,3,Male,100,3,2,Sales Executive,4,Married,12069,0,Y,No,18,3,1,80,0,4,2,3,3,2,2,2 41,3072,No,Travel_Rarely,1411,Research & Development,19,2,Life Sciences,1,334,3,Male,36,3,2,Research Scientist,1,Divorced,19877,2,Y,No,16,3,1,80,2,17,2,2,1,0,0,0 40,3319,No,Travel_Rarely,1300,Research & Development,24,2,Technical Degree,1,335,1,Male,62,3,2,Research Scientist,4,Divorced,24447,1,Y,No,17,3,1,80,2,9,3,3,9,8,4,7 45,19202,No,Travel_Rarely,252,Research & Development,1,3,Other,1,336,3,Male,70,4,5,Manager,4,Married,15970,0,Y,No,11,3,3,80,1,25,2,3,24,0,1,7 31,13675,No,Travel_Frequently,1327,Research & Development,3,4,Medical,1,337,2,Male,73,3,3,Research Director,3,Divorced,13523,9,Y,No,12,3,1,80,1,9,3,3,2,2,2,2 33,2911,No,Travel_Rarely,832,Research & Development,5,4,Life Sciences,1,338,3,Female,63,2,1,Research Scientist,4,Married,14776,1,Y,No,13,3,3,80,1,2,2,2,2,2,0,2 34,5957,No,Travel_Rarely,470,Research & Development,2,4,Life Sciences,1,339,4,Male,84,2,2,Manufacturing Director,1,Married,23687,6,Y,No,13,3,2,80,1,13,3,3,11,9,5,9 37,3920,No,Travel_Rarely,1017,Research & Development,1,2,Medical,1,340,3,Female,83,2,1,Research Scientist,1,Married,18697,2,Y,No,14,3,1,80,1,17,2,2,3,1,0,2 45,6434,No,Travel_Frequently,1199,Research & Development,7,4,Life Sciences,1,341,1,Male,77,4,2,Manufacturing Director,3,Married,5118,4,Y,No,17,3,4,80,1,9,1,3,3,2,0,2 37,10048,Yes,Travel_Frequently,504,Research & Development,10,3,Medical,1,342,1,Male,61,3,3,Manufacturing Director,3,Divorced,22573,6,Y,No,11,3,2,80,2,17,5,3,1,0,0,0 39,10938,No,Travel_Frequently,505,Research & Development,2,4,Technical Degree,1,343,3,Female,64,3,3,Healthcare Representative,3,Single,6420,0,Y,No,25,4,4,80,0,20,1,3,19,6,11,8 29,2340,No,Travel_Rarely,665,Research & Development,15,3,Life Sciences,1,346,3,Male,60,3,1,Research Scientist,4,Single,22673,1,Y,No,19,3,1,80,0,6,1,3,6,5,1,5 42,6545,No,Travel_Rarely,916,Research & Development,17,2,Life Sciences,1,347,4,Female,82,4,2,Research Scientist,1,Single,23016,3,Y,Yes,13,3,3,80,0,10,1,3,3,2,0,2 29,6931,No,Travel_Rarely,1247,Sales,20,2,Marketing,1,349,4,Male,45,3,2,Sales Executive,4,Divorced,10732,2,Y,No,14,3,4,80,1,10,2,3,3,2,0,2 25,4898,No,Travel_Rarely,685,Research & Development,1,3,Life Sciences,1,350,1,Female,62,3,2,Manufacturing Director,3,Married,7505,0,Y,No,12,3,4,80,2,5,3,3,4,2,1,2 42,2593,No,Travel_Rarely,269,Research & Development,2,3,Medical,1,351,4,Female,56,2,1,Laboratory Technician,1,Divorced,8007,0,Y,Yes,11,3,3,80,1,10,4,3,9,6,7,8 40,19436,No,Travel_Rarely,1416,Research & Development,2,2,Medical,1,352,1,Male,49,3,5,Research Director,3,Divorced,5949,0,Y,No,19,3,4,80,1,22,5,3,21,7,3,9 51,2723,No,Travel_Rarely,833,Research & Development,1,3,Life Sciences,1,353,3,Male,96,3,1,Research Scientist,4,Married,23231,1,Y,No,11,3,2,80,0,1,0,2,1,0,0,0 31,3479,Yes,Travel_Frequently,307,Research & Development,29,2,Medical,1,355,3,Male,71,2,1,Laboratory Technician,2,Single,11652,0,Y,No,11,3,2,80,0,6,2,4,5,4,1,4 32,2794,No,Travel_Frequently,1311,Research & Development,7,3,Life Sciences,1,359,2,Male,100,4,1,Laboratory Technician,2,Married,26062,1,Y,No,20,4,3,80,0,5,3,1,5,1,0,3 38,5249,No,Non-Travel,1327,Sales,2,2,Life Sciences,1,361,4,Male,39,2,2,Sales Executive,4,Married,19682,3,Y,No,18,3,4,80,1,13,0,3,8,7,7,5 32,2176,No,Travel_Rarely,128,Research & Development,2,1,Technical Degree,1,362,4,Male,84,2,2,Laboratory Technician,1,Single,19737,4,Y,No,13,3,4,80,0,9,5,3,6,2,0,4 46,16872,No,Travel_Rarely,488,Sales,2,3,Technical Degree,1,363,3,Female,75,1,4,Manager,2,Married,14977,3,Y,Yes,12,3,2,80,1,28,2,2,7,7,7,7 28,3485,Yes,Travel_Rarely,529,Research & Development,2,4,Life Sciences,1,364,1,Male,79,3,1,Laboratory Technician,3,Single,14935,2,Y,No,11,3,3,80,0,5,5,1,0,0,0,0 29,6644,No,Travel_Rarely,1210,Sales,2,3,Medical,1,366,1,Male,78,2,2,Sales Executive,2,Married,3687,2,Y,No,19,3,2,80,2,10,2,3,0,0,0,0 31,5582,No,Travel_Rarely,1463,Research & Development,23,3,Medical,1,367,2,Male,64,2,2,Healthcare Representative,4,Married,14408,0,Y,No,21,4,2,80,1,10,2,3,9,0,7,8 25,4000,No,Non-Travel,675,Research & Development,5,2,Life Sciences,1,369,2,Male,85,4,2,Healthcare Representative,1,Divorced,18384,1,Y,No,12,3,4,80,2,6,2,3,6,3,1,5 45,13496,No,Travel_Rarely,1385,Research & Development,20,2,Medical,1,372,3,Male,79,3,4,Healthcare Representative,4,Married,7501,0,Y,Yes,14,3,2,80,0,21,2,3,20,7,4,10 36,3210,No,Travel_Rarely,1403,Research & Development,6,3,Life Sciences,1,373,4,Male,47,3,1,Laboratory Technician,4,Married,20251,0,Y,No,11,3,3,80,1,16,4,3,15,13,10,11 55,19045,No,Travel_Rarely,452,Research & Development,1,3,Medical,1,374,4,Male,81,3,5,Manager,1,Single,18938,0,Y,Yes,14,3,3,80,0,37,2,3,36,10,4,13 47,11849,Yes,Non-Travel,666,Research & Development,29,4,Life Sciences,1,376,1,Male,88,3,3,Manager,2,Married,10268,1,Y,Yes,12,3,4,80,1,10,2,2,10,7,9,9 28,2070,No,Travel_Rarely,1158,Research & Development,9,3,Medical,1,377,4,Male,94,3,1,Research Scientist,4,Married,2613,1,Y,No,23,4,4,80,1,5,3,2,5,2,0,4 37,6502,No,Travel_Rarely,228,Sales,6,4,Medical,1,378,3,Male,98,3,2,Sales Executive,4,Married,22825,4,Y,No,14,3,2,80,1,7,5,4,5,4,0,1 21,3230,No,Travel_Rarely,996,Research & Development,3,2,Medical,1,379,4,Male,100,2,1,Research Scientist,3,Single,10531,1,Y,No,17,3,1,80,0,3,4,4,3,2,1,0 37,13603,No,Non-Travel,728,Research & Development,1,4,Medical,1,380,1,Female,80,3,3,Research Director,4,Divorced,11677,2,Y,Yes,18,3,1,80,2,15,2,3,5,2,0,2 35,11996,No,Travel_Rarely,1315,Research & Development,22,3,Life Sciences,1,381,2,Female,71,4,3,Manager,2,Divorced,19100,7,Y,No,18,3,2,80,1,10,6,2,7,7,6,2 38,5605,No,Travel_Rarely,322,Sales,7,2,Medical,1,382,1,Female,44,4,2,Sales Executive,1,Divorced,19191,1,Y,Yes,24,4,3,80,1,8,3,3,8,0,7,7 26,6397,No,Travel_Frequently,1479,Research & Development,1,3,Life Sciences,1,384,3,Female,84,3,2,Manufacturing Director,2,Divorced,26767,1,Y,No,20,4,1,80,1,6,6,1,6,5,1,4 50,19144,No,Travel_Rarely,797,Research & Development,4,1,Life Sciences,1,385,1,Male,96,3,5,Research Director,2,Divorced,15815,3,Y,No,14,3,1,80,2,28,4,2,10,4,1,6 53,17584,No,Travel_Rarely,1070,Research & Development,3,4,Medical,1,386,3,Male,45,3,4,Research Director,3,Married,21016,3,Y,Yes,16,3,4,80,3,21,5,2,5,3,1,3 42,4907,No,Travel_Rarely,635,Sales,1,1,Life Sciences,1,387,2,Male,99,3,2,Sales Executive,3,Married,24532,1,Y,No,25,4,3,80,0,20,3,3,20,16,11,6 29,4554,No,Travel_Frequently,442,Sales,2,2,Life Sciences,1,388,2,Male,44,3,2,Sales Executive,4,Single,20260,1,Y,No,18,3,1,80,0,10,3,2,10,7,0,9 55,5415,No,Travel_Rarely,147,Research & Development,20,2,Technical Degree,1,389,2,Male,37,3,2,Laboratory Technician,4,Married,15972,3,Y,Yes,19,3,4,80,1,12,4,3,10,7,0,8 26,4741,No,Travel_Frequently,496,Research & Development,11,2,Medical,1,390,1,Male,60,3,2,Healthcare Representative,1,Married,22722,1,Y,Yes,13,3,3,80,1,5,3,3,5,3,3,3 37,2115,No,Travel_Rarely,1372,Research & Development,1,3,Life Sciences,1,391,4,Female,42,3,1,Research Scientist,4,Single,15881,1,Y,No,12,3,2,80,0,17,3,3,17,12,5,7 44,3161,Yes,Travel_Frequently,920,Research & Development,24,3,Life Sciences,1,392,4,Male,43,3,1,Laboratory Technician,3,Divorced,19920,3,Y,Yes,22,4,4,80,1,19,0,1,1,0,0,0 38,5745,No,Travel_Rarely,688,Research & Development,23,4,Life Sciences,1,393,4,Male,82,3,2,Healthcare Representative,4,Divorced,18899,9,Y,No,14,3,2,80,1,10,2,3,2,2,1,2 26,2373,Yes,Travel_Rarely,1449,Research & Development,16,4,Medical,1,394,1,Male,45,3,1,Laboratory Technician,2,Divorced,14180,2,Y,Yes,13,3,4,80,1,5,2,3,3,2,0,2 28,3310,No,Travel_Rarely,1117,Research & Development,8,2,Life Sciences,1,395,4,Female,66,3,1,Research Scientist,4,Single,4488,1,Y,No,21,4,4,80,0,5,3,3,5,3,0,2 49,18665,No,Travel_Frequently,636,Research & Development,10,4,Life Sciences,1,396,3,Female,35,3,5,Research Director,1,Single,25594,9,Y,Yes,11,3,4,80,0,22,4,3,3,2,1,2 36,4485,No,Travel_Rarely,506,Research & Development,3,3,Technical Degree,1,397,3,Male,30,3,2,Research Scientist,2,Single,26285,4,Y,No,12,3,4,80,0,10,2,3,8,0,7,7 31,2789,No,Travel_Frequently,444,Sales,5,3,Marketing,1,399,4,Female,84,3,1,Sales Representative,2,Divorced,3909,1,Y,No,11,3,3,80,1,2,5,2,2,2,2,2 26,5828,Yes,Travel_Rarely,950,Sales,4,4,Marketing,1,401,4,Male,48,2,2,Sales Executive,4,Single,8450,1,Y,Yes,12,3,2,80,0,8,0,3,8,7,7,4 37,2326,No,Travel_Frequently,889,Research & Development,9,3,Medical,1,403,2,Male,53,3,1,Research Scientist,4,Married,11411,1,Y,Yes,12,3,3,80,3,4,3,2,4,2,1,2 42,13525,No,Travel_Frequently,555,Sales,26,3,Marketing,1,404,3,Female,77,3,4,Sales Executive,2,Married,14864,5,Y,No,14,3,4,80,1,23,2,4,20,4,4,8 18,1420,Yes,Travel_Rarely,230,Research & Development,3,3,Life Sciences,1,405,3,Male,54,3,1,Laboratory Technician,3,Single,25233,1,Y,No,13,3,3,80,0,0,2,3,0,0,0,0 35,8020,No,Travel_Rarely,1232,Sales,16,3,Marketing,1,406,3,Male,96,3,3,Sales Executive,2,Married,5100,0,Y,No,15,3,3,80,2,12,3,2,11,9,6,9 36,3688,No,Travel_Frequently,566,Research & Development,18,4,Life Sciences,1,407,3,Male,81,4,1,Laboratory Technician,4,Married,7122,4,Y,No,18,3,4,80,2,4,2,3,1,0,0,0 51,5482,No,Travel_Rarely,1302,Research & Development,2,3,Medical,1,408,4,Male,84,1,2,Manufacturing Director,2,Divorced,16321,5,Y,No,18,3,4,80,1,13,3,3,4,1,1,2 41,16015,No,Travel_Rarely,334,Sales,2,4,Life Sciences,1,410,4,Male,88,3,4,Manager,2,Single,15896,1,Y,No,19,3,2,80,0,22,2,3,22,10,0,4 18,1200,No,Travel_Rarely,812,Sales,10,3,Medical,1,411,4,Female,69,2,1,Sales Representative,3,Single,9724,1,Y,No,12,3,1,80,0,0,2,3,0,0,0,0 28,5661,No,Travel_Rarely,1476,Research & Development,16,2,Medical,1,412,2,Male,68,4,2,Healthcare Representative,1,Single,4824,0,Y,No,19,3,3,80,0,9,2,3,8,3,0,7 31,6929,No,Travel_Rarely,218,Sales,7,3,Technical Degree,1,416,2,Male,100,4,2,Sales Executive,4,Married,12241,4,Y,No,11,3,2,80,1,10,3,2,8,7,7,7 39,9613,No,Travel_Rarely,1132,Research & Development,1,3,Medical,1,417,3,Male,48,4,3,Healthcare Representative,4,Divorced,10942,0,Y,No,17,3,1,80,3,19,5,2,18,10,3,7 36,5674,No,Non-Travel,1105,Research & Development,24,4,Life Sciences,1,419,2,Female,47,3,2,Laboratory Technician,2,Married,6927,7,Y,No,15,3,3,80,1,11,3,3,9,8,0,8 32,5484,No,Travel_Rarely,906,Sales,7,3,Life Sciences,1,420,4,Male,91,2,2,Sales Executive,3,Married,16985,1,Y,No,14,3,3,80,1,13,3,2,13,8,4,8 38,12061,No,Travel_Rarely,849,Research & Development,25,2,Life Sciences,1,421,1,Female,81,2,3,Research Director,2,Married,26707,3,Y,No,17,3,3,80,1,19,2,3,10,8,0,1 58,5660,No,Non-Travel,390,Research & Development,1,4,Life Sciences,1,422,4,Male,32,1,2,Healthcare Representative,3,Divorced,17056,2,Y,Yes,13,3,4,80,1,12,2,3,5,3,1,2 31,4821,No,Travel_Rarely,691,Research & Development,5,4,Technical Degree,1,423,3,Male,86,3,1,Research Scientist,4,Married,10077,0,Y,Yes,12,3,3,80,1,6,4,3,5,2,0,3 31,6410,No,Travel_Rarely,106,Human Resources,2,3,Human Resources,1,424,1,Male,62,2,2,Human Resources,1,Married,17822,3,Y,No,12,3,4,80,0,9,1,3,2,2,1,0 45,5210,No,Travel_Frequently,1249,Research & Development,7,3,Life Sciences,1,425,1,Male,97,3,3,Laboratory Technician,1,Divorced,20308,1,Y,No,18,3,1,80,1,24,2,3,24,9,9,11 31,2695,No,Travel_Rarely,192,Research & Development,2,4,Life Sciences,1,426,3,Male,32,3,1,Research Scientist,4,Divorced,7747,0,Y,Yes,18,3,2,80,1,3,2,1,2,2,2,2 33,11878,No,Travel_Frequently,553,Research & Development,5,4,Life Sciences,1,428,4,Female,74,3,3,Manager,2,Married,23364,6,Y,No,11,3,2,80,2,12,2,3,10,6,8,8 39,17068,No,Travel_Rarely,117,Research & Development,10,1,Medical,1,429,3,Male,99,3,4,Manager,1,Married,5355,1,Y,Yes,14,3,4,80,0,21,3,3,21,9,11,10 43,2455,No,Travel_Frequently,185,Research & Development,10,4,Life Sciences,1,430,3,Female,33,3,1,Laboratory Technician,4,Single,10675,0,Y,No,19,3,1,80,0,9,5,3,8,7,1,7 49,13964,No,Travel_Rarely,1091,Research & Development,1,2,Technical Degree,1,431,3,Female,90,2,4,Healthcare Representative,3,Single,17810,7,Y,Yes,12,3,4,80,0,25,2,3,7,1,0,7 52,4941,Yes,Travel_Rarely,723,Research & Development,8,4,Medical,1,433,3,Male,85,2,2,Research Scientist,2,Married,17747,2,Y,No,15,3,1,80,0,11,3,2,8,2,7,7 27,2478,No,Travel_Rarely,1220,Research & Development,5,3,Life Sciences,1,434,3,Female,85,3,1,Research Scientist,2,Single,20938,1,Y,Yes,12,3,2,80,0,4,2,2,4,3,1,2 32,5228,No,Travel_Rarely,588,Sales,8,2,Technical Degree,1,436,3,Female,65,2,2,Sales Executive,2,Married,24624,1,Y,Yes,11,3,4,80,0,13,2,3,13,12,11,9 27,4478,No,Travel_Rarely,1377,Sales,2,3,Life Sciences,1,437,4,Male,74,3,2,Sales Executive,3,Single,5242,1,Y,Yes,11,3,1,80,0,5,3,3,5,4,0,4 31,7547,No,Travel_Rarely,691,Sales,7,3,Marketing,1,438,4,Male,73,3,2,Sales Executive,4,Divorced,7143,4,Y,No,12,3,4,80,3,13,3,3,7,7,1,7 32,5055,No,Travel_Rarely,1018,Research & Development,2,4,Medical,1,439,1,Female,74,4,2,Research Scientist,4,Single,10557,7,Y,No,16,3,3,80,0,10,0,2,7,7,0,7 28,3464,Yes,Travel_Rarely,1157,Research & Development,2,4,Medical,1,440,1,Male,84,1,1,Research Scientist,4,Married,24737,5,Y,Yes,13,3,4,80,0,5,4,2,3,2,2,2 30,5775,No,Travel_Rarely,1275,Research & Development,28,2,Medical,1,441,4,Female,64,3,2,Research Scientist,4,Married,11934,1,Y,No,13,3,4,80,2,11,2,3,10,8,1,9 31,8943,No,Travel_Frequently,798,Research & Development,7,2,Life Sciences,1,442,3,Female,48,2,3,Manufacturing Director,3,Married,14034,1,Y,No,24,4,1,80,1,10,2,3,10,9,8,9 39,19272,No,Travel_Frequently,672,Research & Development,7,2,Medical,1,444,3,Male,54,2,5,Manager,4,Married,21141,1,Y,No,15,3,1,80,1,21,2,3,21,9,13,3 39,5238,Yes,Travel_Rarely,1162,Sales,3,2,Medical,1,445,4,Female,41,3,2,Sales Executive,3,Married,17778,4,Y,Yes,18,3,1,80,0,12,3,2,1,0,0,0 33,4682,No,Travel_Frequently,508,Sales,10,3,Marketing,1,446,2,Male,46,2,2,Sales Executive,4,Single,4317,3,Y,No,14,3,3,80,0,9,6,2,7,7,0,1 47,18300,No,Travel_Rarely,1482,Research & Development,5,5,Life Sciences,1,447,4,Male,42,3,5,Research Director,3,Married,16375,4,Y,No,11,3,2,80,1,21,2,3,3,2,1,1 43,5257,No,Travel_Frequently,559,Research & Development,10,4,Life Sciences,1,448,3,Female,82,2,2,Laboratory Technician,3,Divorced,6227,1,Y,No,11,3,2,80,1,9,3,4,9,7,0,0 27,6349,No,Non-Travel,210,Sales,1,1,Marketing,1,449,3,Male,73,3,2,Sales Executive,2,Married,22107,0,Y,Yes,13,3,4,80,1,6,0,3,5,4,1,4 54,4869,No,Travel_Frequently,928,Research & Development,20,4,Life Sciences,1,450,4,Female,31,3,2,Research Scientist,3,Single,16885,3,Y,No,12,3,4,80,0,20,4,2,4,3,0,3 43,9985,No,Travel_Rarely,1001,Research & Development,7,3,Life Sciences,1,451,3,Female,43,3,3,Healthcare Representative,1,Married,9262,8,Y,No,16,3,1,80,1,10,1,2,1,0,0,0 45,3697,No,Travel_Rarely,549,Research & Development,8,4,Other,1,452,4,Male,75,3,2,Research Scientist,4,Married,9278,9,Y,No,14,3,1,80,2,12,3,3,10,9,9,8 40,7457,No,Travel_Rarely,1124,Sales,1,2,Medical,1,453,2,Male,57,1,2,Sales Executive,4,Married,13273,2,Y,Yes,22,4,3,80,3,6,2,2,4,3,0,2 29,2119,Yes,Travel_Rarely,318,Research & Development,8,4,Other,1,454,2,Male,77,1,1,Laboratory Technician,1,Married,4759,1,Y,Yes,11,3,4,80,0,7,4,2,7,7,0,7 29,3983,No,Travel_Rarely,738,Research & Development,9,5,Other,1,455,2,Male,30,2,1,Laboratory Technician,4,Single,7621,0,Y,No,17,3,3,80,0,4,2,3,3,2,2,2 30,6118,No,Travel_Rarely,570,Sales,5,3,Marketing,1,456,4,Female,30,2,2,Sales Executive,3,Divorced,5431,1,Y,No,13,3,3,80,3,10,2,3,10,9,1,2 27,6214,No,Travel_Rarely,1130,Sales,8,4,Marketing,1,458,2,Female,56,3,2,Sales Executive,2,Married,3415,1,Y,No,18,3,1,80,1,8,3,3,8,7,0,7 37,6347,No,Travel_Rarely,1192,Research & Development,5,2,Medical,1,460,4,Male,61,3,2,Manufacturing Director,4,Divorced,23177,7,Y,No,16,3,3,80,2,8,2,2,6,2,0,4 38,11510,No,Travel_Rarely,343,Research & Development,15,2,Life Sciences,1,461,3,Male,92,2,3,Research Director,4,Divorced,15682,0,Y,Yes,14,3,2,80,1,12,3,3,11,10,2,9 31,7143,No,Travel_Rarely,1232,Research & Development,7,4,Medical,1,462,3,Female,39,3,3,Manufacturing Director,4,Single,25713,1,Y,Yes,14,3,3,80,0,11,2,2,11,9,4,10 29,8268,No,Travel_Rarely,144,Sales,10,1,Marketing,1,463,4,Female,39,2,2,Sales Executive,2,Divorced,11866,1,Y,Yes,14,3,1,80,2,7,2,3,7,7,1,7 35,8095,No,Travel_Rarely,1296,Research & Development,5,4,Technical Degree,1,464,3,Male,62,3,3,Manufacturing Director,2,Single,18264,0,Y,No,13,3,4,80,0,17,5,3,16,6,0,13 23,2904,No,Travel_Rarely,1309,Research & Development,26,1,Life Sciences,1,465,3,Male,83,3,1,Research Scientist,4,Divorced,16092,1,Y,No,12,3,3,80,2,4,2,2,4,2,0,2 41,6032,No,Travel_Rarely,483,Research & Development,6,3,Medical,1,466,4,Male,95,2,2,Manufacturing Director,2,Single,10110,6,Y,Yes,15,3,4,80,0,8,3,3,5,4,1,2 47,2976,No,Travel_Frequently,1309,Sales,4,1,Medical,1,467,2,Male,99,3,2,Sales Representative,3,Single,25751,3,Y,No,19,3,1,80,0,5,3,3,0,0,0,0 42,15992,No,Travel_Rarely,810,Research & Development,23,5,Life Sciences,1,468,1,Female,44,3,4,Research Director,4,Single,15901,2,Y,No,14,3,2,80,0,16,2,3,1,0,0,0 29,4649,No,Non-Travel,746,Sales,2,3,Life Sciences,1,469,4,Male,61,3,2,Sales Executive,3,Married,16928,1,Y,No,14,3,1,80,1,4,3,2,4,3,0,2 42,2696,No,Travel_Rarely,544,Human Resources,2,1,Technical Degree,1,470,3,Male,52,3,1,Human Resources,3,Divorced,24017,0,Y,Yes,11,3,3,80,1,4,5,3,3,2,1,0 32,2370,No,Travel_Rarely,1062,Research & Development,2,3,Medical,1,471,3,Female,75,3,1,Laboratory Technician,2,Married,3956,1,Y,No,13,3,3,80,1,8,4,3,8,0,0,7 48,12504,No,Travel_Rarely,530,Sales,29,1,Medical,1,473,1,Female,91,3,3,Manager,3,Married,23978,3,Y,No,21,4,2,80,1,15,3,1,0,0,0,0 37,5974,No,Travel_Rarely,1319,Research & Development,6,3,Medical,1,474,3,Male,51,4,2,Research Scientist,1,Divorced,17001,4,Y,Yes,13,3,1,80,2,13,2,3,7,7,6,7 30,4736,No,Non-Travel,641,Sales,25,2,Technical Degree,1,475,4,Female,85,3,2,Sales Executive,3,Married,6069,7,Y,Yes,12,3,2,80,1,4,2,4,2,2,2,2 26,5296,No,Travel_Rarely,933,Sales,1,3,Life Sciences,1,476,3,Male,57,3,2,Sales Executive,3,Married,20156,1,Y,No,17,3,2,80,1,8,3,3,8,7,7,7 42,6781,No,Travel_Rarely,1332,Research & Development,2,4,Other,1,477,1,Male,98,2,2,Healthcare Representative,4,Single,17078,3,Y,No,23,4,2,80,0,14,6,3,1,0,0,0 21,2174,Yes,Travel_Frequently,756,Sales,1,1,Technical Degree,1,478,1,Female,99,2,1,Sales Representative,2,Single,9150,1,Y,Yes,11,3,3,80,0,3,3,3,3,2,1,2 36,6653,No,Non-Travel,845,Sales,1,5,Medical,1,479,4,Female,45,3,2,Sales Executive,4,Single,15276,4,Y,No,15,3,2,80,0,7,6,3,1,0,0,0 36,9699,No,Travel_Frequently,541,Sales,3,4,Medical,1,481,1,Male,48,2,3,Sales Executive,4,Married,7246,4,Y,No,11,3,1,80,1,16,2,3,13,9,1,12 57,6755,No,Travel_Rarely,593,Research & Development,1,4,Medical,1,482,4,Male,88,3,2,Healthcare Representative,3,Married,2967,2,Y,No,11,3,3,80,0,15,2,3,3,2,1,2 40,2213,No,Travel_Rarely,1171,Research & Development,10,4,Life Sciences,1,483,4,Female,46,4,1,Laboratory Technician,3,Married,22495,3,Y,Yes,13,3,3,80,1,10,3,3,7,7,1,7 21,2610,No,Non-Travel,895,Sales,9,2,Medical,1,484,1,Male,39,3,1,Sales Representative,4,Single,2851,1,Y,No,24,4,3,80,0,3,3,2,3,2,2,2 33,2851,Yes,Travel_Rarely,350,Sales,5,3,Marketing,1,485,4,Female,34,3,1,Sales Representative,3,Single,9150,1,Y,Yes,13,3,2,80,0,1,2,3,1,0,0,0 37,3452,No,Travel_Rarely,921,Research & Development,10,3,Medical,1,486,3,Female,98,3,1,Laboratory Technician,1,Married,17663,6,Y,No,20,4,2,80,1,17,3,3,5,4,0,3 46,5258,No,Non-Travel,1144,Research & Development,7,4,Medical,1,487,3,Female,30,3,2,Manufacturing Director,3,Married,16044,2,Y,No,14,3,3,80,0,7,2,4,1,0,0,0 41,9355,Yes,Travel_Frequently,143,Sales,4,3,Marketing,1,488,1,Male,56,3,2,Sales Executive,2,Single,9558,1,Y,No,18,3,3,80,0,8,5,3,8,7,7,7 50,10496,No,Travel_Rarely,1046,Research & Development,10,3,Technical Degree,1,491,4,Male,100,2,3,Healthcare Representative,4,Single,2755,6,Y,No,15,3,4,80,0,20,2,3,4,3,1,3 40,6380,Yes,Travel_Rarely,575,Sales,22,2,Marketing,1,492,3,Male,68,2,2,Sales Executive,3,Married,6110,2,Y,Yes,12,3,1,80,2,8,6,3,6,4,1,0 31,2657,No,Travel_Rarely,408,Research & Development,9,4,Life Sciences,1,493,3,Male,42,2,1,Research Scientist,2,Single,7551,0,Y,Yes,16,3,4,80,0,3,5,3,2,2,2,2 21,2716,Yes,Travel_Rarely,156,Sales,12,3,Life Sciences,1,494,3,Female,90,4,1,Sales Representative,2,Single,25422,1,Y,No,15,3,4,80,0,1,0,3,1,0,0,0 29,2201,No,Travel_Rarely,1283,Research & Development,23,3,Life Sciences,1,495,4,Male,54,3,1,Research Scientist,4,Single,18168,9,Y,No,16,3,4,80,0,6,4,3,3,2,1,2 35,6540,No,Travel_Rarely,755,Research & Development,9,4,Life Sciences,1,496,3,Male,97,2,2,Healthcare Representative,2,Single,19394,9,Y,No,19,3,3,80,0,10,5,3,1,1,0,0 27,3816,No,Travel_Rarely,1469,Research & Development,1,2,Medical,1,497,4,Male,82,3,1,Laboratory Technician,2,Divorced,17881,1,Y,No,11,3,2,80,1,5,2,3,5,2,0,4 28,5253,No,Travel_Rarely,304,Sales,9,4,Life Sciences,1,498,2,Male,92,3,2,Sales Executive,4,Single,20750,1,Y,No,16,3,4,80,0,7,1,3,7,5,0,7 49,10965,No,Travel_Rarely,1261,Research & Development,7,3,Other,1,499,2,Male,31,2,3,Healthcare Representative,3,Single,12066,8,Y,No,24,4,3,80,0,26,2,3,5,2,0,0 51,4936,No,Travel_Rarely,1178,Sales,14,2,Life Sciences,1,500,3,Female,87,3,2,Sales Executive,4,Married,14862,4,Y,No,11,3,3,80,1,18,2,2,7,7,0,7 36,2543,No,Travel_Rarely,329,Research & Development,2,3,Life Sciences,1,501,4,Female,96,3,1,Research Scientist,3,Married,11868,4,Y,No,13,3,2,80,1,6,3,3,2,2,2,2 34,5304,Yes,Non-Travel,1362,Sales,19,3,Marketing,1,502,1,Male,67,4,2,Sales Executive,4,Single,4652,8,Y,Yes,13,3,2,80,0,9,3,2,5,2,0,4 55,16659,No,Travel_Rarely,1311,Research & Development,2,3,Life Sciences,1,505,3,Female,97,3,4,Manager,4,Single,23258,2,Y,Yes,13,3,3,80,0,30,2,3,5,4,1,2 24,4260,No,Travel_Rarely,1371,Sales,10,4,Marketing,1,507,4,Female,77,3,2,Sales Executive,3,Divorced,5915,1,Y,Yes,12,3,4,80,1,5,2,4,5,2,0,3 30,2476,No,Travel_Rarely,202,Sales,2,1,Technical Degree,1,508,3,Male,72,3,1,Sales Representative,2,Married,17434,1,Y,No,18,3,1,80,1,1,3,3,1,0,0,0 26,3102,Yes,Travel_Frequently,575,Research & Development,3,1,Technical Degree,1,510,3,Male,73,3,1,Research Scientist,1,Single,6582,0,Y,No,22,4,3,80,0,7,2,3,6,4,0,4 22,2244,No,Travel_Rarely,253,Research & Development,11,3,Medical,1,511,1,Female,43,3,1,Research Scientist,2,Married,24440,1,Y,No,13,3,4,80,1,2,1,3,2,1,1,2 36,7596,No,Travel_Rarely,164,Sales,2,2,Medical,1,513,2,Male,61,2,3,Sales Executive,3,Married,3809,1,Y,No,13,3,2,80,2,10,2,3,10,9,9,0 30,2285,Yes,Travel_Frequently,464,Research & Development,4,3,Technical Degree,1,514,3,Male,40,3,1,Research Scientist,4,Single,3427,9,Y,Yes,23,4,3,80,0,3,4,3,1,0,0,0 37,3034,No,Travel_Rarely,1107,Research & Development,14,3,Life Sciences,1,515,4,Female,95,3,1,Laboratory Technician,1,Divorced,26914,1,Y,No,12,3,3,80,1,18,2,2,18,7,12,17 40,5715,No,Travel_Rarely,759,Sales,2,2,Marketing,1,516,4,Female,46,3,2,Sales Executive,2,Divorced,22553,7,Y,No,12,3,3,80,2,8,5,3,5,4,1,3 42,2576,No,Travel_Rarely,201,Research & Development,1,4,Life Sciences,1,517,2,Female,95,3,1,Laboratory Technician,1,Divorced,20490,3,Y,No,16,3,2,80,1,8,5,3,5,2,1,2 37,4197,No,Travel_Rarely,1305,Research & Development,10,4,Life Sciences,1,518,3,Male,49,3,2,Manufacturing Director,2,Single,21123,2,Y,Yes,12,3,4,80,0,18,2,2,1,0,0,1 43,14336,No,Travel_Rarely,982,Research & Development,12,3,Life Sciences,1,520,1,Male,59,2,4,Research Director,2,Divorced,4345,1,Y,No,11,3,3,80,1,25,3,3,25,10,3,9 40,3448,No,Travel_Rarely,555,Research & Development,2,3,Medical,1,521,2,Female,78,2,2,Laboratory Technician,3,Married,13436,6,Y,No,22,4,2,80,1,20,3,3,1,0,0,0 54,19406,No,Travel_Rarely,821,Research & Development,5,2,Medical,1,522,1,Male,86,3,5,Research Director,1,Married,8509,4,Y,No,11,3,3,80,1,24,4,2,4,2,1,2 34,6538,No,Non-Travel,1381,Sales,4,4,Marketing,1,523,3,Female,72,3,2,Sales Executive,3,Married,12740,9,Y,No,15,3,1,80,1,6,3,3,3,2,1,2 31,4306,No,Travel_Rarely,480,Research & Development,7,2,Medical,1,524,2,Female,31,3,2,Manufacturing Director,1,Married,4156,1,Y,No,12,3,2,80,1,13,5,1,13,10,3,12 43,2258,No,Travel_Frequently,313,Research & Development,21,3,Medical,1,525,4,Male,61,3,1,Laboratory Technician,4,Married,15238,7,Y,No,20,4,1,80,1,8,1,3,3,2,1,2 43,4522,No,Travel_Rarely,1473,Research & Development,8,4,Other,1,526,3,Female,74,3,2,Healthcare Representative,3,Divorced,2227,4,Y,Yes,14,3,4,80,0,8,3,3,5,2,0,2 25,4487,No,Travel_Rarely,891,Sales,4,2,Life Sciences,1,527,2,Female,99,2,2,Sales Executive,4,Single,12090,1,Y,Yes,11,3,2,80,0,5,3,3,5,4,1,3 37,4449,No,Non-Travel,1063,Research & Development,25,5,Medical,1,529,2,Female,72,3,2,Research Scientist,3,Married,23866,3,Y,Yes,15,3,1,80,2,15,2,3,13,11,10,7 31,2218,No,Travel_Rarely,329,Research & Development,1,2,Life Sciences,1,530,4,Male,98,2,1,Laboratory Technician,1,Married,16193,1,Y,No,12,3,3,80,1,4,3,3,4,2,3,2 39,19197,No,Travel_Frequently,1218,Research & Development,1,1,Life Sciences,1,531,2,Male,52,3,5,Manager,3,Divorced,8213,1,Y,Yes,14,3,3,80,1,21,3,3,21,8,1,6 56,13212,No,Travel_Frequently,906,Sales,6,3,Life Sciences,1,532,3,Female,86,4,4,Sales Executive,1,Married,18256,9,Y,No,11,3,4,80,3,36,0,2,7,7,7,7 30,6577,No,Travel_Rarely,1082,Sales,12,3,Technical Degree,1,533,2,Female,83,3,2,Sales Executive,3,Single,19558,0,Y,No,11,3,2,80,0,6,6,3,5,4,4,4 41,8392,No,Travel_Rarely,645,Sales,1,3,Marketing,1,534,2,Male,49,4,3,Sales Executive,1,Married,19566,1,Y,No,16,3,3,80,1,10,2,3,10,7,0,7 28,4558,No,Travel_Rarely,1300,Research & Development,17,2,Medical,1,536,3,Male,79,3,2,Laboratory Technician,1,Divorced,13535,1,Y,No,12,3,4,80,1,10,2,3,10,0,1,8 25,4031,Yes,Travel_Rarely,688,Research & Development,3,3,Medical,1,538,1,Male,91,3,1,Laboratory Technician,1,Married,9396,5,Y,No,13,3,3,80,1,6,5,3,2,2,0,2 52,7969,No,Travel_Rarely,319,Research & Development,3,3,Medical,1,543,4,Male,39,2,3,Manufacturing Director,3,Married,19609,2,Y,Yes,14,3,3,80,0,28,4,3,5,4,0,4 45,2654,No,Travel_Rarely,192,Research & Development,10,2,Life Sciences,1,544,1,Male,69,3,1,Research Scientist,4,Married,9655,3,Y,No,21,4,4,80,2,8,3,2,2,2,0,2 52,16555,No,Travel_Rarely,1490,Research & Development,4,2,Life Sciences,1,546,4,Female,30,3,4,Manager,4,Married,10310,2,Y,No,13,3,4,80,0,31,2,1,5,2,1,4 42,4556,No,Travel_Frequently,532,Research & Development,29,2,Life Sciences,1,547,1,Female,92,3,2,Research Scientist,3,Divorced,12932,2,Y,No,11,3,2,80,1,19,3,3,5,4,0,2 30,6091,No,Travel_Rarely,317,Research & Development,2,3,Life Sciences,1,548,3,Female,43,1,2,Manufacturing Director,4,Single,24793,2,Y,No,20,4,3,80,0,11,2,3,5,4,0,2 60,19566,No,Travel_Rarely,422,Research & Development,7,3,Life Sciences,1,549,1,Female,41,3,5,Manager,1,Married,3854,5,Y,No,11,3,4,80,0,33,5,1,29,8,11,10 46,4810,No,Travel_Rarely,1485,Research & Development,18,3,Medical,1,550,3,Female,87,3,2,Manufacturing Director,3,Divorced,26314,2,Y,No,14,3,3,80,1,19,5,2,10,7,0,8 42,4523,No,Travel_Frequently,1368,Research & Development,28,4,Technical Degree,1,551,4,Female,88,2,2,Healthcare Representative,4,Married,4386,0,Y,No,11,3,4,80,3,7,4,4,6,5,0,4 24,3202,Yes,Travel_Rarely,1448,Sales,1,1,Technical Degree,1,554,1,Female,62,3,1,Sales Representative,2,Single,21972,1,Y,Yes,16,3,2,80,0,6,4,3,5,3,1,4 34,2351,Yes,Travel_Frequently,296,Sales,6,2,Marketing,1,555,4,Female,33,1,1,Sales Representative,3,Divorced,12253,0,Y,No,16,3,4,80,1,3,3,2,2,2,1,0 38,1702,No,Travel_Frequently,1490,Research & Development,2,2,Life Sciences,1,556,4,Male,42,3,1,Laboratory Technician,4,Married,12106,1,Y,Yes,23,4,3,80,1,1,3,3,1,0,0,0 40,18041,No,Travel_Rarely,1398,Sales,2,4,Life Sciences,1,558,3,Female,79,3,5,Manager,3,Married,13022,0,Y,No,14,3,4,80,0,21,2,3,20,15,1,12 26,2886,No,Travel_Rarely,1349,Research & Development,23,3,Life Sciences,1,560,1,Female,90,3,1,Research Scientist,4,Divorced,3032,1,Y,No,22,4,2,80,2,3,3,1,3,2,0,2 30,2097,No,Non-Travel,1400,Research & Development,3,3,Life Sciences,1,562,3,Male,53,3,1,Laboratory Technician,4,Married,16734,4,Y,No,15,3,3,80,1,9,3,1,5,3,1,4 29,11935,No,Travel_Rarely,986,Research & Development,3,4,Medical,1,564,2,Male,93,2,3,Research Director,3,Married,21526,1,Y,No,18,3,3,80,0,10,2,3,10,2,0,7 29,2546,Yes,Travel_Rarely,408,Research & Development,25,5,Technical Degree,1,565,3,Female,71,2,1,Research Scientist,2,Married,18300,5,Y,No,16,3,2,80,0,6,2,4,2,2,1,1 19,2564,Yes,Travel_Rarely,489,Human Resources,2,2,Technical Degree,1,566,1,Male,52,2,1,Human Resources,4,Single,18437,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 30,8412,No,Non-Travel,1398,Sales,22,4,Other,1,567,3,Female,69,3,3,Sales Executive,1,Married,2890,0,Y,No,11,3,3,80,0,10,3,3,9,8,7,8 57,14118,No,Travel_Rarely,210,Sales,29,3,Marketing,1,568,1,Male,56,2,4,Manager,4,Divorced,22102,3,Y,No,12,3,3,80,1,32,3,2,1,0,0,0 50,17046,No,Travel_Rarely,1099,Research & Development,29,4,Life Sciences,1,569,2,Male,88,2,4,Manager,3,Married,9314,0,Y,No,15,3,2,80,1,28,2,3,27,10,15,7 30,2564,No,Non-Travel,1116,Research & Development,2,3,Medical,1,571,3,Female,49,3,1,Laboratory Technician,4,Single,7181,0,Y,No,14,3,3,80,0,12,2,2,11,7,6,7 60,10266,No,Travel_Frequently,1499,Sales,28,3,Marketing,1,573,3,Female,80,2,3,Sales Executive,1,Married,2845,4,Y,No,19,3,4,80,0,22,5,4,18,13,13,11 47,5070,No,Travel_Rarely,983,Research & Development,2,2,Medical,1,574,1,Female,65,3,2,Manufacturing Director,4,Divorced,7389,5,Y,No,13,3,3,80,3,20,2,3,5,0,0,4 46,17861,No,Travel_Rarely,1009,Research & Development,2,3,Life Sciences,1,575,1,Male,51,3,4,Research Director,3,Married,2288,6,Y,No,13,3,3,80,0,26,2,1,3,2,0,1 35,4230,No,Travel_Rarely,144,Research & Development,22,3,Life Sciences,1,577,4,Male,46,1,1,Laboratory Technician,3,Single,19225,0,Y,No,15,3,3,80,0,6,2,3,5,4,4,3 54,3780,No,Travel_Rarely,548,Research & Development,8,4,Life Sciences,1,578,3,Female,42,3,2,Laboratory Technician,3,Single,23428,7,Y,No,11,3,3,80,0,19,3,3,1,0,0,0 34,2768,No,Travel_Rarely,1303,Research & Development,2,4,Life Sciences,1,579,4,Male,62,2,1,Research Scientist,3,Divorced,8416,3,Y,No,12,3,3,80,1,14,3,3,7,3,5,7 46,9071,No,Travel_Rarely,1125,Sales,10,3,Marketing,1,580,3,Female,94,2,3,Sales Executive,4,Married,11563,2,Y,Yes,19,3,3,80,1,15,3,3,3,2,1,2 31,10648,No,Travel_Rarely,1274,Research & Development,9,1,Life Sciences,1,581,3,Male,33,3,3,Manufacturing Director,2,Divorced,14394,1,Y,No,25,4,4,80,1,13,6,4,13,8,0,8 33,13610,Yes,Travel_Rarely,1277,Research & Development,15,1,Medical,1,582,2,Male,56,3,3,Manager,3,Married,24619,7,Y,Yes,12,3,4,80,0,15,2,4,7,6,7,7 33,3408,Yes,Travel_Rarely,587,Research & Development,10,1,Medical,1,584,1,Male,38,1,1,Laboratory Technician,4,Divorced,6705,7,Y,No,13,3,1,80,3,8,2,3,4,3,1,3 30,2983,No,Travel_Rarely,413,Sales,7,1,Marketing,1,585,4,Male,57,3,1,Sales Representative,2,Single,18398,0,Y,No,14,3,1,80,0,4,3,3,3,2,1,2 35,7632,No,Travel_Rarely,1276,Research & Development,16,3,Life Sciences,1,586,4,Male,72,3,3,Healthcare Representative,3,Married,14295,4,Y,Yes,12,3,3,80,0,10,2,3,8,7,0,0 31,9824,Yes,Travel_Frequently,534,Research & Development,20,3,Life Sciences,1,587,1,Male,66,3,3,Healthcare Representative,3,Married,22908,3,Y,No,12,3,1,80,0,12,2,3,1,0,0,0 34,9950,Yes,Travel_Frequently,988,Human Resources,23,3,Human Resources,1,590,2,Female,43,3,3,Human Resources,1,Divorced,11533,9,Y,Yes,15,3,3,80,3,11,2,3,3,2,0,2 42,2093,No,Travel_Frequently,1474,Research & Development,5,2,Other,1,591,2,Male,97,3,1,Laboratory Technician,3,Married,9260,4,Y,No,17,3,4,80,1,8,4,3,2,2,2,0 36,9980,No,Non-Travel,635,Sales,10,4,Medical,1,592,2,Male,32,3,3,Sales Executive,4,Single,15318,1,Y,No,14,3,4,80,0,10,3,2,10,3,9,7 22,3894,Yes,Travel_Frequently,1368,Research & Development,4,1,Technical Degree,1,593,3,Male,99,2,1,Laboratory Technician,3,Single,9129,5,Y,No,16,3,3,80,0,4,3,3,2,2,1,2 48,4051,No,Travel_Rarely,163,Sales,2,5,Marketing,1,595,2,Female,37,3,2,Sales Executive,4,Married,19658,2,Y,No,14,3,1,80,1,14,2,3,9,7,6,7 55,16835,No,Travel_Rarely,1117,Sales,18,5,Life Sciences,1,597,1,Female,83,3,4,Manager,2,Single,9873,3,Y,No,23,4,4,80,0,37,2,3,10,9,7,7 41,6230,No,Non-Travel,267,Sales,10,2,Life Sciences,1,599,4,Male,56,3,2,Sales Executive,4,Single,13430,7,Y,No,14,3,4,80,0,16,3,3,14,3,1,10 35,4717,No,Travel_Rarely,619,Sales,1,3,Marketing,1,600,2,Male,85,3,2,Sales Executive,3,Married,18659,9,Y,No,11,3,3,80,0,15,2,3,11,9,6,9 40,13237,No,Travel_Rarely,302,Research & Development,6,3,Life Sciences,1,601,2,Female,75,3,4,Manufacturing Director,3,Single,20364,7,Y,No,15,3,3,80,0,22,3,3,20,6,5,13 39,3755,No,Travel_Frequently,443,Research & Development,8,1,Life Sciences,1,602,3,Female,48,3,1,Laboratory Technician,3,Married,17872,1,Y,No,11,3,1,80,1,8,3,3,8,3,0,7 31,6582,No,Travel_Rarely,828,Sales,2,1,Life Sciences,1,604,2,Male,77,3,2,Sales Executive,4,Single,8346,4,Y,Yes,13,3,3,80,0,10,2,4,6,5,0,5 42,7406,No,Travel_Rarely,319,Research & Development,24,3,Medical,1,605,4,Male,56,3,3,Manufacturing Director,1,Married,6950,1,Y,Yes,21,4,4,80,1,10,5,2,10,9,5,8 45,4805,No,Travel_Rarely,561,Sales,2,3,Other,1,606,4,Male,61,3,2,Sales Executive,2,Married,16177,0,Y,No,19,3,2,80,1,9,3,4,8,7,3,7 26,2741,Yes,Travel_Frequently,426,Human Resources,17,4,Life Sciences,1,608,2,Female,58,3,1,Human Resources,3,Divorced,22808,0,Y,Yes,11,3,2,80,1,8,2,2,7,7,1,0 29,4262,No,Travel_Rarely,232,Research & Development,19,3,Technical Degree,1,611,4,Male,34,3,2,Manufacturing Director,4,Divorced,22645,4,Y,No,12,3,2,80,2,8,2,4,3,2,1,2 33,16184,No,Travel_Rarely,922,Research & Development,1,5,Medical,1,612,1,Female,95,4,4,Research Director,3,Divorced,22578,4,Y,No,19,3,3,80,1,10,2,3,6,1,0,5 31,11557,No,Travel_Rarely,688,Sales,7,3,Life Sciences,1,613,3,Male,44,2,3,Manager,4,Divorced,25291,9,Y,No,21,4,3,80,1,10,3,2,5,4,0,1 18,1878,Yes,Travel_Frequently,1306,Sales,5,3,Marketing,1,614,2,Male,69,3,1,Sales Representative,2,Single,8059,1,Y,Yes,14,3,4,80,0,0,3,3,0,0,0,0 40,10932,No,Non-Travel,1094,Sales,28,3,Other,1,615,3,Male,58,1,3,Sales Executive,1,Divorced,11373,3,Y,No,15,3,3,80,1,20,2,3,1,0,0,1 41,6811,No,Non-Travel,509,Research & Development,2,4,Other,1,616,1,Female,62,2,2,Healthcare Representative,3,Single,2112,2,Y,Yes,17,3,1,80,0,10,3,3,8,7,0,7 26,4306,No,Travel_Rarely,775,Sales,29,2,Medical,1,618,1,Male,45,3,2,Sales Executive,3,Divorced,4267,5,Y,No,12,3,1,80,2,8,5,3,0,0,0,0 35,4859,No,Travel_Rarely,195,Sales,1,3,Medical,1,620,1,Female,80,3,2,Sales Executive,3,Single,6698,1,Y,No,16,3,4,80,0,5,3,3,5,4,0,3 34,5337,No,Travel_Rarely,258,Sales,21,4,Life Sciences,1,621,4,Male,74,4,2,Sales Executive,4,Single,19921,1,Y,No,12,3,4,80,0,10,3,3,10,7,5,7 26,2340,Yes,Travel_Rarely,471,Research & Development,24,3,Technical Degree,1,622,3,Male,66,1,1,Laboratory Technician,4,Single,23213,1,Y,Yes,18,3,2,80,0,1,3,1,1,0,0,0 37,7491,No,Travel_Rarely,799,Research & Development,1,3,Technical Degree,1,623,2,Female,59,3,3,Manufacturing Director,4,Single,23848,4,Y,No,17,3,4,80,0,12,3,4,6,5,1,2 46,10527,No,Travel_Frequently,1034,Research & Development,18,1,Medical,1,624,1,Female,86,3,3,Healthcare Representative,3,Married,8984,5,Y,No,11,3,4,80,0,28,3,2,2,2,1,2 41,16595,No,Travel_Rarely,1276,Sales,2,5,Life Sciences,1,625,2,Female,91,3,4,Manager,1,Married,5626,7,Y,No,16,3,2,80,1,22,2,3,18,16,11,8 37,8834,No,Non-Travel,142,Sales,9,4,Medical,1,626,1,Male,69,3,3,Sales Executive,2,Divorced,24666,1,Y,No,13,3,4,80,1,9,6,3,9,5,7,7 52,5577,No,Travel_Rarely,956,Research & Development,6,2,Technical Degree,1,630,4,Male,78,3,2,Research Scientist,1,Divorced,22087,3,Y,Yes,12,3,2,80,2,18,3,3,10,9,6,9 32,4707,Yes,Non-Travel,1474,Sales,11,4,Other,1,631,4,Male,60,4,2,Sales Executive,3,Married,23914,8,Y,No,12,3,4,80,0,6,2,3,4,2,1,2 24,2400,No,Travel_Frequently,535,Sales,24,3,Medical,1,632,4,Male,38,3,1,Sales Representative,4,Married,5530,0,Y,No,13,3,3,80,2,3,3,3,2,2,2,1 38,9824,No,Travel_Rarely,1495,Research & Development,10,3,Medical,1,634,3,Female,76,3,2,Healthcare Representative,3,Married,22174,3,Y,No,19,3,3,80,1,18,4,3,1,0,0,0 37,6447,No,Travel_Rarely,446,Research & Development,1,4,Life Sciences,1,635,2,Female,65,3,2,Manufacturing Director,2,Married,15701,6,Y,No,12,3,2,80,1,8,2,2,6,5,4,3 49,19502,No,Travel_Rarely,1245,Research & Development,18,4,Life Sciences,1,638,4,Male,58,2,5,Research Director,3,Divorced,2125,1,Y,Yes,17,3,3,80,1,31,5,3,31,9,0,9 24,2725,No,Travel_Rarely,691,Research & Development,23,3,Medical,1,639,2,Male,89,4,1,Research Scientist,4,Married,21630,1,Y,Yes,11,3,2,80,2,6,3,3,6,5,1,4 26,6272,No,Travel_Rarely,703,Sales,28,2,Marketing,1,641,1,Male,66,3,2,Sales Executive,2,Married,7428,1,Y,No,20,4,4,80,2,6,5,4,5,3,1,4 24,2127,No,Travel_Rarely,823,Research & Development,17,2,Other,1,643,4,Male,94,2,1,Laboratory Technician,2,Married,9100,1,Y,No,21,4,4,80,1,1,2,3,1,0,0,0 50,18200,No,Travel_Frequently,1246,Human Resources,3,3,Medical,1,644,1,Male,99,3,5,Manager,2,Married,7999,1,Y,No,11,3,3,80,1,32,2,3,32,5,10,7 25,2096,No,Travel_Rarely,622,Sales,13,1,Medical,1,645,2,Male,40,3,1,Sales Representative,3,Married,26376,1,Y,No,11,3,3,80,0,7,1,3,7,4,0,6 24,2886,Yes,Travel_Frequently,1287,Research & Development,7,3,Life Sciences,1,647,1,Female,55,3,1,Laboratory Technician,3,Married,14168,1,Y,Yes,16,3,4,80,1,6,4,3,6,3,1,2 30,2033,Yes,Travel_Frequently,448,Sales,12,4,Life Sciences,1,648,2,Male,74,2,1,Sales Representative,1,Married,14470,1,Y,No,18,3,3,80,1,1,2,4,1,0,0,0 34,3622,No,Travel_Rarely,254,Research & Development,1,2,Life Sciences,1,649,2,Male,83,2,1,Research Scientist,4,Married,22794,1,Y,Yes,13,3,4,80,1,6,3,3,6,5,1,3 31,4233,Yes,Travel_Rarely,1365,Sales,13,4,Medical,1,650,2,Male,46,3,2,Sales Executive,1,Divorced,11512,2,Y,No,17,3,3,80,0,9,2,1,3,1,1,2 35,3681,No,Travel_Rarely,538,Research & Development,25,2,Other,1,652,1,Male,54,2,2,Laboratory Technician,4,Single,14004,4,Y,No,14,3,4,80,0,9,3,3,3,2,0,2 31,5460,No,Travel_Rarely,525,Sales,6,4,Medical,1,653,1,Male,66,4,2,Sales Executive,4,Divorced,6219,4,Y,No,22,4,4,80,2,13,4,4,7,7,5,7 27,2187,No,Travel_Rarely,798,Research & Development,6,4,Medical,1,655,1,Female,66,2,1,Research Scientist,3,Divorced,5013,0,Y,No,12,3,3,80,2,6,5,2,5,3,0,3 37,9602,No,Travel_Rarely,558,Sales,2,3,Marketing,1,656,4,Male,75,3,2,Sales Executive,3,Married,3010,4,Y,Yes,11,3,3,80,1,17,3,2,3,0,1,0 20,2836,No,Travel_Rarely,959,Research & Development,1,3,Life Sciences,1,657,4,Female,83,2,1,Research Scientist,2,Single,11757,1,Y,No,13,3,4,80,0,1,0,4,1,0,0,0 42,4089,No,Travel_Rarely,622,Research & Development,2,4,Life Sciences,1,659,3,Female,81,3,2,Healthcare Representative,4,Married,5718,1,Y,No,13,3,2,80,2,10,4,3,10,2,2,2 43,16627,No,Travel_Rarely,782,Research & Development,6,4,Other,1,661,2,Male,50,2,4,Research Director,4,Divorced,2671,4,Y,Yes,14,3,3,80,1,21,3,2,1,0,0,0 38,2619,No,Travel_Rarely,362,Research & Development,1,1,Life Sciences,1,662,3,Female,43,3,1,Research Scientist,1,Single,14561,3,Y,No,17,3,4,80,0,8,3,2,0,0,0,0 43,5679,No,Travel_Frequently,1001,Research & Development,9,5,Medical,1,663,4,Male,72,3,2,Laboratory Technician,3,Divorced,19627,3,Y,Yes,13,3,2,80,1,10,3,3,8,7,4,7 48,15402,No,Travel_Rarely,1236,Research & Development,1,4,Life Sciences,1,664,4,Female,40,2,4,Manager,1,Married,17997,7,Y,No,11,3,1,80,1,21,3,1,3,2,0,2 44,5985,No,Travel_Rarely,1112,Human Resources,1,4,Life Sciences,1,665,1,Female,50,2,2,Human Resources,3,Single,26894,4,Y,No,11,3,2,80,0,10,1,4,2,2,0,2 34,2579,No,Travel_Rarely,204,Sales,14,3,Technical Degree,1,666,3,Female,31,3,1,Sales Representative,3,Divorced,2912,1,Y,Yes,18,3,4,80,2,8,3,3,8,2,0,6 27,3041,Yes,Travel_Rarely,1420,Sales,2,1,Marketing,1,667,3,Male,85,3,1,Sales Representative,1,Divorced,16346,0,Y,No,11,3,2,80,1,5,3,3,4,3,0,2 21,3447,No,Travel_Rarely,1343,Sales,22,1,Technical Degree,1,669,3,Male,49,3,1,Sales Representative,3,Single,24444,1,Y,No,11,3,3,80,0,3,2,3,3,2,1,2 44,19513,No,Travel_Rarely,1315,Research & Development,3,4,Other,1,671,4,Male,35,3,5,Manager,4,Married,9358,4,Y,Yes,12,3,1,80,1,26,2,4,2,2,0,1 22,2773,No,Travel_Rarely,604,Research & Development,6,1,Medical,1,675,1,Male,69,3,1,Research Scientist,3,Married,12145,0,Y,No,20,4,4,80,0,3,3,3,2,2,2,2 33,7104,No,Travel_Rarely,1216,Sales,8,4,Marketing,1,677,3,Male,39,3,2,Sales Executive,3,Divorced,20431,0,Y,No,12,3,4,80,0,6,3,3,5,0,1,2 32,6322,No,Travel_Rarely,646,Research & Development,9,4,Life Sciences,1,679,1,Female,92,3,2,Research Scientist,4,Married,18089,1,Y,Yes,12,3,4,80,1,6,2,2,6,4,0,5 30,2083,No,Travel_Frequently,160,Research & Development,3,3,Medical,1,680,3,Female,71,3,1,Research Scientist,3,Divorced,22653,1,Y,No,20,4,3,80,1,1,2,3,1,0,0,0 53,8381,No,Travel_Rarely,238,Sales,1,1,Medical,1,682,4,Female,34,3,2,Sales Executive,1,Single,7507,7,Y,No,20,4,4,80,0,18,2,4,14,7,8,10 34,2691,No,Travel_Rarely,1397,Research & Development,1,5,Life Sciences,1,683,2,Male,42,3,1,Research Scientist,4,Married,7660,1,Y,No,12,3,4,80,1,10,4,2,10,9,8,8 45,4286,Yes,Travel_Frequently,306,Sales,26,4,Life Sciences,1,684,1,Female,100,3,2,Sales Executive,1,Married,5630,2,Y,No,14,3,4,80,2,5,4,3,1,1,0,0 26,2659,No,Travel_Rarely,991,Research & Development,6,3,Life Sciences,1,686,3,Female,71,3,1,Laboratory Technician,4,Married,17759,1,Y,Yes,13,3,3,80,1,3,2,3,3,2,0,2 37,9434,No,Travel_Rarely,482,Research & Development,3,3,Other,1,689,3,Male,36,3,3,Manufacturing Director,3,Married,9606,1,Y,No,15,3,3,80,1,10,2,3,10,7,7,8 29,5561,No,Travel_Rarely,1176,Sales,3,2,Medical,1,690,2,Female,62,3,2,Sales Executive,3,Married,3487,1,Y,No,14,3,1,80,1,6,5,2,6,0,1,2 35,6646,No,Travel_Rarely,1017,Research & Development,6,4,Life Sciences,1,691,2,Male,82,1,2,Research Scientist,4,Single,19368,1,Y,No,13,3,2,80,0,17,3,3,17,11,11,8 33,7725,No,Travel_Frequently,1296,Research & Development,6,3,Life Sciences,1,692,3,Male,30,3,2,Healthcare Representative,4,Divorced,5335,3,Y,No,23,4,3,80,1,15,2,1,13,11,4,7 54,10725,No,Travel_Rarely,397,Human Resources,19,4,Medical,1,698,3,Male,88,3,3,Human Resources,2,Married,6729,2,Y,No,15,3,3,80,1,16,1,4,9,7,7,1 36,8847,No,Travel_Rarely,913,Research & Development,9,2,Medical,1,699,2,Male,48,2,2,Manufacturing Director,2,Divorced,13934,2,Y,Yes,11,3,3,80,1,13,2,3,3,2,0,2 27,2045,No,Travel_Rarely,1115,Research & Development,3,4,Medical,1,700,1,Male,54,2,1,Research Scientist,4,Single,15174,0,Y,No,13,3,4,80,0,5,0,3,4,2,1,1 20,1009,Yes,Travel_Rarely,1362,Research & Development,10,1,Medical,1,701,4,Male,32,3,1,Research Scientist,3,Single,26999,1,Y,Yes,11,3,4,80,0,1,5,3,1,0,1,1 33,3348,Yes,Travel_Frequently,1076,Research & Development,3,3,Life Sciences,1,702,1,Male,70,3,1,Research Scientist,1,Single,3164,1,Y,Yes,11,3,1,80,0,10,3,3,10,8,9,7 35,1281,No,Non-Travel,727,Research & Development,3,3,Life Sciences,1,704,3,Male,41,2,1,Laboratory Technician,3,Married,16900,1,Y,No,18,3,3,80,2,1,3,3,1,0,0,0 23,2819,No,Travel_Rarely,885,Research & Development,4,3,Medical,1,705,1,Male,58,4,1,Research Scientist,1,Married,8544,2,Y,No,16,3,1,80,1,5,3,4,3,2,0,2 25,4851,No,Travel_Rarely,810,Sales,8,3,Life Sciences,1,707,4,Male,57,4,2,Sales Executive,2,Married,15678,0,Y,No,22,4,3,80,1,4,4,3,3,2,1,2 38,4028,No,Travel_Rarely,243,Sales,7,4,Marketing,1,709,4,Female,46,2,2,Sales Executive,4,Single,7791,0,Y,No,20,4,1,80,0,8,2,3,7,7,0,5 29,2720,No,Travel_Frequently,806,Research & Development,1,4,Life Sciences,1,710,2,Male,76,1,1,Research Scientist,4,Divorced,18959,1,Y,No,18,3,4,80,1,10,5,3,10,7,2,8 48,8120,No,Travel_Rarely,817,Sales,2,1,Marketing,1,712,2,Male,56,4,2,Sales Executive,2,Married,18597,3,Y,No,12,3,4,80,0,12,3,3,2,2,2,2 27,4647,No,Travel_Frequently,1410,Sales,3,1,Medical,1,714,4,Female,71,4,2,Sales Executive,4,Divorced,16673,1,Y,Yes,20,4,2,80,2,6,3,3,6,5,0,4 37,4680,No,Travel_Rarely,1225,Research & Development,10,2,Life Sciences,1,715,4,Male,80,4,1,Research Scientist,4,Single,15232,3,Y,No,17,3,1,80,0,4,2,3,1,0,0,0 50,3221,No,Travel_Rarely,1207,Research & Development,28,1,Medical,1,716,4,Male,74,4,1,Laboratory Technician,3,Married,3297,1,Y,Yes,11,3,3,80,3,20,3,3,20,8,3,8 34,8621,No,Travel_Rarely,1442,Research & Development,9,3,Medical,1,717,4,Female,46,2,3,Healthcare Representative,2,Single,17654,1,Y,No,14,3,2,80,0,9,3,4,8,7,7,7 24,4577,Yes,Travel_Rarely,693,Sales,3,2,Life Sciences,1,720,1,Female,65,3,2,Sales Executive,3,Single,24785,9,Y,No,14,3,1,80,0,4,3,3,2,2,2,0 39,4553,No,Travel_Rarely,408,Research & Development,2,4,Technical Degree,1,721,4,Female,80,2,2,Healthcare Representative,3,Single,20978,1,Y,No,11,3,1,80,0,20,4,3,20,7,11,10 32,5396,No,Travel_Rarely,929,Sales,10,3,Marketing,1,722,4,Male,55,3,2,Sales Executive,4,Single,21703,1,Y,No,12,3,4,80,0,10,2,2,10,7,0,8 50,6796,Yes,Travel_Frequently,562,Sales,8,2,Technical Degree,1,723,2,Male,50,3,2,Sales Executive,3,Married,23452,3,Y,Yes,14,3,1,80,1,18,4,3,4,3,1,3 38,7625,No,Travel_Rarely,827,Research & Development,1,4,Life Sciences,1,724,2,Female,33,4,2,Healthcare Representative,4,Single,19383,0,Y,No,13,3,3,80,0,10,4,2,9,7,1,8 27,7412,No,Travel_Rarely,608,Research & Development,1,2,Life Sciences,1,725,3,Female,68,3,3,Manufacturing Director,1,Married,6009,1,Y,No,11,3,4,80,0,9,3,3,9,7,0,7 32,11159,No,Travel_Rarely,1018,Research & Development,3,2,Life Sciences,1,727,3,Female,39,3,3,Research Director,4,Single,19373,3,Y,No,15,3,4,80,0,10,6,3,7,7,7,7 47,4960,No,Travel_Rarely,703,Sales,14,4,Marketing,1,728,4,Male,42,3,2,Sales Executive,1,Single,11825,2,Y,No,12,3,4,80,0,20,2,3,7,7,1,7 40,10475,No,Travel_Frequently,580,Sales,5,4,Life Sciences,1,729,4,Male,48,2,3,Sales Executive,1,Married,23772,5,Y,Yes,21,4,3,80,1,20,2,3,18,13,1,12 53,14814,No,Travel_Rarely,970,Research & Development,7,3,Life Sciences,1,730,3,Male,59,4,4,Research Director,3,Married,13514,3,Y,No,19,3,3,80,0,32,3,3,5,1,1,3 41,19141,No,Travel_Rarely,427,Human Resources,10,4,Human Resources,1,731,2,Male,73,2,5,Manager,4,Divorced,8861,3,Y,No,15,3,2,80,3,23,2,2,21,6,12,6 60,5405,No,Travel_Rarely,1179,Sales,16,4,Marketing,1,732,1,Male,84,3,2,Sales Executive,1,Single,11924,8,Y,No,14,3,4,80,0,10,1,3,2,2,2,2 27,8793,No,Travel_Frequently,294,Research & Development,10,2,Life Sciences,1,733,4,Male,32,3,3,Manufacturing Director,1,Divorced,4809,1,Y,No,21,4,3,80,2,9,4,2,9,7,1,7 41,19189,No,Travel_Rarely,314,Human Resources,1,3,Human Resources,1,734,4,Male,59,2,5,Manager,3,Married,19562,1,Y,No,12,3,2,80,1,22,3,3,22,7,2,10 50,3875,No,Travel_Rarely,316,Sales,8,4,Marketing,1,738,4,Male,54,3,1,Sales Representative,2,Married,9983,7,Y,No,15,3,4,80,1,4,2,3,2,2,2,2 28,2216,Yes,Travel_Rarely,654,Research & Development,1,2,Life Sciences,1,741,1,Female,67,1,1,Research Scientist,2,Single,3872,7,Y,Yes,13,3,4,80,0,10,4,3,7,7,3,7 36,11713,No,Non-Travel,427,Research & Development,8,3,Life Sciences,1,742,1,Female,63,4,3,Research Director,1,Married,20335,9,Y,No,14,3,1,80,1,10,2,3,8,7,0,5 38,7861,No,Travel_Rarely,168,Research & Development,1,3,Life Sciences,1,743,3,Female,81,3,3,Manufacturing Director,3,Single,15397,4,Y,Yes,14,3,4,80,0,10,4,4,1,0,0,0 44,3708,No,Non-Travel,381,Research & Development,24,3,Medical,1,744,1,Male,49,1,1,Laboratory Technician,3,Single,2104,2,Y,No,14,3,3,80,0,9,5,3,5,2,1,4 47,13770,No,Travel_Frequently,217,Sales,3,3,Medical,1,746,4,Female,49,3,4,Sales Executive,3,Divorced,10225,9,Y,Yes,12,3,4,80,2,28,2,2,22,2,11,13 30,5304,No,Travel_Rarely,501,Sales,27,5,Marketing,1,747,3,Male,99,3,2,Sales Executive,4,Divorced,25275,7,Y,No,23,4,4,80,1,10,2,2,8,7,7,7 29,2642,No,Travel_Rarely,1396,Sales,10,3,Life Sciences,1,749,3,Male,99,3,1,Sales Representative,3,Single,2755,1,Y,No,11,3,3,80,0,1,6,3,1,0,0,0 42,2759,Yes,Travel_Frequently,933,Research & Development,19,3,Medical,1,752,3,Male,57,4,1,Research Scientist,3,Divorced,20366,6,Y,Yes,12,3,4,80,0,7,2,3,2,2,2,2 43,6804,No,Travel_Frequently,775,Sales,15,3,Life Sciences,1,754,4,Male,47,2,2,Sales Executive,4,Married,23683,3,Y,No,18,3,3,80,1,7,5,3,2,2,2,2 34,6142,No,Travel_Rarely,970,Research & Development,8,2,Medical,1,757,2,Female,96,3,2,Healthcare Representative,3,Single,7360,3,Y,No,11,3,4,80,0,10,2,3,5,1,4,3 23,2500,No,Travel_Rarely,650,Research & Development,9,1,Medical,1,758,2,Male,37,3,1,Laboratory Technician,1,Married,4344,1,Y,No,14,3,4,80,1,5,2,4,4,3,0,2 39,6389,No,Travel_Rarely,141,Human Resources,3,3,Human Resources,1,760,3,Female,44,4,2,Human Resources,2,Married,18767,9,Y,No,15,3,3,80,1,12,3,1,8,3,3,6 56,11103,No,Travel_Rarely,832,Research & Development,9,3,Medical,1,762,3,Male,81,3,4,Healthcare Representative,4,Married,20420,7,Y,No,11,3,3,80,0,30,1,2,10,7,1,1 40,2342,No,Travel_Rarely,804,Research & Development,2,1,Medical,1,763,4,Female,86,2,1,Research Scientist,4,Single,22929,0,Y,Yes,20,4,4,80,0,5,2,2,4,2,2,3 27,6811,No,Travel_Rarely,975,Research & Development,7,3,Medical,1,764,4,Female,55,2,2,Healthcare Representative,1,Single,23398,8,Y,No,19,3,1,80,0,9,2,1,7,6,0,7 29,2297,No,Travel_Rarely,1090,Sales,10,3,Marketing,1,766,4,Male,83,3,1,Sales Representative,2,Divorced,17967,1,Y,No,14,3,4,80,2,2,2,3,2,2,2,2 53,2450,No,Travel_Rarely,346,Research & Development,6,3,Life Sciences,1,769,4,Male,86,3,2,Laboratory Technician,4,Single,10919,2,Y,No,17,3,4,80,0,19,4,3,2,2,2,2 35,5093,No,Non-Travel,1225,Research & Development,2,4,Life Sciences,1,771,4,Female,61,3,2,Healthcare Representative,1,Divorced,4761,2,Y,No,11,3,1,80,1,16,2,4,1,0,0,0 32,5309,No,Travel_Frequently,430,Research & Development,24,4,Life Sciences,1,772,1,Male,80,3,2,Laboratory Technician,4,Married,21146,1,Y,No,15,3,4,80,2,10,2,3,10,8,4,7 38,3057,No,Travel_Rarely,268,Research & Development,2,5,Medical,1,773,4,Male,92,3,1,Research Scientist,3,Married,20471,6,Y,Yes,13,3,2,80,1,6,0,1,1,0,0,1 34,5121,No,Travel_Rarely,167,Research & Development,8,5,Life Sciences,1,775,2,Female,32,3,2,Manufacturing Director,1,Divorced,4187,3,Y,No,14,3,3,80,1,7,3,3,0,0,0,0 52,16856,No,Travel_Rarely,621,Sales,3,4,Marketing,1,776,3,Male,31,2,4,Manager,1,Married,10084,1,Y,No,11,3,1,80,0,34,3,4,34,6,1,16 33,2686,Yes,Travel_Rarely,527,Research & Development,1,4,Other,1,780,4,Male,63,3,1,Research Scientist,4,Single,5207,1,Y,Yes,13,3,3,80,0,10,2,2,10,9,7,8 25,6180,No,Travel_Rarely,883,Sales,26,1,Medical,1,781,3,Female,32,3,2,Sales Executive,4,Single,22807,1,Y,No,23,4,2,80,0,6,5,2,6,5,1,4 45,6632,No,Travel_Rarely,954,Sales,2,2,Technical Degree,1,783,2,Male,46,1,2,Sales Representative,3,Single,12388,0,Y,No,13,3,1,80,0,9,3,3,8,7,3,1 23,3505,No,Travel_Rarely,310,Research & Development,10,1,Medical,1,784,1,Male,79,4,1,Research Scientist,3,Single,19630,1,Y,No,18,3,4,80,0,2,3,3,2,2,0,2 47,6397,Yes,Travel_Frequently,719,Sales,27,2,Life Sciences,1,785,2,Female,77,4,2,Sales Executive,3,Single,10339,4,Y,Yes,12,3,4,80,0,8,2,3,5,4,1,3 34,6274,No,Travel_Rarely,304,Sales,2,3,Other,1,786,4,Male,60,3,2,Sales Executive,4,Single,18686,1,Y,No,22,4,3,80,0,6,5,3,6,5,1,4 55,19859,Yes,Travel_Rarely,725,Research & Development,2,3,Medical,1,787,4,Male,78,3,5,Manager,1,Married,21199,5,Y,Yes,13,3,4,80,1,24,2,3,5,2,1,4 36,7587,No,Non-Travel,1434,Sales,8,4,Life Sciences,1,789,1,Male,76,2,3,Sales Executive,1,Single,14229,1,Y,No,15,3,2,80,0,10,1,3,10,7,0,9 52,4258,No,Non-Travel,715,Research & Development,19,4,Medical,1,791,4,Male,41,3,1,Research Scientist,4,Married,26589,0,Y,No,18,3,1,80,1,5,3,3,4,3,1,2 26,4364,No,Travel_Frequently,575,Research & Development,1,2,Life Sciences,1,792,1,Female,71,1,1,Laboratory Technician,4,Divorced,5288,3,Y,No,14,3,1,80,1,5,2,3,2,2,2,0 29,4335,No,Travel_Rarely,657,Research & Development,27,3,Medical,1,793,2,Female,66,3,2,Healthcare Representative,3,Married,25549,4,Y,No,12,3,1,80,1,11,3,2,8,7,1,1 26,5326,Yes,Travel_Rarely,1146,Sales,8,3,Technical Degree,1,796,4,Male,38,2,2,Sales Executive,1,Single,3064,6,Y,No,17,3,3,80,0,6,2,2,4,3,1,2 34,3280,No,Travel_Rarely,182,Research & Development,1,4,Life Sciences,1,797,2,Female,72,4,1,Research Scientist,4,Single,13551,2,Y,No,16,3,3,80,0,10,2,3,4,2,1,3 54,5485,No,Travel_Rarely,376,Research & Development,19,4,Medical,1,799,4,Female,95,3,2,Manufacturing Director,1,Divorced,22670,9,Y,Yes,11,3,2,80,2,9,4,3,5,3,1,4 27,4342,No,Travel_Frequently,829,Sales,8,1,Marketing,1,800,3,Male,84,3,2,Sales Executive,4,Married,24008,0,Y,No,19,3,2,80,1,5,3,3,4,2,1,1 37,2782,No,Travel_Rarely,571,Research & Development,10,1,Life Sciences,1,802,4,Female,82,3,1,Research Scientist,1,Divorced,19905,0,Y,Yes,13,3,2,80,2,6,3,2,5,3,4,3 38,5980,No,Travel_Frequently,240,Research & Development,2,4,Life Sciences,1,803,1,Female,75,4,2,Manufacturing Director,1,Single,26085,6,Y,Yes,12,3,4,80,0,17,2,3,15,7,4,12 34,4381,No,Travel_Rarely,121,Research & Development,2,4,Medical,1,804,3,Female,86,2,1,Research Scientist,1,Single,7530,1,Y,No,11,3,3,80,0,6,3,3,6,5,1,3 35,2572,No,Travel_Rarely,384,Sales,8,4,Life Sciences,1,805,1,Female,72,3,1,Sales Representative,4,Married,20317,1,Y,No,16,3,2,80,1,3,1,2,3,2,0,2 30,3833,No,Travel_Rarely,921,Research & Development,1,3,Life Sciences,1,806,4,Male,38,1,1,Laboratory Technician,3,Married,24375,3,Y,No,21,4,3,80,2,7,2,3,2,2,0,2 40,4244,No,Travel_Frequently,791,Research & Development,2,2,Medical,1,807,3,Female,38,4,2,Healthcare Representative,2,Married,9931,1,Y,No,24,4,4,80,1,8,2,3,8,7,3,7 34,6500,No,Travel_Rarely,1111,Sales,8,2,Life Sciences,1,808,3,Female,93,3,2,Sales Executive,1,Married,13305,5,Y,No,17,3,2,80,1,6,1,3,3,2,1,2 42,18430,No,Travel_Frequently,570,Research & Development,8,3,Life Sciences,1,809,2,Male,66,3,5,Manager,4,Divorced,16225,1,Y,No,13,3,2,80,1,24,4,2,24,7,14,9 23,1601,Yes,Travel_Rarely,1243,Research & Development,6,3,Life Sciences,1,811,3,Male,63,4,1,Laboratory Technician,1,Married,3445,1,Y,Yes,21,4,3,80,2,1,2,3,0,0,0,0 24,2694,No,Non-Travel,1092,Research & Development,9,3,Life Sciences,1,812,3,Male,60,2,1,Laboratory Technician,2,Divorced,26551,1,Y,No,11,3,3,80,3,1,4,3,1,0,0,0 52,3149,No,Travel_Rarely,1325,Research & Development,11,4,Life Sciences,1,813,4,Female,82,3,2,Laboratory Technician,3,Married,21821,8,Y,No,20,4,2,80,1,9,3,3,5,2,1,4 50,17639,No,Travel_Rarely,691,Research & Development,2,3,Medical,1,815,3,Male,64,3,4,Research Director,3,Married,6881,5,Y,No,16,3,4,80,0,30,3,3,4,3,0,3 29,2319,Yes,Travel_Rarely,805,Research & Development,1,2,Life Sciences,1,816,2,Female,36,2,1,Laboratory Technician,1,Married,6689,1,Y,Yes,11,3,4,80,1,1,1,3,1,0,0,0 33,11691,No,Travel_Rarely,213,Research & Development,7,3,Medical,1,817,3,Male,49,3,3,Research Director,3,Married,25995,0,Y,No,11,3,4,80,0,14,3,4,13,9,3,7 33,5324,Yes,Travel_Rarely,118,Sales,16,3,Marketing,1,819,1,Female,69,3,2,Sales Executive,1,Single,26507,5,Y,No,15,3,3,80,0,6,3,3,3,2,0,2 47,16752,No,Travel_Rarely,202,Research & Development,2,2,Other,1,820,3,Female,33,3,4,Manager,4,Married,12982,1,Y,Yes,11,3,3,80,1,26,3,2,26,14,3,0 36,5228,No,Travel_Rarely,676,Research & Development,1,3,Other,1,823,3,Female,35,3,2,Manufacturing Director,2,Married,23361,0,Y,No,15,3,1,80,1,10,2,3,9,7,0,5 29,2700,No,Travel_Rarely,1252,Research & Development,23,2,Life Sciences,1,824,3,Male,81,4,1,Research Scientist,3,Married,23779,1,Y,No,24,4,3,80,1,10,3,3,10,7,0,7 58,19246,Yes,Travel_Rarely,286,Research & Development,2,4,Life Sciences,1,825,4,Male,31,3,5,Research Director,2,Single,25761,7,Y,Yes,12,3,4,80,0,40,2,3,31,15,13,8 35,2506,No,Travel_Rarely,1258,Research & Development,1,4,Life Sciences,1,826,4,Female,40,4,1,Research Scientist,3,Single,13301,3,Y,No,13,3,3,80,0,7,0,3,2,2,2,2 42,6062,No,Travel_Rarely,932,Research & Development,1,2,Life Sciences,1,827,4,Female,43,2,2,Manufacturing Director,4,Married,4051,9,Y,Yes,13,3,4,80,1,8,4,3,4,3,0,2 28,4382,Yes,Travel_Rarely,890,Research & Development,2,4,Medical,1,828,3,Male,46,3,1,Research Scientist,3,Single,16374,6,Y,No,17,3,4,80,0,5,3,2,2,2,2,1 36,2143,No,Travel_Rarely,1041,Human Resources,13,3,Human Resources,1,829,3,Male,36,3,1,Human Resources,2,Married,25527,4,Y,No,13,3,2,80,1,8,2,3,5,2,0,4 32,6162,No,Travel_Rarely,859,Research & Development,4,3,Life Sciences,1,830,3,Female,98,2,2,Manufacturing Director,3,Married,19124,1,Y,No,12,3,3,80,1,14,3,3,14,13,6,8 40,5094,No,Travel_Frequently,720,Research & Development,16,4,Medical,1,832,1,Male,51,2,2,Laboratory Technician,3,Single,11983,6,Y,No,14,3,4,80,0,10,6,3,1,0,0,0 30,6877,No,Travel_Rarely,946,Research & Development,2,3,Medical,1,833,3,Female,52,2,2,Manufacturing Director,4,Single,20234,5,Y,Yes,24,4,2,80,0,12,4,2,0,0,0,0 45,2274,No,Travel_Rarely,252,Research & Development,2,3,Life Sciences,1,834,2,Female,95,2,1,Research Scientist,3,Single,6153,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 42,4434,No,Travel_Rarely,933,Research & Development,29,3,Life Sciences,1,836,2,Male,98,3,2,Manufacturing Director,2,Married,11806,1,Y,No,13,3,4,80,1,10,3,2,9,8,7,8 38,6288,No,Travel_Frequently,471,Research & Development,12,3,Life Sciences,1,837,1,Male,45,2,2,Healthcare Representative,1,Divorced,4284,2,Y,No,15,3,3,80,1,13,3,2,4,3,1,2 34,2553,No,Travel_Frequently,702,Research & Development,16,4,Life Sciences,1,838,3,Female,100,2,1,Research Scientist,4,Single,8306,1,Y,No,16,3,3,80,0,6,3,3,5,2,1,3 49,7654,Yes,Travel_Rarely,1184,Sales,11,3,Marketing,1,840,3,Female,43,3,3,Sales Executive,4,Married,5860,1,Y,No,18,3,1,80,2,9,3,4,9,8,7,7 55,5160,Yes,Travel_Rarely,436,Sales,2,1,Medical,1,842,3,Male,37,3,2,Sales Executive,4,Single,21519,4,Y,No,16,3,3,80,0,12,3,2,9,7,7,3 43,17159,No,Travel_Rarely,589,Research & Development,14,2,Life Sciences,1,843,2,Male,94,3,4,Research Director,1,Married,5200,6,Y,No,24,4,3,80,1,22,3,3,4,1,1,0 27,12808,No,Travel_Rarely,269,Research & Development,5,1,Technical Degree,1,844,3,Male,42,2,3,Research Director,4,Divorced,8842,1,Y,Yes,16,3,2,80,1,9,3,3,9,8,0,8 35,10221,No,Travel_Rarely,950,Research & Development,7,3,Other,1,845,3,Male,59,3,3,Manufacturing Director,3,Single,18869,3,Y,No,21,4,2,80,0,17,3,4,8,5,1,6 28,4779,No,Travel_Rarely,760,Sales,2,4,Marketing,1,846,2,Female,81,3,2,Sales Executive,2,Married,3698,1,Y,Yes,20,4,1,80,0,8,2,3,8,7,7,5 34,3737,No,Travel_Rarely,829,Human Resources,3,2,Human Resources,1,847,3,Male,88,3,1,Human Resources,4,Married,2243,0,Y,No,19,3,3,80,1,4,1,1,3,2,0,2 26,2366,Yes,Travel_Frequently,887,Research & Development,5,2,Medical,1,848,3,Female,88,2,1,Research Scientist,3,Married,20898,1,Y,Yes,14,3,1,80,1,8,2,3,8,7,1,7 27,1706,No,Non-Travel,443,Research & Development,3,3,Medical,1,850,4,Male,50,3,1,Research Scientist,4,Married,16571,1,Y,No,11,3,3,80,3,0,6,2,0,0,0,0 51,16307,No,Travel_Rarely,1318,Sales,26,4,Marketing,1,851,1,Female,66,3,4,Manager,3,Married,5594,2,Y,No,14,3,3,80,1,29,2,2,20,6,4,17 44,5933,No,Travel_Rarely,625,Research & Development,4,3,Medical,1,852,4,Male,50,3,2,Healthcare Representative,2,Single,5197,9,Y,No,12,3,4,80,0,10,2,2,5,2,2,3 25,3424,No,Travel_Rarely,180,Research & Development,2,1,Medical,1,854,1,Male,65,4,1,Research Scientist,1,Single,21632,7,Y,No,13,3,3,80,0,6,3,2,4,3,0,1 33,4037,No,Travel_Rarely,586,Sales,1,3,Medical,1,855,1,Male,48,4,2,Sales Executive,1,Divorced,21816,1,Y,No,22,4,1,80,1,9,5,3,9,8,0,8 35,2559,No,Travel_Rarely,1343,Research & Development,27,1,Medical,1,856,3,Female,53,2,1,Research Scientist,1,Single,17852,1,Y,No,11,3,4,80,0,6,3,2,6,5,1,1 36,6201,No,Travel_Rarely,928,Sales,1,2,Life Sciences,1,857,2,Male,56,3,2,Sales Executive,4,Married,2823,1,Y,Yes,14,3,4,80,1,18,1,2,18,14,4,11 32,4403,No,Travel_Rarely,117,Sales,13,4,Life Sciences,1,859,2,Male,73,3,2,Sales Executive,4,Divorced,9250,2,Y,No,11,3,3,80,1,8,3,2,5,2,0,3 30,3761,No,Travel_Frequently,1012,Research & Development,5,4,Life Sciences,1,861,2,Male,75,2,1,Research Scientist,4,Divorced,2373,9,Y,No,12,3,2,80,1,10,3,2,5,4,0,3 53,10934,No,Travel_Rarely,661,Sales,7,2,Marketing,1,862,1,Female,78,2,3,Sales Executive,4,Married,20715,7,Y,Yes,18,3,4,80,1,35,3,3,5,2,0,4 45,10761,No,Travel_Rarely,930,Sales,9,3,Marketing,1,864,4,Male,74,3,3,Sales Executive,1,Divorced,19239,4,Y,Yes,12,3,3,80,1,18,2,3,5,4,0,2 32,5175,No,Travel_Rarely,638,Research & Development,8,2,Medical,1,865,3,Female,91,4,2,Research Scientist,3,Married,22162,5,Y,No,12,3,3,80,1,9,3,2,5,3,1,3 52,13826,No,Travel_Frequently,890,Research & Development,25,4,Medical,1,867,3,Female,81,2,4,Manufacturing Director,4,Married,19028,3,Y,No,22,4,3,80,0,31,3,3,9,8,0,0 37,6334,No,Travel_Rarely,342,Sales,16,4,Marketing,1,868,4,Male,66,2,2,Sales Executive,3,Divorced,24558,4,Y,No,19,3,4,80,2,9,2,3,1,0,0,0 28,4936,No,Travel_Rarely,1169,Human Resources,8,2,Medical,1,869,2,Male,63,2,1,Human Resources,4,Divorced,23965,1,Y,No,13,3,4,80,1,6,6,3,5,1,0,4 22,4775,No,Travel_Rarely,1230,Research & Development,1,2,Life Sciences,1,872,4,Male,33,2,2,Manufacturing Director,4,Married,19146,6,Y,No,22,4,1,80,2,4,2,1,2,2,2,2 44,2818,No,Travel_Rarely,986,Research & Development,8,4,Life Sciences,1,874,1,Male,62,4,1,Laboratory Technician,4,Married,5044,2,Y,Yes,24,4,3,80,1,10,2,2,3,2,0,2 42,2515,No,Travel_Frequently,1271,Research & Development,2,1,Medical,1,875,2,Male,35,3,1,Research Scientist,4,Single,9068,5,Y,Yes,14,3,4,80,0,8,2,3,2,1,2,2 36,2342,No,Travel_Rarely,1278,Human Resources,8,3,Life Sciences,1,878,1,Male,77,2,1,Human Resources,1,Married,8635,0,Y,No,21,4,3,80,0,6,3,3,5,4,0,3 25,4194,No,Travel_Rarely,141,Sales,3,1,Other,1,879,3,Male,98,3,2,Sales Executive,1,Married,14363,1,Y,Yes,18,3,4,80,0,5,3,3,5,3,0,3 35,10685,No,Travel_Rarely,607,Research & Development,9,3,Life Sciences,1,880,4,Female,66,2,3,Manufacturing Director,3,Married,23457,1,Y,Yes,20,4,2,80,1,17,2,3,17,14,5,15 35,2022,Yes,Travel_Frequently,130,Research & Development,25,4,Life Sciences,1,881,4,Female,96,3,1,Research Scientist,2,Divorced,16612,1,Y,Yes,19,3,1,80,1,10,3,2,10,2,7,8 32,2314,No,Non-Travel,300,Research & Development,1,3,Life Sciences,1,882,4,Male,61,3,1,Laboratory Technician,4,Divorced,9148,0,Y,No,12,3,2,80,1,4,2,3,3,0,0,2 25,4256,No,Travel_Rarely,583,Sales,4,1,Marketing,1,885,3,Male,87,2,2,Sales Executive,1,Married,18154,1,Y,No,12,3,1,80,0,5,1,4,5,2,0,3 49,3580,No,Travel_Rarely,1418,Research & Development,1,3,Technical Degree,1,887,3,Female,36,3,1,Research Scientist,1,Married,10554,2,Y,No,16,3,2,80,1,7,2,3,4,2,0,2 24,3162,No,Non-Travel,1269,Research & Development,4,1,Life Sciences,1,888,1,Male,46,2,1,Laboratory Technician,4,Married,10778,0,Y,No,17,3,4,80,0,6,2,2,5,2,3,4 32,6524,No,Travel_Frequently,379,Sales,5,2,Life Sciences,1,889,2,Male,48,3,2,Sales Executive,2,Married,8891,1,Y,No,14,3,4,80,1,10,3,3,10,8,5,3 38,2899,No,Travel_Rarely,395,Sales,9,3,Marketing,1,893,2,Male,98,2,1,Sales Representative,2,Married,12102,0,Y,No,19,3,4,80,1,3,3,3,2,2,1,2 42,5231,No,Travel_Rarely,1265,Research & Development,3,3,Life Sciences,1,894,3,Female,95,4,2,Laboratory Technician,4,Married,23726,2,Y,Yes,13,3,2,80,1,17,1,2,5,3,1,3 31,2356,No,Travel_Rarely,1222,Research & Development,11,4,Life Sciences,1,895,4,Male,48,3,1,Research Scientist,4,Married,14871,3,Y,Yes,19,3,2,80,1,8,2,3,6,4,0,2 29,2800,Yes,Travel_Rarely,341,Sales,1,3,Medical,1,896,2,Female,48,2,1,Sales Representative,3,Divorced,23522,6,Y,Yes,19,3,3,80,3,5,3,3,3,2,0,2 53,11836,No,Travel_Rarely,868,Sales,8,3,Marketing,1,897,1,Male,73,3,4,Sales Executive,4,Married,22789,5,Y,No,14,3,3,80,1,28,3,3,2,0,2,2 35,10903,No,Travel_Rarely,672,Research & Development,25,3,Technical Degree,1,899,4,Male,78,2,3,Manufacturing Director,2,Married,9129,3,Y,No,16,3,1,80,0,16,2,3,13,10,4,8 37,2973,No,Travel_Frequently,1231,Sales,21,2,Medical,1,900,3,Female,54,3,1,Sales Representative,4,Married,21222,5,Y,No,15,3,2,80,1,10,3,3,5,4,0,0 53,14275,No,Travel_Rarely,102,Research & Development,23,4,Life Sciences,1,901,4,Female,72,3,4,Research Director,4,Single,20206,6,Y,No,18,3,3,80,0,33,0,3,12,9,3,8 43,5562,No,Travel_Frequently,422,Research & Development,1,3,Life Sciences,1,902,4,Female,33,3,2,Healthcare Representative,4,Married,21782,4,Y,No,13,3,2,80,1,12,2,2,5,2,2,2 47,4537,No,Travel_Rarely,249,Sales,2,2,Marketing,1,903,3,Female,35,3,2,Sales Executive,4,Married,17783,0,Y,Yes,22,4,1,80,1,8,2,3,7,6,7,7 37,7642,No,Non-Travel,1252,Sales,19,2,Medical,1,904,1,Male,32,3,3,Sales Executive,2,Single,4814,1,Y,Yes,13,3,4,80,0,10,2,3,10,0,0,9 50,17924,No,Non-Travel,881,Research & Development,2,4,Life Sciences,1,905,1,Male,98,3,4,Manager,1,Divorced,4544,1,Y,No,11,3,4,80,1,31,3,3,31,6,14,7 39,5204,No,Travel_Rarely,1383,Human Resources,2,3,Life Sciences,1,909,4,Female,42,2,2,Human Resources,4,Married,7790,8,Y,No,11,3,3,80,2,13,2,3,5,4,0,4 33,2277,No,Travel_Rarely,1075,Human Resources,3,2,Human Resources,1,910,4,Male,57,3,1,Human Resources,2,Divorced,22650,3,Y,Yes,11,3,3,80,1,7,4,4,4,3,0,3 32,2795,Yes,Travel_Rarely,374,Research & Development,25,4,Life Sciences,1,911,1,Male,87,3,1,Laboratory Technician,4,Single,18016,1,Y,Yes,24,4,3,80,0,1,2,1,1,0,0,1 29,2532,No,Travel_Rarely,1086,Research & Development,7,1,Medical,1,912,1,Female,62,2,1,Laboratory Technician,4,Divorced,6054,6,Y,No,14,3,3,80,3,8,5,3,4,3,0,3 44,2559,No,Travel_Rarely,661,Research & Development,9,2,Life Sciences,1,913,2,Male,61,3,1,Research Scientist,1,Married,7508,1,Y,Yes,13,3,4,80,0,8,0,3,8,7,7,1 28,4908,No,Travel_Rarely,821,Sales,5,4,Medical,1,916,1,Male,98,3,2,Sales Executive,4,Single,24252,1,Y,No,14,3,2,80,0,4,3,3,4,2,0,2 58,2380,Yes,Travel_Frequently,781,Research & Development,2,1,Life Sciences,1,918,4,Male,57,2,1,Laboratory Technician,4,Divorced,13384,9,Y,Yes,14,3,4,80,1,3,3,2,1,0,0,0 43,4765,No,Travel_Rarely,177,Research & Development,8,3,Life Sciences,1,920,1,Female,55,3,2,Manufacturing Director,2,Divorced,23814,4,Y,No,21,4,3,80,1,4,2,4,1,0,0,0 20,2044,Yes,Travel_Rarely,500,Sales,2,3,Medical,1,922,3,Female,49,2,1,Sales Representative,3,Single,22052,1,Y,No,13,3,4,80,0,2,3,2,2,2,0,2 21,2693,Yes,Travel_Rarely,1427,Research & Development,18,1,Other,1,923,4,Female,65,3,1,Research Scientist,4,Single,8870,1,Y,No,19,3,1,80,0,1,3,2,1,0,0,0 36,6586,No,Travel_Rarely,1425,Research & Development,14,1,Life Sciences,1,924,3,Male,68,3,2,Healthcare Representative,4,Married,4821,0,Y,Yes,17,3,1,80,1,17,2,2,16,8,4,11 47,3294,No,Travel_Rarely,1454,Sales,2,4,Life Sciences,1,925,4,Female,65,2,1,Sales Representative,4,Single,13137,1,Y,Yes,18,3,1,80,0,3,3,2,3,2,1,2 22,4171,Yes,Travel_Rarely,617,Research & Development,3,1,Life Sciences,1,926,2,Female,34,3,2,Manufacturing Director,3,Married,10022,0,Y,Yes,19,3,1,80,1,4,3,4,3,2,0,2 41,2778,Yes,Travel_Rarely,1085,Research & Development,2,4,Life Sciences,1,927,2,Female,57,1,1,Laboratory Technician,4,Divorced,17725,4,Y,Yes,13,3,3,80,1,10,1,2,7,7,1,0 28,2377,No,Travel_Rarely,995,Research & Development,9,3,Medical,1,930,3,Female,77,3,1,Research Scientist,3,Divorced,9834,5,Y,No,18,3,2,80,1,6,2,3,2,2,2,2 39,2404,Yes,Travel_Rarely,1122,Research & Development,6,3,Medical,1,932,4,Male,70,3,1,Laboratory Technician,1,Married,4303,7,Y,Yes,21,4,4,80,0,8,2,1,2,2,2,2 27,2318,No,Travel_Rarely,618,Research & Development,4,3,Life Sciences,1,933,2,Female,76,3,1,Research Scientist,3,Single,17808,1,Y,No,19,3,3,80,0,1,2,3,1,1,0,0 34,2008,No,Travel_Rarely,546,Research & Development,10,3,Life Sciences,1,934,2,Male,83,3,1,Laboratory Technician,2,Divorced,6896,1,Y,No,14,3,2,80,2,1,3,3,1,0,1,0 42,6244,No,Travel_Rarely,462,Sales,14,2,Medical,1,936,3,Female,68,2,2,Sales Executive,3,Single,7824,7,Y,No,17,3,1,80,0,10,6,3,5,4,0,3 33,2799,No,Travel_Rarely,1198,Research & Development,1,4,Other,1,939,3,Male,100,2,1,Research Scientist,1,Single,3339,3,Y,Yes,11,3,2,80,0,6,1,3,3,2,0,2 58,10552,No,Travel_Rarely,1272,Research & Development,5,3,Technical Degree,1,940,3,Female,37,2,3,Healthcare Representative,2,Divorced,9255,2,Y,Yes,13,3,4,80,1,24,3,3,6,0,0,4 31,2329,No,Travel_Rarely,154,Sales,7,4,Life Sciences,1,941,2,Male,41,2,1,Sales Representative,3,Married,11737,3,Y,No,15,3,2,80,0,13,2,4,7,7,5,2 35,4014,No,Travel_Rarely,1137,Research & Development,21,1,Life Sciences,1,942,4,Female,51,3,2,Healthcare Representative,4,Married,19170,1,Y,Yes,25,4,4,80,1,10,2,1,10,6,0,7 49,7403,No,Travel_Rarely,527,Research & Development,8,2,Other,1,944,1,Female,51,3,3,Laboratory Technician,2,Married,22477,4,Y,No,11,3,3,80,1,29,3,2,26,9,1,7 48,2259,No,Travel_Rarely,1469,Research & Development,20,4,Medical,1,945,4,Male,51,3,1,Research Scientist,3,Married,5543,4,Y,No,17,3,1,80,2,13,2,2,0,0,0,0 31,6932,No,Non-Travel,1188,Sales,20,2,Marketing,1,947,4,Female,45,3,2,Sales Executive,3,Married,24406,1,Y,No,13,3,4,80,1,9,2,2,9,8,0,0 36,4678,No,Travel_Rarely,188,Research & Development,7,4,Other,1,949,2,Male,65,3,1,Research Scientist,4,Single,23293,2,Y,No,18,3,3,80,0,8,6,3,6,2,0,1 38,13582,No,Travel_Rarely,1333,Research & Development,1,3,Technical Degree,1,950,4,Female,80,3,3,Research Director,1,Married,16292,1,Y,No,13,3,2,80,1,15,3,3,15,12,5,11 32,2332,No,Non-Travel,1184,Research & Development,1,3,Life Sciences,1,951,3,Female,70,2,1,Laboratory Technician,2,Married,3974,6,Y,No,20,4,3,80,0,5,3,3,3,0,0,2 25,2413,Yes,Travel_Rarely,867,Sales,19,2,Marketing,1,952,3,Male,36,2,1,Sales Representative,2,Married,18798,1,Y,Yes,18,3,3,80,3,1,2,3,1,0,0,0 40,9705,No,Travel_Rarely,658,Sales,10,4,Marketing,1,954,1,Male,67,2,3,Sales Executive,2,Divorced,20652,2,Y,No,12,3,2,80,1,11,2,2,1,0,0,0 26,4294,No,Travel_Frequently,1283,Sales,1,3,Medical,1,956,3,Male,52,2,2,Sales Executive,1,Single,11148,1,Y,No,12,3,2,80,0,7,2,3,7,7,0,7 41,4721,No,Travel_Rarely,263,Research & Development,6,3,Medical,1,957,4,Male,59,3,1,Laboratory Technician,1,Single,3119,2,Y,Yes,13,3,3,80,0,20,3,3,18,13,2,17 36,2519,No,Travel_Rarely,938,Research & Development,2,4,Medical,1,958,3,Male,79,3,1,Laboratory Technician,3,Single,12287,4,Y,No,21,4,3,80,0,16,6,3,11,8,3,9 19,2121,Yes,Travel_Rarely,419,Sales,21,3,Other,1,959,4,Male,37,2,1,Sales Representative,2,Single,9947,1,Y,Yes,13,3,2,80,0,1,3,4,1,0,0,0 20,2973,Yes,Travel_Rarely,129,Research & Development,4,3,Technical Degree,1,960,1,Male,84,3,1,Laboratory Technician,1,Single,13008,1,Y,No,19,3,2,80,0,1,2,3,1,0,0,0 31,5855,No,Travel_Rarely,616,Research & Development,12,3,Medical,1,961,4,Female,41,3,2,Healthcare Representative,4,Married,17369,0,Y,Yes,11,3,3,80,2,10,2,1,9,7,8,5 40,3617,No,Travel_Frequently,1469,Research & Development,9,4,Medical,1,964,4,Male,35,3,1,Research Scientist,2,Divorced,25063,8,Y,Yes,14,3,4,80,1,3,2,3,1,1,0,0 32,6725,No,Travel_Rarely,498,Research & Development,3,4,Medical,1,966,3,Female,93,3,2,Manufacturing Director,1,Married,13554,1,Y,No,12,3,3,80,1,8,2,4,8,7,6,3 36,10325,Yes,Travel_Rarely,530,Sales,3,1,Life Sciences,1,967,3,Male,51,2,3,Sales Executive,4,Married,5518,1,Y,Yes,11,3,1,80,1,16,6,3,16,7,3,7 33,6949,No,Travel_Rarely,1069,Research & Development,1,3,Life Sciences,1,969,2,Female,42,2,2,Healthcare Representative,4,Single,12291,0,Y,No,14,3,1,80,0,6,3,3,5,0,1,4 37,10609,Yes,Travel_Rarely,625,Sales,1,4,Life Sciences,1,970,1,Male,46,2,3,Sales Executive,3,Married,14922,5,Y,No,11,3,3,80,0,17,2,1,14,1,11,7 45,4447,No,Non-Travel,805,Research & Development,4,2,Life Sciences,1,972,3,Male,57,3,2,Laboratory Technician,2,Married,23163,1,Y,No,12,3,2,80,0,9,5,2,9,7,0,8 29,2157,No,Travel_Frequently,1404,Sales,20,3,Technical Degree,1,974,3,Female,84,3,1,Sales Representative,4,Married,18203,1,Y,No,15,3,2,80,1,3,5,3,3,1,0,2 35,4601,No,Travel_Rarely,1219,Sales,18,3,Medical,1,975,3,Female,86,3,2,Sales Executive,3,Married,6179,1,Y,No,16,3,2,80,0,5,3,3,5,2,1,0 52,17099,No,Travel_Rarely,1053,Research & Development,1,2,Life Sciences,1,976,4,Male,70,3,4,Manager,4,Married,13829,2,Y,No,15,3,2,80,1,26,2,2,9,8,7,8 58,2479,Yes,Travel_Rarely,289,Research & Development,2,3,Technical Degree,1,977,4,Male,51,3,1,Research Scientist,3,Single,26227,4,Y,No,24,4,1,80,0,7,4,3,1,0,0,0 53,14852,No,Travel_Rarely,1376,Sales,2,2,Medical,1,981,3,Male,45,3,4,Manager,3,Divorced,13938,6,Y,No,13,3,3,80,1,22,3,4,17,13,15,2 30,7264,No,Travel_Rarely,231,Sales,8,2,Other,1,982,3,Male,62,3,3,Sales Executive,3,Divorced,9977,5,Y,No,11,3,1,80,1,10,2,4,8,4,7,7 38,5666,No,Non-Travel,152,Sales,10,3,Technical Degree,1,983,3,Female,85,3,2,Sales Executive,4,Single,19899,1,Y,Yes,13,3,2,80,0,6,1,3,5,3,1,3 35,7823,No,Travel_Rarely,882,Sales,3,4,Life Sciences,1,984,4,Male,92,3,3,Sales Executive,4,Divorced,6812,6,Y,No,13,3,2,80,1,12,2,3,10,9,0,8 39,7880,No,Travel_Rarely,903,Sales,2,5,Life Sciences,1,985,1,Male,41,4,3,Sales Executive,3,Single,2560,0,Y,No,18,3,4,80,0,9,3,3,8,7,0,7 40,13194,Yes,Non-Travel,1479,Sales,24,3,Life Sciences,1,986,2,Female,100,4,4,Sales Executive,2,Single,17071,4,Y,Yes,16,3,4,80,0,22,2,2,1,0,0,0 47,5067,No,Travel_Frequently,1379,Research & Development,16,4,Medical,1,987,3,Male,64,4,2,Manufacturing Director,3,Divorced,6759,1,Y,Yes,19,3,3,80,0,20,3,4,19,10,2,7 36,5079,No,Non-Travel,1229,Sales,8,4,Technical Degree,1,990,1,Male,84,3,2,Sales Executive,4,Divorced,25952,4,Y,No,13,3,4,80,2,12,3,3,7,7,0,7 31,2321,Yes,Non-Travel,335,Research & Development,9,2,Medical,1,991,3,Male,46,2,1,Research Scientist,1,Single,10322,0,Y,Yes,22,4,1,80,0,4,0,3,3,2,1,2 33,17444,No,Non-Travel,722,Sales,17,3,Life Sciences,1,992,4,Male,38,3,4,Manager,3,Single,20489,1,Y,No,11,3,4,80,0,10,2,3,10,8,6,0 29,2404,Yes,Travel_Rarely,906,Research & Development,10,3,Life Sciences,1,994,4,Female,92,2,1,Research Scientist,1,Single,11479,6,Y,Yes,20,4,3,80,0,3,5,3,0,0,0,0 33,3452,No,Travel_Rarely,461,Research & Development,13,1,Life Sciences,1,995,2,Female,53,3,1,Research Scientist,4,Single,17241,3,Y,No,18,3,1,80,0,5,4,3,3,2,0,2 45,2270,No,Travel_Rarely,974,Research & Development,1,4,Medical,1,996,4,Female,91,3,1,Laboratory Technician,4,Divorced,11005,3,Y,No,14,3,4,80,2,8,2,3,5,3,0,2 50,17399,No,Travel_Rarely,1126,Research & Development,1,2,Medical,1,997,4,Male,66,3,4,Research Director,4,Divorced,6615,9,Y,No,22,4,3,80,1,32,1,2,5,4,1,3 33,5488,No,Travel_Frequently,827,Research & Development,1,4,Other,1,998,3,Female,84,4,2,Healthcare Representative,2,Married,20161,1,Y,Yes,13,3,1,80,1,6,2,3,6,5,1,2 41,19419,No,Travel_Frequently,840,Research & Development,9,3,Medical,1,999,1,Male,64,3,5,Research Director,3,Divorced,3735,2,Y,No,17,3,2,80,1,21,2,4,18,16,0,11 27,2811,No,Travel_Rarely,1134,Research & Development,16,4,Technical Degree,1,1001,3,Female,37,3,1,Laboratory Technician,2,Married,12086,9,Y,No,14,3,2,80,1,4,2,3,2,2,2,2 45,3633,No,Non-Travel,248,Research & Development,23,2,Life Sciences,1,1002,4,Male,42,3,2,Laboratory Technician,1,Married,14039,1,Y,Yes,15,3,3,80,1,9,2,3,9,8,0,8 47,4163,No,Travel_Rarely,955,Sales,4,2,Life Sciences,1,1003,4,Female,83,3,2,Sales Executive,4,Single,8571,1,Y,Yes,17,3,3,80,0,9,0,3,9,0,0,7 30,2132,Yes,Travel_Rarely,138,Research & Development,22,3,Life Sciences,1,1004,1,Female,48,3,1,Research Scientist,3,Married,11539,4,Y,Yes,11,3,2,80,0,7,2,3,5,2,0,1 50,13973,No,Travel_Rarely,939,Research & Development,24,3,Life Sciences,1,1005,4,Male,95,3,4,Manufacturing Director,3,Married,4161,3,Y,Yes,18,3,4,80,1,22,2,3,12,11,1,5 38,2684,No,Travel_Frequently,1391,Research & Development,10,1,Medical,1,1006,3,Male,66,3,1,Research Scientist,3,Married,12127,0,Y,No,17,3,2,80,1,3,0,2,2,1,0,2 46,10845,No,Travel_Rarely,566,Research & Development,7,2,Medical,1,1007,4,Male,75,3,3,Manufacturing Director,3,Divorced,24208,6,Y,No,13,3,2,80,1,13,3,3,8,7,0,7 24,4377,No,Travel_Rarely,1206,Research & Development,17,1,Medical,1,1009,4,Female,41,2,2,Manufacturing Director,3,Divorced,24117,1,Y,No,15,3,2,80,2,5,6,3,4,2,3,2 35,3743,Yes,Travel_Rarely,622,Research & Development,14,4,Other,1,1010,3,Male,39,2,1,Laboratory Technician,2,Divorced,10074,1,Y,Yes,24,4,4,80,1,5,2,1,4,2,0,2 31,4148,No,Travel_Frequently,853,Research & Development,1,1,Life Sciences,1,1011,3,Female,96,3,2,Manufacturing Director,1,Married,11275,1,Y,No,12,3,3,80,1,4,1,3,4,3,0,3 18,1051,No,Non-Travel,287,Research & Development,5,2,Life Sciences,1,1012,2,Male,73,3,1,Research Scientist,4,Single,13493,1,Y,No,15,3,4,80,0,0,2,3,0,0,0,0 54,10739,No,Travel_Rarely,1441,Research & Development,17,3,Technical Degree,1,1013,3,Female,56,3,3,Manufacturing Director,3,Married,13943,8,Y,No,11,3,3,80,1,22,2,3,10,7,0,8 35,10388,No,Travel_Rarely,583,Research & Development,25,4,Medical,1,1014,3,Female,57,3,3,Healthcare Representative,3,Divorced,6975,1,Y,Yes,11,3,3,80,1,16,3,2,16,10,10,1 30,11416,No,Travel_Rarely,153,Research & Development,8,2,Life Sciences,1,1015,2,Female,73,4,3,Research Director,1,Married,17802,0,Y,Yes,12,3,3,80,3,9,4,2,8,7,1,7 20,2600,Yes,Travel_Rarely,1097,Research & Development,11,3,Medical,1,1016,4,Female,98,2,1,Research Scientist,1,Single,18275,1,Y,Yes,15,3,1,80,0,1,2,3,1,0,0,0 30,2422,Yes,Travel_Frequently,109,Research & Development,5,3,Medical,1,1017,2,Female,60,3,1,Laboratory Technician,2,Single,25725,0,Y,No,17,3,1,80,0,4,3,3,3,2,1,2 26,5472,No,Travel_Rarely,1066,Research & Development,2,2,Medical,1,1018,4,Male,32,4,2,Manufacturing Director,4,Married,3334,1,Y,No,12,3,2,80,0,8,2,3,8,7,1,3 22,2451,No,Travel_Rarely,217,Research & Development,8,1,Life Sciences,1,1019,2,Male,94,1,1,Laboratory Technician,1,Married,6881,1,Y,No,15,3,1,80,1,4,3,2,4,3,1,1 48,4240,No,Travel_Rarely,277,Research & Development,6,3,Life Sciences,1,1022,1,Male,97,2,2,Healthcare Representative,3,Single,13119,2,Y,No,13,3,4,80,0,19,0,3,2,2,2,2 48,10999,No,Travel_Rarely,1355,Research & Development,4,4,Life Sciences,1,1024,3,Male,78,2,3,Healthcare Representative,3,Single,22245,7,Y,No,14,3,2,80,0,27,3,3,15,11,4,8 41,5003,No,Travel_Rarely,549,Research & Development,7,2,Medical,1,1025,4,Female,42,3,2,Manufacturing Director,3,Single,23371,6,Y,No,14,3,2,80,0,8,6,3,2,2,2,1 39,12742,No,Travel_Rarely,466,Research & Development,1,1,Life Sciences,1,1026,4,Female,65,2,4,Manufacturing Director,4,Married,7060,1,Y,No,16,3,3,80,1,21,3,3,21,6,11,8 27,4227,No,Travel_Rarely,1055,Research & Development,2,4,Life Sciences,1,1027,1,Female,47,3,2,Manufacturing Director,4,Married,4658,0,Y,No,18,3,2,80,1,4,2,3,3,2,2,2 35,3917,No,Travel_Rarely,802,Research & Development,10,3,Other,1,1028,2,Male,45,3,1,Laboratory Technician,4,Divorced,9541,1,Y,No,20,4,1,80,1,3,4,2,3,2,1,2 42,18303,No,Travel_Rarely,265,Sales,5,2,Marketing,1,1029,4,Male,90,3,5,Manager,3,Married,7770,6,Y,No,13,3,2,80,0,21,3,4,1,0,0,0 50,2380,No,Travel_Rarely,804,Research & Development,9,3,Life Sciences,1,1030,1,Male,64,3,1,Laboratory Technician,4,Married,20165,4,Y,No,18,3,2,80,0,8,5,3,1,0,0,0 59,13726,No,Travel_Rarely,715,Research & Development,2,3,Life Sciences,1,1032,3,Female,69,2,4,Manufacturing Director,4,Single,21829,3,Y,Yes,13,3,1,80,0,30,4,3,5,3,4,3 37,4777,Yes,Travel_Rarely,1141,Research & Development,11,2,Medical,1,1033,1,Female,61,1,2,Healthcare Representative,2,Married,14382,5,Y,No,15,3,1,80,0,15,2,1,1,0,0,0 55,6385,No,Travel_Frequently,135,Research & Development,18,4,Medical,1,1034,3,Male,62,3,2,Healthcare Representative,2,Married,12992,3,Y,Yes,14,3,4,80,2,17,3,3,8,7,6,7 41,19973,No,Non-Travel,247,Research & Development,7,1,Life Sciences,1,1035,2,Female,55,1,5,Research Director,3,Divorced,20284,1,Y,No,22,4,2,80,2,21,3,3,21,16,5,10 38,6861,No,Travel_Rarely,1035,Sales,3,4,Life Sciences,1,1036,2,Male,42,3,2,Sales Executive,4,Single,4981,8,Y,Yes,12,3,3,80,0,19,1,3,1,0,0,0 26,4969,Yes,Non-Travel,265,Sales,29,2,Medical,1,1037,2,Male,79,1,2,Sales Executive,1,Single,21813,8,Y,No,18,3,4,80,0,7,6,3,2,2,2,2 52,19845,Yes,Travel_Rarely,266,Sales,2,1,Marketing,1,1038,1,Female,57,1,5,Manager,4,Married,25846,1,Y,No,15,3,4,80,1,33,3,3,32,14,6,9 44,13320,No,Travel_Rarely,1448,Sales,28,3,Medical,1,1039,4,Female,53,4,4,Sales Executive,4,Married,11737,3,Y,Yes,18,3,3,80,1,23,2,3,12,11,11,11 50,6347,No,Non-Travel,145,Sales,1,3,Life Sciences,1,1040,4,Female,95,3,2,Sales Executive,3,Married,24920,0,Y,No,12,3,1,80,1,19,3,3,18,7,0,13 36,2743,Yes,Travel_Rarely,885,Research & Development,16,4,Life Sciences,1,1042,3,Female,43,4,1,Laboratory Technician,1,Single,8269,1,Y,No,16,3,3,80,0,18,1,3,17,13,15,14 39,10880,No,Travel_Frequently,945,Research & Development,22,3,Medical,1,1043,4,Female,82,3,3,Manufacturing Director,1,Single,5083,1,Y,Yes,13,3,3,80,0,21,2,3,21,6,2,8 33,2342,No,Non-Travel,1038,Sales,8,1,Life Sciences,1,1044,2,Female,88,2,1,Sales Representative,4,Single,21437,0,Y,No,19,3,4,80,0,3,2,2,2,2,2,2 45,17650,No,Travel_Rarely,1234,Sales,11,2,Life Sciences,1,1045,4,Female,90,3,4,Manager,4,Married,5404,3,Y,No,13,3,2,80,1,26,4,4,9,3,1,1 32,4025,No,Non-Travel,1109,Research & Development,29,4,Medical,1,1046,4,Female,69,3,1,Laboratory Technician,3,Single,11135,9,Y,No,12,3,2,80,0,10,2,3,8,7,7,7 34,9725,No,Travel_Rarely,216,Sales,1,4,Marketing,1,1047,2,Male,75,4,2,Sales Executive,4,Divorced,12278,0,Y,No,11,3,4,80,1,16,2,2,15,1,0,9 59,11904,No,Travel_Rarely,1089,Sales,1,2,Technical Degree,1,1048,2,Male,66,3,3,Manager,4,Married,11038,3,Y,Yes,14,3,3,80,1,14,1,1,6,4,0,4 45,2177,No,Travel_Rarely,788,Human Resources,24,4,Medical,1,1049,2,Male,36,3,1,Human Resources,2,Single,8318,1,Y,No,16,3,1,80,0,6,3,3,6,3,0,4 53,7525,No,Travel_Frequently,124,Sales,2,3,Marketing,1,1050,3,Female,38,2,3,Sales Executive,2,Married,23537,2,Y,No,12,3,1,80,1,30,2,3,15,7,6,12 36,4834,Yes,Travel_Rarely,660,Research & Development,15,3,Other,1,1052,1,Male,81,3,2,Laboratory Technician,3,Divorced,7858,7,Y,No,14,3,2,80,1,9,3,2,1,0,0,0 26,2042,Yes,Travel_Frequently,342,Research & Development,2,3,Life Sciences,1,1053,1,Male,57,3,1,Research Scientist,1,Married,15346,6,Y,Yes,14,3,2,80,1,6,2,3,3,2,1,2 34,2220,No,Travel_Rarely,1333,Sales,10,4,Life Sciences,1,1055,3,Female,87,3,1,Sales Representative,3,Married,18410,1,Y,Yes,19,3,4,80,1,1,2,3,1,1,0,0 28,1052,No,Travel_Rarely,1144,Sales,10,1,Medical,1,1056,4,Male,74,3,1,Sales Representative,2,Married,23384,1,Y,No,22,4,2,80,0,1,5,3,1,0,0,0 38,2821,No,Travel_Frequently,1186,Research & Development,3,4,Other,1,1060,3,Male,44,3,1,Research Scientist,3,Married,2997,3,Y,No,16,3,1,80,1,8,2,3,2,2,2,2 50,19237,No,Travel_Rarely,1464,Research & Development,2,4,Medical,1,1061,2,Male,62,3,5,Research Director,3,Married,12853,2,Y,Yes,11,3,4,80,1,29,2,2,8,1,7,7 37,4107,No,Travel_Rarely,124,Research & Development,3,3,Other,1,1062,4,Female,35,3,2,Healthcare Representative,2,Single,13848,3,Y,No,15,3,1,80,0,8,3,2,4,3,0,1 40,8396,No,Travel_Rarely,300,Sales,26,3,Marketing,1,1066,3,Male,74,3,2,Sales Executive,1,Married,22217,1,Y,No,14,3,2,80,1,8,3,2,7,7,7,5 26,2007,No,Travel_Frequently,921,Research & Development,1,1,Medical,1,1068,1,Female,66,2,1,Research Scientist,3,Divorced,25265,1,Y,No,13,3,3,80,2,5,5,3,5,3,1,3 46,19627,No,Travel_Rarely,430,Research & Development,1,4,Medical,1,1069,4,Male,40,3,5,Research Director,4,Divorced,21445,9,Y,No,17,3,4,80,2,23,0,3,2,2,2,2 54,10686,No,Travel_Rarely,1082,Sales,2,4,Life Sciences,1,1070,3,Female,41,2,3,Sales Executive,3,Married,8392,6,Y,No,11,3,2,80,1,13,4,3,9,4,7,0 56,2942,No,Travel_Frequently,1240,Research & Development,9,3,Medical,1,1071,1,Female,63,3,1,Research Scientist,3,Married,12154,2,Y,No,19,3,2,80,1,18,4,3,5,4,0,3 36,8858,No,Travel_Rarely,796,Research & Development,12,5,Medical,1,1073,4,Female,51,2,3,Manufacturing Director,4,Single,15669,0,Y,No,11,3,2,80,0,15,2,2,14,8,7,8 55,16756,No,Non-Travel,444,Research & Development,2,1,Medical,1,1074,3,Male,40,2,4,Manager,1,Single,17323,7,Y,No,15,3,2,80,0,31,3,4,9,7,6,2 43,10798,No,Travel_Rarely,415,Sales,25,3,Medical,1,1076,3,Male,79,2,3,Sales Executive,4,Divorced,5268,5,Y,No,13,3,3,80,1,18,5,3,1,0,0,0 20,2323,Yes,Travel_Frequently,769,Sales,9,3,Marketing,1,1077,4,Female,54,3,1,Sales Representative,4,Single,17205,1,Y,Yes,14,3,2,80,0,2,3,3,2,2,0,2 21,1416,Yes,Travel_Rarely,1334,Research & Development,10,3,Life Sciences,1,1079,3,Female,36,2,1,Laboratory Technician,1,Single,17258,1,Y,No,13,3,1,80,0,1,6,2,1,0,1,0 46,4615,No,Travel_Rarely,1003,Research & Development,8,4,Life Sciences,1,1080,4,Female,74,2,2,Research Scientist,1,Divorced,21029,8,Y,Yes,23,4,1,80,3,19,2,3,16,13,1,7 51,2461,Yes,Travel_Rarely,1323,Research & Development,4,4,Life Sciences,1,1081,1,Male,34,3,1,Research Scientist,3,Married,10332,9,Y,Yes,12,3,3,80,3,18,2,4,10,0,2,7 28,8722,Yes,Non-Travel,1366,Research & Development,24,2,Technical Degree,1,1082,2,Male,72,2,3,Healthcare Representative,1,Single,12355,1,Y,No,12,3,1,80,0,10,2,2,10,7,1,9 26,3955,No,Travel_Rarely,192,Research & Development,1,2,Medical,1,1083,1,Male,59,2,1,Laboratory Technician,1,Married,11141,1,Y,No,16,3,1,80,2,6,2,3,5,3,1,3 30,9957,No,Travel_Rarely,1176,Research & Development,20,3,Other,1,1084,3,Male,85,3,2,Manufacturing Director,1,Married,9096,0,Y,No,15,3,3,80,1,7,1,2,6,2,0,2 41,3376,No,Travel_Rarely,509,Research & Development,7,2,Technical Degree,1,1085,2,Female,43,4,1,Research Scientist,3,Married,18863,1,Y,No,13,3,3,80,0,10,3,3,10,6,0,8 38,8823,No,Travel_Rarely,330,Research & Development,17,1,Life Sciences,1,1088,3,Female,65,2,3,Healthcare Representative,3,Married,24608,0,Y,No,18,3,1,80,1,20,4,2,19,9,1,9 40,10322,No,Travel_Rarely,1492,Research & Development,20,4,Technical Degree,1,1092,1,Male,61,3,3,Healthcare Representative,4,Married,26542,4,Y,No,20,4,4,80,1,14,6,3,11,10,11,1 27,4621,No,Non-Travel,1277,Research & Development,8,5,Life Sciences,1,1094,1,Male,87,1,1,Laboratory Technician,3,Married,5869,1,Y,No,19,3,4,80,3,3,4,3,3,2,1,2 55,10976,No,Travel_Frequently,1091,Research & Development,2,1,Life Sciences,1,1096,4,Male,65,3,3,Manufacturing Director,2,Married,15813,3,Y,No,18,3,2,80,1,23,4,3,3,2,1,2 28,3660,No,Travel_Rarely,857,Research & Development,10,3,Other,1,1097,3,Female,59,3,2,Research Scientist,3,Single,7909,3,Y,No,13,3,4,80,0,10,4,4,8,7,1,7 44,10482,Yes,Travel_Rarely,1376,Human Resources,1,2,Medical,1,1098,2,Male,91,2,3,Human Resources,1,Married,2326,9,Y,No,14,3,4,80,1,24,1,3,20,6,3,6 33,7119,No,Travel_Rarely,654,Research & Development,5,3,Life Sciences,1,1099,4,Male,34,2,3,Healthcare Representative,4,Divorced,21214,4,Y,No,15,3,3,80,1,9,2,3,3,2,1,2 35,9582,Yes,Travel_Rarely,1204,Sales,4,3,Technical Degree,1,1100,4,Male,86,3,3,Sales Executive,1,Single,10333,0,Y,Yes,22,4,1,80,0,9,2,3,8,7,4,7 33,4508,Yes,Travel_Frequently,827,Research & Development,29,4,Medical,1,1101,1,Female,54,2,2,Research Scientist,3,Single,3129,1,Y,No,22,4,2,80,0,14,4,3,13,7,3,8 28,2207,No,Travel_Rarely,895,Research & Development,15,2,Life Sciences,1,1102,1,Male,50,3,1,Laboratory Technician,3,Divorced,22482,1,Y,No,16,3,4,80,1,4,5,2,4,2,2,2 34,7756,No,Travel_Frequently,618,Research & Development,3,1,Life Sciences,1,1103,1,Male,45,3,2,Healthcare Representative,4,Single,22266,0,Y,No,17,3,3,80,0,7,1,2,6,2,0,4 37,6694,No,Travel_Rarely,309,Sales,10,4,Life Sciences,1,1105,4,Female,88,2,2,Sales Executive,4,Divorced,24223,2,Y,Yes,14,3,3,80,3,8,5,3,1,0,0,0 25,3691,Yes,Travel_Rarely,1219,Research & Development,4,1,Technical Degree,1,1106,4,Male,32,3,1,Laboratory Technician,4,Married,4605,1,Y,Yes,15,3,2,80,1,7,3,4,7,7,5,6 26,2377,Yes,Travel_Rarely,1330,Research & Development,21,3,Medical,1,1107,1,Male,37,3,1,Laboratory Technician,3,Divorced,19373,1,Y,No,20,4,3,80,1,1,0,2,1,1,0,0 33,2313,Yes,Travel_Rarely,1017,Research & Development,25,3,Medical,1,1108,1,Male,55,2,1,Research Scientist,2,Single,2993,4,Y,Yes,20,4,2,80,0,5,0,3,2,2,2,2 42,17665,No,Travel_Rarely,469,Research & Development,2,2,Medical,1,1109,4,Male,35,3,4,Manager,1,Married,14399,0,Y,No,17,3,4,80,1,23,3,3,22,6,13,7 28,2596,Yes,Travel_Frequently,1009,Research & Development,1,3,Medical,1,1111,1,Male,45,2,1,Laboratory Technician,2,Divorced,7160,1,Y,No,15,3,1,80,2,1,2,3,1,0,0,0 50,4728,Yes,Travel_Frequently,959,Sales,1,4,Other,1,1113,4,Male,81,3,2,Sales Executive,3,Single,17251,3,Y,Yes,14,3,4,80,0,5,4,3,0,0,0,0 33,4302,No,Travel_Frequently,970,Sales,7,3,Life Sciences,1,1114,4,Female,30,3,2,Sales Executive,2,Married,13401,0,Y,No,17,3,3,80,1,4,3,3,3,2,0,2 34,2979,No,Non-Travel,697,Research & Development,3,4,Life Sciences,1,1115,3,Male,40,2,1,Research Scientist,4,Married,22478,3,Y,No,17,3,4,80,3,6,2,3,0,0,0,0 48,16885,No,Non-Travel,1262,Research & Development,1,4,Medical,1,1116,1,Male,35,4,4,Manager,4,Single,16154,2,Y,No,22,4,3,80,0,27,3,2,5,4,2,1 45,5593,No,Non-Travel,1050,Sales,9,4,Life Sciences,1,1117,2,Female,65,2,2,Sales Executive,3,Married,17970,1,Y,No,13,3,4,80,1,15,2,3,15,10,4,12 52,10445,No,Travel_Rarely,994,Research & Development,7,4,Life Sciences,1,1118,2,Male,87,3,3,Healthcare Representative,2,Single,15322,7,Y,No,19,3,4,80,0,18,4,3,8,6,4,0 38,8740,No,Travel_Rarely,770,Sales,10,4,Marketing,1,1119,3,Male,73,2,3,Sales Executive,3,Divorced,5569,0,Y,Yes,14,3,2,80,2,9,2,3,8,7,2,7 29,2514,No,Travel_Rarely,1107,Research & Development,28,4,Life Sciences,1,1120,3,Female,93,3,1,Research Scientist,4,Divorced,26968,4,Y,No,22,4,1,80,1,11,1,3,7,5,1,7 28,7655,No,Travel_Rarely,950,Research & Development,3,3,Medical,1,1121,4,Female,93,3,3,Manufacturing Director,2,Divorced,8039,0,Y,No,17,3,2,80,3,10,3,2,9,7,1,7 46,17465,No,Travel_Rarely,406,Sales,3,1,Marketing,1,1124,1,Male,52,3,4,Manager,3,Married,15596,3,Y,No,12,3,4,80,1,23,3,3,12,9,4,9 38,7351,No,Travel_Rarely,130,Sales,2,2,Marketing,1,1125,4,Male,32,3,3,Sales Executive,2,Single,20619,7,Y,No,16,3,3,80,0,10,2,3,1,0,0,0 43,10820,No,Travel_Frequently,1082,Research & Development,27,3,Life Sciences,1,1126,3,Female,83,3,3,Manufacturing Director,1,Married,11535,8,Y,No,11,3,3,80,1,18,1,3,8,7,0,1 39,12169,Yes,Travel_Frequently,203,Research & Development,2,3,Life Sciences,1,1127,1,Male,84,3,4,Healthcare Representative,4,Divorced,13547,7,Y,No,11,3,4,80,3,21,4,3,18,7,11,5 40,19626,No,Travel_Rarely,1308,Research & Development,14,3,Medical,1,1128,3,Male,44,2,5,Research Director,3,Single,17544,1,Y,No,14,3,1,80,0,21,2,4,20,7,4,9 21,2070,No,Travel_Rarely,984,Research & Development,1,1,Technical Degree,1,1131,4,Female,70,2,1,Research Scientist,2,Single,25326,1,Y,Yes,11,3,3,80,0,2,6,4,2,2,2,2 39,6782,No,Non-Travel,439,Research & Development,9,3,Life Sciences,1,1132,3,Male,70,3,2,Laboratory Technician,2,Single,8770,9,Y,No,15,3,3,80,0,9,2,2,5,4,0,3 36,7779,No,Non-Travel,217,Research & Development,18,4,Life Sciences,1,1133,1,Male,78,3,2,Manufacturing Director,4,Single,23238,2,Y,No,20,4,1,80,0,18,0,3,11,9,0,9 31,2791,No,Travel_Frequently,793,Sales,20,3,Life Sciences,1,1135,3,Male,67,4,1,Sales Representative,4,Married,21981,0,Y,No,12,3,1,80,1,3,4,3,2,2,2,2 28,3201,No,Travel_Rarely,1451,Research & Development,2,1,Life Sciences,1,1136,1,Male,67,2,1,Research Scientist,2,Married,19911,0,Y,No,17,3,1,80,0,6,2,1,5,3,0,4 35,4968,No,Travel_Frequently,1182,Sales,11,2,Marketing,1,1137,4,Male,54,3,2,Sales Executive,4,Divorced,18500,1,Y,No,11,3,4,80,1,5,3,3,5,2,0,2 49,13120,No,Travel_Rarely,174,Sales,8,4,Technical Degree,1,1138,4,Male,56,2,4,Sales Executive,2,Married,11879,6,Y,No,17,3,2,80,1,22,3,3,9,8,2,3 34,4033,No,Travel_Frequently,1003,Research & Development,2,2,Life Sciences,1,1140,4,Male,95,3,2,Manufacturing Director,3,Single,15834,2,Y,No,11,3,4,80,0,5,3,2,3,2,0,2 29,3291,No,Travel_Frequently,490,Research & Development,10,3,Life Sciences,1,1143,4,Female,61,3,1,Research Scientist,2,Divorced,17940,0,Y,No,14,3,4,80,2,8,2,2,7,5,1,1 42,4272,No,Travel_Rarely,188,Research & Development,29,3,Medical,1,1148,2,Male,56,1,2,Laboratory Technician,4,Single,9558,4,Y,No,19,3,1,80,0,16,3,3,1,0,0,0 29,5056,No,Travel_Rarely,718,Research & Development,8,1,Medical,1,1150,2,Male,79,2,2,Manufacturing Director,4,Married,17689,1,Y,Yes,15,3,3,80,1,10,2,2,10,7,1,2 38,2844,No,Travel_Rarely,433,Human Resources,1,3,Human Resources,1,1152,3,Male,37,4,1,Human Resources,3,Married,6004,1,Y,No,13,3,4,80,1,7,2,4,7,6,5,0 28,2703,No,Travel_Frequently,773,Research & Development,6,3,Life Sciences,1,1154,3,Male,39,2,1,Research Scientist,3,Divorced,22088,1,Y,Yes,14,3,4,80,1,3,2,3,3,1,0,2 18,1904,Yes,Non-Travel,247,Research & Development,8,1,Medical,1,1156,3,Male,80,3,1,Laboratory Technician,3,Single,13556,1,Y,No,12,3,4,80,0,0,0,3,0,0,0,0 33,8224,Yes,Travel_Rarely,603,Sales,9,4,Marketing,1,1157,1,Female,77,3,2,Sales Executive,1,Single,18385,0,Y,Yes,17,3,1,80,0,6,3,3,5,2,0,3 41,4766,No,Travel_Rarely,167,Research & Development,12,4,Life Sciences,1,1158,2,Male,46,3,1,Laboratory Technician,4,Married,9051,3,Y,Yes,11,3,1,80,1,6,4,3,1,0,0,0 31,2610,Yes,Travel_Frequently,874,Research & Development,15,3,Medical,1,1160,3,Male,72,3,1,Laboratory Technician,3,Married,6233,1,Y,No,12,3,3,80,1,2,5,2,2,2,2,2 37,5731,No,Travel_Rarely,367,Research & Development,25,2,Medical,1,1161,3,Female,52,2,2,Healthcare Representative,4,Divorced,17171,7,Y,No,13,3,3,80,2,9,2,3,6,2,1,3 27,2539,No,Travel_Rarely,199,Research & Development,6,3,Life Sciences,1,1162,4,Male,55,2,1,Research Scientist,3,Married,7950,1,Y,No,13,3,3,80,1,4,0,3,4,2,2,2 34,5714,No,Travel_Rarely,1400,Sales,9,1,Life Sciences,1,1163,2,Female,70,3,2,Sales Executive,3,Married,5829,1,Y,No,20,4,1,80,0,6,3,2,6,5,1,3 35,4323,No,Travel_Rarely,528,Human Resources,8,4,Technical Degree,1,1164,3,Male,100,3,1,Human Resources,3,Single,7108,1,Y,No,17,3,2,80,0,6,2,1,5,4,1,4 29,7336,Yes,Travel_Rarely,408,Sales,23,1,Life Sciences,1,1165,4,Female,45,2,3,Sales Executive,1,Married,11162,1,Y,No,13,3,1,80,1,11,3,1,11,8,3,10 40,13499,No,Travel_Frequently,593,Research & Development,9,4,Medical,1,1166,2,Female,88,3,3,Research Director,3,Single,13782,9,Y,No,17,3,3,80,0,20,3,2,18,7,2,13 42,13758,Yes,Travel_Frequently,481,Sales,12,3,Life Sciences,1,1167,3,Male,44,3,4,Sales Executive,1,Single,2447,0,Y,Yes,12,3,2,80,0,22,2,2,21,9,13,14 42,5155,No,Travel_Rarely,647,Sales,4,4,Marketing,1,1171,2,Male,45,3,2,Sales Executive,1,Single,2253,7,Y,No,13,3,4,80,0,9,3,4,6,4,1,5 35,2258,No,Travel_Rarely,982,Research & Development,1,4,Medical,1,1172,4,Male,58,2,1,Laboratory Technician,3,Married,16340,6,Y,No,12,3,2,80,1,10,2,3,8,0,1,7 24,3597,No,Travel_Rarely,477,Research & Development,24,3,Medical,1,1173,4,Male,49,3,1,Laboratory Technician,2,Single,6409,8,Y,No,22,4,4,80,0,6,2,3,4,3,1,2 28,2515,Yes,Travel_Rarely,1485,Research & Development,12,1,Life Sciences,1,1175,3,Female,79,3,1,Laboratory Technician,4,Married,22955,1,Y,Yes,11,3,4,80,0,1,4,2,1,1,0,0 26,4420,No,Travel_Rarely,1384,Research & Development,3,4,Medical,1,1177,1,Male,82,4,1,Laboratory Technician,4,Married,13421,1,Y,No,22,4,2,80,1,8,2,3,8,7,0,7 30,6578,No,Travel_Rarely,852,Sales,10,3,Marketing,1,1179,3,Male,72,2,2,Sales Executive,3,Married,2706,1,Y,No,18,3,1,80,1,10,3,3,10,3,1,4 40,4422,No,Travel_Frequently,902,Research & Development,26,2,Medical,1,1180,3,Female,92,2,2,Research Scientist,4,Married,21203,3,Y,Yes,13,3,4,80,1,16,3,1,1,1,0,0 35,10274,No,Travel_Rarely,819,Research & Development,2,3,Life Sciences,1,1182,3,Male,44,2,3,Manufacturing Director,2,Divorced,19588,2,Y,No,18,3,2,80,1,15,2,4,7,7,6,4 34,5343,No,Travel_Frequently,669,Research & Development,1,3,Medical,1,1184,4,Male,97,2,2,Healthcare Representative,1,Single,25755,0,Y,No,20,4,3,80,0,14,3,3,13,9,4,9 35,2376,No,Travel_Frequently,636,Research & Development,4,4,Other,1,1185,4,Male,47,2,1,Laboratory Technician,4,Married,26537,1,Y,No,13,3,2,80,1,2,2,4,2,2,2,2 43,5346,Yes,Travel_Rarely,1372,Sales,9,3,Marketing,1,1188,1,Female,85,1,2,Sales Executive,3,Single,9489,8,Y,No,13,3,2,80,0,7,2,2,4,3,1,3 32,2827,No,Non-Travel,862,Sales,2,1,Life Sciences,1,1190,3,Female,76,3,1,Sales Representative,1,Divorced,14947,1,Y,No,12,3,3,80,3,1,3,3,1,0,0,0 56,19943,No,Travel_Rarely,718,Research & Development,4,4,Technical Degree,1,1191,4,Female,92,3,5,Manager,1,Divorced,18575,4,Y,No,13,3,4,80,1,28,2,3,5,2,4,2 29,3131,No,Travel_Rarely,1401,Research & Development,6,1,Medical,1,1192,2,Female,54,3,1,Laboratory Technician,4,Married,26342,1,Y,No,13,3,1,80,1,10,5,3,10,8,0,8 19,2552,No,Travel_Rarely,645,Research & Development,9,2,Life Sciences,1,1193,3,Male,54,3,1,Research Scientist,1,Single,7172,1,Y,No,25,4,3,80,0,1,4,3,1,1,0,0 45,4477,No,Travel_Rarely,1457,Research & Development,7,3,Medical,1,1195,1,Female,83,3,1,Research Scientist,3,Married,20100,4,Y,Yes,19,3,3,80,1,7,2,2,3,2,0,2 37,6474,No,Travel_Rarely,977,Research & Development,1,3,Life Sciences,1,1196,4,Female,56,2,2,Manufacturing Director,4,Married,9961,1,Y,No,13,3,2,80,1,14,2,2,14,8,3,11 20,3033,No,Travel_Rarely,805,Research & Development,3,3,Life Sciences,1,1198,1,Male,87,2,1,Laboratory Technician,3,Single,12828,1,Y,No,12,3,1,80,0,2,2,2,2,2,1,2 44,2936,Yes,Travel_Rarely,1097,Research & Development,10,4,Life Sciences,1,1200,3,Male,96,3,1,Research Scientist,3,Single,10826,1,Y,Yes,11,3,3,80,0,6,4,3,6,4,0,2 53,18606,No,Travel_Rarely,1223,Research & Development,7,2,Medical,1,1201,4,Female,50,3,5,Manager,3,Divorced,18640,3,Y,No,18,3,2,80,1,26,6,3,7,7,4,7 29,2168,No,Travel_Rarely,942,Research & Development,15,1,Life Sciences,1,1202,2,Female,69,1,1,Research Scientist,4,Married,26933,0,Y,Yes,18,3,1,80,1,6,2,2,5,4,1,3 22,2853,Yes,Travel_Frequently,1256,Research & Development,3,4,Life Sciences,1,1203,3,Male,48,2,1,Research Scientist,4,Married,4223,0,Y,Yes,11,3,2,80,1,1,5,3,0,0,0,0 46,17048,No,Travel_Rarely,1402,Sales,2,3,Marketing,1,1204,3,Female,69,3,4,Manager,1,Married,24097,8,Y,No,23,4,1,80,0,28,2,3,26,15,15,9 44,2290,No,Non-Travel,111,Research & Development,17,3,Life Sciences,1,1206,4,Male,74,1,1,Research Scientist,3,Single,4279,2,Y,No,13,3,4,80,0,6,3,3,0,0,0,0 33,3600,No,Travel_Rarely,147,Human Resources,2,3,Human Resources,1,1207,2,Male,99,3,1,Human Resources,3,Married,8429,1,Y,No,13,3,4,80,1,5,2,3,5,4,1,4 41,2107,Yes,Non-Travel,906,Research & Development,5,2,Life Sciences,1,1210,1,Male,95,2,1,Research Scientist,1,Divorced,20293,6,Y,No,17,3,1,80,1,5,2,1,1,0,0,0 30,4115,No,Travel_Rarely,1329,Sales,29,4,Life Sciences,1,1211,3,Male,61,3,2,Sales Executive,1,Divorced,13192,8,Y,No,19,3,3,80,3,8,3,3,4,3,0,3 40,4327,No,Travel_Frequently,1184,Sales,2,4,Medical,1,1212,2,Male,62,3,2,Sales Executive,2,Married,25440,5,Y,No,12,3,4,80,3,5,2,3,0,0,0,0 50,17856,No,Travel_Frequently,1421,Research & Development,2,3,Medical,1,1215,4,Female,30,3,4,Manager,1,Married,9490,2,Y,No,22,4,3,80,1,32,3,3,2,2,2,2 28,3196,No,Travel_Rarely,1179,Research & Development,19,4,Medical,1,1216,4,Male,78,2,1,Laboratory Technician,1,Married,12449,1,Y,No,12,3,3,80,3,6,2,3,6,5,3,3 46,19081,No,Travel_Rarely,1450,Research & Development,15,2,Life Sciences,1,1217,4,Male,52,3,5,Research Director,2,Married,10849,5,Y,No,11,3,1,80,1,25,2,3,4,2,0,3 35,8966,No,Travel_Rarely,1361,Sales,17,4,Life Sciences,1,1218,3,Male,94,3,2,Sales Executive,1,Married,21026,3,Y,Yes,15,3,4,80,3,15,2,3,7,7,1,7 24,2210,Yes,Travel_Rarely,984,Research & Development,17,2,Life Sciences,1,1219,4,Female,97,3,1,Laboratory Technician,2,Married,3372,1,Y,No,13,3,1,80,1,1,3,1,1,0,0,0 33,4539,No,Travel_Frequently,1146,Sales,25,3,Medical,1,1220,2,Female,82,3,2,Sales Executive,3,Married,4905,1,Y,No,12,3,1,80,1,10,3,2,10,7,0,1 36,2741,No,Travel_Rarely,917,Research & Development,6,4,Life Sciences,1,1221,3,Male,60,1,1,Laboratory Technician,3,Divorced,6865,1,Y,No,14,3,3,80,1,7,4,3,7,7,1,7 30,3491,No,Travel_Rarely,853,Research & Development,7,4,Life Sciences,1,1224,3,Male,49,3,2,Laboratory Technician,3,Divorced,11309,1,Y,No,13,3,1,80,3,10,4,2,10,7,8,9 44,4541,No,Travel_Rarely,200,Research & Development,29,4,Other,1,1225,4,Male,32,3,2,Research Scientist,4,Single,7744,1,Y,No,25,4,2,80,0,20,3,3,20,11,13,17 20,2678,No,Travel_Rarely,654,Sales,21,3,Marketing,1,1226,3,Male,43,4,1,Sales Representative,4,Single,5050,1,Y,No,17,3,4,80,0,2,2,3,2,1,2,2 46,7379,No,Travel_Rarely,150,Research & Development,2,4,Technical Degree,1,1228,4,Male,60,3,2,Manufacturing Director,4,Divorced,17433,2,Y,No,11,3,3,80,1,12,3,2,6,3,1,4 42,6272,No,Non-Travel,179,Human Resources,2,5,Medical,1,1231,4,Male,79,4,2,Human Resources,1,Married,12858,7,Y,No,16,3,1,80,1,10,3,4,4,3,0,3 60,5220,No,Travel_Rarely,696,Sales,7,4,Marketing,1,1233,2,Male,52,4,2,Sales Executive,4,Divorced,10893,0,Y,Yes,18,3,2,80,1,12,3,3,11,7,1,9 32,2743,No,Travel_Frequently,116,Research & Development,13,3,Other,1,1234,3,Female,77,2,1,Laboratory Technician,2,Married,7331,1,Y,No,20,4,3,80,1,2,2,3,2,2,2,2 32,4998,No,Travel_Frequently,1316,Research & Development,2,2,Life Sciences,1,1235,4,Female,38,3,2,Research Scientist,3,Single,2338,4,Y,Yes,14,3,4,80,0,10,2,3,8,7,0,7 36,10252,No,Travel_Rarely,363,Research & Development,1,3,Technical Degree,1,1237,3,Female,77,1,3,Manufacturing Director,1,Divorced,4235,2,Y,Yes,21,4,3,80,1,17,2,3,7,7,7,7 33,2781,No,Travel_Rarely,117,Research & Development,9,3,Medical,1,1238,1,Male,60,3,1,Research Scientist,4,Married,6311,0,Y,No,13,3,2,80,1,15,5,3,14,10,4,10 40,6852,No,Travel_Rarely,107,Sales,10,3,Technical Degree,1,1239,2,Female,84,2,2,Sales Executive,2,Divorced,11591,7,Y,No,12,3,2,80,1,7,2,4,5,1,1,3 25,4950,No,Travel_Rarely,1356,Sales,10,4,Life Sciences,1,1240,3,Male,57,3,2,Sales Executive,4,Single,20623,0,Y,No,14,3,2,80,0,5,4,3,4,3,1,1 30,3579,No,Travel_Rarely,1465,Research & Development,1,3,Medical,1,1241,4,Male,63,3,1,Research Scientist,2,Married,9369,0,Y,Yes,21,4,1,80,1,12,2,3,11,9,5,7 42,13191,No,Travel_Frequently,458,Research & Development,26,5,Medical,1,1242,1,Female,60,3,3,Research Director,1,Married,23281,3,Y,Yes,17,3,3,80,0,20,6,3,1,0,0,0 35,10377,No,Non-Travel,1212,Sales,8,2,Marketing,1,1243,3,Female,78,2,3,Sales Executive,4,Married,13755,4,Y,Yes,11,3,2,80,1,16,6,2,13,2,4,12 27,2235,No,Travel_Rarely,1103,Research & Development,14,3,Life Sciences,1,1244,1,Male,42,3,1,Research Scientist,1,Married,14377,1,Y,Yes,14,3,4,80,2,9,3,2,9,7,6,8 54,10502,No,Travel_Frequently,966,Research & Development,1,4,Life Sciences,1,1245,4,Female,53,3,3,Manufacturing Director,3,Divorced,9659,7,Y,No,17,3,1,80,1,33,2,1,5,4,1,4 44,2011,No,Travel_Rarely,1117,Research & Development,2,1,Life Sciences,1,1246,1,Female,72,4,1,Research Scientist,4,Married,19982,1,Y,No,13,3,4,80,1,10,5,3,10,5,7,7 19,1859,Yes,Non-Travel,504,Research & Development,10,3,Medical,1,1248,1,Female,96,2,1,Research Scientist,2,Single,6148,1,Y,Yes,25,4,2,80,0,1,2,4,1,1,0,0 29,3760,No,Travel_Rarely,1010,Research & Development,1,3,Life Sciences,1,1249,1,Female,97,3,1,Research Scientist,4,Divorced,5598,1,Y,No,15,3,1,80,3,3,5,3,3,2,1,2 54,17779,No,Travel_Rarely,685,Research & Development,3,3,Life Sciences,1,1250,4,Male,85,3,4,Research Director,4,Married,23474,3,Y,No,14,3,1,80,0,36,2,3,10,9,0,9 31,6833,No,Travel_Rarely,1332,Research & Development,11,2,Medical,1,1251,3,Male,80,3,2,Healthcare Representative,1,Married,17089,1,Y,Yes,12,3,4,80,0,6,2,2,6,5,0,1 31,6812,No,Travel_Rarely,1062,Research & Development,24,3,Medical,1,1252,3,Female,96,2,2,Healthcare Representative,1,Single,17198,1,Y,No,19,3,2,80,0,10,2,3,10,9,1,8 59,5171,No,Travel_Rarely,326,Sales,3,3,Life Sciences,1,1254,3,Female,48,2,2,Sales Executive,4,Single,16490,5,Y,No,17,3,4,80,0,13,2,3,6,1,0,5 43,19740,No,Travel_Rarely,920,Research & Development,3,3,Life Sciences,1,1255,3,Male,96,1,5,Research Director,4,Married,18625,3,Y,No,14,3,2,80,1,25,2,3,8,7,0,7 49,18711,No,Travel_Rarely,1098,Research & Development,4,2,Medical,1,1256,1,Male,85,2,5,Manager,3,Married,12124,2,Y,No,13,3,3,80,1,23,2,4,1,0,0,0 36,3692,No,Travel_Frequently,469,Research & Development,3,3,Technical Degree,1,1257,3,Male,46,3,1,Research Scientist,2,Married,9256,1,Y,No,12,3,3,80,0,12,2,2,11,10,0,7 48,2559,No,Travel_Rarely,969,Research & Development,2,2,Technical Degree,1,1258,4,Male,76,4,1,Laboratory Technician,2,Single,16620,5,Y,No,11,3,3,80,0,7,4,2,1,0,0,0 27,2517,No,Travel_Rarely,1167,Research & Development,4,2,Life Sciences,1,1259,1,Male,76,3,1,Research Scientist,3,Divorced,3208,1,Y,No,11,3,2,80,3,5,2,3,5,3,0,3 29,6623,No,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1260,3,Male,82,3,2,Healthcare Representative,4,Divorced,4204,1,Y,Yes,11,3,2,80,2,6,2,3,6,0,1,0 48,18265,No,Travel_Rarely,715,Research & Development,1,3,Life Sciences,1,1263,4,Male,76,2,5,Research Director,4,Single,8733,6,Y,No,12,3,3,80,0,25,3,4,1,0,0,0 29,16124,No,Travel_Rarely,694,Research & Development,1,3,Life Sciences,1,1264,4,Female,87,2,4,Research Director,4,Divorced,3423,3,Y,No,14,3,2,80,2,9,2,2,7,7,1,7 34,2585,No,Travel_Rarely,1320,Research & Development,20,3,Technical Degree,1,1265,3,Female,89,4,1,Research Scientist,3,Married,21643,0,Y,No,17,3,4,80,0,2,5,2,1,0,0,0 44,18213,No,Travel_Rarely,1099,Sales,5,3,Marketing,1,1267,2,Male,88,3,5,Manager,2,Married,8751,7,Y,No,11,3,3,80,1,26,5,3,22,9,3,10 33,8380,No,Travel_Rarely,536,Sales,10,5,Marketing,1,1268,4,Male,82,4,3,Sales Executive,3,Divorced,21708,0,Y,Yes,14,3,4,80,2,10,3,3,9,8,0,8 19,2994,No,Travel_Rarely,265,Research & Development,25,3,Life Sciences,1,1269,2,Female,57,4,1,Research Scientist,4,Single,21221,1,Y,Yes,12,3,4,80,0,1,2,3,1,0,0,1 23,1223,No,Travel_Rarely,373,Research & Development,1,2,Life Sciences,1,1270,4,Male,47,3,1,Research Scientist,3,Married,16901,1,Y,No,22,4,4,80,1,1,2,3,1,0,0,1 25,1118,Yes,Travel_Frequently,599,Sales,24,1,Life Sciences,1,1273,3,Male,73,1,1,Sales Representative,4,Single,8040,1,Y,Yes,14,3,4,80,0,1,4,3,1,0,1,0 26,2875,No,Travel_Rarely,583,Research & Development,4,2,Life Sciences,1,1275,3,Male,53,3,1,Research Scientist,4,Single,9973,1,Y,Yes,20,4,2,80,0,8,2,2,8,5,2,2 45,18824,Yes,Travel_Rarely,1449,Sales,2,3,Marketing,1,1277,1,Female,94,1,5,Manager,2,Single,2493,2,Y,Yes,16,3,1,80,0,26,2,3,24,10,1,11 55,13577,No,Non-Travel,177,Research & Development,8,1,Medical,1,1278,4,Male,37,2,4,Healthcare Representative,2,Divorced,25592,1,Y,Yes,15,3,4,80,1,34,3,3,33,9,15,0 21,2625,Yes,Travel_Frequently,251,Research & Development,10,2,Life Sciences,1,1279,1,Female,45,2,1,Laboratory Technician,3,Single,25308,1,Y,No,20,4,3,80,0,2,2,1,2,2,2,2 46,18789,No,Travel_Rarely,168,Sales,4,2,Marketing,1,1280,4,Female,33,2,5,Manager,2,Married,9946,2,Y,No,14,3,3,80,1,26,2,3,11,4,0,8 34,4538,No,Travel_Rarely,131,Sales,2,3,Marketing,1,1281,3,Female,86,3,2,Sales Executive,1,Single,6039,0,Y,Yes,12,3,4,80,0,4,3,3,3,2,0,2 51,19847,No,Travel_Frequently,237,Sales,9,3,Life Sciences,1,1282,4,Male,83,3,5,Manager,2,Divorced,19196,4,Y,Yes,24,4,1,80,1,31,5,2,29,10,11,10 59,10512,No,Travel_Rarely,1429,Research & Development,18,4,Medical,1,1283,4,Male,67,3,3,Manufacturing Director,4,Single,20002,6,Y,No,12,3,4,80,0,25,6,2,9,7,5,4 34,4444,No,Travel_Frequently,135,Research & Development,19,3,Medical,1,1285,3,Female,46,3,2,Laboratory Technician,2,Divorced,22534,4,Y,No,13,3,3,80,2,15,2,4,11,8,5,10 28,2154,No,Travel_Frequently,791,Research & Development,1,4,Medical,1,1286,4,Male,44,3,1,Laboratory Technician,3,Single,6842,0,Y,Yes,11,3,3,80,0,5,2,2,4,2,0,2 44,19190,No,Travel_Rarely,1199,Research & Development,4,2,Life Sciences,1,1288,3,Male,92,4,5,Manager,1,Divorced,17477,1,Y,No,14,3,4,80,2,26,4,2,25,9,14,13 34,4490,No,Travel_Frequently,648,Human Resources,11,3,Life Sciences,1,1289,3,Male,56,2,2,Human Resources,2,Married,21833,4,Y,No,11,3,4,80,2,14,5,4,10,9,1,8 35,3506,No,Travel_Rarely,735,Research & Development,6,1,Life Sciences,1,1291,3,Male,66,3,1,Research Scientist,3,Married,6020,0,Y,Yes,14,3,4,80,0,4,3,3,3,2,2,2 42,2372,No,Travel_Rarely,603,Research & Development,7,4,Medical,1,1292,2,Female,78,4,2,Research Scientist,2,Married,5628,6,Y,Yes,16,3,4,80,0,18,2,3,1,0,0,0 43,10231,No,Travel_Rarely,531,Sales,4,4,Marketing,1,1293,4,Female,56,2,3,Sales Executive,4,Single,20364,3,Y,No,14,3,4,80,0,23,3,4,21,7,15,17 36,5410,No,Travel_Rarely,429,Research & Development,2,4,Life Sciences,1,1294,3,Female,53,3,2,Manufacturing Director,2,Single,2323,9,Y,Yes,11,3,4,80,0,18,2,3,16,14,5,12 44,7978,Yes,Travel_Rarely,621,Research & Development,15,3,Medical,1,1295,1,Female,73,3,3,Healthcare Representative,4,Married,14075,1,Y,No,11,3,4,80,1,10,2,3,10,7,0,5 28,3867,No,Travel_Frequently,193,Research & Development,2,3,Life Sciences,1,1296,4,Male,52,2,1,Laboratory Technician,4,Married,14222,1,Y,Yes,12,3,2,80,1,2,2,3,2,2,2,2 51,2838,No,Travel_Frequently,968,Research & Development,6,2,Medical,1,1297,2,Female,40,2,1,Laboratory Technician,3,Single,4257,0,Y,No,14,3,2,80,0,8,6,2,7,0,7,7 30,4695,No,Non-Travel,879,Research & Development,9,2,Medical,1,1298,3,Female,72,3,2,Manufacturing Director,3,Single,12858,7,Y,Yes,18,3,3,80,0,10,3,3,8,4,1,7 29,3339,Yes,Travel_Rarely,806,Research & Development,7,3,Technical Degree,1,1299,2,Female,39,3,1,Laboratory Technician,3,Divorced,17285,3,Y,Yes,13,3,1,80,2,10,2,3,7,7,7,7 28,2080,No,Travel_Rarely,640,Research & Development,1,3,Technical Degree,1,1301,4,Male,84,3,1,Research Scientist,1,Single,4732,2,Y,No,11,3,2,80,0,5,2,2,3,2,1,2 25,2096,No,Travel_Rarely,266,Research & Development,1,3,Medical,1,1303,4,Female,40,3,1,Research Scientist,2,Single,18830,1,Y,No,18,3,4,80,0,2,3,2,2,2,2,1 32,6209,No,Travel_Rarely,604,Sales,8,3,Medical,1,1304,3,Male,56,4,2,Sales Executive,4,Married,11693,1,Y,No,15,3,3,80,2,10,4,4,10,7,0,8 45,18061,No,Travel_Frequently,364,Research & Development,25,3,Medical,1,1306,2,Female,83,3,5,Manager,2,Single,13035,3,Y,No,22,4,3,80,0,22,4,3,0,0,0,0 39,17123,No,Travel_Rarely,412,Research & Development,13,4,Medical,1,1307,3,Female,94,2,4,Manager,2,Divorced,17334,6,Y,Yes,13,3,4,80,2,21,4,3,19,9,15,2 58,2372,No,Travel_Rarely,848,Research & Development,23,4,Life Sciences,1,1308,1,Male,88,3,1,Research Scientist,3,Divorced,26076,1,Y,No,12,3,4,80,2,2,3,3,2,2,2,2 32,4883,Yes,Travel_Rarely,1089,Research & Development,7,2,Life Sciences,1,1309,4,Male,79,3,2,Laboratory Technician,3,Married,22845,1,Y,No,18,3,1,80,1,10,3,3,10,4,1,1 39,3904,Yes,Travel_Rarely,360,Research & Development,23,3,Medical,1,1310,3,Male,93,3,1,Research Scientist,1,Single,22154,0,Y,No,13,3,1,80,0,6,2,3,5,2,0,3 30,4627,No,Travel_Rarely,1138,Research & Development,6,3,Technical Degree,1,1311,1,Female,48,2,2,Laboratory Technician,4,Married,23631,0,Y,No,12,3,1,80,1,10,6,3,9,2,6,7 36,7094,No,Travel_Rarely,325,Research & Development,10,4,Technical Degree,1,1312,4,Female,63,3,3,Healthcare Representative,3,Married,5747,3,Y,No,12,3,1,80,0,10,0,3,7,7,1,7 46,3423,No,Travel_Rarely,991,Human Resources,1,2,Life Sciences,1,1314,4,Female,44,3,1,Human Resources,1,Single,22957,6,Y,No,12,3,3,80,0,10,3,4,7,6,5,7 28,6674,No,Non-Travel,1476,Research & Development,1,3,Life Sciences,1,1315,3,Female,55,1,2,Laboratory Technician,4,Married,16392,0,Y,No,11,3,1,80,3,10,6,3,9,8,7,5 50,16880,No,Travel_Rarely,1322,Research & Development,28,3,Life Sciences,1,1317,4,Female,43,3,4,Research Director,1,Married,22422,4,Y,Yes,11,3,2,80,0,25,2,3,3,2,1,2 40,9094,Yes,Travel_Rarely,299,Sales,25,4,Marketing,1,1318,4,Male,57,2,3,Sales Executive,2,Single,17235,2,Y,Yes,12,3,3,80,0,9,2,3,5,4,1,0 52,,Yes,Travel_Rarely,1030,Sales,5,3,Life Sciences,1,1319,2,Male,64,3,3,Sales Executive,2,Single,21534,9,Y,Yes,19,3,3,80,0,10,2,2,8,7,7,7 30,11916,No,Travel_Rarely,634,Research & Development,17,4,Medical,1,1321,2,Female,95,3,3,Manager,1,Married,25927,1,Y,Yes,23,4,4,80,2,9,2,3,9,1,0,8 39,4534,No,Travel_Rarely,524,Research & Development,18,2,Life Sciences,1,1322,1,Male,32,3,2,Manufacturing Director,3,Single,13352,0,Y,No,11,3,1,80,0,9,6,3,8,7,1,7 31,9852,No,Non-Travel,587,Sales,2,4,Life Sciences,1,1324,4,Female,57,3,3,Sales Executive,3,Divorced,8935,1,Y,Yes,19,3,1,80,1,10,5,2,10,8,9,6 41,6151,No,Non-Travel,256,Sales,10,2,Medical,1,1329,3,Male,40,1,2,Sales Executive,2,Single,22074,1,Y,No,13,3,1,80,0,19,4,3,19,2,11,9 31,2302,Yes,Travel_Frequently,1060,Sales,1,3,Life Sciences,1,1331,4,Female,54,3,1,Sales Representative,2,Single,8319,1,Y,Yes,11,3,1,80,0,3,2,4,3,2,2,2 44,2362,Yes,Travel_Rarely,935,Research & Development,3,3,Life Sciences,1,1333,1,Male,89,3,1,Laboratory Technician,1,Married,14669,4,Y,No,12,3,3,80,0,10,4,4,3,2,1,2 42,17861,No,Non-Travel,495,Research & Development,2,1,Life Sciences,1,1334,3,Male,37,3,4,Manager,3,Married,26582,0,Y,Yes,13,3,4,80,0,21,3,2,20,8,2,10 55,19187,No,Travel_Rarely,282,Research & Development,2,2,Medical,1,1336,4,Female,58,1,5,Manager,3,Married,6992,4,Y,No,14,3,4,80,1,23,5,3,19,9,9,11 56,19717,No,Travel_Rarely,206,Human Resources,8,4,Life Sciences,1,1338,4,Male,99,3,5,Manager,2,Single,4022,6,Y,No,14,3,1,80,0,36,4,3,7,3,7,7 40,3544,No,Non-Travel,458,Research & Development,16,2,Life Sciences,1,1340,3,Male,74,3,1,Research Scientist,3,Divorced,8532,9,Y,No,16,3,2,80,1,6,0,3,4,2,0,0 34,8500,No,Travel_Rarely,943,Research & Development,9,3,Life Sciences,1,1344,4,Male,86,3,3,Healthcare Representative,4,Divorced,5494,0,Y,No,11,3,4,80,1,10,0,2,9,7,1,6 40,4661,No,Travel_Rarely,523,Research & Development,2,3,Life Sciences,1,1346,3,Male,98,3,2,Research Scientist,4,Single,22455,1,Y,No,13,3,3,80,0,9,4,3,9,8,8,8 41,4103,No,Travel_Frequently,1018,Sales,1,3,Marketing,1,1349,3,Female,66,3,2,Sales Executive,1,Divorced,4297,0,Y,No,17,3,4,80,1,10,2,3,9,3,1,7 35,4249,No,Travel_Frequently,482,Research & Development,4,4,Life Sciences,1,1350,3,Male,87,3,2,Research Scientist,3,Single,2690,1,Y,Yes,11,3,2,80,0,9,3,3,9,6,1,1 51,14026,No,Travel_Rarely,770,Human Resources,5,3,Life Sciences,1,1352,3,Male,84,3,4,Manager,2,Divorced,17588,1,Y,Yes,11,3,2,80,1,33,2,3,33,9,0,10 38,6893,No,Travel_Rarely,1009,Sales,2,2,Life Sciences,1,1355,2,Female,31,3,2,Sales Executive,1,Divorced,19461,3,Y,No,15,3,4,80,1,11,3,3,7,7,1,7 34,6125,No,Travel_Rarely,507,Sales,15,2,Medical,1,1356,3,Female,66,3,2,Sales Executive,1,Single,23553,1,Y,No,12,3,4,80,0,10,6,4,10,8,9,6 25,3669,No,Travel_Rarely,882,Research & Development,19,1,Medical,1,1358,4,Male,67,3,1,Laboratory Technician,4,Married,9075,3,Y,No,11,3,3,80,3,7,6,2,3,2,1,2 58,10008,Yes,Travel_Rarely,601,Research & Development,7,4,Medical,1,1360,3,Female,53,2,3,Manufacturing Director,1,Married,12023,7,Y,Yes,14,3,4,80,0,31,0,2,10,9,5,9 40,2387,No,Travel_Rarely,329,Research & Development,1,4,Life Sciences,1,1361,2,Male,88,3,1,Laboratory Technician,2,Married,6762,3,Y,No,22,4,3,80,1,7,3,3,4,2,0,3 36,4639,No,Travel_Frequently,607,Sales,7,3,Marketing,1,1362,1,Female,83,4,2,Sales Executive,1,Married,2261,2,Y,No,16,3,4,80,1,17,2,2,15,7,6,13 48,7898,No,Travel_Rarely,855,Research & Development,4,3,Life Sciences,1,1363,4,Male,54,3,3,Manufacturing Director,4,Single,18706,1,Y,No,11,3,3,80,0,11,2,3,10,9,0,8 27,2534,No,Travel_Rarely,1291,Sales,11,3,Medical,1,1364,3,Female,98,4,1,Sales Representative,4,Married,6527,8,Y,No,14,3,2,80,1,5,4,3,1,0,0,0 51,13142,No,Travel_Rarely,1405,Research & Development,11,2,Technical Degree,1,1367,4,Female,82,2,4,Manufacturing Director,2,Single,24439,3,Y,No,16,3,2,80,0,29,1,2,5,2,0,3 18,1611,No,Non-Travel,1124,Research & Development,1,3,Life Sciences,1,1368,4,Female,97,3,1,Laboratory Technician,4,Single,19305,1,Y,No,15,3,3,80,0,0,5,4,0,0,0,0 35,5363,No,Travel_Rarely,817,Research & Development,1,3,Medical,1,1369,4,Female,60,2,2,Laboratory Technician,4,Married,10846,0,Y,No,12,3,2,80,1,10,0,3,9,7,0,0 27,5071,No,Travel_Frequently,793,Sales,2,1,Life Sciences,1,1371,4,Male,43,1,2,Sales Executive,4,Single,20392,3,Y,No,20,4,2,80,0,8,3,3,6,2,0,0 55,13695,Yes,Travel_Rarely,267,Sales,13,4,Marketing,1,1372,1,Male,85,4,4,Sales Executive,3,Single,9277,6,Y,Yes,17,3,3,80,0,24,2,2,19,7,3,8 56,13402,No,Travel_Rarely,1369,Research & Development,23,3,Life Sciences,1,1373,4,Male,68,3,4,Manufacturing Director,2,Married,18235,4,Y,Yes,12,3,1,80,1,33,0,3,19,16,15,9 34,2029,No,Non-Travel,999,Research & Development,26,1,Technical Degree,1,1374,1,Female,92,2,1,Research Scientist,3,Divorced,15891,1,Y,No,20,4,3,80,3,5,2,3,5,4,0,0 40,6377,No,Travel_Rarely,1202,Research & Development,2,1,Medical,1,1375,2,Female,89,4,2,Healthcare Representative,3,Divorced,13888,5,Y,No,20,4,2,80,3,15,0,3,12,11,11,8 34,5429,No,Travel_Rarely,285,Research & Development,29,3,Medical,1,1377,2,Male,86,3,2,Laboratory Technician,3,Married,17491,4,Y,No,13,3,1,80,2,10,1,3,8,7,7,7 31,2785,Yes,Travel_Frequently,703,Sales,2,3,Life Sciences,1,1379,3,Female,90,2,1,Sales Representative,4,Single,11882,7,Y,No,14,3,3,80,0,3,3,4,1,0,0,0 35,4614,Yes,Travel_Frequently,662,Sales,18,4,Marketing,1,1380,4,Female,67,3,2,Sales Executive,3,Married,23288,0,Y,Yes,18,3,3,80,1,5,0,2,4,2,3,2 38,2610,No,Travel_Frequently,693,Research & Development,7,3,Life Sciences,1,1382,4,Male,57,4,1,Research Scientist,3,Divorced,15748,1,Y,No,11,3,4,80,3,4,2,3,4,2,0,3 34,6687,No,Travel_Rarely,404,Research & Development,2,4,Technical Degree,1,1383,3,Female,98,3,2,Healthcare Representative,4,Single,6163,1,Y,No,11,3,4,80,0,14,2,4,14,11,4,11 28,4724,No,Travel_Rarely,736,Sales,26,3,Life Sciences,1,1387,3,Male,48,2,2,Sales Executive,1,Married,24232,1,Y,No,11,3,3,80,1,5,0,3,5,3,0,4 31,6179,Yes,Travel_Rarely,330,Research & Development,22,4,Medical,1,1389,4,Male,98,3,2,Manufacturing Director,3,Married,21057,1,Y,Yes,15,3,4,80,2,10,3,2,10,2,6,7 39,6120,No,Travel_Rarely,1498,Sales,21,4,Life Sciences,1,1390,1,Male,44,2,2,Sales Executive,4,Married,3567,3,Y,Yes,12,3,4,80,2,8,2,4,5,4,1,4 51,10596,No,Travel_Frequently,541,Sales,2,3,Marketing,1,1391,2,Male,52,3,3,Sales Executive,2,Married,15395,2,Y,No,11,3,2,80,0,14,5,3,4,2,3,2 41,5467,No,Travel_Frequently,1200,Research & Development,22,3,Life Sciences,1,1392,4,Female,75,3,2,Research Scientist,4,Divorced,13953,3,Y,Yes,14,3,1,80,2,12,4,2,6,2,3,3 37,2996,No,Travel_Rarely,1439,Research & Development,4,1,Life Sciences,1,1394,3,Male,54,3,1,Research Scientist,3,Married,5182,7,Y,Yes,15,3,4,80,0,8,2,3,6,4,1,3 33,9998,No,Travel_Frequently,1111,Sales,5,1,Life Sciences,1,1395,2,Male,61,3,2,Sales Executive,4,Married,19293,6,Y,No,13,3,1,80,0,8,2,4,5,4,1,2 32,4078,No,Travel_Rarely,499,Sales,2,1,Marketing,1,1396,3,Male,36,3,2,Sales Executive,2,Married,20497,0,Y,Yes,13,3,1,80,3,4,3,2,3,2,1,2 39,10920,No,Non-Travel,1485,Research & Development,25,2,Life Sciences,1,1397,3,Male,71,3,3,Healthcare Representative,3,Married,3449,3,Y,No,21,4,2,80,1,13,2,3,6,4,0,5 25,6232,No,Travel_Rarely,1372,Sales,18,1,Life Sciences,1,1399,1,Male,93,4,2,Sales Executive,3,Married,12477,2,Y,No,11,3,2,80,0,6,3,2,3,2,1,2 52,13247,No,Travel_Frequently,322,Research & Development,28,2,Medical,1,1401,4,Female,59,4,4,Manufacturing Director,3,Married,9731,2,Y,Yes,11,3,2,80,1,24,3,2,5,3,0,2 43,4081,No,Travel_Rarely,930,Research & Development,6,3,Medical,1,1402,1,Female,73,2,2,Research Scientist,3,Single,20003,1,Y,Yes,14,3,1,80,0,20,3,1,20,7,1,8 27,5769,No,Travel_Rarely,205,Sales,10,3,Marketing,1,1403,4,Female,98,2,2,Sales Executive,4,Married,7100,1,Y,Yes,11,3,4,80,0,6,3,3,6,2,4,4 27,2394,Yes,Travel_Rarely,135,Research & Development,17,4,Life Sciences,1,1405,4,Female,51,3,1,Research Scientist,3,Single,25681,1,Y,Yes,13,3,4,80,0,8,2,3,8,2,7,7 26,3904,No,Travel_Rarely,683,Research & Development,2,1,Medical,1,1407,1,Male,36,2,1,Research Scientist,4,Single,4050,0,Y,No,12,3,4,80,0,5,2,3,4,3,1,1 42,16799,No,Travel_Rarely,1147,Human Resources,10,3,Human Resources,1,1408,3,Female,31,3,4,Manager,1,Married,16616,0,Y,No,14,3,3,80,1,21,5,3,20,7,0,9 52,2950,No,Travel_Rarely,258,Research & Development,8,4,Other,1,1409,3,Female,54,3,1,Laboratory Technician,1,Married,17363,9,Y,No,13,3,3,80,0,12,2,1,5,4,0,4 37,3629,No,Travel_Rarely,1462,Research & Development,11,3,Medical,1,1411,1,Female,94,3,1,Laboratory Technician,3,Single,19106,4,Y,No,18,3,1,80,0,8,6,3,3,2,0,2 35,9362,No,Travel_Frequently,200,Research & Development,18,2,Life Sciences,1,1412,3,Male,60,3,3,Manufacturing Director,4,Single,19944,2,Y,No,11,3,3,80,0,10,2,3,2,2,2,2 25,3229,No,Travel_Rarely,949,Research & Development,1,3,Technical Degree,1,1415,1,Male,81,3,1,Laboratory Technician,4,Married,4910,4,Y,No,11,3,2,80,1,7,2,2,3,2,0,2 26,3578,No,Travel_Rarely,652,Research & Development,7,3,Other,1,1417,3,Male,100,4,1,Laboratory Technician,1,Single,23577,0,Y,No,12,3,4,80,0,8,2,3,7,7,0,7 29,7988,No,Travel_Rarely,332,Human Resources,17,3,Other,1,1419,2,Male,51,2,3,Human Resources,1,Single,9769,1,Y,No,13,3,1,80,0,10,3,2,10,9,0,9 49,4284,Yes,Travel_Frequently,1475,Research & Development,28,2,Life Sciences,1,1420,1,Male,97,2,2,Laboratory Technician,1,Single,22710,3,Y,No,20,4,1,80,0,20,2,3,4,3,1,3 29,7553,Yes,Travel_Frequently,337,Research & Development,14,1,Other,1,1421,3,Female,84,3,3,Healthcare Representative,4,Single,22930,0,Y,Yes,12,3,1,80,0,9,1,3,8,7,7,7 54,17328,No,Travel_Rarely,971,Research & Development,1,3,Medical,1,1422,4,Female,54,3,4,Research Director,4,Single,5652,6,Y,No,19,3,4,80,0,29,3,2,20,7,12,7 58,19701,No,Travel_Rarely,1055,Research & Development,1,3,Medical,1,1423,4,Female,76,3,5,Research Director,1,Married,22456,3,Y,Yes,21,4,3,80,1,32,3,3,9,8,1,5 55,14732,No,Travel_Rarely,1136,Research & Development,1,4,Medical,1,1424,2,Male,81,4,4,Research Director,4,Divorced,12414,2,Y,No,13,3,4,80,2,31,4,4,7,7,0,0 36,9278,No,Travel_Rarely,1174,Sales,3,4,Marketing,1,1425,1,Female,99,3,2,Sales Executive,2,Single,20763,3,Y,Yes,16,3,4,80,0,15,3,3,5,4,0,1 31,1359,Yes,Travel_Frequently,667,Sales,1,4,Life Sciences,1,1427,2,Female,50,1,1,Sales Representative,3,Single,16154,1,Y,No,12,3,2,80,0,1,3,3,1,0,0,0 30,4779,No,Travel_Rarely,855,Sales,7,4,Marketing,1,1428,4,Female,73,3,2,Sales Executive,1,Divorced,12761,7,Y,No,14,3,2,80,2,8,3,3,3,2,0,2 31,16422,No,Travel_Rarely,182,Research & Development,8,5,Life Sciences,1,1430,1,Female,93,3,4,Research Director,2,Single,8847,3,Y,No,11,3,3,80,0,9,3,4,3,2,1,0 34,2996,No,Travel_Frequently,560,Research & Development,1,4,Other,1,1431,4,Male,91,3,1,Research Scientist,1,Divorced,20284,5,Y,No,14,3,3,80,2,10,2,3,4,3,1,3 31,1261,Yes,Travel_Rarely,202,Research & Development,8,3,Life Sciences,1,1433,1,Female,34,2,1,Research Scientist,2,Single,22262,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 27,2099,No,Travel_Rarely,1377,Research & Development,11,1,Life Sciences,1,1434,2,Male,91,3,1,Laboratory Technician,1,Married,7679,0,Y,No,14,3,2,80,0,6,3,4,5,0,1,4 36,5810,No,Travel_Rarely,172,Research & Development,4,4,Life Sciences,1,1435,1,Male,37,2,2,Laboratory Technician,4,Single,22604,1,Y,No,16,3,3,80,0,10,2,2,10,4,1,8 36,5647,No,Travel_Rarely,329,Sales,16,4,Marketing,1,1436,3,Female,98,2,2,Sales Executive,1,Married,13494,4,Y,No,13,3,1,80,2,11,3,2,3,2,0,2 47,3420,No,Travel_Rarely,465,Research & Development,1,3,Technical Degree,1,1438,1,Male,74,3,1,Research Scientist,4,Married,10205,7,Y,No,12,3,3,80,1,17,2,2,6,5,1,2 25,4400,Yes,Travel_Rarely,383,Sales,9,2,Life Sciences,1,1439,1,Male,68,2,1,Sales Representative,1,Married,15182,3,Y,No,12,3,1,80,0,6,2,3,3,2,2,2 37,3500,No,Non-Travel,1413,Research & Development,5,2,Technical Degree,1,1440,3,Male,84,4,1,Laboratory Technician,3,Single,25470,0,Y,No,14,3,1,80,0,7,2,1,6,5,1,3 56,2066,No,Travel_Rarely,1255,Research & Development,1,2,Life Sciences,1,1441,1,Female,90,3,1,Research Scientist,1,Married,10494,2,Y,No,22,4,4,80,1,5,3,4,3,2,1,0 47,17169,No,Travel_Rarely,359,Research & Development,2,4,Medical,1,1443,1,Female,82,3,4,Research Director,3,Married,26703,3,Y,No,19,3,2,80,2,26,2,4,20,17,5,6 24,4162,No,Travel_Rarely,1476,Sales,4,1,Medical,1,1445,4,Female,42,3,2,Sales Executive,3,Married,15211,1,Y,Yes,12,3,3,80,2,5,3,3,5,4,0,3 32,9204,No,Travel_Rarely,601,Sales,7,5,Marketing,1,1446,4,Male,97,3,2,Sales Executive,4,Married,23343,4,Y,No,12,3,3,80,1,7,3,2,4,3,0,3 34,3294,No,Travel_Rarely,401,Research & Development,1,3,Life Sciences,1,1447,4,Female,86,2,1,Laboratory Technician,2,Married,3708,5,Y,No,17,3,1,80,1,7,2,2,5,4,0,2 41,2127,No,Travel_Rarely,1283,Research & Development,5,5,Medical,1,1448,2,Male,90,4,1,Research Scientist,3,Married,5561,2,Y,Yes,12,3,1,80,0,7,5,2,4,2,0,3 40,3975,No,Non-Travel,663,Research & Development,9,4,Other,1,1449,3,Male,81,3,2,Laboratory Technician,3,Divorced,23099,3,Y,No,11,3,3,80,2,11,2,4,8,7,0,7 31,10793,No,Travel_Rarely,326,Sales,8,2,Life Sciences,1,1453,1,Male,31,3,3,Sales Executive,4,Divorced,8386,1,Y,No,18,3,1,80,1,13,5,3,13,7,9,9 46,10096,Yes,Travel_Rarely,377,Sales,9,3,Marketing,1,1457,1,Male,52,3,3,Sales Executive,4,Divorced,15986,4,Y,No,11,3,1,80,1,28,1,4,7,7,4,3 39,3646,Yes,Non-Travel,592,Research & Development,2,3,Life Sciences,1,1458,1,Female,54,2,1,Laboratory Technician,1,Single,17181,2,Y,Yes,23,4,2,80,0,11,2,4,1,0,0,0 31,7446,Yes,Travel_Frequently,1445,Research & Development,1,5,Life Sciences,1,1459,3,Female,100,4,3,Manufacturing Director,2,Single,8931,1,Y,No,11,3,1,80,0,10,2,3,10,8,4,7 45,10851,No,Travel_Rarely,1038,Research & Development,20,3,Medical,1,1460,2,Male,95,1,3,Healthcare Representative,1,Divorced,19863,2,Y,Yes,18,3,2,80,1,24,2,3,7,7,0,7 31,2109,No,Travel_Rarely,1398,Human Resources,8,2,Medical,1,1461,4,Female,96,4,1,Human Resources,2,Single,24609,9,Y,No,18,3,4,80,0,8,3,3,3,2,0,2 31,3722,Yes,Travel_Frequently,523,Research & Development,2,3,Life Sciences,1,1464,2,Male,94,3,1,Laboratory Technician,4,Married,21081,6,Y,Yes,13,3,3,80,1,7,2,1,2,2,2,2 45,9380,No,Travel_Rarely,1448,Research & Development,29,3,Technical Degree,1,1465,2,Male,55,3,3,Manufacturing Director,4,Married,14720,4,Y,Yes,18,3,4,80,2,10,4,4,3,1,1,2 48,5486,No,Travel_Rarely,1221,Sales,7,3,Marketing,1,1466,3,Male,96,3,2,Sales Executive,1,Divorced,24795,4,Y,No,11,3,1,80,3,15,3,3,2,2,2,2 34,2742,Yes,Travel_Rarely,1107,Human Resources,9,4,Technical Degree,1,1467,1,Female,52,3,1,Human Resources,3,Married,3072,1,Y,No,15,3,4,80,0,2,0,3,2,2,2,2 40,13757,No,Non-Travel,218,Research & Development,8,1,Medical,1,1468,4,Male,55,2,3,Research Director,2,Divorced,25178,2,Y,No,11,3,3,80,1,16,5,3,9,8,4,8 28,8463,No,Travel_Rarely,866,Sales,5,3,Medical,1,1469,4,Male,84,3,2,Sales Executive,1,Single,23490,0,Y,No,18,3,4,80,0,6,4,3,5,4,1,3 44,3162,No,Non-Travel,981,Research & Development,5,3,Life Sciences,1,1471,3,Male,90,2,1,Laboratory Technician,3,Single,7973,3,Y,No,14,3,4,80,0,7,5,3,5,2,0,3 53,16598,No,Travel_Rarely,447,Research & Development,2,3,Medical,1,1472,4,Male,39,4,4,Research Director,2,Single,19764,4,Y,No,12,3,2,80,0,35,2,2,9,8,8,8 49,6651,No,Travel_Rarely,1495,Research & Development,5,4,Technical Degree,1,1473,1,Male,96,3,2,Healthcare Representative,3,Married,21534,2,Y,No,14,3,2,80,1,20,0,2,3,2,1,2 40,2345,No,Travel_Rarely,896,Research & Development,2,3,Medical,1,1474,3,Male,68,3,1,Research Scientist,3,Divorced,8045,2,Y,No,14,3,3,80,1,8,3,4,3,1,1,2 44,3420,No,Travel_Rarely,1467,Research & Development,20,3,Life Sciences,1,1475,4,Male,49,3,1,Research Scientist,2,Single,21158,1,Y,No,13,3,3,80,0,6,3,2,5,2,1,3 33,4373,No,Travel_Frequently,430,Sales,7,3,Medical,1,1477,4,Male,54,3,2,Sales Executive,1,Married,17456,0,Y,No,14,3,1,80,2,5,2,3,4,3,0,3 34,4759,No,Travel_Rarely,1326,Sales,3,3,Other,1,1478,4,Male,81,1,2,Sales Executive,1,Single,15891,3,Y,No,18,3,4,80,0,15,2,3,13,9,3,12 30,5301,No,Travel_Rarely,1358,Sales,16,1,Life Sciences,1,1479,4,Male,96,3,2,Sales Executive,3,Married,2939,8,Y,No,15,3,3,80,2,4,2,2,2,1,2,2 42,3673,No,Travel_Frequently,748,Research & Development,9,2,Medical,1,1480,1,Female,74,3,1,Laboratory Technician,4,Single,16458,1,Y,No,13,3,3,80,0,12,3,3,12,9,5,8 44,4768,No,Travel_Frequently,383,Sales,1,5,Marketing,1,1481,1,Female,79,3,2,Sales Executive,3,Married,9282,7,Y,No,12,3,3,80,1,11,4,2,1,0,0,0 30,1274,No,Non-Travel,990,Research & Development,7,3,Technical Degree,1,1482,3,Male,64,3,1,Research Scientist,3,Divorced,7152,1,Y,No,13,3,2,80,2,1,2,2,1,0,0,0 57,4900,No,Travel_Rarely,405,Research & Development,1,2,Life Sciences,1,1483,2,Male,93,4,2,Research Scientist,3,Married,2721,0,Y,No,24,4,1,80,1,13,2,2,12,9,2,8 49,10466,No,Travel_Rarely,1490,Research & Development,7,4,Life Sciences,1,1484,3,Male,35,3,3,Healthcare Representative,2,Divorced,20948,3,Y,No,14,3,2,80,2,29,3,3,8,7,0,7 34,17007,No,Travel_Frequently,829,Research & Development,15,3,Medical,1,1485,2,Male,71,3,4,Research Director,1,Divorced,11929,7,Y,No,14,3,4,80,2,16,3,2,14,8,6,9 28,2909,Yes,Travel_Frequently,1496,Sales,1,3,Technical Degree,1,1486,1,Male,92,3,1,Sales Representative,3,Married,15747,3,Y,No,15,3,4,80,1,5,3,4,3,2,1,2 29,5765,Yes,Travel_Frequently,115,Sales,13,3,Technical Degree,1,1487,1,Female,51,3,2,Sales Executive,2,Single,17485,5,Y,No,11,3,1,80,0,7,4,1,5,3,0,0 34,4599,Yes,Travel_Rarely,790,Sales,24,4,Medical,1,1489,1,Female,40,2,2,Sales Executive,2,Single,7815,0,Y,Yes,23,4,3,80,0,16,2,4,15,9,10,10 35,2404,No,Travel_Rarely,660,Sales,7,1,Life Sciences,1,1492,4,Male,76,3,1,Sales Representative,3,Married,16192,1,Y,No,13,3,1,80,1,1,3,3,1,0,0,0 24,3172,Yes,Travel_Frequently,381,Research & Development,9,3,Medical,1,1494,2,Male,89,3,1,Laboratory Technician,1,Single,16998,2,Y,Yes,11,3,3,80,0,4,2,2,0,0,0,0 24,2033,No,Non-Travel,830,Sales,13,2,Life Sciences,1,1495,4,Female,78,3,1,Sales Representative,2,Married,7103,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 44,10209,No,Travel_Frequently,1193,Research & Development,2,1,Medical,1,1496,2,Male,86,3,3,Manufacturing Director,3,Single,19719,5,Y,Yes,18,3,2,80,0,16,2,2,2,2,2,2 29,8620,No,Travel_Rarely,1246,Sales,19,3,Life Sciences,1,1497,3,Male,77,2,2,Sales Executive,3,Divorced,23757,1,Y,No,14,3,3,80,2,10,3,3,10,7,0,4 30,2064,No,Travel_Rarely,330,Human Resources,1,3,Life Sciences,1,1499,3,Male,46,3,1,Human Resources,3,Divorced,15428,0,Y,No,21,4,1,80,1,6,3,4,5,3,1,3 55,4035,No,Travel_Rarely,1229,Research & Development,4,4,Life Sciences,1,1501,4,Male,30,3,2,Healthcare Representative,3,Married,16143,0,Y,Yes,16,3,2,80,0,4,2,3,3,2,1,2 33,3838,No,Travel_Rarely,1099,Research & Development,4,4,Medical,1,1502,1,Female,82,2,1,Laboratory Technician,2,Married,8192,8,Y,No,11,3,4,80,0,8,5,3,5,4,0,2 47,4591,No,Travel_Rarely,571,Sales,14,3,Medical,1,1503,3,Female,78,3,2,Sales Executive,3,Married,24200,3,Y,Yes,17,3,3,80,1,11,4,2,5,4,1,2 28,2561,Yes,Travel_Frequently,289,Research & Development,2,2,Medical,1,1504,3,Male,38,2,1,Laboratory Technician,1,Single,5355,7,Y,No,11,3,3,80,0,8,2,2,0,0,0,0 28,1563,No,Travel_Rarely,1423,Research & Development,1,3,Life Sciences,1,1506,1,Male,72,2,1,Research Scientist,3,Divorced,12530,1,Y,No,14,3,4,80,1,1,2,1,1,0,0,0 28,4898,No,Travel_Frequently,467,Sales,7,3,Life Sciences,1,1507,3,Male,55,3,2,Sales Executive,1,Single,11827,0,Y,No,14,3,4,80,0,5,5,3,4,2,1,3 49,4789,No,Travel_Rarely,271,Research & Development,3,2,Medical,1,1509,3,Female,43,2,2,Laboratory Technician,1,Married,23070,4,Y,No,25,4,1,80,1,10,3,3,3,2,1,2 29,3180,No,Travel_Frequently,410,Research & Development,2,1,Life Sciences,1,1513,4,Female,97,3,1,Laboratory Technician,2,Married,4668,0,Y,No,13,3,3,80,3,4,3,3,3,2,0,2 28,6549,No,Travel_Rarely,1083,Research & Development,29,1,Life Sciences,1,1514,3,Male,96,1,2,Manufacturing Director,2,Married,3173,1,Y,No,14,3,2,80,2,8,2,2,8,6,1,7 33,6388,No,Travel_Rarely,516,Research & Development,8,5,Life Sciences,1,1515,4,Male,69,3,2,Healthcare Representative,3,Single,22049,2,Y,Yes,17,3,1,80,0,14,6,3,0,0,0,0 32,11244,No,Travel_Rarely,495,Research & Development,10,3,Medical,1,1516,3,Male,64,3,3,Manager,4,Single,21072,2,Y,No,25,4,2,80,0,10,5,4,5,2,0,0 54,16032,No,Travel_Frequently,1050,Research & Development,11,4,Medical,1,1520,2,Female,87,3,4,Manager,4,Divorced,24456,3,Y,No,20,4,1,80,1,26,2,3,14,9,1,12 29,2362,Yes,Travel_Rarely,224,Research & Development,1,4,Technical Degree,1,1522,1,Male,100,2,1,Research Scientist,1,Single,7568,6,Y,No,13,3,3,80,0,11,2,1,9,7,0,7 44,16328,No,Travel_Rarely,136,Research & Development,28,3,Life Sciences,1,1523,4,Male,32,3,4,Research Director,1,Married,22074,3,Y,No,13,3,3,80,1,24,1,4,20,6,14,17 39,8376,No,Travel_Rarely,1089,Research & Development,6,3,Life Sciences,1,1525,2,Female,32,3,3,Manufacturing Director,2,Single,9150,4,Y,No,18,3,4,80,0,9,3,3,2,0,2,2 46,16606,No,Travel_Rarely,228,Sales,3,3,Life Sciences,1,1527,3,Female,51,3,4,Manager,2,Married,11380,8,Y,No,12,3,4,80,1,23,2,4,13,12,5,1 35,8606,No,Travel_Rarely,1029,Research & Development,16,3,Life Sciences,1,1529,4,Female,91,2,3,Healthcare Representative,2,Single,21195,1,Y,No,19,3,4,80,0,11,3,1,11,8,3,3 23,2272,No,Travel_Rarely,507,Research & Development,20,1,Life Sciences,1,1533,1,Male,97,3,2,Laboratory Technician,3,Single,24812,0,Y,No,14,3,2,80,0,5,2,3,4,3,1,2 40,2018,Yes,Travel_Rarely,676,Research & Development,9,4,Life Sciences,1,1534,4,Male,86,3,1,Laboratory Technician,1,Single,21831,3,Y,No,14,3,2,80,0,15,3,1,5,4,1,0 34,7083,No,Travel_Rarely,971,Sales,1,3,Technical Degree,1,1535,4,Male,64,2,3,Sales Executive,3,Married,12288,1,Y,Yes,14,3,4,80,0,10,3,3,10,9,8,6 31,4084,Yes,Travel_Frequently,561,Research & Development,3,3,Life Sciences,1,1537,4,Female,33,3,1,Research Scientist,3,Single,4156,1,Y,No,12,3,1,80,0,7,2,1,7,2,7,7 50,14411,No,Travel_Frequently,333,Research & Development,22,5,Medical,1,1539,3,Male,88,1,4,Research Director,4,Single,24450,1,Y,Yes,13,3,4,80,0,32,2,3,32,6,13,9 34,2308,No,Travel_Rarely,1440,Sales,7,2,Technical Degree,1,1541,2,Male,55,3,1,Sales Representative,3,Married,4944,0,Y,Yes,25,4,2,80,1,12,4,3,11,10,5,7 42,4841,No,Travel_Rarely,1210,Research & Development,2,3,Medical,1,1542,3,Male,68,2,1,Laboratory Technician,2,Married,24052,4,Y,No,14,3,2,80,1,4,3,3,1,0,0,0 37,4285,No,Travel_Rarely,674,Research & Development,13,3,Medical,1,1543,1,Male,47,3,2,Research Scientist,4,Married,3031,1,Y,No,17,3,1,80,0,10,2,3,10,8,3,7 29,9715,No,Travel_Rarely,441,Research & Development,8,1,Other,1,1544,3,Female,39,1,2,Healthcare Representative,1,Married,7288,3,Y,No,13,3,3,80,1,9,3,3,7,7,0,7 33,4320,No,Travel_Rarely,575,Research & Development,25,3,Life Sciences,1,1545,4,Male,44,2,2,Manufacturing Director,2,Single,24152,1,Y,No,13,3,4,80,0,5,2,3,5,3,0,2 45,2132,No,Travel_Rarely,950,Research & Development,28,3,Technical Degree,1,1546,4,Male,97,3,1,Research Scientist,4,Married,4585,4,Y,No,20,4,4,80,1,8,3,3,5,4,0,3 42,10124,No,Travel_Frequently,288,Research & Development,2,3,Life Sciences,1,1547,4,Male,40,3,3,Healthcare Representative,4,Married,18611,2,Y,Yes,14,3,3,80,1,24,3,1,20,8,13,9 40,5473,No,Travel_Rarely,1342,Sales,9,2,Medical,1,1548,1,Male,47,3,2,Sales Executive,1,Married,19345,0,Y,No,12,3,4,80,0,9,5,4,8,4,7,1 33,5207,No,Travel_Rarely,589,Research & Development,28,4,Life Sciences,1,1549,2,Male,79,3,2,Laboratory Technician,3,Married,22949,1,Y,Yes,12,3,2,80,1,15,3,3,15,14,5,7 40,16437,No,Travel_Rarely,898,Human Resources,6,2,Medical,1,1550,3,Male,38,3,4,Manager,4,Single,17381,1,Y,Yes,21,4,4,80,0,21,2,3,21,7,7,7 24,2296,No,Travel_Rarely,350,Research & Development,21,2,Technical Degree,1,1551,3,Male,57,2,1,Laboratory Technician,1,Divorced,10036,0,Y,No,14,3,2,80,3,2,3,3,1,1,0,0 40,4069,No,Non-Travel,1142,Research & Development,8,2,Life Sciences,1,1552,4,Male,72,3,2,Healthcare Representative,4,Divorced,8841,3,Y,Yes,18,3,3,80,0,8,2,3,2,2,2,2 45,7441,No,Travel_Rarely,538,Research & Development,1,4,Technical Degree,1,1553,1,Male,66,3,3,Healthcare Representative,2,Divorced,20933,1,Y,No,12,3,1,80,3,10,4,3,10,8,7,7 35,2430,No,Travel_Rarely,1402,Sales,28,4,Life Sciences,1,1554,2,Female,98,2,1,Sales Representative,3,Married,26204,0,Y,No,23,4,1,80,2,6,5,3,5,3,4,2 32,5878,No,Travel_Rarely,824,Research & Development,5,2,Life Sciences,1,1555,4,Female,67,2,2,Research Scientist,2,Married,15624,3,Y,No,12,3,1,80,1,12,2,3,7,1,2,5 36,2644,No,Travel_Rarely,1157,Sales,2,4,Life Sciences,1,1556,3,Male,70,3,1,Sales Representative,4,Single,17001,3,Y,Yes,21,4,4,80,0,7,3,2,3,2,1,2 48,6439,No,Travel_Rarely,492,Sales,16,4,Life Sciences,1,1557,3,Female,96,3,2,Sales Executive,3,Divorced,13693,8,Y,No,14,3,3,80,1,18,2,3,8,7,7,7 29,2451,No,Travel_Rarely,598,Research & Development,9,3,Life Sciences,1,1558,3,Male,91,4,1,Research Scientist,3,Married,22376,6,Y,No,18,3,1,80,2,5,2,2,1,0,0,0 33,6392,No,Travel_Rarely,1242,Sales,8,4,Life Sciences,1,1560,1,Male,46,3,2,Sales Executive,1,Married,10589,2,Y,No,13,3,4,80,1,8,6,1,2,2,2,2 30,9714,Yes,Travel_Rarely,740,Sales,1,3,Life Sciences,1,1562,2,Male,64,2,2,Sales Executive,1,Married,5323,1,Y,No,11,3,4,80,1,10,4,3,10,8,6,7 38,6077,No,Travel_Frequently,888,Human Resources,10,4,Human Resources,1,1563,3,Male,71,3,2,Human Resources,3,Married,14814,3,Y,No,11,3,3,80,0,10,2,3,6,3,1,2 35,2450,No,Travel_Rarely,992,Research & Development,1,3,Medical,1,1564,4,Male,68,2,1,Laboratory Technician,1,Single,21731,1,Y,No,19,3,2,80,0,3,3,3,3,0,1,2 30,9250,No,Travel_Rarely,1288,Sales,29,4,Technical Degree,1,1568,3,Male,33,3,3,Sales Executive,2,Married,17799,3,Y,No,12,3,2,80,1,9,3,3,4,2,1,3 35,2074,Yes,Travel_Rarely,104,Research & Development,2,3,Life Sciences,1,1569,1,Female,69,3,1,Laboratory Technician,1,Divorced,26619,1,Y,Yes,12,3,4,80,1,1,2,3,1,0,0,0 53,10169,Yes,Travel_Rarely,607,Research & Development,2,5,Technical Degree,1,1572,3,Female,78,2,3,Manufacturing Director,4,Married,14618,0,Y,No,16,3,2,80,1,34,4,3,33,7,1,9 38,4855,Yes,Travel_Rarely,903,Research & Development,2,3,Medical,1,1573,3,Male,81,3,2,Manufacturing Director,2,Married,7653,4,Y,No,11,3,1,80,2,7,2,3,5,2,1,4 32,4087,No,Non-Travel,1200,Research & Development,1,4,Technical Degree,1,1574,4,Male,62,3,2,Research Scientist,1,Married,25174,4,Y,No,14,3,2,80,1,9,3,2,6,5,1,2 48,2367,No,Travel_Rarely,1108,Research & Development,15,4,Other,1,1576,3,Female,65,3,1,Research Scientist,1,Married,16530,8,Y,No,12,3,4,80,1,10,3,2,8,2,7,6 34,2972,No,Travel_Rarely,479,Research & Development,7,4,Medical,1,1577,1,Male,35,3,1,Research Scientist,4,Single,22061,1,Y,No,13,3,3,80,0,1,4,1,1,0,0,0 55,19586,No,Travel_Rarely,685,Sales,26,5,Marketing,1,1578,3,Male,60,2,5,Manager,4,Married,23037,1,Y,No,21,4,3,80,1,36,3,3,36,6,2,13 34,5484,No,Travel_Rarely,1351,Research & Development,1,4,Life Sciences,1,1580,2,Male,45,3,2,Research Scientist,4,Married,13008,9,Y,No,17,3,2,80,1,9,3,2,2,2,2,1 26,2061,No,Travel_Rarely,474,Research & Development,3,3,Life Sciences,1,1581,1,Female,89,3,1,Research Scientist,4,Married,11133,1,Y,No,21,4,1,80,0,1,5,3,1,0,0,0 38,9924,No,Travel_Rarely,1245,Sales,14,3,Life Sciences,1,1582,3,Male,80,3,2,Sales Executive,2,Married,12355,0,Y,No,11,3,4,80,1,10,3,3,9,8,7,7 38,4198,No,Travel_Rarely,437,Sales,16,3,Life Sciences,1,1583,2,Female,90,3,2,Sales Executive,2,Single,16379,2,Y,No,12,3,2,80,0,8,5,4,3,2,1,2 36,6815,No,Travel_Rarely,884,Sales,1,4,Life Sciences,1,1585,2,Female,73,3,2,Sales Executive,3,Single,21447,6,Y,No,13,3,1,80,0,15,5,3,1,0,0,0 29,4723,No,Travel_Rarely,1370,Research & Development,3,1,Medical,1,1586,2,Male,87,3,1,Laboratory Technician,1,Single,16213,1,Y,Yes,18,3,4,80,0,10,3,3,10,9,1,5 35,6142,No,Travel_Rarely,670,Research & Development,10,4,Medical,1,1587,1,Female,51,3,2,Healthcare Representative,3,Single,4223,3,Y,Yes,16,3,3,80,0,10,4,3,5,2,0,4 39,8237,No,Travel_Rarely,1462,Sales,6,3,Medical,1,1588,4,Male,38,4,3,Sales Executive,3,Married,4658,2,Y,No,11,3,1,80,1,11,3,3,7,6,7,6 29,8853,No,Travel_Frequently,995,Research & Development,2,1,Life Sciences,1,1590,1,Male,87,3,2,Healthcare Representative,4,Divorced,24483,1,Y,No,19,3,4,80,1,6,0,4,6,4,1,3 50,19331,No,Travel_Rarely,264,Sales,9,3,Marketing,1,1591,3,Male,59,3,5,Manager,3,Married,19519,4,Y,Yes,16,3,3,80,1,27,2,3,1,0,0,0 23,2073,No,Travel_Rarely,977,Research & Development,10,3,Technical Degree,1,1592,4,Male,45,4,1,Research Scientist,3,Married,12826,2,Y,No,16,3,4,80,1,4,2,3,2,2,2,2 36,5562,No,Travel_Frequently,1302,Research & Development,6,4,Life Sciences,1,1594,1,Male,80,4,2,Laboratory Technician,1,Married,19711,3,Y,Yes,13,3,4,80,1,9,3,3,3,2,0,2 42,19613,No,Travel_Rarely,1059,Research & Development,9,2,Other,1,1595,4,Male,93,2,5,Manager,4,Single,26362,8,Y,No,22,4,4,80,0,24,2,3,1,0,0,1 35,3407,No,Travel_Rarely,750,Research & Development,28,3,Life Sciences,1,1596,2,Male,46,4,2,Laboratory Technician,3,Married,25348,1,Y,No,17,3,4,80,2,10,3,2,10,9,6,8 34,5063,No,Travel_Frequently,653,Research & Development,10,4,Technical Degree,1,1597,4,Male,92,2,2,Healthcare Representative,3,Married,15332,1,Y,No,14,3,2,80,1,8,3,2,8,2,7,7 40,4639,No,Travel_Rarely,118,Sales,14,2,Life Sciences,1,1598,4,Female,84,3,2,Sales Executive,1,Married,11262,1,Y,No,15,3,3,80,1,5,2,3,5,4,1,2 43,4876,No,Travel_Rarely,990,Research & Development,27,3,Technical Degree,1,1599,4,Male,87,4,1,Laboratory Technician,2,Divorced,5855,5,Y,No,12,3,3,80,1,8,0,3,6,4,0,2 35,2690,No,Travel_Rarely,1349,Research & Development,7,2,Life Sciences,1,1601,3,Male,63,2,1,Laboratory Technician,4,Married,7713,1,Y,No,18,3,4,80,1,1,5,2,1,0,0,1 46,17567,No,Travel_Rarely,563,Sales,1,4,Life Sciences,1,1602,4,Male,56,4,4,Manager,1,Single,3156,1,Y,No,15,3,2,80,0,27,5,1,26,0,0,12 28,2408,Yes,Travel_Rarely,329,Research & Development,24,3,Medical,1,1604,3,Male,51,3,1,Laboratory Technician,2,Married,7324,1,Y,Yes,17,3,3,80,3,1,3,3,1,1,0,0 22,2814,No,Non-Travel,457,Research & Development,26,2,Other,1,1605,2,Female,85,2,1,Research Scientist,3,Married,10293,1,Y,Yes,14,3,2,80,0,4,2,2,4,2,1,3 50,11245,No,Travel_Frequently,1234,Research & Development,20,5,Medical,1,1606,2,Male,41,3,4,Healthcare Representative,3,Married,20689,2,Y,Yes,15,3,3,80,1,32,3,3,30,8,12,13 32,3312,No,Travel_Rarely,634,Research & Development,5,4,Other,1,1607,2,Female,35,4,1,Research Scientist,4,Married,18783,3,Y,No,17,3,4,80,2,6,3,3,3,2,0,2 44,19049,No,Travel_Rarely,1313,Research & Development,7,3,Medical,1,1608,2,Female,31,3,5,Research Director,4,Divorced,3549,0,Y,Yes,14,3,4,80,1,23,4,2,22,7,1,10 30,2141,No,Travel_Rarely,241,Research & Development,7,3,Medical,1,1609,2,Male,48,2,1,Research Scientist,2,Married,5348,1,Y,No,12,3,2,80,1,6,3,2,6,4,1,1 45,5769,No,Travel_Rarely,1015,Research & Development,5,5,Medical,1,1611,3,Female,50,1,2,Laboratory Technician,1,Single,23447,1,Y,Yes,14,3,1,80,0,10,3,3,10,7,1,4 45,4385,No,Non-Travel,336,Sales,26,3,Marketing,1,1612,1,Male,52,2,2,Sales Executive,1,Married,24162,1,Y,No,15,3,1,80,1,10,2,3,10,7,4,5 31,5332,No,Travel_Frequently,715,Sales,2,4,Other,1,1613,4,Male,54,3,2,Sales Executive,1,Single,21602,7,Y,No,13,3,4,80,0,10,3,3,5,2,0,3 36,4663,No,Travel_Rarely,559,Research & Development,12,4,Life Sciences,1,1614,3,Female,76,3,2,Manufacturing Director,3,Married,12421,9,Y,Yes,12,3,2,80,2,7,2,3,3,2,1,1 34,4724,No,Travel_Frequently,426,Research & Development,10,4,Life Sciences,1,1615,3,Male,42,4,2,Manufacturing Director,4,Divorced,17000,1,Y,No,13,3,1,80,1,9,3,3,9,7,7,2 49,3211,No,Travel_Rarely,722,Research & Development,25,4,Life Sciences,1,1617,3,Female,84,3,1,Laboratory Technician,1,Married,22102,1,Y,No,14,3,4,80,1,10,3,2,9,6,1,4 39,5377,No,Travel_Rarely,1387,Research & Development,10,5,Medical,1,1618,2,Male,76,3,2,Manufacturing Director,1,Married,3835,2,Y,No,13,3,4,80,3,10,3,3,7,7,7,7 27,4066,No,Travel_Rarely,1302,Research & Development,19,3,Other,1,1619,4,Male,67,2,1,Laboratory Technician,1,Divorced,16290,1,Y,No,11,3,1,80,2,7,3,3,7,7,0,7 35,5208,No,Travel_Rarely,819,Research & Development,18,5,Life Sciences,1,1621,2,Male,48,4,2,Research Scientist,1,Married,26312,1,Y,No,11,3,4,80,0,16,2,3,16,15,1,10 28,4877,No,Travel_Rarely,580,Research & Development,27,3,Medical,1,1622,2,Female,39,1,2,Manufacturing Director,1,Divorced,20460,0,Y,No,21,4,2,80,1,6,5,2,5,3,0,0 21,3117,No,Travel_Rarely,546,Research & Development,5,1,Medical,1,1623,3,Male,97,3,1,Research Scientist,4,Single,26009,1,Y,No,18,3,3,80,0,3,2,3,2,2,2,2 18,1569,Yes,Travel_Frequently,544,Sales,3,2,Medical,1,1624,2,Female,70,3,1,Sales Representative,4,Single,18420,1,Y,Yes,12,3,3,80,0,0,2,4,0,0,0,0 47,19658,No,Travel_Rarely,1176,Human Resources,26,4,Life Sciences,1,1625,4,Female,98,3,5,Manager,3,Married,5220,3,Y,No,11,3,3,80,1,27,2,3,5,2,1,0 39,3069,No,Travel_Rarely,170,Research & Development,3,2,Medical,1,1627,3,Male,76,2,2,Laboratory Technician,3,Divorced,10302,0,Y,No,15,3,4,80,1,11,3,3,10,8,0,7 40,10435,No,Travel_Rarely,884,Research & Development,15,3,Life Sciences,1,1628,1,Female,80,2,3,Manufacturing Director,3,Married,25800,1,Y,No,13,3,4,80,2,18,2,3,18,15,14,12 35,4148,No,Non-Travel,208,Research & Development,8,4,Life Sciences,1,1630,3,Female,52,3,2,Healthcare Representative,3,Married,12250,1,Y,No,12,3,4,80,1,15,5,3,14,11,2,9 37,5768,No,Travel_Rarely,671,Research & Development,19,3,Life Sciences,1,1631,3,Male,85,3,2,Manufacturing Director,3,Married,26493,3,Y,No,17,3,1,80,3,9,2,2,4,3,0,2 39,5042,No,Travel_Frequently,711,Research & Development,4,3,Medical,1,1633,1,Female,81,3,2,Manufacturing Director,3,Single,3140,0,Y,No,13,3,4,80,0,10,2,1,9,2,3,8 45,5770,No,Travel_Rarely,1329,Research & Development,2,2,Other,1,1635,4,Female,59,2,2,Manufacturing Director,4,Divorced,5388,1,Y,No,19,3,1,80,2,10,3,3,10,7,3,9 38,7756,No,Travel_Rarely,397,Research & Development,2,2,Medical,1,1638,4,Female,54,2,3,Manufacturing Director,3,Married,14199,3,Y,Yes,19,3,4,80,1,10,6,4,5,4,0,2 35,10306,Yes,Travel_Rarely,737,Sales,10,3,Medical,1,1639,4,Male,55,2,3,Sales Executive,1,Married,21530,9,Y,No,17,3,3,80,0,15,3,3,13,12,6,0 37,3936,No,Travel_Rarely,1470,Research & Development,10,3,Medical,1,1640,2,Female,71,3,1,Research Scientist,2,Married,9953,1,Y,No,11,3,1,80,1,8,2,1,8,4,7,7 40,7945,No,Travel_Rarely,448,Research & Development,16,3,Life Sciences,1,1641,3,Female,84,3,3,Manufacturing Director,4,Single,19948,6,Y,Yes,15,3,4,80,0,18,2,2,4,2,3,3 44,5743,No,Travel_Frequently,602,Human Resources,1,5,Human Resources,1,1642,1,Male,37,3,2,Human Resources,4,Married,10503,4,Y,Yes,11,3,3,80,0,14,3,3,10,7,0,2 48,15202,No,Travel_Frequently,365,Research & Development,4,5,Medical,1,1644,3,Male,89,2,4,Manager,4,Married,5602,2,Y,No,25,4,2,80,1,23,3,3,2,2,2,2 35,5440,Yes,Travel_Rarely,763,Sales,15,2,Medical,1,1645,1,Male,59,1,2,Sales Executive,4,Divorced,22098,6,Y,Yes,14,3,4,80,2,7,2,2,2,2,2,2 24,3760,No,Travel_Frequently,567,Research & Development,2,1,Technical Degree,1,1646,1,Female,32,3,1,Research Scientist,4,Single,17218,1,Y,Yes,13,3,3,80,0,6,2,3,6,3,1,3 27,3517,No,Travel_Rarely,486,Research & Development,8,3,Medical,1,1647,2,Female,86,4,1,Research Scientist,3,Married,22490,7,Y,No,17,3,1,80,0,5,0,3,3,2,0,2 27,2580,No,Travel_Frequently,591,Research & Development,2,3,Medical,1,1648,4,Male,87,3,1,Research Scientist,4,Single,6297,2,Y,No,13,3,3,80,0,6,0,2,4,2,1,2 40,2166,Yes,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1649,1,Male,73,3,1,Laboratory Technician,1,Single,3339,3,Y,Yes,14,3,2,80,0,10,3,1,4,2,0,3 29,5869,No,Travel_Rarely,469,Sales,10,3,Medical,1,1650,3,Male,42,2,2,Sales Executive,3,Single,23413,9,Y,No,11,3,3,80,0,8,2,3,5,2,1,4 36,8008,No,Travel_Rarely,711,Research & Development,5,4,Life Sciences,1,1651,2,Female,42,3,3,Healthcare Representative,1,Married,22792,4,Y,No,12,3,3,80,2,9,6,3,3,2,0,2 25,5206,No,Travel_Frequently,772,Research & Development,2,1,Life Sciences,1,1653,4,Male,77,4,2,Manufacturing Director,3,Divorced,4973,1,Y,No,17,3,3,80,2,7,6,3,7,7,0,7 39,5295,No,Travel_Rarely,492,Research & Development,12,3,Medical,1,1654,4,Male,66,3,2,Manufacturing Director,2,Married,7693,4,Y,No,21,4,3,80,0,7,3,3,5,4,1,0 49,16413,No,Travel_Rarely,301,Research & Development,22,4,Other,1,1655,1,Female,72,3,4,Research Director,2,Married,3498,3,Y,No,16,3,2,80,2,27,2,3,4,2,1,2 50,13269,No,Travel_Rarely,813,Research & Development,17,5,Life Sciences,1,1656,4,Female,50,2,3,Research Director,1,Divorced,21981,5,Y,No,15,3,3,80,3,19,3,3,14,11,1,11 20,2783,No,Travel_Rarely,1141,Sales,2,3,Medical,1,1657,3,Female,31,3,1,Sales Representative,3,Single,13251,1,Y,No,19,3,1,80,0,2,3,3,2,2,2,2 34,5433,No,Travel_Rarely,1130,Research & Development,3,3,Life Sciences,1,1658,4,Female,66,3,2,Research Scientist,2,Divorced,19332,1,Y,No,12,3,3,80,1,11,2,3,11,8,7,9 36,2013,No,Travel_Rarely,311,Research & Development,7,3,Life Sciences,1,1659,1,Male,77,3,1,Laboratory Technician,2,Single,10950,2,Y,No,11,3,3,80,0,15,4,3,4,3,1,3 49,13966,No,Travel_Rarely,465,Research & Development,6,1,Life Sciences,1,1661,3,Female,41,2,4,Healthcare Representative,3,Married,11652,2,Y,Yes,19,3,2,80,1,30,3,3,15,11,2,12 36,4374,No,Non-Travel,894,Research & Development,1,4,Medical,1,1662,4,Female,33,2,2,Manufacturing Director,3,Married,15411,0,Y,No,15,3,3,80,0,4,6,3,3,2,1,2 36,6842,No,Travel_Rarely,1040,Research & Development,3,2,Life Sciences,1,1664,4,Male,79,4,2,Healthcare Representative,1,Divorced,26308,6,Y,No,20,4,1,80,1,13,3,3,5,4,0,4 54,17426,No,Travel_Rarely,584,Research & Development,22,5,Medical,1,1665,2,Female,91,3,4,Manager,3,Married,18685,3,Y,No,25,4,3,80,1,36,6,3,10,8,4,7 43,17603,No,Travel_Rarely,1291,Research & Development,15,2,Life Sciences,1,1666,3,Male,65,2,4,Research Director,3,Married,3525,1,Y,No,24,4,1,80,1,14,3,3,14,10,6,11 35,4581,Yes,Travel_Frequently,880,Sales,12,4,Other,1,1667,4,Male,36,3,2,Sales Executive,4,Single,10414,3,Y,Yes,24,4,1,80,0,13,2,4,11,9,6,7 38,4735,No,Travel_Frequently,1189,Research & Development,1,3,Life Sciences,1,1668,4,Male,90,3,2,Research Scientist,4,Married,9867,7,Y,No,15,3,4,80,2,19,4,4,13,11,2,9 29,4187,No,Travel_Rarely,991,Sales,5,3,Medical,1,1669,1,Male,43,2,2,Sales Executive,2,Divorced,3356,1,Y,Yes,13,3,2,80,1,10,3,2,10,0,0,9 33,5505,No,Travel_Rarely,392,Sales,2,4,Medical,1,1670,4,Male,93,3,2,Sales Executive,4,Divorced,3921,1,Y,No,14,3,3,80,2,6,5,3,6,2,0,4 32,5470,No,Travel_Rarely,977,Research & Development,2,3,Medical,1,1671,4,Male,45,3,2,Research Scientist,2,Divorced,25518,0,Y,No,13,3,3,80,2,10,4,2,9,5,1,6 31,5476,No,Travel_Rarely,1112,Sales,5,4,Life Sciences,1,1673,1,Female,67,3,2,Sales Executive,4,Married,22589,1,Y,No,11,3,1,80,2,10,2,3,10,0,0,2 49,2587,No,Travel_Rarely,464,Research & Development,16,3,Medical,1,1674,4,Female,74,3,1,Laboratory Technician,1,Divorced,24941,4,Y,Yes,16,3,2,80,1,17,2,2,2,2,2,2 38,2440,No,Travel_Frequently,148,Research & Development,2,3,Medical,1,1675,4,Female,42,2,1,Laboratory Technician,2,Single,23826,1,Y,No,22,4,2,80,0,4,3,3,4,3,3,3 47,15972,No,Travel_Rarely,1225,Sales,2,4,Life Sciences,1,1676,2,Female,47,4,4,Manager,2,Divorced,21086,6,Y,No,14,3,3,80,3,29,2,3,3,2,1,2 49,15379,No,Travel_Rarely,809,Research & Development,1,3,Life Sciences,1,1677,3,Male,36,3,4,Manager,3,Single,22384,4,Y,No,14,3,1,80,0,23,2,3,8,7,0,0 41,7082,No,Travel_Rarely,1206,Sales,23,2,Life Sciences,1,1678,4,Male,80,3,3,Sales Executive,3,Single,11591,3,Y,Yes,16,3,4,80,0,21,2,3,2,0,0,2 20,2728,No,Travel_Rarely,727,Sales,9,1,Life Sciences,1,1680,4,Male,54,3,1,Sales Representative,1,Single,21082,1,Y,No,11,3,1,80,0,2,3,3,2,2,0,2 33,5368,No,Non-Travel,530,Sales,16,3,Life Sciences,1,1681,3,Female,36,3,2,Sales Executive,4,Divorced,16130,1,Y,Yes,25,4,3,80,1,7,2,3,6,5,1,2 36,5347,No,Travel_Rarely,1351,Research & Development,26,4,Life Sciences,1,1682,1,Male,80,3,2,Healthcare Representative,3,Married,7419,6,Y,No,14,3,2,80,2,10,2,2,3,2,0,2 44,3195,No,Travel_Rarely,528,Human Resources,1,3,Life Sciences,1,1683,3,Female,44,3,1,Human Resources,4,Divorced,4167,4,Y,Yes,18,3,1,80,3,8,2,3,2,2,2,2 23,3989,Yes,Travel_Rarely,1320,Research & Development,8,1,Medical,1,1684,4,Male,93,2,1,Laboratory Technician,3,Single,20586,1,Y,Yes,11,3,1,80,0,5,2,3,5,4,1,2 38,3306,No,Travel_Rarely,1495,Research & Development,4,2,Medical,1,1687,4,Female,87,3,1,Laboratory Technician,3,Married,26176,7,Y,No,19,3,4,80,1,7,5,2,0,0,0,0 53,7005,No,Travel_Rarely,1395,Research & Development,24,4,Medical,1,1689,2,Male,48,4,3,Healthcare Representative,4,Married,3458,3,Y,No,15,3,3,80,0,11,2,3,4,3,1,2 48,2655,Yes,Travel_Frequently,708,Sales,7,2,Medical,1,1691,4,Female,95,3,1,Sales Representative,3,Married,11740,2,Y,Yes,11,3,3,80,2,19,3,3,9,7,7,7 32,1393,Yes,Travel_Rarely,1259,Research & Development,2,4,Life Sciences,1,1692,4,Male,95,3,1,Laboratory Technician,2,Single,24852,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 26,2570,No,Non-Travel,786,Research & Development,7,3,Medical,1,1693,4,Male,76,3,1,Laboratory Technician,4,Single,11925,1,Y,No,20,4,3,80,0,7,5,3,7,7,5,7 55,3537,No,Travel_Rarely,1441,Research & Development,22,3,Technical Degree,1,1694,1,Male,94,2,1,Research Scientist,2,Divorced,23737,5,Y,No,12,3,4,80,1,8,1,3,4,2,1,2 34,3986,No,Travel_Rarely,1157,Research & Development,5,2,Medical,1,1696,2,Male,57,2,2,Laboratory Technician,4,Married,11912,1,Y,No,14,3,3,80,1,15,3,4,15,10,4,13 60,10883,No,Travel_Rarely,370,Research & Development,1,4,Medical,1,1697,3,Male,92,1,3,Healthcare Representative,4,Divorced,20467,3,Y,No,20,4,3,80,1,19,2,4,1,0,0,0 33,2028,No,Travel_Rarely,267,Research & Development,21,3,Medical,1,1698,2,Male,79,4,1,Laboratory Technician,2,Married,13637,1,Y,No,18,3,4,80,3,14,6,3,14,11,2,13 37,9525,No,Travel_Frequently,1278,Sales,1,4,Medical,1,1700,3,Male,31,1,2,Sales Executive,4,Divorced,7677,1,Y,No,14,3,3,80,2,6,2,2,6,3,1,3 34,2929,No,Travel_Rarely,678,Research & Development,19,3,Life Sciences,1,1701,2,Female,35,2,1,Research Scientist,4,Married,20338,1,Y,No,12,3,2,80,0,10,3,3,10,9,8,7 23,2275,Yes,Travel_Rarely,427,Sales,7,3,Life Sciences,1,1702,3,Male,99,3,1,Sales Representative,4,Divorced,25103,1,Y,Yes,21,4,2,80,1,3,2,3,3,2,0,2 44,7879,No,Travel_Rarely,921,Research & Development,2,3,Life Sciences,1,1703,3,Female,96,4,3,Healthcare Representative,4,Married,14810,1,Y,Yes,19,3,2,80,1,9,2,3,8,7,6,7 35,4930,No,Travel_Frequently,146,Research & Development,2,4,Medical,1,1704,1,Male,79,2,1,Research Scientist,4,Single,13970,0,Y,Yes,14,3,3,80,0,6,2,4,5,4,1,4 43,7847,No,Travel_Rarely,1179,Sales,2,3,Medical,1,1706,4,Male,73,3,2,Sales Executive,4,Married,6069,1,Y,Yes,17,3,1,80,1,10,3,3,10,9,8,8 24,4401,No,Travel_Rarely,581,Research & Development,9,3,Medical,1,1707,3,Male,62,4,1,Research Scientist,3,Married,17616,1,Y,No,16,3,4,80,1,5,1,3,5,3,0,4 41,9241,No,Travel_Rarely,918,Sales,6,3,Marketing,1,1708,4,Male,35,3,3,Sales Executive,3,Single,15869,1,Y,No,12,3,2,80,0,10,3,3,10,8,8,7 29,2974,No,Travel_Rarely,1082,Research & Development,9,4,Medical,1,1709,4,Female,43,3,1,Laboratory Technician,3,Married,25412,9,Y,No,17,3,3,80,1,9,2,3,5,3,1,2 36,4502,No,Travel_Rarely,530,Sales,2,4,Life Sciences,1,1710,3,Female,51,3,2,Sales Representative,4,Single,7439,3,Y,No,15,3,3,80,0,17,2,2,13,7,6,7 45,10748,No,Non-Travel,1238,Research & Development,1,1,Life Sciences,1,1712,3,Male,74,2,3,Healthcare Representative,3,Married,3395,3,Y,No,23,4,4,80,1,25,3,2,23,15,14,4 24,1555,Yes,Travel_Rarely,240,Human Resources,22,1,Human Resources,1,1714,4,Male,58,1,1,Human Resources,3,Married,11585,1,Y,No,11,3,3,80,1,1,2,3,1,0,0,0 47,12936,Yes,Travel_Frequently,1093,Sales,9,3,Life Sciences,1,1716,3,Male,82,1,4,Sales Executive,3,Married,24164,7,Y,No,11,3,3,80,0,25,3,1,23,5,14,10 26,2305,No,Travel_Rarely,390,Research & Development,17,4,Medical,1,1718,4,Male,62,1,1,Laboratory Technician,3,Married,6217,1,Y,No,15,3,3,80,3,3,3,4,3,2,0,2 45,16704,No,Travel_Rarely,1005,Research & Development,28,2,Technical Degree,1,1719,4,Female,48,2,4,Research Director,2,Single,17119,1,Y,No,11,3,3,80,0,21,2,3,21,6,8,6 32,3433,No,Travel_Frequently,585,Research & Development,10,3,Life Sciences,1,1720,1,Male,56,3,1,Research Scientist,3,Married,17360,6,Y,No,13,3,1,80,1,10,3,2,5,2,1,3 31,3477,No,Travel_Rarely,741,Research & Development,2,4,Life Sciences,1,1721,2,Male,69,3,1,Laboratory Technician,3,Married,18103,1,Y,No,14,3,4,80,1,6,2,4,5,2,0,3 41,6430,No,Non-Travel,552,Human Resources,4,3,Human Resources,1,1722,3,Male,60,1,2,Human Resources,2,Married,20794,6,Y,No,19,3,2,80,1,10,4,3,3,2,1,2 40,6516,No,Travel_Rarely,369,Research & Development,8,2,Life Sciences,1,1724,2,Female,92,3,2,Manufacturing Director,1,Married,5041,2,Y,Yes,16,3,2,80,1,18,3,3,1,0,0,0 24,3907,No,Travel_Rarely,506,Research & Development,29,1,Medical,1,1725,2,Male,91,3,1,Laboratory Technician,1,Divorced,3622,1,Y,No,13,3,2,80,3,6,2,4,6,2,1,2 46,5562,No,Travel_Rarely,717,Research & Development,13,4,Life Sciences,1,1727,3,Male,34,3,2,Healthcare Representative,2,Single,9697,6,Y,No,14,3,4,80,0,19,3,3,10,7,0,9 35,6883,No,Travel_Rarely,1370,Research & Development,27,4,Life Sciences,1,1728,4,Male,49,3,2,Manufacturing Director,3,Married,5151,2,Y,No,16,3,2,80,1,17,3,3,7,7,0,7 30,2862,No,Travel_Rarely,793,Research & Development,16,1,Life Sciences,1,1729,2,Male,33,3,1,Research Scientist,4,Married,3811,1,Y,No,12,3,2,80,1,10,2,2,10,0,0,8 47,4978,No,Non-Travel,543,Sales,2,4,Marketing,1,1731,3,Male,87,3,2,Sales Executive,2,Married,3536,7,Y,No,11,3,4,80,1,4,3,1,1,0,0,0 46,10368,No,Travel_Rarely,1277,Sales,2,3,Life Sciences,1,1732,3,Male,74,3,3,Sales Executive,4,Divorced,5596,4,Y,Yes,12,3,2,80,1,13,5,2,10,6,0,3 36,6134,Yes,Travel_Rarely,1456,Sales,13,5,Marketing,1,1733,2,Male,96,2,2,Sales Executive,1,Divorced,8658,5,Y,Yes,13,3,2,80,3,16,3,3,2,2,2,2 32,6735,Yes,Travel_Rarely,964,Sales,1,2,Life Sciences,1,1734,1,Male,34,1,2,Sales Executive,2,Single,12147,6,Y,No,15,3,2,80,0,10,2,3,0,0,0,0 23,3295,No,Travel_Rarely,160,Research & Development,4,1,Medical,1,1735,3,Female,51,3,1,Laboratory Technician,2,Single,12862,1,Y,No,13,3,3,80,0,3,3,1,3,2,1,2 31,5238,No,Travel_Frequently,163,Research & Development,24,1,Technical Degree,1,1736,4,Female,30,3,2,Manufacturing Director,4,Single,6670,2,Y,No,20,4,4,80,0,9,3,2,5,4,1,4 39,6472,No,Non-Travel,792,Research & Development,1,3,Life Sciences,1,1737,4,Male,77,3,2,Laboratory Technician,4,Married,8989,1,Y,Yes,15,3,4,80,1,9,2,3,9,8,5,8 32,9610,No,Travel_Rarely,371,Sales,19,3,Life Sciences,1,1739,4,Male,80,1,3,Sales Executive,3,Married,3840,3,Y,No,13,3,3,80,1,10,2,1,4,3,0,2 40,19833,No,Travel_Rarely,611,Sales,7,4,Medical,1,1740,2,Male,88,3,5,Manager,2,Single,4349,1,Y,No,14,3,2,80,0,21,3,2,21,8,12,8 45,9756,No,Travel_Rarely,176,Human Resources,4,3,Life Sciences,1,1744,3,Female,56,1,3,Human Resources,3,Married,6595,4,Y,No,21,4,3,80,2,9,2,4,5,0,0,3 30,4968,No,Travel_Frequently,1312,Research & Development,2,4,Technical Degree,1,1745,4,Female,78,2,1,Research Scientist,1,Single,26427,0,Y,No,16,3,4,80,0,10,2,3,9,7,0,7 24,2145,No,Travel_Frequently,897,Human Resources,10,3,Medical,1,1746,1,Male,59,3,1,Human Resources,4,Married,2097,0,Y,No,14,3,4,80,1,3,2,3,2,2,2,1 30,2180,Yes,Travel_Frequently,600,Human Resources,8,3,Human Resources,1,1747,3,Female,66,2,1,Human Resources,4,Divorced,9732,6,Y,No,11,3,3,80,1,6,0,2,4,2,1,2 31,8346,No,Travel_Rarely,1003,Sales,5,3,Technical Degree,1,1749,1,Male,51,3,2,Sales Executive,3,Married,20943,1,Y,No,19,3,3,80,1,6,3,3,5,2,0,2 27,3445,No,Travel_Rarely,1054,Research & Development,8,3,Medical,1,1751,3,Female,67,3,1,Research Scientist,4,Single,6152,1,Y,No,11,3,3,80,0,6,5,2,6,2,1,4 29,2760,Yes,Travel_Rarely,428,Sales,9,3,Marketing,1,1752,2,Female,52,1,1,Sales Representative,2,Single,14630,1,Y,No,13,3,3,80,0,2,3,3,2,2,2,2 29,6294,No,Travel_Frequently,461,Research & Development,1,3,Life Sciences,1,1753,4,Male,70,4,2,Healthcare Representative,3,Single,23060,8,Y,Yes,12,3,4,80,0,10,5,4,3,2,0,2 30,7140,No,Travel_Rarely,979,Sales,15,2,Marketing,1,1754,3,Male,94,2,3,Sales Executive,1,Divorced,3088,2,Y,No,11,3,1,80,1,12,2,3,7,7,1,7 34,2932,No,Travel_Rarely,181,Research & Development,2,4,Medical,1,1755,4,Male,97,4,1,Research Scientist,4,Married,5586,0,Y,Yes,14,3,1,80,3,6,3,3,5,0,1,2 33,5147,No,Non-Travel,1283,Sales,2,3,Marketing,1,1756,4,Female,62,3,2,Sales Executive,2,Single,10697,8,Y,No,15,3,4,80,0,13,2,2,11,7,1,7 49,4507,No,Travel_Rarely,1313,Sales,11,4,Marketing,1,1757,4,Female,80,3,2,Sales Executive,4,Single,8191,3,Y,No,12,3,3,80,0,8,1,4,5,1,0,4 33,8564,Yes,Travel_Rarely,211,Sales,16,3,Life Sciences,1,1758,1,Female,74,3,3,Sales Executive,1,Single,10092,2,Y,Yes,20,4,3,80,0,11,2,2,0,0,0,0 38,2468,No,Travel_Frequently,594,Research & Development,2,2,Medical,1,1760,3,Female,75,2,1,Laboratory Technician,2,Married,15963,4,Y,No,14,3,2,80,1,9,4,2,6,1,0,5 31,8161,Yes,Travel_Rarely,1079,Sales,16,4,Marketing,1,1761,1,Male,70,3,3,Sales Executive,3,Married,19002,2,Y,No,13,3,1,80,3,10,2,3,1,0,0,0 29,2109,No,Travel_Rarely,590,Research & Development,4,3,Technical Degree,1,1762,4,Female,91,2,1,Research Scientist,1,Divorced,10007,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 30,5294,No,Travel_Rarely,305,Research & Development,16,3,Life Sciences,1,1763,3,Male,58,4,2,Healthcare Representative,3,Married,9128,3,Y,No,16,3,3,80,1,10,3,3,7,0,1,7 32,2718,No,Non-Travel,953,Research & Development,5,4,Technical Degree,1,1764,2,Male,65,3,1,Research Scientist,2,Single,17674,2,Y,No,14,3,2,80,0,12,3,3,7,7,0,7 38,5811,No,Travel_Rarely,833,Research & Development,18,3,Medical,1,1766,2,Male,60,1,2,Healthcare Representative,4,Married,24539,3,Y,Yes,16,3,3,80,1,15,2,3,1,0,1,0 43,2437,Yes,Travel_Frequently,807,Research & Development,17,3,Technical Degree,1,1767,3,Male,38,2,1,Research Scientist,3,Married,15587,9,Y,Yes,16,3,4,80,1,6,4,3,1,0,0,0 42,2766,No,Travel_Rarely,855,Research & Development,12,3,Medical,1,1768,2,Male,57,3,1,Laboratory Technician,2,Divorced,8952,8,Y,No,22,4,2,80,3,7,6,2,5,3,0,4 55,19038,No,Travel_Rarely,478,Research & Development,2,3,Medical,1,1770,3,Male,60,2,5,Research Director,1,Married,19805,8,Y,No,12,3,2,80,3,34,2,3,1,0,0,0 33,3055,No,Non-Travel,775,Research & Development,4,3,Technical Degree,1,1771,4,Male,90,3,2,Research Scientist,2,Divorced,6194,5,Y,No,15,3,4,80,2,11,2,2,9,8,1,7 41,2289,No,Travel_Rarely,548,Research & Development,9,4,Life Sciences,1,1772,3,Male,94,3,1,Laboratory Technician,1,Divorced,20520,1,Y,No,20,4,2,80,2,5,2,3,5,3,0,4 34,4001,No,Non-Travel,1375,Sales,10,3,Life Sciences,1,1774,4,Male,87,3,2,Sales Executive,3,Divorced,12313,1,Y,Yes,14,3,3,80,1,15,3,3,15,14,0,7 53,12965,No,Non-Travel,661,Research & Development,1,4,Medical,1,1775,1,Female,60,2,4,Manufacturing Director,3,Married,22308,4,Y,Yes,20,4,4,80,3,27,2,2,3,2,0,2 43,3539,No,Travel_Rarely,244,Human Resources,2,3,Life Sciences,1,1778,2,Male,97,3,1,Human Resources,4,Single,5033,0,Y,No,13,3,2,80,0,10,5,3,9,7,1,8 34,6029,No,Travel_Rarely,511,Sales,3,2,Life Sciences,1,1779,4,Female,32,1,2,Sales Executive,4,Single,25353,5,Y,No,12,3,1,80,0,6,3,3,2,2,2,2 21,2679,Yes,Travel_Rarely,337,Sales,7,1,Marketing,1,1780,2,Male,31,3,1,Sales Representative,2,Single,4567,1,Y,No,13,3,2,80,0,1,3,3,1,0,1,0 38,3702,No,Travel_Rarely,1153,Research & Development,6,2,Other,1,1782,4,Female,40,2,1,Laboratory Technician,3,Married,16376,1,Y,No,11,3,2,80,1,5,3,3,5,4,0,4 22,2398,Yes,Travel_Rarely,1294,Research & Development,8,1,Medical,1,1783,3,Female,79,3,1,Laboratory Technician,1,Married,15999,1,Y,Yes,17,3,3,80,0,1,6,3,1,0,0,0 31,5468,No,Travel_Rarely,196,Sales,29,4,Marketing,1,1784,1,Female,91,2,2,Sales Executive,4,Married,13402,1,Y,No,14,3,1,80,2,13,3,3,12,7,5,7 51,13116,No,Travel_Rarely,942,Research & Development,3,3,Technical Degree,1,1786,1,Female,53,3,3,Manager,3,Married,22984,2,Y,No,11,3,4,80,0,15,2,3,2,2,2,2 37,4189,No,Travel_Rarely,589,Sales,9,2,Marketing,1,1787,2,Male,46,2,2,Sales Executive,2,Married,8800,1,Y,No,14,3,1,80,2,5,2,3,5,2,0,3 46,19328,No,Travel_Rarely,734,Research & Development,2,4,Medical,1,1789,3,Male,46,3,5,Research Director,4,Divorced,14218,7,Y,Yes,17,3,3,80,1,24,3,3,2,1,2,2 36,8321,No,Travel_Rarely,1383,Research & Development,10,3,Life Sciences,1,1790,4,Male,90,3,3,Healthcare Representative,1,Married,25949,7,Y,Yes,13,3,4,80,1,15,1,3,12,8,5,7 44,2342,Yes,Travel_Frequently,429,Research & Development,1,2,Medical,1,1792,3,Male,99,3,1,Research Scientist,2,Divorced,11092,1,Y,Yes,12,3,3,80,3,6,2,2,5,3,2,3 37,4071,No,Travel_Rarely,1239,Human Resources,8,2,Other,1,1794,3,Male,89,3,2,Human Resources,2,Divorced,12832,2,Y,No,13,3,3,80,0,19,4,2,10,0,4,7 35,5813,Yes,Travel_Rarely,303,Sales,27,3,Life Sciences,1,1797,3,Male,84,3,2,Sales Executive,4,Single,13492,1,Y,Yes,18,3,4,80,0,10,2,3,10,7,7,7 33,3143,No,Travel_Rarely,867,Research & Development,8,4,Life Sciences,1,1798,4,Male,90,4,1,Research Scientist,1,Married,6076,6,Y,No,19,3,2,80,1,14,1,3,10,8,7,6 28,2044,No,Travel_Rarely,1181,Research & Development,1,3,Life Sciences,1,1799,3,Male,82,3,1,Research Scientist,4,Married,5531,1,Y,No,11,3,3,80,1,5,6,4,5,3,0,3 39,13464,No,Travel_Rarely,1253,Research & Development,10,1,Medical,1,1800,3,Male,65,3,3,Research Director,3,Single,7914,7,Y,No,21,4,3,80,0,9,3,3,4,3,2,2 46,7991,No,Non-Travel,849,Sales,26,2,Life Sciences,1,1801,2,Male,98,2,2,Sales Executive,2,Single,25166,8,Y,No,15,3,3,80,0,6,3,3,2,2,2,2 40,3377,No,Travel_Rarely,616,Research & Development,2,2,Life Sciences,1,1802,3,Female,99,3,1,Laboratory Technician,1,Married,25605,4,Y,No,17,3,4,80,1,7,5,2,4,3,0,2 42,5538,No,Travel_Rarely,1128,Research & Development,13,3,Medical,1,1803,2,Male,95,4,2,Healthcare Representative,1,Married,5696,5,Y,No,18,3,3,80,2,10,2,2,0,0,0,0 35,5762,No,Non-Travel,1180,Research & Development,2,2,Medical,1,1804,2,Male,90,3,2,Manufacturing Director,4,Divorced,24442,2,Y,No,14,3,3,80,1,15,6,3,7,7,1,7 38,2592,No,Non-Travel,1336,Human Resources,2,3,Human Resources,1,1805,1,Male,100,3,1,Human Resources,2,Divorced,7129,5,Y,No,13,3,4,80,3,13,3,3,11,10,3,8 34,5346,Yes,Travel_Frequently,234,Research & Development,9,4,Life Sciences,1,1807,4,Male,93,3,2,Laboratory Technician,1,Married,6208,4,Y,No,17,3,3,80,1,11,3,2,7,1,0,7 37,4213,Yes,Travel_Rarely,370,Research & Development,10,4,Medical,1,1809,4,Male,58,3,2,Manufacturing Director,1,Single,4992,1,Y,No,15,3,2,80,0,10,4,1,10,3,0,8 39,4127,No,Travel_Frequently,766,Sales,20,3,Life Sciences,1,1812,3,Male,83,3,2,Sales Executive,4,Divorced,19188,2,Y,No,18,3,4,80,1,7,6,3,2,1,2,2 43,2438,No,Non-Travel,343,Research & Development,9,3,Life Sciences,1,1813,1,Male,52,3,1,Research Scientist,3,Single,24978,4,Y,No,13,3,3,80,0,7,2,2,3,2,1,2 41,6870,No,Travel_Rarely,447,Research & Development,5,3,Life Sciences,1,1814,2,Male,85,4,2,Healthcare Representative,2,Single,15530,3,Y,No,12,3,1,80,0,11,3,1,3,2,1,2 41,10447,No,Travel_Rarely,796,Sales,4,1,Marketing,1,1815,3,Female,81,3,3,Sales Executive,3,Divorced,26458,0,Y,Yes,13,3,4,80,1,23,3,4,22,14,13,5 30,9667,No,Travel_Rarely,1092,Research & Development,10,3,Medical,1,1816,1,Female,64,3,3,Manufacturing Director,3,Single,2739,9,Y,No,14,3,2,80,0,9,3,3,7,7,0,2 26,2148,Yes,Travel_Rarely,920,Human Resources,20,2,Medical,1,1818,4,Female,69,3,1,Human Resources,2,Married,6889,0,Y,Yes,11,3,3,80,0,6,3,3,5,1,1,4 46,8926,Yes,Travel_Rarely,261,Research & Development,21,2,Medical,1,1821,4,Female,66,3,2,Healthcare Representative,2,Married,10842,4,Y,No,22,4,4,80,1,13,2,4,9,7,3,7 40,6513,No,Travel_Rarely,1194,Research & Development,1,3,Life Sciences,1,1822,3,Female,52,3,2,Healthcare Representative,4,Divorced,9060,4,Y,No,17,3,4,80,1,12,3,3,5,3,0,3 34,6799,No,Travel_Rarely,810,Sales,8,2,Technical Degree,1,1823,2,Male,92,4,2,Sales Executive,3,Married,22128,1,Y,No,21,4,3,80,2,10,5,3,10,8,4,8 58,16291,No,Non-Travel,350,Sales,2,3,Medical,1,1824,2,Male,52,3,4,Manager,2,Divorced,22577,4,Y,No,22,4,4,80,1,37,0,2,16,9,14,14 35,2705,No,Travel_Rarely,185,Research & Development,23,4,Medical,1,1826,2,Male,91,1,1,Laboratory Technician,3,Married,9696,0,Y,No,16,3,2,80,1,6,2,4,5,4,0,3 47,10333,No,Travel_Rarely,1001,Research & Development,4,3,Life Sciences,1,1827,3,Female,92,2,3,Manufacturing Director,2,Divorced,19271,8,Y,Yes,12,3,3,80,1,28,4,3,22,11,14,10 40,4448,No,Travel_Rarely,750,Research & Development,12,3,Life Sciences,1,1829,2,Female,47,3,2,Healthcare Representative,1,Divorced,10748,2,Y,No,12,3,2,80,1,15,3,3,7,4,7,7 54,6854,No,Travel_Rarely,431,Research & Development,7,4,Medical,1,1830,4,Female,68,3,2,Research Scientist,4,Married,15696,4,Y,No,15,3,2,80,1,14,2,2,7,1,1,7 31,9637,No,Travel_Frequently,1125,Sales,7,4,Marketing,1,1833,1,Female,68,3,3,Sales Executive,1,Married,8277,2,Y,No,14,3,4,80,2,9,3,3,3,2,2,2 28,3591,No,Travel_Rarely,1217,Research & Development,1,3,Medical,1,1834,3,Female,67,3,1,Research Scientist,1,Married,12719,1,Y,No,25,4,3,80,1,3,3,3,3,2,1,2 38,5405,No,Travel_Rarely,723,Sales,2,4,Marketing,1,1835,2,Female,77,1,2,Sales Representative,4,Married,4244,2,Y,Yes,20,4,1,80,2,20,4,2,4,2,0,3 26,4684,No,Travel_Rarely,572,Sales,10,3,Medical,1,1836,3,Male,46,3,2,Sales Executive,4,Single,9125,1,Y,No,13,3,1,80,0,5,4,3,5,3,1,2 58,15787,No,Travel_Frequently,1216,Research & Development,15,4,Life Sciences,1,1837,1,Male,87,3,4,Research Director,3,Married,21624,2,Y,Yes,14,3,2,80,0,23,3,3,2,2,2,2 18,1514,No,Non-Travel,1431,Research & Development,14,3,Medical,1,1839,2,Female,33,3,1,Research Scientist,3,Single,8018,1,Y,No,16,3,3,80,0,0,4,1,0,0,0,0 31,2956,Yes,Travel_Rarely,359,Human Resources,18,5,Human Resources,1,1842,4,Male,89,4,1,Human Resources,1,Married,21495,0,Y,No,17,3,3,80,0,2,4,3,1,0,0,0 29,2335,Yes,Travel_Rarely,350,Human Resources,13,3,Human Resources,1,1844,1,Male,56,2,1,Human Resources,1,Divorced,3157,4,Y,Yes,15,3,4,80,3,4,3,3,2,2,2,0 45,5154,No,Non-Travel,589,Sales,2,4,Life Sciences,1,1845,3,Female,67,3,2,Sales Executive,3,Married,19665,4,Y,No,22,4,2,80,2,10,3,4,8,7,5,7 36,6962,No,Travel_Rarely,430,Research & Development,2,4,Other,1,1847,4,Female,73,3,2,Research Scientist,2,Married,19573,4,Y,Yes,22,4,4,80,1,15,2,3,1,0,0,0 43,5675,No,Travel_Frequently,1422,Sales,2,4,Life Sciences,1,1849,1,Male,92,3,2,Sales Executive,4,Married,19246,1,Y,No,20,4,3,80,1,7,5,3,7,7,7,7 27,2379,No,Travel_Frequently,1297,Research & Development,5,2,Life Sciences,1,1850,4,Female,53,3,1,Laboratory Technician,4,Single,19826,0,Y,Yes,14,3,3,80,0,6,3,2,5,4,0,2 29,3812,No,Travel_Frequently,574,Research & Development,20,1,Medical,1,1852,4,Male,40,3,1,Laboratory Technician,4,Married,7003,1,Y,No,13,3,2,80,0,11,3,4,11,8,3,10 32,4648,No,Travel_Frequently,1318,Sales,10,4,Marketing,1,1853,4,Male,79,3,2,Sales Executive,4,Single,26075,8,Y,No,13,3,3,80,0,4,2,4,0,0,0,0 42,2936,No,Non-Travel,355,Research & Development,10,4,Technical Degree,1,1854,3,Male,38,3,1,Research Scientist,3,Married,6161,3,Y,No,22,4,2,80,2,10,1,2,6,3,3,3 47,2105,No,Travel_Rarely,207,Research & Development,9,4,Life Sciences,1,1856,2,Female,64,3,1,Laboratory Technician,3,Single,5411,4,Y,No,12,3,3,80,0,7,2,3,2,2,2,0 46,8578,No,Travel_Rarely,706,Research & Development,2,2,Life Sciences,1,1857,4,Male,82,3,3,Manufacturing Director,4,Divorced,19989,3,Y,No,14,3,3,80,1,12,4,2,9,8,4,7 28,2706,No,Non-Travel,280,Human Resources,1,2,Life Sciences,1,1858,3,Male,43,3,1,Human Resources,4,Divorced,10494,1,Y,No,15,3,2,80,1,3,2,3,3,2,2,2 29,6384,No,Travel_Rarely,726,Research & Development,29,1,Life Sciences,1,1859,4,Male,93,1,2,Healthcare Representative,3,Divorced,21143,8,Y,No,17,3,4,80,2,11,3,3,7,0,1,6 42,3968,No,Travel_Rarely,1142,Research & Development,8,3,Life Sciences,1,1860,4,Male,81,3,1,Laboratory Technician,3,Single,13624,4,Y,No,13,3,4,80,0,8,3,3,0,0,0,0 32,9907,Yes,Travel_Rarely,414,Sales,2,4,Marketing,1,1862,3,Male,82,2,2,Sales Executive,2,Single,26186,7,Y,Yes,12,3,3,80,0,7,3,2,2,2,2,2 46,13225,No,Travel_Rarely,1319,Sales,3,3,Technical Degree,1,1863,1,Female,45,4,4,Sales Executive,1,Divorced,7739,2,Y,No,12,3,4,80,1,25,5,3,19,17,2,8 27,3540,No,Travel_Rarely,728,Sales,23,1,Medical,1,1864,2,Female,36,2,2,Sales Representative,3,Married,7018,1,Y,No,21,4,4,80,1,9,5,3,9,8,5,8 29,2804,No,Travel_Rarely,352,Human Resources,6,1,Medical,1,1865,4,Male,87,2,1,Human Resources,2,Married,15434,1,Y,No,11,3,4,80,0,1,3,3,1,0,0,0 43,19392,No,Travel_Rarely,823,Research & Development,6,3,Medical,1,1866,1,Female,81,2,5,Manager,3,Married,22539,7,Y,No,13,3,4,80,0,21,2,3,16,12,6,14 48,19665,No,Travel_Rarely,1224,Research & Development,10,3,Life Sciences,1,1867,4,Male,91,2,5,Research Director,2,Married,13583,4,Y,No,12,3,4,80,0,29,3,3,22,10,12,9 29,2439,Yes,Travel_Frequently,459,Research & Development,24,2,Life Sciences,1,1868,4,Male,73,2,1,Research Scientist,4,Single,14753,1,Y,Yes,24,4,2,80,0,1,3,2,1,0,1,0 46,7314,Yes,Travel_Rarely,1254,Sales,10,3,Life Sciences,1,1869,3,Female,64,3,3,Sales Executive,2,Married,14011,5,Y,No,21,4,3,80,3,14,2,3,8,7,0,7 27,4774,No,Travel_Frequently,1131,Research & Development,15,3,Life Sciences,1,1870,4,Female,77,2,1,Research Scientist,1,Married,23844,0,Y,No,19,3,4,80,1,8,2,2,7,6,7,3 39,3902,No,Travel_Rarely,835,Research & Development,19,4,Other,1,1871,4,Male,41,3,2,Research Scientist,4,Divorced,5141,8,Y,No,14,3,2,80,3,7,2,3,2,2,2,2 55,2662,No,Travel_Rarely,836,Research & Development,2,4,Technical Degree,1,1873,2,Male,98,2,1,Research Scientist,4,Married,7975,8,Y,No,20,4,2,80,1,19,2,4,5,2,0,4 28,2856,No,Travel_Rarely,1172,Sales,3,3,Medical,1,1875,2,Female,78,3,1,Sales Representative,2,Married,3692,1,Y,No,19,3,4,80,1,1,3,3,1,0,0,0 30,1081,Yes,Travel_Rarely,945,Sales,9,3,Medical,1,1876,2,Male,89,3,1,Sales Representative,4,Single,16019,1,Y,No,13,3,3,80,0,1,3,2,1,0,0,0 22,2472,Yes,Travel_Rarely,391,Research & Development,7,1,Life Sciences,1,1878,4,Male,75,3,1,Research Scientist,2,Single,26092,1,Y,Yes,23,4,1,80,0,1,2,3,1,0,0,0 36,5673,No,Travel_Rarely,1266,Sales,10,4,Technical Degree,1,1880,2,Female,63,2,2,Sales Executive,3,Married,6060,1,Y,Yes,13,3,1,80,1,10,4,3,10,9,1,7 31,4197,No,Travel_Rarely,311,Research & Development,20,3,Life Sciences,1,1881,2,Male,89,3,2,Laboratory Technician,3,Divorced,18624,1,Y,No,11,3,1,80,1,10,2,3,10,8,0,2 34,9713,No,Travel_Rarely,1480,Sales,4,3,Life Sciences,1,1882,3,Male,64,3,3,Sales Executive,4,Married,24444,2,Y,Yes,13,3,4,80,3,9,3,3,5,3,1,0 29,2062,No,Travel_Rarely,592,Research & Development,7,3,Life Sciences,1,1883,4,Male,59,3,1,Laboratory Technician,1,Single,19384,3,Y,No,14,3,2,80,0,11,2,3,3,2,1,2 37,4284,No,Travel_Rarely,783,Research & Development,7,4,Medical,1,1885,4,Male,78,3,2,Research Scientist,1,Married,13588,5,Y,Yes,22,4,3,80,1,16,2,3,5,3,0,4 35,4788,No,Travel_Rarely,219,Research & Development,16,2,Other,1,1886,4,Female,44,2,2,Manufacturing Director,2,Married,25388,0,Y,Yes,11,3,4,80,0,4,2,3,3,2,0,2 45,5906,No,Travel_Rarely,556,Research & Development,25,2,Life Sciences,1,1888,2,Female,93,2,2,Manufacturing Director,4,Married,23888,0,Y,No,13,3,4,80,2,10,2,2,9,8,3,8 36,3886,No,Travel_Frequently,1213,Human Resources,2,1,Human Resources,1,1890,2,Male,94,2,2,Human Resources,4,Single,4223,1,Y,No,21,4,4,80,0,10,2,2,10,1,0,8 40,16823,No,Travel_Rarely,1137,Research & Development,1,4,Life Sciences,1,1892,1,Male,98,3,4,Manager,1,Divorced,18991,2,Y,No,11,3,1,80,1,22,3,3,19,7,11,16 26,2933,No,Travel_Rarely,482,Research & Development,1,2,Life Sciences,1,1893,2,Female,90,2,1,Research Scientist,3,Married,14908,1,Y,Yes,13,3,3,80,1,1,3,2,1,0,1,0 27,6500,No,Travel_Rarely,511,Sales,2,2,Medical,1,1898,1,Female,89,4,2,Sales Executive,3,Single,26997,0,Y,No,14,3,2,80,0,9,5,2,8,7,0,7 48,17174,No,Travel_Frequently,117,Research & Development,22,3,Medical,1,1900,4,Female,58,3,4,Manager,4,Divorced,2437,3,Y,No,11,3,2,80,1,24,3,3,22,17,4,7 44,5033,No,Travel_Rarely,170,Research & Development,1,4,Life Sciences,1,1903,2,Male,78,4,2,Healthcare Representative,1,Married,9364,2,Y,No,15,3,4,80,1,10,5,3,2,0,2,2 34,2307,Yes,Non-Travel,967,Research & Development,16,4,Technical Degree,1,1905,4,Male,85,1,1,Research Scientist,1,Married,14460,1,Y,Yes,23,4,2,80,1,5,2,3,5,2,3,0 56,2587,Yes,Travel_Rarely,1162,Research & Development,24,2,Life Sciences,1,1907,1,Male,97,3,1,Laboratory Technician,4,Single,10261,1,Y,No,16,3,4,80,0,5,3,3,4,2,1,0 36,5507,No,Travel_Rarely,335,Sales,17,2,Marketing,1,1908,3,Male,33,2,2,Sales Executive,2,Married,16822,2,Y,No,16,3,3,80,2,12,1,1,4,2,1,3 41,4393,No,Travel_Rarely,337,Sales,8,3,Marketing,1,1909,3,Female,54,3,2,Sales Executive,2,Married,26841,5,Y,No,21,4,3,80,1,14,3,3,5,4,1,4 42,13348,No,Travel_Rarely,1396,Research & Development,6,3,Medical,1,1911,3,Male,83,3,3,Research Director,1,Married,14842,9,Y,No,13,3,2,80,1,18,3,4,13,7,5,7 31,6583,No,Travel_Rarely,1079,Sales,10,2,Medical,1,1912,3,Female,86,3,2,Sales Executive,4,Divorced,20115,2,Y,Yes,11,3,4,80,1,8,2,3,5,2,1,4 34,8103,No,Travel_Rarely,735,Sales,3,1,Medical,1,1915,4,Female,75,2,2,Sales Executive,4,Married,16495,3,Y,Yes,12,3,3,80,0,9,3,2,4,2,0,1 31,3978,No,Travel_Rarely,471,Research & Development,4,3,Medical,1,1916,1,Female,62,4,1,Laboratory Technician,3,Divorced,16031,8,Y,No,12,3,2,80,1,4,0,2,2,2,2,2 26,2544,No,Travel_Frequently,1096,Research & Development,6,3,Other,1,1918,3,Male,61,4,1,Laboratory Technician,4,Married,7102,0,Y,No,18,3,1,80,1,8,3,3,7,7,7,7 45,5399,No,Travel_Frequently,1297,Research & Development,1,4,Medical,1,1922,2,Male,44,3,2,Healthcare Representative,3,Single,14511,4,Y,No,12,3,3,80,0,12,3,3,4,2,0,3 33,5487,No,Travel_Rarely,217,Sales,10,4,Marketing,1,1924,2,Male,43,3,2,Sales Executive,3,Single,10410,1,Y,No,14,3,2,80,0,10,2,2,10,4,0,9 28,6834,No,Travel_Frequently,783,Sales,1,2,Life Sciences,1,1927,3,Male,42,2,2,Sales Executive,4,Married,19255,1,Y,Yes,12,3,3,80,1,7,2,3,7,7,0,7 29,1091,Yes,Travel_Frequently,746,Sales,24,3,Technical Degree,1,1928,3,Male,45,4,1,Sales Representative,1,Single,10642,1,Y,No,17,3,4,80,0,1,3,3,1,0,0,0 39,5736,No,Non-Travel,1251,Sales,21,4,Life Sciences,1,1929,1,Female,32,1,2,Sales Executive,3,Married,3987,6,Y,No,19,3,3,80,1,10,1,3,3,2,1,2 27,2226,No,Travel_Rarely,1354,Research & Development,2,4,Technical Degree,1,1931,2,Male,41,3,1,Research Scientist,2,Married,6073,1,Y,No,11,3,3,80,1,6,3,2,5,3,1,2 34,5747,No,Travel_Frequently,735,Research & Development,22,4,Other,1,1932,3,Male,86,2,2,Research Scientist,4,Married,26496,1,Y,Yes,15,3,2,80,0,16,3,3,15,10,6,11 28,9854,Yes,Travel_Rarely,1475,Sales,13,2,Marketing,1,1933,4,Female,84,3,2,Sales Executive,3,Single,23352,3,Y,Yes,11,3,4,80,0,6,0,3,2,0,2,2 47,5467,No,Non-Travel,1169,Research & Development,14,4,Technical Degree,1,1934,3,Male,64,3,2,Research Scientist,2,Married,2125,8,Y,No,18,3,3,80,1,16,4,4,8,7,1,7 56,5380,No,Travel_Rarely,1443,Sales,11,5,Marketing,1,1935,4,Female,89,2,2,Sales Executive,1,Married,20328,4,Y,No,16,3,3,80,1,6,3,3,0,0,0,0 39,5151,No,Travel_Rarely,867,Research & Development,9,2,Medical,1,1936,1,Male,87,3,2,Manufacturing Director,1,Married,12315,1,Y,No,25,4,4,80,1,10,3,3,10,0,7,9 38,2133,No,Travel_Frequently,1394,Research & Development,8,3,Medical,1,1937,4,Female,58,2,2,Research Scientist,2,Divorced,18115,1,Y,Yes,16,3,3,80,1,20,3,3,20,11,0,7 58,17875,No,Travel_Rarely,605,Sales,21,3,Life Sciences,1,1938,4,Female,72,3,4,Manager,4,Married,11761,4,Y,Yes,13,3,3,80,1,29,2,2,1,0,0,0 32,2432,Yes,Travel_Frequently,238,Research & Development,5,2,Life Sciences,1,1939,1,Female,47,4,1,Research Scientist,3,Single,15318,3,Y,Yes,14,3,1,80,0,8,2,3,4,1,0,3 38,4771,No,Travel_Rarely,1206,Research & Development,9,2,Life Sciences,1,1940,2,Male,71,3,1,Research Scientist,4,Divorced,14293,2,Y,No,19,3,4,80,2,10,0,4,5,2,0,3 49,19161,No,Travel_Frequently,1064,Research & Development,2,1,Life Sciences,1,1941,2,Male,42,3,5,Research Director,4,Married,13738,3,Y,No,15,3,4,80,0,28,3,3,5,4,4,3 42,5087,No,Travel_Rarely,419,Sales,12,4,Marketing,1,1943,2,Male,77,3,2,Sales Executive,4,Divorced,2900,3,Y,Yes,12,3,3,80,2,14,4,3,0,0,0,0 27,2863,Yes,Travel_Frequently,1337,Human Resources,22,3,Human Resources,1,1944,1,Female,58,2,1,Human Resources,2,Married,19555,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 35,5561,No,Travel_Rarely,682,Sales,18,4,Medical,1,1945,2,Male,71,3,2,Sales Executive,1,Married,15975,0,Y,No,16,3,4,80,1,6,2,1,5,3,0,4 28,2144,No,Non-Travel,1103,Research & Development,16,3,Medical,1,1947,3,Male,49,3,1,Research Scientist,3,Single,2122,1,Y,No,14,3,3,80,0,5,3,2,5,3,1,4 31,3065,No,Non-Travel,976,Research & Development,3,2,Medical,1,1948,3,Male,48,3,1,Research Scientist,1,Divorced,3995,1,Y,Yes,13,3,4,80,1,4,3,4,4,2,2,3 36,2810,No,Non-Travel,1351,Research & Development,9,4,Life Sciences,1,1949,1,Male,66,4,1,Laboratory Technician,2,Married,9238,1,Y,No,22,4,2,80,0,5,3,3,5,4,0,2 34,9888,No,Travel_Rarely,937,Sales,1,3,Marketing,1,1950,1,Male,32,3,3,Sales Executive,4,Single,6770,1,Y,No,21,4,1,80,0,14,3,2,14,8,2,1 34,8628,No,Travel_Rarely,1239,Sales,13,4,Medical,1,1951,4,Male,39,3,3,Sales Executive,3,Divorced,22914,1,Y,No,18,3,3,80,1,9,2,2,8,7,1,1 26,2867,No,Travel_Rarely,157,Research & Development,1,3,Medical,1,1952,3,Male,95,3,1,Laboratory Technician,1,Single,20006,0,Y,No,13,3,4,80,0,8,6,2,7,7,7,6 29,5373,No,Travel_Rarely,136,Research & Development,1,3,Life Sciences,1,1954,1,Male,89,3,2,Healthcare Representative,1,Married,6225,0,Y,No,12,3,1,80,1,6,5,2,5,3,0,2 32,6667,No,Non-Travel,1146,Research & Development,15,4,Medical,1,1955,3,Female,34,3,2,Healthcare Representative,4,Divorced,16542,5,Y,No,18,3,2,80,1,9,6,3,5,1,1,2 31,5003,No,Travel_Frequently,1125,Research & Development,1,3,Life Sciences,1,1956,4,Male,48,1,2,Research Scientist,1,Married,5771,1,Y,No,21,4,2,80,0,10,6,3,10,8,8,7 28,2367,Yes,Travel_Rarely,1404,Research & Development,17,3,Technical Degree,1,1960,3,Male,32,2,1,Laboratory Technician,4,Divorced,18779,5,Y,No,12,3,1,80,1,6,2,2,4,1,0,3 38,2858,No,Travel_Rarely,1404,Sales,1,3,Life Sciences,1,1961,1,Male,59,2,1,Sales Representative,1,Single,11473,4,Y,No,14,3,1,80,0,20,3,2,1,0,0,0 35,5204,No,Travel_Rarely,1224,Sales,7,4,Life Sciences,1,1962,3,Female,55,3,2,Sales Executive,4,Married,13586,1,Y,Yes,11,3,4,80,0,10,2,3,10,8,0,9 27,4105,No,Travel_Rarely,954,Sales,9,3,Marketing,1,1965,4,Male,44,3,2,Sales Executive,4,Single,5099,1,Y,No,14,3,1,80,0,7,5,3,7,7,0,7 32,9679,No,Travel_Rarely,1373,Research & Development,5,4,Life Sciences,1,1966,4,Male,56,2,2,Manufacturing Director,4,Single,10138,8,Y,No,24,4,2,80,0,8,1,3,1,0,0,0 31,5617,Yes,Travel_Frequently,754,Sales,26,4,Marketing,1,1967,1,Male,63,3,2,Sales Executive,4,Married,21075,1,Y,Yes,11,3,3,80,0,10,4,3,10,7,0,8 53,10448,Yes,Travel_Rarely,1168,Sales,24,4,Life Sciences,1,1968,1,Male,66,3,3,Sales Executive,1,Single,5843,6,Y,Yes,13,3,2,80,0,15,2,2,2,2,2,2 54,2897,No,Travel_Rarely,155,Research & Development,9,2,Life Sciences,1,1969,1,Female,67,3,2,Research Scientist,3,Married,22474,3,Y,No,11,3,3,80,2,9,6,2,4,3,2,3 33,5968,No,Travel_Frequently,1303,Research & Development,7,2,Life Sciences,1,1970,4,Male,36,3,2,Healthcare Representative,3,Divorced,18079,1,Y,No,20,4,3,80,3,9,2,3,9,7,2,8 43,7510,No,Travel_Rarely,574,Research & Development,11,3,Life Sciences,1,1971,1,Male,30,3,3,Healthcare Representative,3,Married,16873,1,Y,No,17,3,2,80,1,10,1,3,10,9,0,9 38,2991,No,Travel_Frequently,1444,Human Resources,1,4,Other,1,1972,4,Male,88,3,1,Human Resources,2,Married,5224,0,Y,Yes,11,3,2,80,1,7,2,3,6,2,1,2 55,19636,No,Travel_Rarely,189,Human Resources,26,4,Human Resources,1,1973,3,Male,71,4,5,Manager,2,Married,25811,4,Y,Yes,18,3,1,80,1,35,0,3,10,9,1,4 31,1129,No,Travel_Rarely,1276,Research & Development,2,1,Medical,1,1974,4,Female,59,1,1,Laboratory Technician,4,Divorced,17536,1,Y,Yes,11,3,3,80,3,1,4,3,1,0,0,0 39,13341,No,Travel_Rarely,119,Sales,15,4,Marketing,1,1975,2,Male,77,3,4,Sales Executive,1,Single,25098,0,Y,No,12,3,1,80,0,21,3,3,20,8,11,10 42,4332,No,Non-Travel,335,Research & Development,23,2,Life Sciences,1,1976,4,Male,37,2,2,Research Scientist,3,Single,14811,1,Y,No,12,3,4,80,0,20,2,3,20,9,3,7 31,11031,No,Non-Travel,697,Research & Development,10,3,Medical,1,1979,3,Female,40,3,3,Research Director,3,Married,26862,4,Y,No,20,4,3,80,1,13,2,4,11,7,4,8 54,4440,No,Travel_Rarely,157,Research & Development,10,3,Medical,1,1980,3,Female,77,3,2,Manufacturing Director,1,Single,25198,6,Y,Yes,19,3,4,80,0,9,3,3,5,2,1,4 24,4617,No,Travel_Rarely,771,Research & Development,1,2,Life Sciences,1,1981,2,Male,45,2,2,Healthcare Representative,3,Single,14120,1,Y,No,12,3,2,80,0,4,2,2,4,3,1,2 23,2647,No,Travel_Rarely,571,Research & Development,12,2,Other,1,1982,4,Male,78,3,1,Laboratory Technician,4,Single,13672,1,Y,No,13,3,3,80,0,5,6,4,5,2,1,4 40,6323,No,Travel_Frequently,692,Research & Development,11,3,Technical Degree,1,1985,4,Female,73,3,2,Laboratory Technician,3,Married,26849,1,Y,No,11,3,1,80,1,10,2,4,10,9,9,4 40,5677,No,Travel_Rarely,444,Sales,2,2,Marketing,1,1986,2,Female,92,3,2,Sales Executive,2,Married,4258,3,Y,No,14,3,3,80,1,15,4,3,11,8,5,10 25,2187,No,Travel_Rarely,309,Human Resources,2,3,Human Resources,1,1987,3,Female,82,3,1,Human Resources,2,Married,19655,4,Y,No,14,3,3,80,0,6,3,3,2,0,1,2 30,3748,No,Travel_Rarely,911,Research & Development,1,2,Medical,1,1989,4,Male,76,3,1,Laboratory Technician,2,Married,4077,1,Y,No,13,3,3,80,0,12,6,2,12,8,1,7 25,3977,No,Travel_Rarely,977,Research & Development,2,1,Other,1,1992,4,Male,57,3,1,Laboratory Technician,3,Divorced,7298,6,Y,Yes,19,3,3,80,1,7,2,2,2,2,0,2 47,8633,No,Travel_Rarely,1180,Research & Development,25,3,Medical,1,1993,1,Male,84,3,3,Healthcare Representative,3,Single,13084,2,Y,No,23,4,2,80,0,25,3,3,17,14,12,11 33,2008,No,Non-Travel,1313,Research & Development,1,2,Medical,1,1994,2,Male,59,2,1,Laboratory Technician,3,Divorced,20439,1,Y,No,12,3,3,80,3,1,2,2,1,1,0,0 38,4440,No,Travel_Rarely,1321,Sales,1,4,Life Sciences,1,1995,4,Male,86,3,2,Sales Executive,2,Married,7636,0,Y,No,15,3,1,80,2,16,3,3,15,13,5,8 31,3067,No,Travel_Rarely,1154,Sales,2,2,Life Sciences,1,1996,1,Male,54,3,1,Sales Representative,3,Married,6393,0,Y,No,19,3,3,80,1,3,1,3,2,2,1,2 38,5321,No,Travel_Frequently,508,Research & Development,6,4,Life Sciences,1,1997,1,Male,72,2,2,Manufacturing Director,3,Married,14284,2,Y,No,11,3,4,80,1,10,1,3,8,3,7,7 42,5410,No,Travel_Rarely,557,Research & Development,18,4,Life Sciences,1,1998,4,Male,35,3,2,Research Scientist,1,Divorced,11189,6,Y,Yes,17,3,3,80,1,9,3,2,4,3,1,2 41,2782,No,Travel_Rarely,642,Research & Development,1,3,Life Sciences,1,1999,4,Male,76,3,1,Research Scientist,4,Married,21412,3,Y,No,22,4,1,80,1,12,3,3,5,3,1,0 47,11957,No,Non-Travel,1162,Research & Development,1,1,Medical,1,2000,3,Female,98,3,3,Research Director,2,Married,17231,0,Y,No,18,3,1,80,2,14,3,1,13,8,5,12 35,2660,No,Travel_Rarely,1490,Research & Development,11,4,Medical,1,2003,4,Male,43,3,1,Laboratory Technician,3,Married,20232,7,Y,Yes,11,3,3,80,1,5,3,3,2,2,2,2 22,3375,No,Travel_Rarely,581,Research & Development,1,2,Life Sciences,1,2007,4,Male,63,3,1,Research Scientist,3,Single,17624,0,Y,No,12,3,4,80,0,4,2,4,3,2,1,2 35,5098,No,Travel_Rarely,1395,Research & Development,9,4,Medical,1,2008,2,Male,48,3,2,Research Scientist,3,Single,18698,1,Y,No,19,3,2,80,0,10,5,3,10,7,0,8 33,4878,No,Travel_Rarely,501,Research & Development,15,2,Medical,1,2009,2,Female,95,3,2,Healthcare Representative,4,Married,21653,0,Y,Yes,13,3,1,80,1,10,6,3,9,7,8,1 32,2837,No,Travel_Rarely,267,Research & Development,29,4,Life Sciences,1,2010,3,Female,49,2,1,Laboratory Technician,2,Single,15919,1,Y,No,13,3,3,80,0,6,3,3,6,2,4,1 40,2406,No,Travel_Rarely,543,Research & Development,1,4,Life Sciences,1,2012,1,Male,83,3,1,Laboratory Technician,4,Married,4060,8,Y,No,19,3,3,80,2,8,3,2,1,0,0,0 32,2269,No,Travel_Rarely,234,Sales,1,4,Medical,1,2013,2,Male,68,2,1,Sales Representative,2,Married,18024,0,Y,No,14,3,2,80,1,3,2,3,2,2,2,2 39,4108,No,Travel_Rarely,116,Research & Development,24,1,Life Sciences,1,2014,1,Male,52,3,2,Research Scientist,4,Single,5340,7,Y,No,13,3,1,80,0,18,2,3,7,7,1,7 38,13206,No,Travel_Rarely,201,Research & Development,10,3,Medical,1,2015,2,Female,99,1,3,Research Director,3,Married,3376,3,Y,No,12,3,1,80,1,20,3,3,18,16,1,11 32,10422,No,Travel_Rarely,801,Sales,1,4,Marketing,1,2016,3,Female,48,3,3,Sales Executive,4,Married,24032,1,Y,No,19,3,3,80,2,14,3,3,14,10,5,7 37,13744,No,Travel_Rarely,161,Research & Development,10,3,Life Sciences,1,2017,3,Female,42,4,3,Research Director,4,Married,15471,1,Y,Yes,25,4,1,80,1,16,2,3,16,11,6,8 25,4907,No,Travel_Rarely,1382,Sales,8,2,Other,1,2018,1,Female,85,3,2,Sales Executive,3,Divorced,13684,0,Y,Yes,22,4,2,80,1,6,3,2,5,3,0,4 52,3482,No,Non-Travel,585,Sales,29,4,Life Sciences,1,2019,1,Male,40,3,1,Sales Representative,4,Divorced,19788,2,Y,No,15,3,2,80,2,16,3,2,9,8,0,0 44,2436,No,Travel_Rarely,1037,Research & Development,1,3,Medical,1,2020,2,Male,42,3,1,Research Scientist,4,Single,13422,6,Y,Yes,12,3,3,80,0,6,2,3,4,3,1,2 21,2380,No,Travel_Rarely,501,Sales,5,1,Medical,1,2021,3,Male,58,3,1,Sales Representative,1,Single,25479,1,Y,Yes,11,3,4,80,0,2,6,3,2,2,1,2 39,19431,No,Non-Travel,105,Research & Development,9,3,Life Sciences,1,2022,4,Male,87,3,5,Manager,4,Single,15302,2,Y,No,13,3,3,80,0,21,3,2,6,0,1,3 23,1790,Yes,Travel_Frequently,638,Sales,9,3,Marketing,1,2023,4,Male,33,3,1,Sales Representative,1,Married,26956,1,Y,No,19,3,1,80,1,1,3,2,1,0,1,0 36,7644,No,Travel_Rarely,557,Sales,3,3,Medical,1,2024,1,Female,94,2,3,Sales Executive,4,Married,12695,0,Y,No,19,3,3,80,2,10,2,3,9,7,3,4 36,5131,No,Travel_Frequently,688,Research & Development,4,2,Life Sciences,1,2025,4,Female,97,3,2,Manufacturing Director,2,Divorced,9192,7,Y,No,13,3,2,80,3,18,3,3,4,2,0,2 56,6306,No,Non-Travel,667,Research & Development,1,4,Life Sciences,1,2026,3,Male,57,3,2,Healthcare Representative,3,Divorced,26236,1,Y,No,21,4,1,80,1,13,2,2,13,12,1,9 29,4787,Yes,Travel_Rarely,1092,Research & Development,1,4,Medical,1,2027,1,Male,36,3,1,Research Scientist,4,Married,26124,9,Y,Yes,14,3,2,80,3,4,3,4,2,2,2,2 42,18880,No,Travel_Rarely,300,Research & Development,2,3,Life Sciences,1,2031,1,Male,56,3,5,Manager,3,Married,17312,5,Y,No,11,3,1,80,0,24,2,2,22,6,4,14 56,2339,Yes,Travel_Rarely,310,Research & Development,7,2,Technical Degree,1,2032,4,Male,72,3,1,Laboratory Technician,3,Married,3666,8,Y,No,11,3,4,80,1,14,4,1,10,9,9,8 41,13570,No,Travel_Rarely,582,Research & Development,28,4,Life Sciences,1,2034,1,Female,60,2,4,Manufacturing Director,2,Married,5640,0,Y,No,23,4,3,80,1,21,3,3,20,7,0,10 34,6712,No,Travel_Rarely,704,Sales,28,3,Marketing,1,2035,4,Female,95,2,2,Sales Executive,3,Married,8978,1,Y,No,21,4,4,80,2,8,2,3,8,7,1,7 36,5406,No,Non-Travel,301,Sales,15,4,Marketing,1,2036,4,Male,88,1,2,Sales Executive,4,Divorced,10436,1,Y,No,24,4,1,80,1,15,4,2,15,12,11,11 41,8938,No,Travel_Rarely,930,Sales,3,3,Life Sciences,1,2037,3,Male,57,2,2,Sales Executive,2,Divorced,12227,2,Y,No,11,3,3,80,1,14,5,3,5,4,0,4 32,2439,No,Travel_Rarely,529,Research & Development,2,3,Technical Degree,1,2038,4,Male,78,3,1,Research Scientist,1,Single,11288,1,Y,No,14,3,4,80,0,4,4,3,4,2,1,2 35,8837,No,Travel_Rarely,1146,Human Resources,26,4,Life Sciences,1,2040,3,Female,31,3,3,Human Resources,4,Single,16642,1,Y,Yes,16,3,3,80,0,9,2,3,9,0,1,7 38,5343,No,Travel_Rarely,345,Sales,10,2,Life Sciences,1,2041,1,Female,100,3,2,Sales Executive,4,Married,5982,1,Y,No,11,3,3,80,1,10,1,3,10,7,1,9 50,6728,Yes,Travel_Frequently,878,Sales,1,4,Life Sciences,1,2044,2,Male,94,3,2,Sales Executive,3,Divorced,14255,7,Y,No,12,3,4,80,2,12,3,3,6,3,0,1 36,6652,No,Travel_Rarely,1120,Sales,11,4,Marketing,1,2045,2,Female,100,2,2,Sales Executive,4,Married,14369,4,Y,No,13,3,1,80,1,8,2,2,6,3,0,0 45,4850,No,Travel_Rarely,374,Sales,20,3,Life Sciences,1,2046,4,Female,50,3,2,Sales Executive,3,Single,23333,8,Y,No,15,3,3,80,0,8,3,3,5,3,0,1 40,2809,No,Travel_Rarely,1322,Research & Development,2,4,Life Sciences,1,2048,3,Male,52,2,1,Research Scientist,3,Single,2725,2,Y,No,14,3,4,80,0,8,2,3,2,2,2,2 35,5689,No,Travel_Frequently,1199,Research & Development,18,4,Life Sciences,1,2049,3,Male,80,3,2,Healthcare Representative,3,Married,24594,1,Y,Yes,14,3,4,80,2,10,2,4,10,2,0,2 40,2001,No,Travel_Rarely,1194,Research & Development,2,4,Medical,1,2051,3,Female,98,3,1,Research Scientist,3,Married,12549,2,Y,No,14,3,2,80,3,20,2,3,5,3,0,2 35,2977,No,Travel_Rarely,287,Research & Development,1,4,Life Sciences,1,2052,3,Female,62,1,1,Research Scientist,4,Married,8952,1,Y,No,12,3,4,80,1,4,5,3,4,3,1,1 29,4025,No,Travel_Rarely,1378,Research & Development,13,2,Other,1,2053,4,Male,46,2,2,Laboratory Technician,2,Married,23679,4,Y,Yes,13,3,1,80,1,10,2,3,4,3,0,3 29,3785,No,Travel_Rarely,468,Research & Development,28,4,Medical,1,2054,4,Female,73,2,1,Research Scientist,1,Single,8489,1,Y,No,14,3,2,80,0,5,3,1,5,4,0,4 50,10854,Yes,Travel_Rarely,410,Sales,28,3,Marketing,1,2055,4,Male,39,2,3,Sales Executive,1,Divorced,16586,4,Y,Yes,13,3,2,80,1,20,3,3,3,2,2,0 39,12031,No,Travel_Rarely,722,Sales,24,1,Marketing,1,2056,2,Female,60,2,4,Sales Executive,4,Married,8828,0,Y,No,11,3,1,80,1,21,2,2,20,9,9,6 31,9936,No,Non-Travel,325,Research & Development,5,3,Medical,1,2057,2,Male,74,3,2,Manufacturing Director,1,Single,3787,0,Y,No,19,3,2,80,0,10,2,3,9,4,1,7 26,2966,No,Travel_Rarely,1167,Sales,5,3,Other,1,2060,4,Female,30,2,1,Sales Representative,3,Single,21378,0,Y,No,18,3,4,80,0,5,2,3,4,2,0,0 36,2571,No,Travel_Frequently,884,Research & Development,23,2,Medical,1,2061,3,Male,41,4,2,Laboratory Technician,4,Married,12290,4,Y,No,17,3,3,80,1,17,3,3,5,2,0,3 39,9991,No,Travel_Rarely,613,Research & Development,6,1,Medical,1,2062,4,Male,42,2,3,Healthcare Representative,1,Married,21457,4,Y,No,15,3,1,80,1,9,5,3,7,7,1,7 27,6142,No,Travel_Rarely,155,Research & Development,4,3,Life Sciences,1,2064,2,Male,87,4,2,Manufacturing Director,2,Married,5174,1,Y,Yes,20,4,2,80,1,6,0,3,6,2,0,3 49,5390,No,Travel_Frequently,1023,Sales,2,3,Medical,1,2065,4,Male,63,2,2,Sales Executive,2,Married,13243,2,Y,No,14,3,4,80,0,17,3,2,9,6,0,8 34,4404,No,Travel_Rarely,628,Research & Development,8,3,Medical,1,2068,2,Male,82,4,2,Laboratory Technician,3,Married,10228,2,Y,No,12,3,1,80,0,6,3,4,4,3,1,2