"Age","Attrition","BusinessTravel","Department","DistanceFromHome","Education","EducationField","EnvironmentSatisfaction","Gender","JobInvolvement","JobLevel","JobRole","JobSatisfaction","MaritalStatus","MonthlyIncome","NumCompaniesWorked","OverTime","PercentSalaryHike","PerformanceRating","RelationshipSatisfaction","StockOptionLevel","TrainingTimesLastYear","WorkLifeBalance","YearsInCurrentRole","YearsSinceLastPromotion","YearsWithCurrManager"
41,"Yes","Travel_Rarely","Sales",1,2,"Life Sciences",2,"Female",3,2,"Sales Executive",4,"Single",5993,8,"Yes",11,3,1,0,0,1,4,0,5
49,"No","Travel_Frequently","Research & Development",8,1,"Life Sciences",3,"Male",2,2,"Research Scientist",2,"Married",5130,1,"No",23,4,4,1,3,3,7,1,7
37,"Yes","Travel_Rarely","Research & Development",2,2,"Other",4,"Male",2,1,"Laboratory Technician",3,"Single",2090,6,"Yes",15,3,2,0,3,3,0,0,0
33,"No","Travel_Frequently","Research & Development",3,4,"Life Sciences",4,"Female",3,1,"Research Scientist",3,"Married",2909,1,"Yes",11,3,3,0,3,3,7,3,0
27,"No","Travel_Rarely","Research & Development",2,1,"Medical",1,"Male",3,1,"Laboratory Technician",2,"Married",3468,9,"No",12,3,4,1,3,3,2,2,2
32,"No","Travel_Frequently","Research & Development",2,2,"Life Sciences",4,"Male",3,1,"Laboratory Technician",4,"Single",3068,0,"No",13,3,3,0,2,2,7,3,6
59,"No","Travel_Rarely","Research & Development",3,3,"Medical",3,"Female",4,1,"Laboratory Technician",1,"Married",2670,4,"Yes",20,4,1,3,3,2,0,0,0
30,"No","Travel_Rarely","Research & Development",24,1,"Life Sciences",4,"Male",3,1,"Laboratory Technician",3,"Divorced",2693,1,"No",22,4,2,1,2,3,0,0,0
38,"No","Travel_Frequently","Research & Development",23,3,"Life Sciences",4,"Male",2,3,"Manufacturing Director",3,"Single",9526,0,"No",21,4,2,0,2,3,7,1,8
36,"No","Travel_Rarely","Research & Development",27,3,"Medical",3,"Male",3,2,"Healthcare Representative",3,"Married",5237,6,"No",13,3,2,2,3,2,7,7,7
35,"No","Travel_Rarely","Research & Development",16,3,"Medical",1,"Male",4,1,"Laboratory Technician",2,"Married",2426,0,"No",13,3,3,1,5,3,4,0,3
29,"No","Travel_Rarely","Research & Development",15,2,"Life Sciences",4,"Female",2,2,"Laboratory Technician",3,"Single",4193,0,"Yes",12,3,4,0,3,3,5,0,8
31,"No","Travel_Rarely","Research & Development",26,1,"Life Sciences",1,"Male",3,1,"Research Scientist",3,"Divorced",2911,1,"No",17,3,4,1,1,2,2,4,3
34,"No","Travel_Rarely","Research & Development",19,2,"Medical",2,"Male",3,1,"Laboratory Technician",4,"Divorced",2661,0,"No",11,3,3,1,2,3,2,1,2
28,"Yes","Travel_Rarely","Research & Development",24,3,"Life Sciences",3,"Male",2,1,"Laboratory Technician",3,"Single",2028,5,"Yes",14,3,2,0,4,3,2,0,3
29,"No","Travel_Rarely","Research & Development",21,4,"Life Sciences",2,"Female",4,3,"Manufacturing Director",1,"Divorced",9980,1,"No",11,3,3,1,1,3,9,8,8
32,"No","Travel_Rarely","Research & Development",5,2,"Life Sciences",1,"Male",4,1,"Research Scientist",2,"Divorced",3298,0,"Yes",12,3,4,2,5,2,2,0,5
22,"No","Non-Travel","Research & Development",16,2,"Medical",4,"Male",4,1,"Laboratory Technician",4,"Divorced",2935,1,"Yes",13,3,2,2,2,2,0,0,0
53,"No","Travel_Rarely","Sales",2,4,"Life Sciences",1,"Female",2,4,"Manager",4,"Married",15427,2,"No",16,3,3,0,3,3,8,3,7
38,"No","Travel_Rarely","Research & Development",2,3,"Life Sciences",4,"Male",3,1,"Research Scientist",4,"Single",3944,5,"Yes",11,3,3,0,3,3,2,1,2
24,"No","Non-Travel","Research & Development",11,2,"Other",1,"Female",4,2,"Manufacturing Director",3,"Divorced",4011,0,"No",18,3,4,1,5,2,2,1,3
36,"Yes","Travel_Rarely","Sales",9,4,"Life Sciences",3,"Male",2,1,"Sales Representative",1,"Single",3407,7,"No",23,4,2,0,4,3,3,0,3
34,"No","Travel_Rarely","Research & Development",7,4,"Life Sciences",1,"Female",3,3,"Research Director",2,"Single",11994,0,"No",11,3,3,0,4,3,6,2,11
21,"No","Travel_Rarely","Research & Development",15,2,"Life Sciences",3,"Male",3,1,"Research Scientist",4,"Single",1232,1,"No",14,3,4,0,6,3,0,0,0
34,"Yes","Travel_Rarely","Research & Development",6,1,"Medical",2,"Male",3,1,"Research Scientist",1,"Single",2960,2,"No",11,3,3,0,2,3,2,1,3
53,"No","Travel_Rarely","Research & Development",5,3,"Other",3,"Female",3,5,"Manager",3,"Divorced",19094,4,"No",11,3,4,1,3,2,13,4,8
32,"Yes","Travel_Frequently","Research & Development",16,1,"Life Sciences",2,"Female",1,1,"Research Scientist",1,"Single",3919,1,"Yes",22,4,2,0,5,3,2,6,7
42,"No","Travel_Rarely","Sales",8,4,"Marketing",3,"Male",3,2,"Sales Executive",2,"Married",6825,0,"No",11,3,4,1,2,3,7,4,2
44,"No","Travel_Rarely","Research & Development",7,4,"Medical",1,"Female",2,3,"Healthcare Representative",4,"Married",10248,3,"No",14,3,4,1,4,3,6,5,17
46,"No","Travel_Rarely","Sales",2,4,"Marketing",2,"Female",3,5,"Manager",1,"Single",18947,3,"No",12,3,4,0,2,2,2,2,1
33,"No","Travel_Rarely","Research & Development",2,3,"Medical",3,"Male",3,1,"Laboratory Technician",4,"Single",2496,4,"No",11,3,4,0,3,3,1,0,0
44,"No","Travel_Rarely","Research & Development",10,4,"Other",4,"Male",3,2,"Healthcare Representative",4,"Married",6465,2,"Yes",13,3,4,0,5,4,2,1,3
30,"No","Travel_Rarely","Research & Development",9,2,"Medical",4,"Male",2,1,"Laboratory Technician",3,"Single",2206,1,"No",13,3,1,0,5,3,0,1,8
39,"Yes","Travel_Rarely","Sales",5,3,"Technical Degree",4,"Male",3,2,"Sales Representative",4,"Married",2086,3,"No",14,3,3,1,6,4,0,0,0
24,"Yes","Travel_Rarely","Research & Development",1,3,"Medical",2,"Male",3,1,"Research Scientist",4,"Married",2293,2,"Yes",16,3,1,1,2,2,0,2,0
43,"No","Travel_Rarely","Research & Development",2,2,"Medical",4,"Female",4,1,"Research Scientist",3,"Divorced",2645,1,"No",12,3,4,2,3,2,3,1,4
50,"Yes","Travel_Rarely","Sales",3,2,"Marketing",1,"Male",2,1,"Sales Representative",3,"Married",2683,1,"Yes",14,3,3,0,2,3,2,0,2
35,"No","Travel_Rarely","Sales",2,3,"Marketing",4,"Female",3,1,"Sales Representative",4,"Married",2014,1,"No",13,3,1,0,3,3,2,2,2
36,"No","Travel_Rarely","Research & Development",5,4,"Life Sciences",2,"Female",2,1,"Research Scientist",1,"Married",3419,9,"Yes",14,3,4,1,3,4,1,0,0
33,"No","Travel_Frequently","Sales",1,3,"Life Sciences",3,"Female",4,2,"Sales Executive",1,"Married",5376,2,"No",19,3,1,2,3,3,3,1,3
35,"No","Travel_Rarely","Research & Development",4,2,"Other",3,"Male",3,1,"Laboratory Technician",4,"Divorced",1951,1,"No",12,3,3,1,3,3,0,0,0
27,"No","Travel_Rarely","Research & Development",2,4,"Life Sciences",4,"Female",3,1,"Laboratory Technician",1,"Divorced",2341,1,"No",13,3,4,1,6,3,0,0,0
26,"Yes","Travel_Rarely","Research & Development",25,3,"Life Sciences",1,"Male",1,1,"Laboratory Technician",3,"Single",2293,1,"No",12,3,3,0,2,2,0,0,1
27,"No","Travel_Frequently","Sales",8,3,"Life Sciences",4,"Male",3,3,"Sales Executive",3,"Single",8726,1,"No",15,3,4,0,0,3,8,1,7
30,"No","Travel_Frequently","Research & Development",1,2,"Medical",3,"Female",3,2,"Laboratory Technician",4,"Single",4011,1,"No",23,4,4,0,2,3,8,3,7
41,"Yes","Travel_Rarely","Research & Development",12,3,"Technical Degree",2,"Female",3,5,"Research Director",3,"Married",19545,1,"No",12,3,4,0,0,3,15,15,8
34,"No","Non-Travel","Sales",23,4,"Marketing",2,"Male",3,2,"Sales Executive",3,"Single",4568,0,"No",20,4,3,0,2,3,5,8,7
37,"No","Travel_Rarely","Research & Development",19,2,"Life Sciences",2,"Male",3,1,"Research Scientist",2,"Married",3022,4,"No",21,4,1,0,1,3,0,0,0
46,"No","Travel_Frequently","Sales",5,4,"Marketing",1,"Male",3,2,"Sales Executive",4,"Single",5772,4,"Yes",21,4,3,0,4,3,6,0,8
35,"No","Travel_Rarely","Research & Development",8,1,"Life Sciences",4,"Male",4,1,"Laboratory Technician",4,"Married",2269,1,"No",19,3,4,0,2,3,0,0,1
48,"Yes","Travel_Rarely","Research & Development",1,2,"Life Sciences",1,"Male",2,3,"Laboratory Technician",3,"Single",5381,9,"Yes",13,3,4,0,2,3,0,0,0
28,"Yes","Travel_Rarely","Research & Development",5,4,"Technical Degree",3,"Male",3,1,"Laboratory Technician",3,"Single",3441,1,"Yes",13,3,3,0,3,2,2,2,2
44,"No","Travel_Rarely","Sales",1,5,"Marketing",2,"Female",3,2,"Sales Executive",1,"Divorced",5454,5,"Yes",21,4,3,1,2,2,3,1,3
35,"No","Non-Travel","Research & Development",11,2,"Medical",3,"Male",2,3,"Healthcare Representative",1,"Married",9884,2,"Yes",13,3,3,1,3,3,0,2,3
26,"No","Travel_Rarely","Sales",23,3,"Marketing",3,"Female",2,2,"Sales Executive",4,"Married",4157,7,"Yes",19,3,3,1,2,2,2,0,0
33,"No","Travel_Frequently","Research & Development",1,2,"Life Sciences",1,"Female",3,3,"Research Director",4,"Single",13458,1,"Yes",12,3,3,0,1,3,14,8,12
35,"No","Travel_Frequently","Sales",18,5,"Life Sciences",2,"Male",3,3,"Sales Executive",1,"Married",9069,1,"No",22,4,4,1,3,2,8,1,8
35,"No","Travel_Rarely","Research & Development",23,4,"Medical",3,"Female",3,1,"Laboratory Technician",1,"Married",4014,3,"Yes",15,3,3,1,3,3,2,2,2
31,"No","Travel_Rarely","Research & Development",7,4,"Life Sciences",4,"Male",3,2,"Laboratory Technician",4,"Divorced",5915,3,"No",22,4,4,1,3,2,7,1,7
37,"No","Travel_Rarely","Research & Development",1,4,"Life Sciences",1,"Male",2,2,"Manufacturing Director",3,"Divorced",5993,1,"No",18,3,3,1,2,4,5,0,7
32,"No","Travel_Rarely","Research & Development",1,3,"Medical",1,"Male",3,2,"Manufacturing Director",4,"Married",6162,1,"Yes",22,4,2,1,3,3,8,7,8
38,"No","Travel_Frequently","Research & Development",29,5,"Life Sciences",4,"Female",3,2,"Laboratory Technician",4,"Single",2406,1,"No",11,3,4,0,2,3,3,9,9
50,"No","Travel_Rarely","Research & Development",7,2,"Medical",2,"Female",2,5,"Research Director",3,"Divorced",18740,5,"Yes",12,3,4,1,2,2,3,13,8
59,"No","Travel_Rarely","Sales",25,3,"Life Sciences",1,"Female",3,3,"Sales Executive",1,"Single",7637,7,"No",11,3,4,0,3,2,16,7,9
36,"No","Travel_Rarely","Research & Development",8,3,"Technical Degree",3,"Female",3,3,"Healthcare Representative",3,"Divorced",10096,1,"No",13,3,2,3,2,3,14,12,8
55,"No","Travel_Rarely","Research & Development",8,3,"Medical",4,"Female",3,4,"Manager",3,"Divorced",14756,2,"Yes",14,3,3,3,2,3,0,0,2
36,"No","Travel_Frequently","Research & Development",11,3,"Life Sciences",2,"Male",2,2,"Manufacturing Director",2,"Single",6499,1,"No",13,3,3,0,3,3,5,0,3
45,"No","Travel_Rarely","Research & Development",7,3,"Life Sciences",2,"Male",3,3,"Research Scientist",1,"Divorced",9724,2,"No",17,3,3,1,2,3,0,0,0
35,"No","Travel_Frequently","Research & Development",1,3,"Medical",2,"Male",3,1,"Research Scientist",1,"Married",2194,4,"No",13,3,4,1,2,2,2,1,2
36,"Yes","Travel_Rarely","Research & Development",9,3,"Medical",4,"Male",2,1,"Research Scientist",3,"Married",3388,0,"Yes",17,3,1,1,0,2,0,0,0
59,"No","Travel_Frequently","Sales",1,1,"Life Sciences",1,"Female",2,2,"Sales Executive",3,"Single",5473,7,"No",11,3,4,0,2,2,3,1,3
29,"No","Travel_Rarely","Research & Development",2,3,"Life Sciences",3,"Male",3,1,"Research Scientist",2,"Married",2703,0,"No",23,4,4,1,3,3,4,0,4
31,"No","Travel_Rarely","Research & Development",1,4,"Medical",3,"Male",3,1,"Research Scientist",2,"Single",2501,1,"No",17,3,2,0,4,3,1,1,0
32,"No","Travel_Rarely","Research & Development",1,3,"Life Sciences",2,"Male",3,2,"Research Scientist",2,"Married",6220,1,"No",17,3,2,2,3,3,4,0,9
36,"No","Travel_Rarely","Research & Development",6,3,"Life Sciences",2,"Female",4,1,"Laboratory Technician",4,"Married",3038,3,"No",12,3,2,0,3,3,0,0,0
31,"No","Travel_Rarely","Research & Development",8,4,"Life Sciences",3,"Female",3,2,"Manufacturing Director",4,"Single",4424,1,"No",23,4,4,0,2,3,7,1,8
35,"No","Travel_Rarely","Sales",1,4,"Marketing",3,"Male",2,2,"Sales Executive",1,"Single",4312,0,"No",14,3,2,0,2,3,13,2,8
45,"No","Travel_Rarely","Research & Development",6,4,"Other",4,"Male",3,3,"Research Director",1,"Married",13245,4,"Yes",14,3,2,0,3,4,0,0,0
37,"No","Travel_Rarely","Research & Development",7,4,"Medical",1,"Male",3,3,"Research Director",3,"Single",13664,4,"No",13,3,1,0,3,4,2,0,2
46,"No","Travel_Rarely","Human Resources",5,2,"Medical",2,"Male",3,2,"Human Resources",2,"Divorced",5021,8,"Yes",22,4,4,1,2,3,2,0,2
30,"No","Travel_Rarely","Research & Development",1,1,"Life Sciences",4,"Male",2,2,"Laboratory Technician",4,"Married",5126,1,"Yes",12,3,3,2,1,2,8,3,0
35,"No","Travel_Rarely","Research & Development",1,3,"Medical",2,"Male",2,1,"Research Scientist",3,"Single",2859,1,"No",18,3,1,0,3,3,4,0,4
55,"No","Travel_Rarely","Sales",1,2,"Life Sciences",1,"Male",3,3,"Sales Executive",4,"Married",10239,3,"No",14,3,4,1,4,3,0,1,0
38,"No","Non-Travel","Research & Development",6,3,"Medical",2,"Female",1,2,"Research Scientist",4,"Divorced",5329,7,"Yes",12,3,4,3,3,3,11,1,9
34,"No","Travel_Rarely","Research & Development",1,2,"Medical",1,"Male",3,2,"Manufacturing Director",2,"Married",4325,1,"No",15,3,3,0,2,3,2,1,3
56,"No","Travel_Rarely","Research & Development",7,3,"Life Sciences",4,"Male",1,3,"Manufacturing Director",4,"Single",7260,4,"No",11,3,1,0,3,2,4,0,2
23,"No","Travel_Rarely","Sales",2,1,"Technical Degree",3,"Male",3,1,"Sales Representative",1,"Divorced",2322,3,"No",13,3,3,1,3,3,0,0,0
51,"No","Travel_Rarely","Research & Development",9,4,"Life Sciences",4,"Male",3,1,"Laboratory Technician",4,"Married",2075,3,"No",23,4,2,2,4,3,2,0,3
30,"No","Travel_Rarely","Research & Development",2,3,"Life Sciences",3,"Male",2,2,"Healthcare Representative",4,"Married",4152,1,"No",19,3,1,3,3,3,10,10,8
46,"Yes","Travel_Rarely","Sales",9,2,"Medical",3,"Male",2,3,"Sales Executive",4,"Single",9619,1,"No",16,3,4,0,3,3,8,4,7
40,"No","Travel_Frequently","Research & Development",1,4,"Life Sciences",3,"Male",2,4,"Healthcare Representative",2,"Married",13503,1,"No",22,4,4,1,3,2,3,11,11
51,"No","Travel_Rarely","Sales",21,4,"Marketing",3,"Male",3,2,"Sales Executive",4,"Single",5441,0,"Yes",22,4,4,0,2,1,7,1,0
30,"No","Travel_Rarely","Sales",4,2,"Medical",3,"Female",2,2,"Sales Executive",2,"Divorced",5209,1,"Yes",12,3,2,3,4,2,8,2,7
46,"No","Travel_Frequently","Research & Development",1,3,"Medical",3,"Male",2,3,"Healthcare Representative",1,"Married",10673,2,"Yes",13,3,3,1,5,2,9,9,5
32,"No","Travel_Rarely","Sales",6,4,"Medical",2,"Male",3,2,"Sales Executive",3,"Single",5010,1,"No",16,3,1,0,0,3,8,5,7
54,"No","Travel_Rarely","Research & Development",2,4,"Technical Degree",1,"Female",3,3,"Research Director",3,"Married",13549,9,"No",12,3,1,1,5,1,3,0,3
24,"No","Travel_Rarely","Sales",3,2,"Other",1,"Female",3,2,"Sales Executive",3,"Married",4999,0,"No",21,4,1,1,2,2,2,0,2
28,"No","Non-Travel","Sales",4,3,"Medical",2,"Male",3,2,"Sales Executive",3,"Married",4221,1,"No",15,3,2,0,3,4,4,0,4
58,"No","Travel_Rarely","Sales",10,4,"Medical",4,"Male",3,4,"Sales Executive",3,"Single",13872,0,"No",13,3,3,0,1,2,10,1,8
44,"No","Non-Travel","Research & Development",23,3,"Medical",2,"Male",3,2,"Laboratory Technician",2,"Married",2042,4,"No",12,3,3,1,3,4,2,1,2
37,"Yes","Travel_Rarely","Human Resources",6,4,"Human Resources",3,"Male",3,1,"Human Resources",1,"Divorced",2073,4,"Yes",22,4,4,0,3,3,2,0,2
32,"No","Travel_Rarely","Research & Development",1,1,"Life Sciences",4,"Male",3,1,"Research Scientist",1,"Single",2956,1,"No",13,3,4,0,2,3,0,0,0
20,"Yes","Travel_Frequently","Research & Development",6,3,"Life Sciences",4,"Female",2,1,"Laboratory Technician",4,"Single",2926,1,"Yes",18,3,2,0,5,3,0,1,0
34,"No","Travel_Rarely","Research & Development",6,4,"Other",1,"Female",3,2,"Research Scientist",3,"Single",4809,1,"No",14,3,3,0,3,3,13,2,10
37,"No","Non-Travel","Research & Development",2,2,"Life Sciences",3,"Male",2,2,"Healthcare Representative",4,"Divorced",5163,5,"No",14,3,4,1,2,4,0,0,0
59,"No","Non-Travel","Human Resources",2,4,"Human Resources",3,"Female",2,5,"Manager",4,"Married",18844,9,"No",21,4,4,1,3,3,2,2,2
50,"No","Travel_Frequently","Research & Development",1,3,"Life Sciences",1,"Female",3,5,"Research Director",2,"Married",18172,3,"Yes",19,3,1,0,1,2,3,0,7
25,"Yes","Travel_Rarely","Sales",5,3,"Marketing",3,"Male",2,2,"Sales Executive",3,"Single",5744,1,"Yes",11,3,4,0,1,3,4,0,3
25,"No","Travel_Rarely","Research & Development",7,1,"Medical",4,"Male",2,1,"Research Scientist",4,"Married",2889,1,"No",11,3,3,2,2,3,2,2,1
22,"No","Travel_Rarely","Research & Development",15,3,"Medical",2,"Female",3,1,"Laboratory Technician",4,"Single",2871,1,"No",15,3,3,0,5,3,0,0,0
51,"No","Travel_Frequently","Research & Development",1,4,"Medical",1,"Female",2,3,"Healthcare Representative",1,"Single",7484,3,"No",20,4,3,0,1,2,12,12,8
34,"Yes","Travel_Frequently","Research & Development",7,3,"Life Sciences",1,"Male",1,2,"Laboratory Technician",3,"Single",6074,1,"Yes",24,4,4,0,3,3,7,0,6
54,"No","Non-Travel","Human Resources",26,3,"Human Resources",4,"Female",4,4,"Manager",4,"Single",17328,2,"Yes",12,3,3,0,3,3,3,4,4
24,"No","Travel_Rarely","Research & Development",18,1,"Life Sciences",2,"Male",3,1,"Laboratory Technician",3,"Married",2774,0,"No",12,3,3,1,2,3,3,1,2
34,"No","Travel_Rarely","Research & Development",6,4,"Life Sciences",3,"Female",2,2,"Research Scientist",2,"Divorced",4505,6,"No",15,3,3,1,3,3,0,0,0
37,"No","Travel_Rarely","Sales",3,3,"Life Sciences",3,"Male",3,3,"Sales Executive",4,"Single",7428,2,"No",12,3,1,0,3,3,3,1,3
34,"No","Travel_Rarely","Research & Development",5,3,"Medical",3,"Female",2,3,"Manager",1,"Single",11631,2,"No",12,3,4,0,6,3,10,5,8
36,"No","Travel_Frequently","Sales",11,2,"Technical Degree",2,"Female",3,3,"Sales Executive",4,"Married",9738,0,"No",14,3,3,1,6,3,7,2,8
36,"No","Travel_Rarely","Research & Development",3,2,"Life Sciences",1,"Female",3,1,"Laboratory Technician",4,"Divorced",2835,5,"No",22,4,1,1,2,3,0,0,0
43,"No","Travel_Frequently","Sales",26,2,"Life Sciences",3,"Male",3,4,"Manager",4,"Married",16959,1,"Yes",12,3,4,2,3,4,12,4,12
30,"No","Travel_Frequently","Research & Development",23,3,"Life Sciences",1,"Male",1,1,"Research Scientist",3,"Divorced",2613,1,"No",25,4,3,3,2,2,7,0,9
33,"No","Non-Travel","Sales",22,2,"Marketing",3,"Male",3,2,"Sales Executive",2,"Married",6146,0,"No",13,3,1,1,2,4,7,0,7
56,"Yes","Travel_Rarely","Research & Development",14,4,"Life Sciences",2,"Female",3,1,"Research Scientist",2,"Married",4963,9,"Yes",18,3,1,3,2,3,4,4,3
51,"No","Travel_Rarely","Research & Development",6,3,"Life Sciences",1,"Male",3,5,"Research Director",3,"Single",19537,7,"No",13,3,3,0,5,3,18,15,15
31,"Yes","Travel_Rarely","Sales",6,4,"Life Sciences",2,"Male",1,2,"Sales Executive",3,"Married",6172,4,"Yes",18,3,2,0,3,2,7,7,7
26,"No","Travel_Rarely","Research & Development",6,3,"Other",3,"Female",2,1,"Research Scientist",2,"Married",2368,1,"No",19,3,3,0,3,2,4,4,3
58,"Yes","Travel_Rarely","Research & Development",23,4,"Medical",4,"Female",3,3,"Healthcare Representative",4,"Married",10312,1,"No",12,3,4,1,3,2,10,15,6
19,"Yes","Travel_Rarely","Sales",22,1,"Marketing",4,"Male",3,1,"Sales Representative",3,"Single",1675,1,"Yes",19,3,4,0,2,2,0,0,0
22,"No","Travel_Rarely","Research & Development",2,1,"Technical Degree",3,"Male",3,1,"Laboratory Technician",4,"Married",2523,0,"No",14,3,3,1,2,3,1,2,1
49,"No","Travel_Rarely","Research & Development",20,4,"Medical",3,"Female",3,2,"Manufacturing Director",1,"Married",6567,1,"No",14,3,3,0,2,2,11,5,11
43,"No","Travel_Frequently","Research & Development",28,3,"Medical",2,"Female",4,1,"Research Scientist",3,"Single",4739,4,"No",12,3,4,0,2,3,2,1,2
50,"No","Travel_Frequently","Sales",12,3,"Marketing",3,"Female",3,3,"Sales Executive",4,"Single",9208,4,"No",11,3,4,0,3,3,2,2,1
31,"Yes","Travel_Rarely","Sales",20,3,"Life Sciences",2,"Female",1,2,"Sales Executive",3,"Married",4559,3,"Yes",11,3,3,1,2,3,2,2,2
41,"No","Travel_Rarely","Sales",9,1,"Life Sciences",3,"Male",3,3,"Sales Executive",3,"Divorced",8189,3,"Yes",13,3,3,1,2,3,7,0,7
26,"No","Travel_Rarely","Human Resources",25,1,"Life Sciences",3,"Female",3,1,"Human Resources",3,"Married",2942,1,"No",23,4,4,1,3,3,7,5,7
36,"No","Travel_Rarely","Research & Development",6,2,"Medical",2,"Male",3,2,"Manufacturing Director",2,"Divorced",4941,6,"No",20,4,4,2,0,3,2,0,1
51,"Yes","Travel_Frequently","Research & Development",8,4,"Life Sciences",1,"Male",1,3,"Manufacturing Director",4,"Single",10650,2,"No",15,3,4,0,2,3,2,0,3
39,"No","Travel_Rarely","Sales",4,4,"Life Sciences",4,"Female",2,2,"Sales Executive",3,"Married",5902,4,"No",14,3,3,1,1,4,11,5,9
25,"No","Travel_Rarely","Sales",28,3,"Life Sciences",1,"Male",2,2,"Sales Executive",3,"Married",8639,2,"No",18,3,4,0,3,3,2,2,2
30,"No","Travel_Rarely","Human Resources",9,3,"Human Resources",3,"Male",3,2,"Human Resources",4,"Married",6347,0,"Yes",19,3,4,0,2,1,9,4,7
32,"Yes","Travel_Rarely","Research & Development",9,3,"Medical",1,"Female",3,1,"Laboratory Technician",1,"Single",4200,7,"No",22,4,1,0,2,4,4,0,4
45,"No","Travel_Rarely","Research & Development",29,3,"Medical",3,"Male",3,1,"Research Scientist",4,"Single",3452,5,"No",13,3,2,0,2,2,5,0,3
38,"No","Travel_Rarely","Research & Development",3,5,"Technical Degree",4,"Female",3,2,"Research Scientist",3,"Single",4317,3,"Yes",20,4,2,0,2,3,2,2,2
30,"No","Travel_Rarely","Research & Development",18,3,"Life Sciences",1,"Female",3,1,"Research Scientist",3,"Single",2632,1,"No",14,3,3,0,4,2,4,0,4
32,"No","Travel_Frequently","Sales",9,2,"Medical",4,"Male",1,2,"Sales Executive",4,"Divorced",4668,0,"No",17,3,4,3,2,4,7,0,7
30,"No","Travel_Rarely","Research & Development",5,3,"Technical Degree",4,"Female",3,1,"Research Scientist",1,"Divorced",3204,5,"No",14,3,4,1,3,3,2,2,2
30,"No","Travel_Rarely","Research & Development",2,1,"Medical",2,"Male",2,1,"Laboratory Technician",4,"Single",2720,0,"No",13,3,4,0,3,3,3,1,2
41,"No","Travel_Frequently","Research & Development",10,3,"Life Sciences",4,"Male",2,4,"Manager",1,"Divorced",17181,4,"No",13,3,2,1,2,2,6,7,7
41,"No","Travel_Rarely","Research & Development",9,4,"Life Sciences",3,"Male",3,1,"Laboratory Technician",1,"Married",2238,2,"No",21,4,4,1,2,3,0,1,4
19,"No","Travel_Rarely","Research & Development",3,1,"Medical",2,"Female",3,1,"Laboratory Technician",2,"Single",1483,1,"No",14,3,4,0,3,3,0,0,0
40,"No","Travel_Frequently","Research & Development",26,3,"Medical",2,"Female",3,2,"Research Scientist",2,"Divorced",5605,1,"No",11,3,1,1,2,3,7,2,13
35,"No","Travel_Rarely","Sales",1,5,"Marketing",3,"Male",3,3,"Sales Executive",2,"Married",7295,1,"No",13,3,1,2,3,3,8,0,6
53,"No","Travel_Rarely","Sales",6,2,"Marketing",2,"Male",3,2,"Sales Representative",3,"Married",2306,2,"Yes",20,4,4,1,3,1,7,4,5
45,"No","Travel_Rarely","Research & Development",9,3,"Life Sciences",2,"Male",3,2,"Laboratory Technician",2,"Divorced",2348,8,"No",18,3,3,1,2,1,9,0,15
32,"No","Travel_Frequently","Sales",8,3,"Marketing",2,"Female",3,3,"Sales Executive",4,"Single",8998,1,"No",14,3,4,0,2,3,8,3,7
29,"No","Non-Travel","Research & Development",1,1,"Technical Degree",4,"Male",3,2,"Manufacturing Director",3,"Married",4319,1,"No",13,3,1,1,1,3,7,0,9
51,"No","Travel_Rarely","Research & Development",7,4,"Medical",2,"Male",2,2,"Manufacturing Director",3,"Married",6132,2,"No",17,3,3,0,2,3,0,0,0
58,"No","Travel_Rarely","Research & Development",9,3,"Medical",2,"Female",2,1,"Research Scientist",2,"Married",3346,4,"Yes",20,4,2,1,3,2,0,0,0
40,"No","Travel_Rarely","Sales",4,4,"Marketing",3,"Male",2,3,"Sales Executive",4,"Married",10855,7,"No",11,3,1,1,2,2,11,2,11
34,"No","Travel_Frequently","Sales",2,4,"Marketing",3,"Female",3,1,"Sales Representative",3,"Married",2231,6,"No",18,3,4,1,3,3,3,1,2
22,"No","Travel_Rarely","Research & Development",19,1,"Medical",3,"Male",3,1,"Research Scientist",4,"Married",2323,1,"No",24,4,1,2,6,3,2,2,2
27,"No","Non-Travel","Research & Development",9,3,"Medical",4,"Male",3,1,"Research Scientist",2,"Divorced",2024,6,"No",18,3,4,1,1,1,2,2,2
28,"No","Travel_Rarely","Research & Development",21,3,"Medical",3,"Male",3,1,"Research Scientist",4,"Married",2713,1,"No",11,3,3,1,2,1,2,0,2
57,"No","Travel_Rarely","Research & Development",24,2,"Life Sciences",3,"Male",4,3,"Healthcare Representative",4,"Divorced",9439,3,"Yes",16,3,2,1,2,1,3,1,4
27,"No","Non-Travel","Research & Development",3,3,"Medical",3,"Male",2,1,"Research Scientist",3,"Divorced",2566,1,"Yes",15,3,4,1,2,2,1,0,1
50,"No","Travel_Rarely","Research & Development",11,3,"Life Sciences",3,"Female",3,5,"Manager",2,"Single",19926,3,"No",15,3,2,0,5,3,4,4,4
41,"No","Travel_Rarely","Research & Development",14,3,"Life Sciences",1,"Male",3,1,"Research Scientist",3,"Divorced",2451,4,"No",12,3,1,1,2,3,8,1,8
30,"No","Travel_Rarely","Sales",5,3,"Life Sciences",2,"Female",3,3,"Sales Executive",4,"Married",9419,2,"No",12,3,3,1,2,3,9,7,4
38,"No","Travel_Rarely","Sales",1,4,"Life Sciences",1,"Female",2,2,"Sales Executive",4,"Single",8686,4,"No",22,4,3,0,2,4,3,0,7
32,"No","Travel_Rarely","Research & Development",6,5,"Life Sciences",3,"Male",3,1,"Research Scientist",3,"Single",3038,3,"No",20,4,1,0,2,3,4,1,4
27,"No","Travel_Rarely","Research & Development",17,3,"Technical Degree",3,"Male",3,1,"Research Scientist",2,"Married",3058,0,"Yes",16,3,4,1,3,2,2,1,1
19,"Yes","Travel_Frequently","Sales",1,1,"Technical Degree",3,"Female",1,1,"Sales Representative",1,"Single",2325,0,"No",21,4,1,0,5,4,0,0,0
36,"No","Travel_Frequently","Research & Development",3,2,"Medical",4,"Male",3,1,"Laboratory Technician",2,"Single",2088,4,"No",12,3,3,0,3,2,7,7,2
30,"No","Non-Travel","Research & Development",9,3,"Medical",3,"Male",3,2,"Laboratory Technician",1,"Divorced",3072,1,"No",11,3,3,2,4,3,9,6,10
45,"No","Travel_Rarely","Sales",4,2,"Life Sciences",3,"Female",3,2,"Sales Executive",1,"Divorced",5006,4,"Yes",11,3,1,1,3,4,4,0,3
56,"No","Travel_Rarely","Research & Development",8,3,"Life Sciences",3,"Female",3,1,"Research Scientist",1,"Divorced",4257,4,"Yes",18,3,3,1,3,3,2,2,2
33,"No","Travel_Rarely","Research & Development",2,3,"Life Sciences",3,"Male",3,1,"Research Scientist",4,"Single",2500,0,"No",14,3,1,0,2,4,1,0,2
19,"Yes","Travel_Rarely","Research & Development",2,3,"Life Sciences",2,"Male",2,1,"Laboratory Technician",4,"Single",1102,1,"No",22,4,3,0,3,2,0,1,0
46,"No","Travel_Rarely","Sales",1,2,"Marketing",2,"Female",3,3,"Sales Executive",1,"Divorced",10453,1,"No",25,4,3,3,2,3,13,15,7
38,"No","Travel_Rarely","Research & Development",9,2,"Life Sciences",3,"Female",3,1,"Laboratory Technician",4,"Single",2288,1,"No",12,3,3,0,3,3,2,2,1
31,"No","Travel_Rarely","Research & Development",12,1,"Medical",3,"Female",3,1,"Research Scientist",4,"Married",3929,8,"Yes",23,4,3,1,0,3,2,0,2
34,"No","Travel_Rarely","Research & Development",27,2,"Medical",4,"Female",3,1,"Research Scientist",2,"Single",2311,2,"No",15,3,4,0,3,3,2,1,2
41,"Yes","Travel_Rarely","Sales",20,2,"Marketing",2,"Female",3,1,"Sales Representative",2,"Single",3140,1,"Yes",22,4,4,0,5,2,3,0,2
50,"No","Travel_Rarely","Research & Development",1,3,"Medical",3,"Male",2,1,"Laboratory Technician",3,"Married",3690,2,"No",15,3,4,1,2,2,2,0,2
53,"No","Travel_Rarely","Research & Development",13,2,"Medical",4,"Female",4,2,"Manufacturing Director",1,"Divorced",4450,1,"No",11,3,3,2,3,3,2,1,3
33,"No","Travel_Rarely","Research & Development",14,3,"Medical",4,"Female",3,1,"Research Scientist",2,"Married",2756,1,"No",13,3,4,1,5,3,7,1,6
40,"No","Travel_Rarely","Research & Development",4,1,"Medical",4,"Female",3,5,"Manager",3,"Married",19033,1,"No",14,3,2,1,2,3,8,9,9
55,"No","Travel_Rarely","Research & Development",14,4,"Medical",3,"Male",4,5,"Research Director",2,"Single",18722,8,"No",11,3,4,0,3,3,15,2,15
34,"No","Travel_Frequently","Research & Development",2,1,"Life Sciences",4,"Male",2,2,"Manufacturing Director",3,"Married",9547,1,"No",17,3,3,0,2,2,9,1,9
51,"No","Travel_Rarely","Research & Development",3,3,"Medical",4,"Female",3,4,"Healthcare Representative",2,"Single",13734,3,"No",18,3,3,0,6,3,7,1,0
52,"No","Travel_Rarely","Research & Development",1,4,"Life Sciences",3,"Male",2,5,"Manager",3,"Married",19999,0,"No",14,3,1,1,5,3,18,11,9
27,"No","Travel_Rarely","Research & Development",9,3,"Medical",4,"Female",3,1,"Research Scientist",2,"Single",2279,1,"No",16,3,4,0,2,2,7,0,3
35,"Yes","Travel_Rarely","Research & Development",23,2,"Life Sciences",2,"Male",2,2,"Manufacturing Director",3,"Married",5916,3,"Yes",13,3,1,0,1,3,0,0,1
43,"No","Non-Travel","Research & Development",7,3,"Medical",4,"Male",4,1,"Research Scientist",4,"Divorced",2089,4,"No",14,3,4,3,3,4,4,2,2
45,"No","Non-Travel","Research & Development",2,2,"Medical",1,"Male",2,4,"Manager",4,"Married",16792,9,"No",23,4,4,1,1,3,8,11,8
37,"No","Travel_Rarely","Research & Development",21,3,"Life Sciences",2,"Male",4,1,"Research Scientist",1,"Married",3564,1,"Yes",12,3,1,1,3,2,7,1,7
35,"No","Travel_Frequently","Research & Development",2,3,"Medical",2,"Female",3,2,"Laboratory Technician",2,"Single",4425,5,"No",11,3,4,0,5,3,2,1,2
42,"No","Non-Travel","Research & Development",21,2,"Medical",3,"Female",3,2,"Manufacturing Director",3,"Divorced",5265,2,"No",16,3,2,1,5,3,3,0,2
38,"No","Travel_Rarely","Research & Development",2,4,"Life Sciences",4,"Male",3,2,"Manufacturing Director",3,"Married",6553,9,"No",14,3,2,0,3,3,0,0,0
38,"No","Travel_Rarely","Research & Development",29,3,"Technical Degree",4,"Male",3,2,"Manufacturing Director",4,"Married",6261,3,"No",18,3,1,1,3,1,7,1,7
27,"No","Travel_Frequently","Research & Development",1,1,"Technical Degree",3,"Male",2,2,"Manufacturing Director",1,"Married",4298,5,"No",19,3,3,1,1,3,2,2,0
49,"No","Non-Travel","Research & Development",18,4,"Life Sciences",4,"Male",3,2,"Manufacturing Director",4,"Divorced",6804,1,"Yes",15,3,1,2,0,3,7,1,7
34,"No","Travel_Frequently","Research & Development",10,4,"Medical",4,"Male",3,1,"Research Scientist",3,"Divorced",3815,1,"Yes",17,3,4,1,4,4,3,2,0
40,"No","Travel_Rarely","Research & Development",19,2,"Medical",3,"Male",3,2,"Laboratory Technician",4,"Married",2741,8,"Yes",15,3,3,1,2,4,2,3,7
38,"Yes","Travel_Rarely","Research & Development",29,1,"Medical",2,"Male",3,2,"Healthcare Representative",1,"Married",6673,7,"Yes",19,3,2,0,2,3,0,0,0
29,"Yes","Travel_Rarely","Sales",27,3,"Marketing",2,"Female",3,3,"Sales Executive",4,"Married",7639,1,"No",22,4,4,3,3,2,4,1,9
22,"No","Travel_Rarely","Research & Development",5,3,"Life Sciences",4,"Male",4,1,"Research Scientist",2,"Divorced",2328,1,"Yes",16,3,1,1,2,2,2,2,2
36,"No","Travel_Frequently","Research & Development",18,1,"Medical",2,"Female",3,1,"Laboratory Technician",4,"Single",2153,1,"No",13,3,1,0,2,3,1,1,7
40,"No","Non-Travel","Research & Development",9,5,"Life Sciences",4,"Male",2,2,"Healthcare Representative",4,"Married",4876,9,"No",14,3,4,1,5,1,2,0,2
46,"No","Travel_Rarely","Research & Development",1,4,"Medical",4,"Male",3,3,"Healthcare Representative",1,"Divorced",9396,7,"No",16,3,3,1,3,3,2,0,3
32,"Yes","Travel_Rarely","Sales",4,4,"Medical",4,"Male",1,3,"Sales Executive",4,"Married",10400,1,"No",11,3,3,0,2,2,8,9,8
30,"No","Non-Travel","Research & Development",1,1,"Life Sciences",3,"Male",2,3,"Manufacturing Director",3,"Single",8474,1,"No",22,4,3,0,2,3,8,5,8
27,"No","Travel_Frequently","Sales",20,3,"Life Sciences",4,"Female",3,2,"Sales Executive",3,"Single",9981,1,"No",14,3,4,0,2,3,7,0,7
51,"No","Travel_Rarely","Research & Development",8,4,"Life Sciences",2,"Male",2,3,"Research Director",2,"Married",12490,5,"No",16,3,4,2,5,1,9,4,7
30,"Yes","Travel_Rarely","Research & Development",3,3,"Technical Degree",4,"Female",3,1,"Research Scientist",1,"Single",2657,5,"Yes",11,3,3,0,5,3,2,0,4
41,"No","Travel_Rarely","Sales",6,3,"Life Sciences",4,"Female",3,3,"Manager",4,"Single",13591,3,"Yes",18,3,3,0,3,3,0,0,0
30,"Yes","Travel_Frequently","Sales",26,4,"Marketing",3,"Female",2,2,"Sales Executive",1,"Single",6696,5,"No",15,3,3,0,5,2,3,0,1
29,"Yes","Travel_Rarely","Research & Development",1,3,"Technical Degree",3,"Male",3,1,"Research Scientist",3,"Single",2058,0,"No",14,3,4,0,1,2,2,1,5
45,"No","Non-Travel","Sales",6,3,"Medical",4,"Female",2,3,"Sales Executive",4,"Single",8865,6,"No",12,3,4,0,2,3,7,12,8
54,"No","Travel_Rarely","Sales",3,3,"Marketing",4,"Female",3,2,"Sales Executive",1,"Married",5940,2,"No",14,3,4,1,4,3,2,0,5
36,"No","Travel_Rarely","Research & Development",5,2,"Life Sciences",4,"Male",3,2,"Laboratory Technician",2,"Single",5914,8,"No",16,3,4,0,3,4,11,3,7
33,"No","Travel_Rarely","Research & Development",4,4,"Medical",3,"Female",2,1,"Research Scientist",2,"Married",2622,6,"No",21,4,4,0,3,3,2,1,1
37,"No","Travel_Frequently","Research & Development",11,3,"Other",2,"Male",3,3,"Research Director",4,"Divorced",12185,1,"Yes",14,3,3,3,1,3,8,0,7
38,"No","Travel_Rarely","Sales",3,3,"Life Sciences",1,"Male",3,3,"Sales Executive",3,"Divorced",10609,0,"No",12,3,3,2,6,2,10,5,13
31,"No","Non-Travel","Research & Development",1,4,"Medical",3,"Male",1,2,"Manufacturing Director",3,"Married",4345,0,"No",12,3,4,1,2,3,4,1,4
59,"No","Travel_Rarely","Research & Development",3,3,"Life Sciences",3,"Male",2,1,"Research Scientist",4,"Married",2177,3,"No",17,3,1,1,6,3,0,0,0
37,"No","Travel_Frequently","Sales",4,4,"Marketing",1,"Male",3,1,"Sales Representative",4,"Divorced",2793,4,"No",17,3,3,1,2,3,8,5,8
29,"No","Travel_Frequently","Sales",1,1,"Medical",2,"Female",3,3,"Sales Executive",4,"Married",7918,1,"No",14,3,4,1,5,3,10,4,1
35,"No","Travel_Frequently","Sales",1,3,"Marketing",3,"Female",3,3,"Sales Executive",3,"Single",8789,1,"No",14,3,1,0,3,4,7,0,8
29,"Yes","Travel_Rarely","Research & Development",18,1,"Medical",3,"Male",2,1,"Research Scientist",4,"Single",2389,1,"Yes",13,3,3,0,3,2,3,0,1
52,"No","Travel_Rarely","Research & Development",2,3,"Life Sciences",3,"Female",2,1,"Laboratory Technician",4,"Single",3212,7,"No",15,3,2,0,3,2,2,2,2
42,"No","Travel_Rarely","Research & Development",4,2,"Technical Degree",3,"Male",3,5,"Manager",4,"Married",19232,1,"No",11,3,4,0,3,3,17,11,15
59,"No","Travel_Rarely","Human Resources",6,2,"Medical",2,"Male",3,1,"Human Resources",3,"Married",2267,8,"No",17,3,4,0,2,2,2,2,2
50,"No","Travel_Rarely","Sales",1,4,"Medical",4,"Female",3,5,"Manager",4,"Divorced",19517,3,"No",11,3,3,1,3,2,0,0,6
33,"Yes","Travel_Rarely","Research & Development",14,3,"Medical",3,"Male",3,1,"Laboratory Technician",4,"Married",2436,5,"Yes",13,3,3,1,2,1,4,0,4
43,"No","Travel_Rarely","Sales",16,3,"Marketing",4,"Female",3,4,"Manager",4,"Married",16064,5,"Yes",22,4,3,1,3,3,13,1,9
33,"Yes","Travel_Rarely","Research & Development",2,2,"Life Sciences",1,"Female",3,1,"Laboratory Technician",1,"Married",2707,7,"No",20,4,1,0,3,4,7,1,7
52,"No","Non-Travel","Sales",2,4,"Life Sciences",1,"Male",2,5,"Manager",3,"Single",19068,1,"Yes",18,3,4,0,2,4,7,15,12
32,"No","Travel_Rarely","Sales",4,2,"Life Sciences",3,"Female",3,1,"Sales Representative",2,"Married",3931,2,"No",11,3,1,1,5,3,3,1,2
32,"Yes","Travel_Rarely","Research & Development",1,3,"Life Sciences",4,"Male",2,1,"Laboratory Technician",3,"Single",3730,0,"Yes",14,3,4,0,2,1,2,1,2
39,"No","Travel_Rarely","Research & Development",1,4,"Medical",3,"Female",3,1,"Laboratory Technician",3,"Divorced",2232,7,"No",14,3,3,3,1,3,2,1,2
32,"No","Non-Travel","Sales",26,4,"Marketing",3,"Male",3,2,"Sales Executive",4,"Married",4465,0,"No",18,3,1,0,2,3,2,2,2
41,"No","Travel_Rarely","Research & Development",19,2,"Life Sciences",3,"Male",3,2,"Research Scientist",1,"Divorced",3072,2,"No",16,3,1,2,2,2,0,0,0
40,"No","Travel_Rarely","Research & Development",24,2,"Technical Degree",1,"Male",3,2,"Research Scientist",4,"Divorced",3319,1,"No",17,3,1,2,3,3,8,4,7
45,"No","Travel_Rarely","Research & Development",1,3,"Other",3,"Male",4,5,"Manager",4,"Married",19202,0,"No",11,3,3,1,2,3,0,1,7
31,"No","Travel_Frequently","Research & Development",3,4,"Medical",2,"Male",3,3,"Research Director",3,"Divorced",13675,9,"No",12,3,1,1,3,3,2,2,2
33,"No","Travel_Rarely","Research & Development",5,4,"Life Sciences",3,"Female",2,1,"Research Scientist",4,"Married",2911,1,"No",13,3,3,1,2,2,2,0,2
34,"No","Travel_Rarely","Research & Development",2,4,"Life Sciences",4,"Male",2,2,"Manufacturing Director",1,"Married",5957,6,"No",13,3,2,1,3,3,9,5,9
37,"No","Travel_Rarely","Research & Development",1,2,"Medical",3,"Female",2,1,"Research Scientist",1,"Married",3920,2,"No",14,3,1,1,2,2,1,0,2
45,"No","Travel_Frequently","Research & Development",7,4,"Life Sciences",1,"Male",4,2,"Manufacturing Director",3,"Married",6434,4,"No",17,3,4,1,1,3,2,0,2
37,"Yes","Travel_Frequently","Research & Development",10,3,"Medical",1,"Male",3,3,"Manufacturing Director",3,"Divorced",10048,6,"No",11,3,2,2,5,3,0,0,0
39,"No","Travel_Frequently","Research & Development",2,4,"Technical Degree",3,"Female",3,3,"Healthcare Representative",3,"Single",10938,0,"No",25,4,4,0,1,3,6,11,8
29,"No","Travel_Rarely","Research & Development",15,3,"Life Sciences",3,"Male",3,1,"Research Scientist",4,"Single",2340,1,"No",19,3,1,0,1,3,5,1,5
42,"No","Travel_Rarely","Research & Development",17,2,"Life Sciences",4,"Female",4,2,"Research Scientist",1,"Single",6545,3,"Yes",13,3,3,0,1,3,2,0,2
29,"No","Travel_Rarely","Sales",20,2,"Marketing",4,"Male",3,2,"Sales Executive",4,"Divorced",6931,2,"No",14,3,4,1,2,3,2,0,2
25,"No","Travel_Rarely","Research & Development",1,3,"Life Sciences",1,"Female",3,2,"Manufacturing Director",3,"Married",4898,0,"No",12,3,4,2,3,3,2,1,2
42,"No","Travel_Rarely","Research & Development",2,3,"Medical",4,"Female",2,1,"Laboratory Technician",1,"Divorced",2593,0,"Yes",11,3,3,1,4,3,6,7,8
40,"No","Travel_Rarely","Research & Development",2,2,"Medical",1,"Male",3,5,"Research Director",3,"Divorced",19436,0,"No",19,3,4,1,5,3,7,3,9
51,"No","Travel_Rarely","Research & Development",1,3,"Life Sciences",3,"Male",3,1,"Research Scientist",4,"Married",2723,1,"No",11,3,2,0,0,2,0,0,0
31,"Yes","Travel_Frequently","Research & Development",29,2,"Medical",3,"Male",2,1,"Laboratory Technician",2,"Single",3479,0,"No",11,3,2,0,2,4,4,1,4
32,"No","Travel_Frequently","Research & Development",7,3,"Life Sciences",2,"Male",4,1,"Laboratory Technician",2,"Married",2794,1,"No",20,4,3,0,3,1,1,0,3
38,"No","Non-Travel","Sales",2,2,"Life Sciences",4,"Male",2,2,"Sales Executive",4,"Married",5249,3,"No",18,3,4,1,0,3,7,7,5
32,"No","Travel_Rarely","Research & Development",2,1,"Technical Degree",4,"Male",2,2,"Laboratory Technician",1,"Single",2176,4,"No",13,3,4,0,5,3,2,0,4
46,"No","Travel_Rarely","Sales",2,3,"Technical Degree",3,"Female",1,4,"Manager",2,"Married",16872,3,"Yes",12,3,2,1,2,2,7,7,7
28,"Yes","Travel_Rarely","Research & Development",2,4,"Life Sciences",1,"Male",3,1,"Laboratory Technician",3,"Single",3485,2,"No",11,3,3,0,5,1,0,0,0
29,"No","Travel_Rarely","Sales",2,3,"Medical",1,"Male",2,2,"Sales Executive",2,"Married",6644,2,"No",19,3,2,2,2,3,0,0,0
31,"No","Travel_Rarely","Research & Development",23,3,"Medical",2,"Male",2,2,"Healthcare Representative",4,"Married",5582,0,"No",21,4,2,1,2,3,0,7,8
25,"No","Non-Travel","Research & Development",5,2,"Life Sciences",2,"Male",4,2,"Healthcare Representative",1,"Divorced",4000,1,"No",12,3,4,2,2,3,3,1,5
45,"No","Travel_Rarely","Research & Development",20,2,"Medical",3,"Male",3,4,"Healthcare Representative",4,"Married",13496,0,"Yes",14,3,2,0,2,3,7,4,10
36,"No","Travel_Rarely","Research & Development",6,3,"Life Sciences",4,"Male",3,1,"Laboratory Technician",4,"Married",3210,0,"No",11,3,3,1,4,3,13,10,11
55,"No","Travel_Rarely","Research & Development",1,3,"Medical",4,"Male",3,5,"Manager",1,"Single",19045,0,"Yes",14,3,3,0,2,3,10,4,13
47,"Yes","Non-Travel","Research & Development",29,4,"Life Sciences",1,"Male",3,3,"Manager",2,"Married",11849,1,"Yes",12,3,4,1,2,2,7,9,9
28,"No","Travel_Rarely","Research & Development",9,3,"Medical",4,"Male",3,1,"Research Scientist",4,"Married",2070,1,"No",23,4,4,1,3,2,2,0,4
37,"No","Travel_Rarely","Sales",6,4,"Medical",3,"Male",3,2,"Sales Executive",4,"Married",6502,4,"No",14,3,2,1,5,4,4,0,1
21,"No","Travel_Rarely","Research & Development",3,2,"Medical",4,"Male",2,1,"Research Scientist",3,"Single",3230,1,"No",17,3,1,0,4,4,2,1,0
37,"No","Non-Travel","Research & Development",1,4,"Medical",1,"Female",3,3,"Research Director",4,"Divorced",13603,2,"Yes",18,3,1,2,2,3,2,0,2
35,"No","Travel_Rarely","Research & Development",22,3,"Life Sciences",2,"Female",4,3,"Manager",2,"Divorced",11996,7,"No",18,3,2,1,6,2,7,6,2
38,"No","Travel_Rarely","Sales",7,2,"Medical",1,"Female",4,2,"Sales Executive",1,"Divorced",5605,1,"Yes",24,4,3,1,3,3,0,7,7
26,"No","Travel_Frequently","Research & Development",1,3,"Life Sciences",3,"Female",3,2,"Manufacturing Director",2,"Divorced",6397,1,"No",20,4,1,1,6,1,5,1,4
50,"No","Travel_Rarely","Research & Development",4,1,"Life Sciences",1,"Male",3,5,"Research Director",2,"Divorced",19144,3,"No",14,3,1,2,4,2,4,1,6
53,"No","Travel_Rarely","Research & Development",3,4,"Medical",3,"Male",3,4,"Research Director",3,"Married",17584,3,"Yes",16,3,4,3,5,2,3,1,3
42,"No","Travel_Rarely","Sales",1,1,"Life Sciences",2,"Male",3,2,"Sales Executive",3,"Married",4907,1,"No",25,4,3,0,3,3,16,11,6
29,"No","Travel_Frequently","Sales",2,2,"Life Sciences",2,"Male",3,2,"Sales Executive",4,"Single",4554,1,"No",18,3,1,0,3,2,7,0,9
55,"No","Travel_Rarely","Research & Development",20,2,"Technical Degree",2,"Male",3,2,"Laboratory Technician",4,"Married",5415,3,"Yes",19,3,4,1,4,3,7,0,8
26,"No","Travel_Frequently","Research & Development",11,2,"Medical",1,"Male",3,2,"Healthcare Representative",1,"Married",4741,1,"Yes",13,3,3,1,3,3,3,3,3
37,"No","Travel_Rarely","Research & Development",1,3,"Life Sciences",4,"Female",3,1,"Research Scientist",4,"Single",2115,1,"No",12,3,2,0,3,3,12,5,7
44,"Yes","Travel_Frequently","Research & Development",24,3,"Life Sciences",4,"Male",3,1,"Laboratory Technician",3,"Divorced",3161,3,"Yes",22,4,4,1,0,1,0,0,0
38,"No","Travel_Rarely","Research & Development",23,4,"Life Sciences",4,"Male",3,2,"Healthcare Representative",4,"Divorced",5745,9,"No",14,3,2,1,2,3,2,1,2
26,"Yes","Travel_Rarely","Research & Development",16,4,"Medical",1,"Male",3,1,"Laboratory Technician",2,"Divorced",2373,2,"Yes",13,3,4,1,2,3,2,0,2
28,"No","Travel_Rarely","Research & Development",8,2,"Life Sciences",4,"Female",3,1,"Research Scientist",4,"Single",3310,1,"No",21,4,4,0,3,3,3,0,2
49,"No","Travel_Frequently","Research & Development",10,4,"Life Sciences",3,"Female",3,5,"Research Director",1,"Single",18665,9,"Yes",11,3,4,0,4,3,2,1,2
36,"No","Travel_Rarely","Research & Development",3,3,"Technical Degree",3,"Male",3,2,"Research Scientist",2,"Single",4485,4,"No",12,3,4,0,2,3,0,7,7
31,"No","Travel_Frequently","Sales",5,3,"Marketing",4,"Female",3,1,"Sales Representative",2,"Divorced",2789,1,"No",11,3,3,1,5,2,2,2,2
26,"Yes","Travel_Rarely","Sales",4,4,"Marketing",4,"Male",2,2,"Sales Executive",4,"Single",5828,1,"Yes",12,3,2,0,0,3,7,7,4
37,"No","Travel_Frequently","Research & Development",9,3,"Medical",2,"Male",3,1,"Research Scientist",4,"Married",2326,1,"Yes",12,3,3,3,3,2,2,1,2
42,"No","Travel_Frequently","Sales",26,3,"Marketing",3,"Female",3,4,"Sales Executive",2,"Married",13525,5,"No",14,3,4,1,2,4,4,4,8
18,"Yes","Travel_Rarely","Research & Development",3,3,"Life Sciences",3,"Male",3,1,"Laboratory Technician",3,"Single",1420,1,"No",13,3,3,0,2,3,0,0,0
35,"No","Travel_Rarely","Sales",16,3,"Marketing",3,"Male",3,3,"Sales Executive",2,"Married",8020,0,"No",15,3,3,2,3,2,9,6,9
36,"No","Travel_Frequently","Research & Development",18,4,"Life Sciences",3,"Male",4,1,"Laboratory Technician",4,"Married",3688,4,"No",18,3,4,2,2,3,0,0,0
51,"No","Travel_Rarely","Research & Development",2,3,"Medical",4,"Male",1,2,"Manufacturing Director",2,"Divorced",5482,5,"No",18,3,4,1,3,3,1,1,2
41,"No","Travel_Rarely","Sales",2,4,"Life Sciences",4,"Male",3,4,"Manager",2,"Single",16015,1,"No",19,3,2,0,2,3,10,0,4
18,"No","Travel_Rarely","Sales",10,3,"Medical",4,"Female",2,1,"Sales Representative",3,"Single",1200,1,"No",12,3,1,0,2,3,0,0,0
28,"No","Travel_Rarely","Research & Development",16,2,"Medical",2,"Male",4,2,"Healthcare Representative",1,"Single",5661,0,"No",19,3,3,0,2,3,3,0,7
31,"No","Travel_Rarely","Sales",7,3,"Technical Degree",2,"Male",4,2,"Sales Executive",4,"Married",6929,4,"No",11,3,2,1,3,2,7,7,7
39,"No","Travel_Rarely","Research & Development",1,3,"Medical",3,"Male",4,3,"Healthcare Representative",4,"Divorced",9613,0,"No",17,3,1,3,5,2,10,3,7
36,"No","Non-Travel","Research & Development",24,4,"Life Sciences",2,"Female",3,2,"Laboratory Technician",2,"Married",5674,7,"No",15,3,3,1,3,3,8,0,8
32,"No","Travel_Rarely","Sales",7,3,"Life Sciences",4,"Male",2,2,"Sales Executive",3,"Married",5484,1,"No",14,3,3,1,3,2,8,4,8
38,"No","Travel_Rarely","Research & Development",25,2,"Life Sciences",1,"Female",2,3,"Research Director",2,"Married",12061,3,"No",17,3,3,1,2,3,8,0,1
58,"No","Non-Travel","Research & Development",1,4,"Life Sciences",4,"Male",1,2,"Healthcare Representative",3,"Divorced",5660,2,"Yes",13,3,4,1,2,3,3,1,2
31,"No","Travel_Rarely","Research & Development",5,4,"Technical Degree",3,"Male",3,1,"Research Scientist",4,"Married",4821,0,"Yes",12,3,3,1,4,3,2,0,3
31,"No","Travel_Rarely","Human Resources",2,3,"Human Resources",1,"Male",2,2,"Human Resources",1,"Married",6410,3,"No",12,3,4,0,1,3,2,1,0
45,"No","Travel_Frequently","Research & Development",7,3,"Life Sciences",1,"Male",3,3,"Laboratory Technician",1,"Divorced",5210,1,"No",18,3,1,1,2,3,9,9,11
31,"No","Travel_Rarely","Research & Development",2,4,"Life Sciences",3,"Male",3,1,"Research Scientist",4,"Divorced",2695,0,"Yes",18,3,2,1,2,1,2,2,2
33,"No","Travel_Frequently","Research & Development",5,4,"Life Sciences",4,"Female",3,3,"Manager",2,"Married",11878,6,"No",11,3,2,2,2,3,6,8,8
39,"No","Travel_Rarely","Research & Development",10,1,"Medical",3,"Male",3,4,"Manager",1,"Married",17068,1,"Yes",14,3,4,0,3,3,9,11,10
43,"No","Travel_Frequently","Research & Development",10,4,"Life Sciences",3,"Female",3,1,"Laboratory Technician",4,"Single",2455,0,"No",19,3,1,0,5,3,7,1,7
49,"No","Travel_Rarely","Research & Development",1,2,"Technical Degree",3,"Female",2,4,"Healthcare Representative",3,"Single",13964,7,"Yes",12,3,4,0,2,3,1,0,7
52,"Yes","Travel_Rarely","Research & Development",8,4,"Medical",3,"Male",2,2,"Research Scientist",2,"Married",4941,2,"No",15,3,1,0,3,2,2,7,7
27,"No","Travel_Rarely","Research & Development",5,3,"Life Sciences",3,"Female",3,1,"Research Scientist",2,"Single",2478,1,"Yes",12,3,2,0,2,2,3,1,2
32,"No","Travel_Rarely","Sales",8,2,"Technical Degree",3,"Female",2,2,"Sales Executive",2,"Married",5228,1,"Yes",11,3,4,0,2,3,12,11,9
27,"No","Travel_Rarely","Sales",2,3,"Life Sciences",4,"Male",3,2,"Sales Executive",3,"Single",4478,1,"Yes",11,3,1,0,3,3,4,0,4
31,"No","Travel_Rarely","Sales",7,3,"Marketing",4,"Male",3,2,"Sales Executive",4,"Divorced",7547,4,"No",12,3,4,3,3,3,7,1,7
32,"No","Travel_Rarely","Research & Development",2,4,"Medical",1,"Female",4,2,"Research Scientist",4,"Single",5055,7,"No",16,3,3,0,0,2,7,0,7
28,"Yes","Travel_Rarely","Research & Development",2,4,"Medical",1,"Male",1,1,"Research Scientist",4,"Married",3464,5,"Yes",13,3,4,0,4,2,2,2,2
30,"No","Travel_Rarely","Research & Development",28,2,"Medical",4,"Female",3,2,"Research Scientist",4,"Married",5775,1,"No",13,3,4,2,2,3,8,1,9
31,"No","Travel_Frequently","Research & Development",7,2,"Life Sciences",3,"Female",2,3,"Manufacturing Director",3,"Married",8943,1,"No",24,4,1,1,2,3,9,8,9
39,"No","Travel_Frequently","Research & Development",7,2,"Medical",3,"Male",2,5,"Manager",4,"Married",19272,1,"No",15,3,1,1,2,3,9,13,3
39,"Yes","Travel_Rarely","Sales",3,2,"Medical",4,"Female",3,2,"Sales Executive",3,"Married",5238,4,"Yes",18,3,1,0,3,2,0,0,0
33,"No","Travel_Frequently","Sales",10,3,"Marketing",2,"Male",2,2,"Sales Executive",4,"Single",4682,3,"No",14,3,3,0,6,2,7,0,1
47,"No","Travel_Rarely","Research & Development",5,5,"Life Sciences",4,"Male",3,5,"Research Director",3,"Married",18300,4,"No",11,3,2,1,2,3,2,1,1
43,"No","Travel_Frequently","Research & Development",10,4,"Life Sciences",3,"Female",2,2,"Laboratory Technician",3,"Divorced",5257,1,"No",11,3,2,1,3,4,7,0,0
27,"No","Non-Travel","Sales",1,1,"Marketing",3,"Male",3,2,"Sales Executive",2,"Married",6349,0,"Yes",13,3,4,1,0,3,4,1,4
54,"No","Travel_Frequently","Research & Development",20,4,"Life Sciences",4,"Female",3,2,"Research Scientist",3,"Single",4869,3,"No",12,3,4,0,4,2,3,0,3
43,"No","Travel_Rarely","Research & Development",7,3,"Life Sciences",3,"Female",3,3,"Healthcare Representative",1,"Married",9985,8,"No",16,3,1,1,1,2,0,0,0
45,"No","Travel_Rarely","Research & Development",8,4,"Other",4,"Male",3,2,"Research Scientist",4,"Married",3697,9,"No",14,3,1,2,3,3,9,9,8
40,"No","Travel_Rarely","Sales",1,2,"Medical",2,"Male",1,2,"Sales Executive",4,"Married",7457,2,"Yes",22,4,3,3,2,2,3,0,2
29,"Yes","Travel_Rarely","Research & Development",8,4,"Other",2,"Male",1,1,"Laboratory Technician",1,"Married",2119,1,"Yes",11,3,4,0,4,2,7,0,7
29,"No","Travel_Rarely","Research & Development",9,5,"Other",2,"Male",2,1,"Laboratory Technician",4,"Single",3983,0,"No",17,3,3,0,2,3,2,2,2
30,"No","Travel_Rarely","Sales",5,3,"Marketing",4,"Female",2,2,"Sales Executive",3,"Divorced",6118,1,"No",13,3,3,3,2,3,9,1,2
27,"No","Travel_Rarely","Sales",8,4,"Marketing",2,"Female",3,2,"Sales Executive",2,"Married",6214,1,"No",18,3,1,1,3,3,7,0,7
37,"No","Travel_Rarely","Research & Development",5,2,"Medical",4,"Male",3,2,"Manufacturing Director",4,"Divorced",6347,7,"No",16,3,3,2,2,2,2,0,4
38,"No","Travel_Rarely","Research & Development",15,2,"Life Sciences",3,"Male",2,3,"Research Director",4,"Divorced",11510,0,"Yes",14,3,2,1,3,3,10,2,9
31,"No","Travel_Rarely","Research & Development",7,4,"Medical",3,"Female",3,3,"Manufacturing Director",4,"Single",7143,1,"Yes",14,3,3,0,2,2,9,4,10
29,"No","Travel_Rarely","Sales",10,1,"Marketing",4,"Female",2,2,"Sales Executive",2,"Divorced",8268,1,"Yes",14,3,1,2,2,3,7,1,7
35,"No","Travel_Rarely","Research & Development",5,4,"Technical Degree",3,"Male",3,3,"Manufacturing Director",2,"Single",8095,0,"No",13,3,4,0,5,3,6,0,13
23,"No","Travel_Rarely","Research & Development",26,1,"Life Sciences",3,"Male",3,1,"Research Scientist",4,"Divorced",2904,1,"No",12,3,3,2,2,2,2,0,2
41,"No","Travel_Rarely","Research & Development",6,3,"Medical",4,"Male",2,2,"Manufacturing Director",2,"Single",6032,6,"Yes",15,3,4,0,3,3,4,1,2
47,"No","Travel_Frequently","Sales",4,1,"Medical",2,"Male",3,2,"Sales Representative",3,"Single",2976,3,"No",19,3,1,0,3,3,0,0,0
42,"No","Travel_Rarely","Research & Development",23,5,"Life Sciences",1,"Female",3,4,"Research Director",4,"Single",15992,2,"No",14,3,2,0,2,3,0,0,0
29,"No","Non-Travel","Sales",2,3,"Life Sciences",4,"Male",3,2,"Sales Executive",3,"Married",4649,1,"No",14,3,1,1,3,2,3,0,2
42,"No","Travel_Rarely","Human Resources",2,1,"Technical Degree",3,"Male",3,1,"Human Resources",3,"Divorced",2696,0,"Yes",11,3,3,1,5,3,2,1,0
32,"No","Travel_Rarely","Research & Development",2,3,"Medical",3,"Female",3,1,"Laboratory Technician",2,"Married",2370,1,"No",13,3,3,1,4,3,0,0,7
48,"No","Travel_Rarely","Sales",29,1,"Medical",1,"Female",3,3,"Manager",3,"Married",12504,3,"No",21,4,2,1,3,1,0,0,0
37,"No","Travel_Rarely","Research & Development",6,3,"Medical",3,"Male",4,2,"Research Scientist",1,"Divorced",5974,4,"Yes",13,3,1,2,2,3,7,6,7
30,"No","Non-Travel","Sales",25,2,"Technical Degree",4,"Female",3,2,"Sales Executive",3,"Married",4736,7,"Yes",12,3,2,1,2,4,2,2,2
26,"No","Travel_Rarely","Sales",1,3,"Life Sciences",3,"Male",3,2,"Sales Executive",3,"Married",5296,1,"No",17,3,2,1,3,3,7,7,7
42,"No","Travel_Rarely","Research & Development",2,4,"Other",1,"Male",2,2,"Healthcare Representative",4,"Single",6781,3,"No",23,4,2,0,6,3,0,0,0
21,"Yes","Travel_Frequently","Sales",1,1,"Technical Degree",1,"Female",2,1,"Sales Representative",2,"Single",2174,1,"Yes",11,3,3,0,3,3,2,1,2
36,"No","Non-Travel","Sales",1,5,"Medical",4,"Female",3,2,"Sales Executive",4,"Single",6653,4,"No",15,3,2,0,6,3,0,0,0
36,"No","Travel_Frequently","Sales",3,4,"Medical",1,"Male",2,3,"Sales Executive",4,"Married",9699,4,"No",11,3,1,1,2,3,9,1,12
57,"No","Travel_Rarely","Research & Development",1,4,"Medical",4,"Male",3,2,"Healthcare Representative",3,"Married",6755,2,"No",11,3,3,0,2,3,2,1,2
40,"No","Travel_Rarely","Research & Development",10,4,"Life Sciences",4,"Female",4,1,"Laboratory Technician",3,"Married",2213,3,"Yes",13,3,3,1,3,3,7,1,7
21,"No","Non-Travel","Sales",9,2,"Medical",1,"Male",3,1,"Sales Representative",4,"Single",2610,1,"No",24,4,3,0,3,2,2,2,2
33,"Yes","Travel_Rarely","Sales",5,3,"Marketing",4,"Female",3,1,"Sales Representative",3,"Single",2851,1,"Yes",13,3,2,0,2,3,0,0,0
37,"No","Travel_Rarely","Research & Development",10,3,"Medical",3,"Female",3,1,"Laboratory Technician",1,"Married",3452,6,"No",20,4,2,1,3,3,4,0,3
46,"No","Non-Travel","Research & Development",7,4,"Medical",3,"Female",3,2,"Manufacturing Director",3,"Married",5258,2,"No",14,3,3,0,2,4,0,0,0
41,"Yes","Travel_Frequently","Sales",4,3,"Marketing",1,"Male",3,2,"Sales Executive",2,"Single",9355,1,"No",18,3,3,0,5,3,7,7,7
50,"No","Travel_Rarely","Research & Development",10,3,"Technical Degree",4,"Male",2,3,"Healthcare Representative",4,"Single",10496,6,"No",15,3,4,0,2,3,3,1,3
40,"Yes","Travel_Rarely","Sales",22,2,"Marketing",3,"Male",2,2,"Sales Executive",3,"Married",6380,2,"Yes",12,3,1,2,6,3,4,1,0
31,"No","Travel_Rarely","Research & Development",9,4,"Life Sciences",3,"Male",2,1,"Research Scientist",2,"Single",2657,0,"Yes",16,3,4,0,5,3,2,2,2
21,"Yes","Travel_Rarely","Sales",12,3,"Life Sciences",3,"Female",4,1,"Sales Representative",2,"Single",2716,1,"No",15,3,4,0,0,3,0,0,0
29,"No","Travel_Rarely","Research & Development",23,3,"Life Sciences",4,"Male",3,1,"Research Scientist",4,"Single",2201,9,"No",16,3,4,0,4,3,2,1,2
35,"No","Travel_Rarely","Research & Development",9,4,"Life Sciences",3,"Male",2,2,"Healthcare Representative",2,"Single",6540,9,"No",19,3,3,0,5,3,1,0,0
27,"No","Travel_Rarely","Research & Development",1,2,"Medical",4,"Male",3,1,"Laboratory Technician",2,"Divorced",3816,1,"No",11,3,2,1,2,3,2,0,4
28,"No","Travel_Rarely","Sales",9,4,"Life Sciences",2,"Male",3,2,"Sales Executive",4,"Single",5253,1,"No",16,3,4,0,1,3,5,0,7
49,"No","Travel_Rarely","Research & Development",7,3,"Other",2,"Male",2,3,"Healthcare Representative",3,"Single",10965,8,"No",24,4,3,0,2,3,2,0,0
51,"No","Travel_Rarely","Sales",14,2,"Life Sciences",3,"Female",3,2,"Sales Executive",4,"Married",4936,4,"No",11,3,3,1,2,2,7,0,7
36,"No","Travel_Rarely","Research & Development",2,3,"Life Sciences",4,"Female",3,1,"Research Scientist",3,"Married",2543,4,"No",13,3,2,1,3,3,2,2,2
34,"Yes","Non-Travel","Sales",19,3,"Marketing",1,"Male",4,2,"Sales Executive",4,"Single",5304,8,"Yes",13,3,2,0,3,2,2,0,4
55,"No","Travel_Rarely","Research & Development",2,3,"Life Sciences",3,"Female",3,4,"Manager",4,"Single",16659,2,"Yes",13,3,3,0,2,3,4,1,2
24,"No","Travel_Rarely","Sales",10,4,"Marketing",4,"Female",3,2,"Sales Executive",3,"Divorced",4260,1,"Yes",12,3,4,1,2,4,2,0,3
30,"No","Travel_Rarely","Sales",2,1,"Technical Degree",3,"Male",3,1,"Sales Representative",2,"Married",2476,1,"No",18,3,1,1,3,3,0,0,0
26,"Yes","Travel_Frequently","Research & Development",3,1,"Technical Degree",3,"Male",3,1,"Research Scientist",1,"Single",3102,0,"No",22,4,3,0,2,3,4,0,4
22,"No","Travel_Rarely","Research & Development",11,3,"Medical",1,"Female",3,1,"Research Scientist",2,"Married",2244,1,"No",13,3,4,1,1,3,1,1,2
36,"No","Travel_Rarely","Sales",2,2,"Medical",2,"Male",2,3,"Sales Executive",3,"Married",7596,1,"No",13,3,2,2,2,3,9,9,0
30,"Yes","Travel_Frequently","Research & Development",4,3,"Technical Degree",3,"Male",3,1,"Research Scientist",4,"Single",2285,9,"Yes",23,4,3,0,4,3,0,0,0
37,"No","Travel_Rarely","Research & Development",14,3,"Life Sciences",4,"Female",3,1,"Laboratory Technician",1,"Divorced",3034,1,"No",12,3,3,1,2,2,7,12,17
40,"No","Travel_Rarely","Sales",2,2,"Marketing",4,"Female",3,2,"Sales Executive",2,"Divorced",5715,7,"No",12,3,3,2,5,3,4,1,3
42,"No","Travel_Rarely","Research & Development",1,4,"Life Sciences",2,"Female",3,1,"Laboratory Technician",1,"Divorced",2576,3,"No",16,3,2,1,5,3,2,1,2
37,"No","Travel_Rarely","Research & Development",10,4,"Life Sciences",3,"Male",3,2,"Manufacturing Director",2,"Single",4197,2,"Yes",12,3,4,0,2,2,0,0,1
43,"No","Travel_Rarely","Research & Development",12,3,"Life Sciences",1,"Male",2,4,"Research Director",2,"Divorced",14336,1,"No",11,3,3,1,3,3,10,3,9
40,"No","Travel_Rarely","Research & Development",2,3,"Medical",2,"Female",2,2,"Laboratory Technician",3,"Married",3448,6,"No",22,4,2,1,3,3,0,0,0
54,"No","Travel_Rarely","Research & Development",5,2,"Medical",1,"Male",3,5,"Research Director",1,"Married",19406,4,"No",11,3,3,1,4,2,2,1,2
34,"No","Non-Travel","Sales",4,4,"Marketing",3,"Female",3,2,"Sales Executive",3,"Married",6538,9,"No",15,3,1,1,3,3,2,1,2
31,"No","Travel_Rarely","Research & Development",7,2,"Medical",2,"Female",3,2,"Manufacturing Director",1,"Married",4306,1,"No",12,3,2,1,5,1,10,3,12
43,"No","Travel_Frequently","Research & Development",21,3,"Medical",4,"Male",3,1,"Laboratory Technician",4,"Married",2258,7,"No",20,4,1,1,1,3,2,1,2
43,"No","Travel_Rarely","Research & Development",8,4,"Other",3,"Female",3,2,"Healthcare Representative",3,"Divorced",4522,4,"Yes",14,3,4,0,3,3,2,0,2
25,"No","Travel_Rarely","Sales",4,2,"Life Sciences",2,"Female",2,2,"Sales Executive",4,"Single",4487,1,"Yes",11,3,2,0,3,3,4,1,3
37,"No","Non-Travel","Research & Development",25,5,"Medical",2,"Female",3,2,"Research Scientist",3,"Married",4449,3,"Yes",15,3,1,2,2,3,11,10,7
31,"No","Travel_Rarely","Research & Development",1,2,"Life Sciences",4,"Male",2,1,"Laboratory Technician",1,"Married",2218,1,"No",12,3,3,1,3,3,2,3,2
39,"No","Travel_Frequently","Research & Development",1,1,"Life Sciences",2,"Male",3,5,"Manager",3,"Divorced",19197,1,"Yes",14,3,3,1,3,3,8,1,6
56,"No","Travel_Frequently","Sales",6,3,"Life Sciences",3,"Female",4,4,"Sales Executive",1,"Married",13212,9,"No",11,3,4,3,0,2,7,7,7
30,"No","Travel_Rarely","Sales",12,3,"Technical Degree",2,"Female",3,2,"Sales Executive",3,"Single",6577,0,"No",11,3,2,0,6,3,4,4,4
41,"No","Travel_Rarely","Sales",1,3,"Marketing",2,"Male",4,3,"Sales Executive",1,"Married",8392,1,"No",16,3,3,1,2,3,7,0,7
28,"No","Travel_Rarely","Research & Development",17,2,"Medical",3,"Male",3,2,"Laboratory Technician",1,"Divorced",4558,1,"No",12,3,4,1,2,3,0,1,8
25,"Yes","Travel_Rarely","Research & Development",3,3,"Medical",1,"Male",3,1,"Laboratory Technician",1,"Married",4031,5,"No",13,3,3,1,5,3,2,0,2
52,"No","Travel_Rarely","Research & Development",3,3,"Medical",4,"Male",2,3,"Manufacturing Director",3,"Married",7969,2,"Yes",14,3,3,0,4,3,4,0,4
45,"No","Travel_Rarely","Research & Development",10,2,"Life Sciences",1,"Male",3,1,"Research Scientist",4,"Married",2654,3,"No",21,4,4,2,3,2,2,0,2
52,"No","Travel_Rarely","Research & Development",4,2,"Life Sciences",4,"Female",3,4,"Manager",4,"Married",16555,2,"No",13,3,4,0,2,1,2,1,4
42,"No","Travel_Frequently","Research & Development",29,2,"Life Sciences",1,"Female",3,2,"Research Scientist",3,"Divorced",4556,2,"No",11,3,2,1,3,3,4,0,2
30,"No","Travel_Rarely","Research & Development",2,3,"Life Sciences",3,"Female",1,2,"Manufacturing Director",4,"Single",6091,2,"No",20,4,3,0,2,3,4,0,2
60,"No","Travel_Rarely","Research & Development",7,3,"Life Sciences",1,"Female",3,5,"Manager",1,"Married",19566,5,"No",11,3,4,0,5,1,8,11,10
46,"No","Travel_Rarely","Research & Development",18,3,"Medical",3,"Female",3,2,"Manufacturing Director",3,"Divorced",4810,2,"No",14,3,3,1,5,2,7,0,8
42,"No","Travel_Frequently","Research & Development",28,4,"Technical Degree",4,"Female",2,2,"Healthcare Representative",4,"Married",4523,0,"No",11,3,4,3,4,4,5,0,4
24,"Yes","Travel_Rarely","Sales",1,1,"Technical Degree",1,"Female",3,1,"Sales Representative",2,"Single",3202,1,"Yes",16,3,2,0,4,3,3,1,4
34,"Yes","Travel_Frequently","Sales",6,2,"Marketing",4,"Female",1,1,"Sales Representative",3,"Divorced",2351,0,"No",16,3,4,1,3,2,2,1,0
38,"No","Travel_Frequently","Research & Development",2,2,"Life Sciences",4,"Male",3,1,"Laboratory Technician",4,"Married",1702,1,"Yes",23,4,3,1,3,3,0,0,0
40,"No","Travel_Rarely","Sales",2,4,"Life Sciences",3,"Female",3,5,"Manager",3,"Married",18041,0,"No",14,3,4,0,2,3,15,1,12
26,"No","Travel_Rarely","Research & Development",23,3,"Life Sciences",1,"Female",3,1,"Research Scientist",4,"Divorced",2886,1,"No",22,4,2,2,3,1,2,0,2
30,"No","Non-Travel","Research & Development",3,3,"Life Sciences",3,"Male",3,1,"Laboratory Technician",4,"Married",2097,4,"No",15,3,3,1,3,1,3,1,4
29,"No","Travel_Rarely","Research & Development",3,4,"Medical",2,"Male",2,3,"Research Director",3,"Married",11935,1,"No",18,3,3,0,2,3,2,0,7
29,"Yes","Travel_Rarely","Research & Development",25,5,"Technical Degree",3,"Female",2,1,"Research Scientist",2,"Married",2546,5,"No",16,3,2,0,2,4,2,1,1
19,"Yes","Travel_Rarely","Human Resources",2,2,"Technical Degree",1,"Male",2,1,"Human Resources",4,"Single",2564,1,"No",12,3,3,0,3,4,0,0,0
30,"No","Non-Travel","Sales",22,4,"Other",3,"Female",3,3,"Sales Executive",1,"Married",8412,0,"No",11,3,3,0,3,3,8,7,8
57,"No","Travel_Rarely","Sales",29,3,"Marketing",1,"Male",2,4,"Manager",4,"Divorced",14118,3,"No",12,3,3,1,3,2,0,0,0
50,"No","Travel_Rarely","Research & Development",29,4,"Life Sciences",2,"Male",2,4,"Manager",3,"Married",17046,0,"No",15,3,2,1,2,3,10,15,7
30,"No","Non-Travel","Research & Development",2,3,"Medical",3,"Female",3,1,"Laboratory Technician",4,"Single",2564,0,"No",14,3,3,0,2,2,7,6,7
60,"No","Travel_Frequently","Sales",28,3,"Marketing",3,"Female",2,3,"Sales Executive",1,"Married",10266,4,"No",19,3,4,0,5,4,13,13,11
47,"No","Travel_Rarely","Research & Development",2,2,"Medical",1,"Female",3,2,"Manufacturing Director",4,"Divorced",5070,5,"No",13,3,3,3,2,3,0,0,4
46,"No","Travel_Rarely","Research & Development",2,3,"Life Sciences",1,"Male",3,4,"Research Director",3,"Married",17861,6,"No",13,3,3,0,2,1,2,0,1
35,"No","Travel_Rarely","Research & Development",22,3,"Life Sciences",4,"Male",1,1,"Laboratory Technician",3,"Single",4230,0,"No",15,3,3,0,2,3,4,4,3
54,"No","Travel_Rarely","Research & Development",8,4,"Life Sciences",3,"Female",3,2,"Laboratory Technician",3,"Single",3780,7,"No",11,3,3,0,3,3,0,0,0
34,"No","Travel_Rarely","Research & Development",2,4,"Life Sciences",4,"Male",2,1,"Research Scientist",3,"Divorced",2768,3,"No",12,3,3,1,3,3,3,5,7
46,"No","Travel_Rarely","Sales",10,3,"Marketing",3,"Female",2,3,"Sales Executive",4,"Married",9071,2,"Yes",19,3,3,1,3,3,2,1,2
31,"No","Travel_Rarely","Research & Development",9,1,"Life Sciences",3,"Male",3,3,"Manufacturing Director",2,"Divorced",10648,1,"No",25,4,4,1,6,4,8,0,8
33,"Yes","Travel_Rarely","Research & Development",15,1,"Medical",2,"Male",3,3,"Manager",3,"Married",13610,7,"Yes",12,3,4,0,2,4,6,7,7
33,"Yes","Travel_Rarely","Research & Development",10,1,"Medical",1,"Male",1,1,"Laboratory Technician",4,"Divorced",3408,7,"No",13,3,1,3,2,3,3,1,3
30,"No","Travel_Rarely","Sales",7,1,"Marketing",4,"Male",3,1,"Sales Representative",2,"Single",2983,0,"No",14,3,1,0,3,3,2,1,2
35,"No","Travel_Rarely","Research & Development",16,3,"Life Sciences",4,"Male",3,3,"Healthcare Representative",3,"Married",7632,4,"Yes",12,3,3,0,2,3,7,0,0
31,"Yes","Travel_Frequently","Research & Development",20,3,"Life Sciences",1,"Male",3,3,"Healthcare Representative",3,"Married",9824,3,"No",12,3,1,0,2,3,0,0,0
34,"Yes","Travel_Frequently","Human Resources",23,3,"Human Resources",2,"Female",3,3,"Human Resources",1,"Divorced",9950,9,"Yes",15,3,3,3,2,3,2,0,2
42,"No","Travel_Frequently","Research & Development",5,2,"Other",2,"Male",3,1,"Laboratory Technician",3,"Married",2093,4,"No",17,3,4,1,4,3,2,2,0
36,"No","Non-Travel","Sales",10,4,"Medical",2,"Male",3,3,"Sales Executive",4,"Single",9980,1,"No",14,3,4,0,3,2,3,9,7
22,"Yes","Travel_Frequently","Research & Development",4,1,"Technical Degree",3,"Male",2,1,"Laboratory Technician",3,"Single",3894,5,"No",16,3,3,0,3,3,2,1,2
48,"No","Travel_Rarely","Sales",2,5,"Marketing",2,"Female",3,2,"Sales Executive",4,"Married",4051,2,"No",14,3,1,1,2,3,7,6,7
55,"No","Travel_Rarely","Sales",18,5,"Life Sciences",1,"Female",3,4,"Manager",2,"Single",16835,3,"No",23,4,4,0,2,3,9,7,7
41,"No","Non-Travel","Sales",10,2,"Life Sciences",4,"Male",3,2,"Sales Executive",4,"Single",6230,7,"No",14,3,4,0,3,3,3,1,10
35,"No","Travel_Rarely","Sales",1,3,"Marketing",2,"Male",3,2,"Sales Executive",3,"Married",4717,9,"No",11,3,3,0,2,3,9,6,9
40,"No","Travel_Rarely","Research & Development",6,3,"Life Sciences",2,"Female",3,4,"Manufacturing Director",3,"Single",13237,7,"No",15,3,3,0,3,3,6,5,13
39,"No","Travel_Frequently","Research & Development",8,1,"Life Sciences",3,"Female",3,1,"Laboratory Technician",3,"Married",3755,1,"No",11,3,1,1,3,3,3,0,7
31,"No","Travel_Rarely","Sales",2,1,"Life Sciences",2,"Male",3,2,"Sales Executive",4,"Single",6582,4,"Yes",13,3,3,0,2,4,5,0,5
42,"No","Travel_Rarely","Research & Development",24,3,"Medical",4,"Male",3,3,"Manufacturing Director",1,"Married",7406,1,"Yes",21,4,4,1,5,2,9,5,8
45,"No","Travel_Rarely","Sales",2,3,"Other",4,"Male",3,2,"Sales Executive",2,"Married",4805,0,"No",19,3,2,1,3,4,7,3,7
26,"Yes","Travel_Frequently","Human Resources",17,4,"Life Sciences",2,"Female",3,1,"Human Resources",3,"Divorced",2741,0,"Yes",11,3,2,1,2,2,7,1,0
29,"No","Travel_Rarely","Research & Development",19,3,"Technical Degree",4,"Male",3,2,"Manufacturing Director",4,"Divorced",4262,4,"No",12,3,2,2,2,4,2,1,2
33,"No","Travel_Rarely","Research & Development",1,5,"Medical",1,"Female",4,4,"Research Director",3,"Divorced",16184,4,"No",19,3,3,1,2,3,1,0,5
31,"No","Travel_Rarely","Sales",7,3,"Life Sciences",3,"Male",2,3,"Manager",4,"Divorced",11557,9,"No",21,4,3,1,3,2,4,0,1
18,"Yes","Travel_Frequently","Sales",5,3,"Marketing",2,"Male",3,1,"Sales Representative",2,"Single",1878,1,"Yes",14,3,4,0,3,3,0,0,0
40,"No","Non-Travel","Sales",28,3,"Other",3,"Male",1,3,"Sales Executive",1,"Divorced",10932,3,"No",15,3,3,1,2,3,0,0,1
41,"No","Non-Travel","Research & Development",2,4,"Other",1,"Female",2,2,"Healthcare Representative",3,"Single",6811,2,"Yes",17,3,1,0,3,3,7,0,7
26,"No","Travel_Rarely","Sales",29,2,"Medical",1,"Male",3,2,"Sales Executive",3,"Divorced",4306,5,"No",12,3,1,2,5,3,0,0,0
35,"No","Travel_Rarely","Sales",1,3,"Medical",1,"Female",3,2,"Sales Executive",3,"Single",4859,1,"No",16,3,4,0,3,3,4,0,3
34,"No","Travel_Rarely","Sales",21,4,"Life Sciences",4,"Male",4,2,"Sales Executive",4,"Single",5337,1,"No",12,3,4,0,3,3,7,5,7
26,"Yes","Travel_Rarely","Research & Development",24,3,"Technical Degree",3,"Male",1,1,"Laboratory Technician",4,"Single",2340,1,"Yes",18,3,2,0,3,1,0,0,0
37,"No","Travel_Rarely","Research & Development",1,3,"Technical Degree",2,"Female",3,3,"Manufacturing Director",4,"Single",7491,4,"No",17,3,4,0,3,4,5,1,2
46,"No","Travel_Frequently","Research & Development",18,1,"Medical",1,"Female",3,3,"Healthcare Representative",3,"Married",10527,5,"No",11,3,4,0,3,2,2,1,2
41,"No","Travel_Rarely","Sales",2,5,"Life Sciences",2,"Female",3,4,"Manager",1,"Married",16595,7,"No",16,3,2,1,2,3,16,11,8
37,"No","Non-Travel","Sales",9,4,"Medical",1,"Male",3,3,"Sales Executive",2,"Divorced",8834,1,"No",13,3,4,1,6,3,5,7,7
52,"No","Travel_Rarely","Research & Development",6,2,"Technical Degree",4,"Male",3,2,"Research Scientist",1,"Divorced",5577,3,"Yes",12,3,2,2,3,3,9,6,9
32,"Yes","Non-Travel","Sales",11,4,"Other",4,"Male",4,2,"Sales Executive",3,"Married",4707,8,"No",12,3,4,0,2,3,2,1,2
24,"No","Travel_Frequently","Sales",24,3,"Medical",4,"Male",3,1,"Sales Representative",4,"Married",2400,0,"No",13,3,3,2,3,3,2,2,1
38,"No","Travel_Rarely","Research & Development",10,3,"Medical",3,"Female",3,2,"Healthcare Representative",3,"Married",9824,3,"No",19,3,3,1,4,3,0,0,0
37,"No","Travel_Rarely","Research & Development",1,4,"Life Sciences",2,"Female",3,2,"Manufacturing Director",2,"Married",6447,6,"No",12,3,2,1,2,2,5,4,3
49,"No","Travel_Rarely","Research & Development",18,4,"Life Sciences",4,"Male",2,5,"Research Director",3,"Divorced",19502,1,"Yes",17,3,3,1,5,3,9,0,9
24,"No","Travel_Rarely","Research & Development",23,3,"Medical",2,"Male",4,1,"Research Scientist",4,"Married",2725,1,"Yes",11,3,2,2,3,3,5,1,4
26,"No","Travel_Rarely","Sales",28,2,"Marketing",1,"Male",3,2,"Sales Executive",2,"Married",6272,1,"No",20,4,4,2,5,4,3,1,4
24,"No","Travel_Rarely","Research & Development",17,2,"Other",4,"Male",2,1,"Laboratory Technician",2,"Married",2127,1,"No",21,4,4,1,2,3,0,0,0
50,"No","Travel_Frequently","Human Resources",3,3,"Medical",1,"Male",3,5,"Manager",2,"Married",18200,1,"No",11,3,3,1,2,3,5,10,7
25,"No","Travel_Rarely","Sales",13,1,"Medical",2,"Male",3,1,"Sales Representative",3,"Married",2096,1,"No",11,3,3,0,1,3,4,0,6
24,"Yes","Travel_Frequently","Research & Development",7,3,"Life Sciences",1,"Female",3,1,"Laboratory Technician",3,"Married",2886,1,"Yes",16,3,4,1,4,3,3,1,2
30,"Yes","Travel_Frequently","Sales",12,4,"Life Sciences",2,"Male",2,1,"Sales Representative",1,"Married",2033,1,"No",18,3,3,1,2,4,0,0,0
34,"No","Travel_Rarely","Research & Development",1,2,"Life Sciences",2,"Male",2,1,"Research Scientist",4,"Married",3622,1,"Yes",13,3,4,1,3,3,5,1,3
31,"Yes","Travel_Rarely","Sales",13,4,"Medical",2,"Male",3,2,"Sales Executive",1,"Divorced",4233,2,"No",17,3,3,0,2,1,1,1,2
35,"No","Travel_Rarely","Research & Development",25,2,"Other",1,"Male",2,2,"Laboratory Technician",4,"Single",3681,4,"No",14,3,4,0,3,3,2,0,2
31,"No","Travel_Rarely","Sales",6,4,"Medical",1,"Male",4,2,"Sales Executive",4,"Divorced",5460,4,"No",22,4,4,2,4,4,7,5,7
27,"No","Travel_Rarely","Research & Development",6,4,"Medical",1,"Female",2,1,"Research Scientist",3,"Divorced",2187,0,"No",12,3,3,2,5,2,3,0,3
37,"No","Travel_Rarely","Sales",2,3,"Marketing",4,"Male",3,2,"Sales Executive",3,"Married",9602,4,"Yes",11,3,3,1,3,2,0,1,0
20,"No","Travel_Rarely","Research & Development",1,3,"Life Sciences",4,"Female",2,1,"Research Scientist",2,"Single",2836,1,"No",13,3,4,0,0,4,0,0,0
42,"No","Travel_Rarely","Research & Development",2,4,"Life Sciences",3,"Female",3,2,"Healthcare Representative",4,"Married",4089,1,"No",13,3,2,2,4,3,2,2,2
43,"No","Travel_Rarely","Research & Development",6,4,"Other",2,"Male",2,4,"Research Director",4,"Divorced",16627,4,"Yes",14,3,3,1,3,2,0,0,0
38,"No","Travel_Rarely","Research & Development",1,1,"Life Sciences",3,"Female",3,1,"Research Scientist",1,"Single",2619,3,"No",17,3,4,0,3,2,0,0,0
43,"No","Travel_Frequently","Research & Development",9,5,"Medical",4,"Male",3,2,"Laboratory Technician",3,"Divorced",5679,3,"Yes",13,3,2,1,3,3,7,4,7
48,"No","Travel_Rarely","Research & Development",1,4,"Life Sciences",4,"Female",2,4,"Manager",1,"Married",15402,7,"No",11,3,1,1,3,1,2,0,2
44,"No","Travel_Rarely","Human Resources",1,4,"Life Sciences",1,"Female",2,2,"Human Resources",3,"Single",5985,4,"No",11,3,2,0,1,4,2,0,2
34,"No","Travel_Rarely","Sales",14,3,"Technical Degree",3,"Female",3,1,"Sales Representative",3,"Divorced",2579,1,"Yes",18,3,4,2,3,3,2,0,6
27,"Yes","Travel_Rarely","Sales",2,1,"Marketing",3,"Male",3,1,"Sales Representative",1,"Divorced",3041,0,"No",11,3,2,1,3,3,3,0,2
21,"No","Travel_Rarely","Sales",22,1,"Technical Degree",3,"Male",3,1,"Sales Representative",3,"Single",3447,1,"No",11,3,3,0,2,3,2,1,2
44,"No","Travel_Rarely","Research & Development",3,4,"Other",4,"Male",3,5,"Manager",4,"Married",19513,4,"Yes",12,3,1,1,2,4,2,0,1
22,"No","Travel_Rarely","Research & Development",6,1,"Medical",1,"Male",3,1,"Research Scientist",3,"Married",2773,0,"No",20,4,4,0,3,3,2,2,2
33,"No","Travel_Rarely","Sales",8,4,"Marketing",3,"Male",3,2,"Sales Executive",3,"Divorced",7104,0,"No",12,3,4,0,3,3,0,1,2
32,"No","Travel_Rarely","Research & Development",9,4,"Life Sciences",1,"Female",3,2,"Research Scientist",4,"Married",6322,1,"Yes",12,3,4,1,2,2,4,0,5
30,"No","Travel_Frequently","Research & Development",3,3,"Medical",3,"Female",3,1,"Research Scientist",3,"Divorced",2083,1,"No",20,4,3,1,2,3,0,0,0
53,"No","Travel_Rarely","Sales",1,1,"Medical",4,"Female",3,2,"Sales Executive",1,"Single",8381,7,"No",20,4,4,0,2,4,7,8,10
34,"No","Travel_Rarely","Research & Development",1,5,"Life Sciences",2,"Male",3,1,"Research Scientist",4,"Married",2691,1,"No",12,3,4,1,4,2,9,8,8
45,"Yes","Travel_Frequently","Sales",26,4,"Life Sciences",1,"Female",3,2,"Sales Executive",1,"Married",4286,2,"No",14,3,4,2,4,3,1,0,0
26,"No","Travel_Rarely","Research & Development",6,3,"Life Sciences",3,"Female",3,1,"Laboratory Technician",4,"Married",2659,1,"Yes",13,3,3,1,2,3,2,0,2
37,"No","Travel_Rarely","Research & Development",3,3,"Other",3,"Male",3,3,"Manufacturing Director",3,"Married",9434,1,"No",15,3,3,1,2,3,7,7,8
29,"No","Travel_Rarely","Sales",3,2,"Medical",2,"Female",3,2,"Sales Executive",3,"Married",5561,1,"No",14,3,1,1,5,2,0,1,2
35,"No","Travel_Rarely","Research & Development",6,4,"Life Sciences",2,"Male",1,2,"Research Scientist",4,"Single",6646,1,"No",13,3,2,0,3,3,11,11,8
33,"No","Travel_Frequently","Research & Development",6,3,"Life Sciences",3,"Male",3,2,"Healthcare Representative",4,"Divorced",7725,3,"No",23,4,3,1,2,1,11,4,7
54,"No","Travel_Rarely","Human Resources",19,4,"Medical",3,"Male",3,3,"Human Resources",2,"Married",10725,2,"No",15,3,3,1,1,4,7,7,1
36,"No","Travel_Rarely","Research & Development",9,2,"Medical",2,"Male",2,2,"Manufacturing Director",2,"Divorced",8847,2,"Yes",11,3,3,1,2,3,2,0,2
27,"No","Travel_Rarely","Research & Development",3,4,"Medical",1,"Male",2,1,"Research Scientist",4,"Single",2045,0,"No",13,3,4,0,0,3,2,1,1
20,"Yes","Travel_Rarely","Research & Development",10,1,"Medical",4,"Male",3,1,"Research Scientist",3,"Single",1009,1,"Yes",11,3,4,0,5,3,0,1,1
33,"Yes","Travel_Frequently","Research & Development",3,3,"Life Sciences",1,"Male",3,1,"Research Scientist",1,"Single",3348,1,"Yes",11,3,1,0,3,3,8,9,7
35,"No","Non-Travel","Research & Development",3,3,"Life Sciences",3,"Male",2,1,"Laboratory Technician",3,"Married",1281,1,"No",18,3,3,2,3,3,0,0,0
23,"No","Travel_Rarely","Research & Development",4,3,"Medical",1,"Male",4,1,"Research Scientist",1,"Married",2819,2,"No",16,3,1,1,3,4,2,0,2
25,"No","Travel_Rarely","Sales",8,3,"Life Sciences",4,"Male",4,2,"Sales Executive",2,"Married",4851,0,"No",22,4,3,1,4,3,2,1,2
38,"No","Travel_Rarely","Sales",7,4,"Marketing",4,"Female",2,2,"Sales Executive",4,"Single",4028,0,"No",20,4,1,0,2,3,7,0,5
29,"No","Travel_Frequently","Research & Development",1,4,"Life Sciences",2,"Male",1,1,"Research Scientist",4,"Divorced",2720,1,"No",18,3,4,1,5,3,7,2,8
48,"No","Travel_Rarely","Sales",2,1,"Marketing",2,"Male",4,2,"Sales Executive",2,"Married",8120,3,"No",12,3,4,0,3,3,2,2,2
27,"No","Travel_Frequently","Sales",3,1,"Medical",4,"Female",4,2,"Sales Executive",4,"Divorced",4647,1,"Yes",20,4,2,2,3,3,5,0,4
37,"No","Travel_Rarely","Research & Development",10,2,"Life Sciences",4,"Male",4,1,"Research Scientist",4,"Single",4680,3,"No",17,3,1,0,2,3,0,0,0
50,"No","Travel_Rarely","Research & Development",28,1,"Medical",4,"Male",4,1,"Laboratory Technician",3,"Married",3221,1,"Yes",11,3,3,3,3,3,8,3,8
34,"No","Travel_Rarely","Research & Development",9,3,"Medical",4,"Female",2,3,"Healthcare Representative",2,"Single",8621,1,"No",14,3,2,0,3,4,7,7,7
24,"Yes","Travel_Rarely","Sales",3,2,"Life Sciences",1,"Female",3,2,"Sales Executive",3,"Single",4577,9,"No",14,3,1,0,3,3,2,2,0
39,"No","Travel_Rarely","Research & Development",2,4,"Technical Degree",4,"Female",2,2,"Healthcare Representative",3,"Single",4553,1,"No",11,3,1,0,4,3,7,11,10
32,"No","Travel_Rarely","Sales",10,3,"Marketing",4,"Male",3,2,"Sales Executive",4,"Single",5396,1,"No",12,3,4,0,2,2,7,0,8
50,"Yes","Travel_Frequently","Sales",8,2,"Technical Degree",2,"Male",3,2,"Sales Executive",3,"Married",6796,3,"Yes",14,3,1,1,4,3,3,1,3
38,"No","Travel_Rarely","Research & Development",1,4,"Life Sciences",2,"Female",4,2,"Healthcare Representative",4,"Single",7625,0,"No",13,3,3,0,4,2,7,1,8
27,"No","Travel_Rarely","Research & Development",1,2,"Life Sciences",3,"Female",3,3,"Manufacturing Director",1,"Married",7412,1,"No",11,3,4,0,3,3,7,0,7
32,"No","Travel_Rarely","Research & Development",3,2,"Life Sciences",3,"Female",3,3,"Research Director",4,"Single",11159,3,"No",15,3,4,0,6,3,7,7,7
47,"No","Travel_Rarely","Sales",14,4,"Marketing",4,"Male",3,2,"Sales Executive",1,"Single",4960,2,"No",12,3,4,0,2,3,7,1,7
40,"No","Travel_Frequently","Sales",5,4,"Life Sciences",4,"Male",2,3,"Sales Executive",1,"Married",10475,5,"Yes",21,4,3,1,2,3,13,1,12
53,"No","Travel_Rarely","Research & Development",7,3,"Life Sciences",3,"Male",4,4,"Research Director",3,"Married",14814,3,"No",19,3,3,0,3,3,1,1,3
41,"No","Travel_Rarely","Human Resources",10,4,"Human Resources",2,"Male",2,5,"Manager",4,"Divorced",19141,3,"No",15,3,2,3,2,2,6,12,6
60,"No","Travel_Rarely","Sales",16,4,"Marketing",1,"Male",3,2,"Sales Executive",1,"Single",5405,8,"No",14,3,4,0,1,3,2,2,2
27,"No","Travel_Frequently","Research & Development",10,2,"Life Sciences",4,"Male",3,3,"Manufacturing Director",1,"Divorced",8793,1,"No",21,4,3,2,4,2,7,1,7
41,"No","Travel_Rarely","Human Resources",1,3,"Human Resources",4,"Male",2,5,"Manager",3,"Married",19189,1,"No",12,3,2,1,3,3,7,2,10
50,"No","Travel_Rarely","Sales",8,4,"Marketing",4,"Male",3,1,"Sales Representative",2,"Married",3875,7,"No",15,3,4,1,2,3,2,2,2
28,"Yes","Travel_Rarely","Research & Development",1,2,"Life Sciences",1,"Female",1,1,"Research Scientist",2,"Single",2216,7,"Yes",13,3,4,0,4,3,7,3,7
36,"No","Non-Travel","Research & Development",8,3,"Life Sciences",1,"Female",4,3,"Research Director",1,"Married",11713,9,"No",14,3,1,1,2,3,7,0,5
38,"No","Travel_Rarely","Research & Development",1,3,"Life Sciences",3,"Female",3,3,"Manufacturing Director",3,"Single",7861,4,"Yes",14,3,4,0,4,4,0,0,0
44,"No","Non-Travel","Research & Development",24,3,"Medical",1,"Male",1,1,"Laboratory Technician",3,"Single",3708,2,"No",14,3,3,0,5,3,2,1,4
47,"No","Travel_Frequently","Sales",3,3,"Medical",4,"Female",3,4,"Sales Executive",3,"Divorced",13770,9,"Yes",12,3,4,2,2,2,2,11,13
30,"No","Travel_Rarely","Sales",27,5,"Marketing",3,"Male",3,2,"Sales Executive",4,"Divorced",5304,7,"No",23,4,4,1,2,2,7,7,7
29,"No","Travel_Rarely","Sales",10,3,"Life Sciences",3,"Male",3,1,"Sales Representative",3,"Single",2642,1,"No",11,3,3,0,6,3,0,0,0
42,"Yes","Travel_Frequently","Research & Development",19,3,"Medical",3,"Male",4,1,"Research Scientist",3,"Divorced",2759,6,"Yes",12,3,4,0,2,3,2,2,2
43,"No","Travel_Frequently","Sales",15,3,"Life Sciences",4,"Male",2,2,"Sales Executive",4,"Married",6804,3,"No",18,3,3,1,5,3,2,2,2
34,"No","Travel_Rarely","Research & Development",8,2,"Medical",2,"Female",3,2,"Healthcare Representative",3,"Single",6142,3,"No",11,3,4,0,2,3,1,4,3
23,"No","Travel_Rarely","Research & Development",9,1,"Medical",2,"Male",3,1,"Laboratory Technician",1,"Married",2500,1,"No",14,3,4,1,2,4,3,0,2
39,"No","Travel_Rarely","Human Resources",3,3,"Human Resources",3,"Female",4,2,"Human Resources",2,"Married",6389,9,"No",15,3,3,1,3,1,3,3,6
56,"No","Travel_Rarely","Research & Development",9,3,"Medical",3,"Male",3,4,"Healthcare Representative",4,"Married",11103,7,"No",11,3,3,0,1,2,7,1,1
40,"No","Travel_Rarely","Research & Development",2,1,"Medical",4,"Female",2,1,"Research Scientist",4,"Single",2342,0,"Yes",20,4,4,0,2,2,2,2,3
27,"No","Travel_Rarely","Research & Development",7,3,"Medical",4,"Female",2,2,"Healthcare Representative",1,"Single",6811,8,"No",19,3,1,0,2,1,6,0,7
29,"No","Travel_Rarely","Sales",10,3,"Marketing",4,"Male",3,1,"Sales Representative",2,"Divorced",2297,1,"No",14,3,4,2,2,3,2,2,2
53,"No","Travel_Rarely","Research & Development",6,3,"Life Sciences",4,"Male",3,2,"Laboratory Technician",4,"Single",2450,2,"No",17,3,4,0,4,3,2,2,2
35,"No","Non-Travel","Research & Development",2,4,"Life Sciences",4,"Female",3,2,"Healthcare Representative",1,"Divorced",5093,2,"No",11,3,1,1,2,4,0,0,0
32,"No","Travel_Frequently","Research & Development",24,4,"Life Sciences",1,"Male",3,2,"Laboratory Technician",4,"Married",5309,1,"No",15,3,4,2,2,3,8,4,7
38,"No","Travel_Rarely","Research & Development",2,5,"Medical",4,"Male",3,1,"Research Scientist",3,"Married",3057,6,"Yes",13,3,2,1,0,1,0,0,1
34,"No","Travel_Rarely","Research & Development",8,5,"Life Sciences",2,"Female",3,2,"Manufacturing Director",1,"Divorced",5121,3,"No",14,3,3,1,3,3,0,0,0
52,"No","Travel_Rarely","Sales",3,4,"Marketing",3,"Male",2,4,"Manager",1,"Married",16856,1,"No",11,3,1,0,3,4,6,1,16
33,"Yes","Travel_Rarely","Research & Development",1,4,"Other",4,"Male",3,1,"Research Scientist",4,"Single",2686,1,"Yes",13,3,3,0,2,2,9,7,8
25,"No","Travel_Rarely","Sales",26,1,"Medical",3,"Female",3,2,"Sales Executive",4,"Single",6180,1,"No",23,4,2,0,5,2,5,1,4
45,"No","Travel_Rarely","Sales",2,2,"Technical Degree",2,"Male",1,2,"Sales Representative",3,"Single",6632,0,"No",13,3,1,0,3,3,7,3,1
23,"No","Travel_Rarely","Research & Development",10,1,"Medical",1,"Male",4,1,"Research Scientist",3,"Single",3505,1,"No",18,3,4,0,3,3,2,0,2
47,"Yes","Travel_Frequently","Sales",27,2,"Life Sciences",2,"Female",4,2,"Sales Executive",3,"Single",6397,4,"Yes",12,3,4,0,2,3,4,1,3
34,"No","Travel_Rarely","Sales",2,3,"Other",4,"Male",3,2,"Sales Executive",4,"Single",6274,1,"No",22,4,3,0,5,3,5,1,4
55,"Yes","Travel_Rarely","Research & Development",2,3,"Medical",4,"Male",3,5,"Manager",1,"Married",19859,5,"Yes",13,3,4,1,2,3,2,1,4
36,"No","Non-Travel","Sales",8,4,"Life Sciences",1,"Male",2,3,"Sales Executive",1,"Single",7587,1,"No",15,3,2,0,1,3,7,0,9
52,"No","Non-Travel","Research & Development",19,4,"Medical",4,"Male",3,1,"Research Scientist",4,"Married",4258,0,"No",18,3,1,1,3,3,3,1,2
26,"No","Travel_Frequently","Research & Development",1,2,"Life Sciences",1,"Female",1,1,"Laboratory Technician",4,"Divorced",4364,3,"No",14,3,1,1,2,3,2,2,0
29,"No","Travel_Rarely","Research & Development",27,3,"Medical",2,"Female",3,2,"Healthcare Representative",3,"Married",4335,4,"No",12,3,1,1,3,2,7,1,1
26,"Yes","Travel_Rarely","Sales",8,3,"Technical Degree",4,"Male",2,2,"Sales Executive",1,"Single",5326,6,"No",17,3,3,0,2,2,3,1,2
34,"No","Travel_Rarely","Research & Development",1,4,"Life Sciences",2,"Female",4,1,"Research Scientist",4,"Single",3280,2,"No",16,3,3,0,2,3,2,1,3
54,"No","Travel_Rarely","Research & Development",19,4,"Medical",4,"Female",3,2,"Manufacturing Director",1,"Divorced",5485,9,"Yes",11,3,2,2,4,3,3,1,4
27,"No","Travel_Frequently","Sales",8,1,"Marketing",3,"Male",3,2,"Sales Executive",4,"Married",4342,0,"No",19,3,2,1,3,3,2,1,1
37,"No","Travel_Rarely","Research & Development",10,1,"Life Sciences",4,"Female",3,1,"Research Scientist",1,"Divorced",2782,0,"Yes",13,3,2,2,3,2,3,4,3
38,"No","Travel_Frequently","Research & Development",2,4,"Life Sciences",1,"Female",4,2,"Manufacturing Director",1,"Single",5980,6,"Yes",12,3,4,0,2,3,7,4,12
34,"No","Travel_Rarely","Research & Development",2,4,"Medical",3,"Female",2,1,"Research Scientist",1,"Single",4381,1,"No",11,3,3,0,3,3,5,1,3
35,"No","Travel_Rarely","Sales",8,4,"Life Sciences",1,"Female",3,1,"Sales Representative",4,"Married",2572,1,"No",16,3,2,1,1,2,2,0,2
30,"No","Travel_Rarely","Research & Development",1,3,"Life Sciences",4,"Male",1,1,"Laboratory Technician",3,"Married",3833,3,"No",21,4,3,2,2,3,2,0,2
40,"No","Travel_Frequently","Research & Development",2,2,"Medical",3,"Female",4,2,"Healthcare Representative",2,"Married",4244,1,"No",24,4,4,1,2,3,7,3,7
34,"No","Travel_Rarely","Sales",8,2,"Life Sciences",3,"Female",3,2,"Sales Executive",1,"Married",6500,5,"No",17,3,2,1,1,3,2,1,2
42,"No","Travel_Frequently","Research & Development",8,3,"Life Sciences",2,"Male",3,5,"Manager",4,"Divorced",18430,1,"No",13,3,2,1,4,2,7,14,9
23,"Yes","Travel_Rarely","Research & Development",6,3,"Life Sciences",3,"Male",4,1,"Laboratory Technician",1,"Married",1601,1,"Yes",21,4,3,2,2,3,0,0,0
24,"No","Non-Travel","Research & Development",9,3,"Life Sciences",3,"Male",2,1,"Laboratory Technician",2,"Divorced",2694,1,"No",11,3,3,3,4,3,0,0,0
52,"No","Travel_Rarely","Research & Development",11,4,"Life Sciences",4,"Female",3,2,"Laboratory Technician",3,"Married",3149,8,"No",20,4,2,1,3,3,2,1,4
50,"No","Travel_Rarely","Research & Development",2,3,"Medical",3,"Male",3,4,"Research Director",3,"Married",17639,5,"No",16,3,4,0,3,3,3,0,3
29,"Yes","Travel_Rarely","Research & Development",1,2,"Life Sciences",2,"Female",2,1,"Laboratory Technician",1,"Married",2319,1,"Yes",11,3,4,1,1,3,0,0,0
33,"No","Travel_Rarely","Research & Development",7,3,"Medical",3,"Male",3,3,"Research Director",3,"Married",11691,0,"No",11,3,4,0,3,4,9,3,7
33,"Yes","Travel_Rarely","Sales",16,3,"Marketing",1,"Female",3,2,"Sales Executive",1,"Single",5324,5,"No",15,3,3,0,3,3,2,0,2
47,"No","Travel_Rarely","Research & Development",2,2,"Other",3,"Female",3,4,"Manager",4,"Married",16752,1,"Yes",11,3,3,1,3,2,14,3,0
36,"No","Travel_Rarely","Research & Development",1,3,"Other",3,"Female",3,2,"Manufacturing Director",2,"Married",5228,0,"No",15,3,1,1,2,3,7,0,5
29,"No","Travel_Rarely","Research & Development",23,2,"Life Sciences",3,"Male",4,1,"Research Scientist",3,"Married",2700,1,"No",24,4,3,1,3,3,7,0,7
58,"Yes","Travel_Rarely","Research & Development",2,4,"Life Sciences",4,"Male",3,5,"Research Director",2,"Single",19246,7,"Yes",12,3,4,0,2,3,15,13,8
35,"No","Travel_Rarely","Research & Development",1,4,"Life Sciences",4,"Female",4,1,"Research Scientist",3,"Single",2506,3,"No",13,3,3,0,0,3,2,2,2
42,"No","Travel_Rarely","Research & Development",1,2,"Life Sciences",4,"Female",2,2,"Manufacturing Director",4,"Married",6062,9,"Yes",13,3,4,1,4,3,3,0,2
28,"Yes","Travel_Rarely","Research & Development",2,4,"Medical",3,"Male",3,1,"Research Scientist",3,"Single",4382,6,"No",17,3,4,0,3,2,2,2,1
36,"No","Travel_Rarely","Human Resources",13,3,"Human Resources",3,"Male",3,1,"Human Resources",2,"Married",2143,4,"No",13,3,2,1,2,3,2,0,4
32,"No","Travel_Rarely","Research & Development",4,3,"Life Sciences",3,"Female",2,2,"Manufacturing Director",3,"Married",6162,1,"No",12,3,3,1,3,3,13,6,8
40,"No","Travel_Frequently","Research & Development",16,4,"Medical",1,"Male",2,2,"Laboratory Technician",3,"Single",5094,6,"No",14,3,4,0,6,3,0,0,0
30,"No","Travel_Rarely","Research & Development",2,3,"Medical",3,"Female",2,2,"Manufacturing Director",4,"Single",6877,5,"Yes",24,4,2,0,4,2,0,0,0
45,"No","Travel_Rarely","Research & Development",2,3,"Life Sciences",2,"Female",2,1,"Research Scientist",3,"Single",2274,1,"No",14,3,4,0,3,3,0,0,0
42,"No","Travel_Rarely","Research & Development",29,3,"Life Sciences",2,"Male",3,2,"Manufacturing Director",2,"Married",4434,1,"No",13,3,4,1,3,2,8,7,8
38,"No","Travel_Frequently","Research & Development",12,3,"Life Sciences",1,"Male",2,2,"Healthcare Representative",1,"Divorced",6288,2,"No",15,3,3,1,3,2,3,1,2
34,"No","Travel_Frequently","Research & Development",16,4,"Life Sciences",3,"Female",2,1,"Research Scientist",4,"Single",2553,1,"No",16,3,3,0,3,3,2,1,3
49,"Yes","Travel_Rarely","Sales",11,3,"Marketing",3,"Female",3,3,"Sales Executive",4,"Married",7654,1,"No",18,3,1,2,3,4,8,7,7
55,"Yes","Travel_Rarely","Sales",2,1,"Medical",3,"Male",3,2,"Sales Executive",4,"Single",5160,4,"No",16,3,3,0,3,2,7,7,3
43,"No","Travel_Rarely","Research & Development",14,2,"Life Sciences",2,"Male",3,4,"Research Director",1,"Married",17159,6,"No",24,4,3,1,3,3,1,1,0
27,"No","Travel_Rarely","Research & Development",5,1,"Technical Degree",3,"Male",2,3,"Research Director",4,"Divorced",12808,1,"Yes",16,3,2,1,3,3,8,0,8
35,"No","Travel_Rarely","Research & Development",7,3,"Other",3,"Male",3,3,"Manufacturing Director",3,"Single",10221,3,"No",21,4,2,0,3,4,5,1,6
28,"No","Travel_Rarely","Sales",2,4,"Marketing",2,"Female",3,2,"Sales Executive",2,"Married",4779,1,"Yes",20,4,1,0,2,3,7,7,5
34,"No","Travel_Rarely","Human Resources",3,2,"Human Resources",3,"Male",3,1,"Human Resources",4,"Married",3737,0,"No",19,3,3,1,1,1,2,0,2
26,"Yes","Travel_Frequently","Research & Development",5,2,"Medical",3,"Female",2,1,"Research Scientist",3,"Married",2366,1,"Yes",14,3,1,1,2,3,7,1,7
27,"No","Non-Travel","Research & Development",3,3,"Medical",4,"Male",3,1,"Research Scientist",4,"Married",1706,1,"No",11,3,3,3,6,2,0,0,0
51,"No","Travel_Rarely","Sales",26,4,"Marketing",1,"Female",3,4,"Manager",3,"Married",16307,2,"No",14,3,3,1,2,2,6,4,17
44,"No","Travel_Rarely","Research & Development",4,3,"Medical",4,"Male",3,2,"Healthcare Representative",2,"Single",5933,9,"No",12,3,4,0,2,2,2,2,3
25,"No","Travel_Rarely","Research & Development",2,1,"Medical",1,"Male",4,1,"Research Scientist",1,"Single",3424,7,"No",13,3,3,0,3,2,3,0,1
33,"No","Travel_Rarely","Sales",1,3,"Medical",1,"Male",4,2,"Sales Executive",1,"Divorced",4037,1,"No",22,4,1,1,5,3,8,0,8
35,"No","Travel_Rarely","Research & Development",27,1,"Medical",3,"Female",2,1,"Research Scientist",1,"Single",2559,1,"No",11,3,4,0,3,2,5,1,1
36,"No","Travel_Rarely","Sales",1,2,"Life Sciences",2,"Male",3,2,"Sales Executive",4,"Married",6201,1,"Yes",14,3,4,1,1,2,14,4,11
32,"No","Travel_Rarely","Sales",13,4,"Life Sciences",2,"Male",3,2,"Sales Executive",4,"Divorced",4403,2,"No",11,3,3,1,3,2,2,0,3
30,"No","Travel_Frequently","Research & Development",5,4,"Life Sciences",2,"Male",2,1,"Research Scientist",4,"Divorced",3761,9,"No",12,3,2,1,3,2,4,0,3
53,"No","Travel_Rarely","Sales",7,2,"Marketing",1,"Female",2,3,"Sales Executive",4,"Married",10934,7,"Yes",18,3,4,1,3,3,2,0,4
45,"No","Travel_Rarely","Sales",9,3,"Marketing",4,"Male",3,3,"Sales Executive",1,"Divorced",10761,4,"Yes",12,3,3,1,2,3,4,0,2
32,"No","Travel_Rarely","Research & Development",8,2,"Medical",3,"Female",4,2,"Research Scientist",3,"Married",5175,5,"No",12,3,3,1,3,2,3,1,3
52,"No","Travel_Frequently","Research & Development",25,4,"Medical",3,"Female",2,4,"Manufacturing Director",4,"Married",13826,3,"No",22,4,3,0,3,3,8,0,0
37,"No","Travel_Rarely","Sales",16,4,"Marketing",4,"Male",2,2,"Sales Executive",3,"Divorced",6334,4,"No",19,3,4,2,2,3,0,0,0
28,"No","Travel_Rarely","Human Resources",8,2,"Medical",2,"Male",2,1,"Human Resources",4,"Divorced",4936,1,"No",13,3,4,1,6,3,1,0,4
22,"No","Travel_Rarely","Research & Development",1,2,"Life Sciences",4,"Male",2,2,"Manufacturing Director",4,"Married",4775,6,"No",22,4,1,2,2,1,2,2,2
44,"No","Travel_Rarely","Research & Development",8,4,"Life Sciences",1,"Male",4,1,"Laboratory Technician",4,"Married",2818,2,"Yes",24,4,3,1,2,2,2,0,2
42,"No","Travel_Frequently","Research & Development",2,1,"Medical",2,"Male",3,1,"Research Scientist",4,"Single",2515,5,"Yes",14,3,4,0,2,3,1,2,2
36,"No","Travel_Rarely","Human Resources",8,3,"Life Sciences",1,"Male",2,1,"Human Resources",1,"Married",2342,0,"No",21,4,3,0,3,3,4,0,3
25,"No","Travel_Rarely","Sales",3,1,"Other",3,"Male",3,2,"Sales Executive",1,"Married",4194,1,"Yes",18,3,4,0,3,3,3,0,3
35,"No","Travel_Rarely","Research & Development",9,3,"Life Sciences",4,"Female",2,3,"Manufacturing Director",3,"Married",10685,1,"Yes",20,4,2,1,2,3,14,5,15
35,"Yes","Travel_Frequently","Research & Development",25,4,"Life Sciences",4,"Female",3,1,"Research Scientist",2,"Divorced",2022,1,"Yes",19,3,1,1,3,2,2,7,8
32,"No","Non-Travel","Research & Development",1,3,"Life Sciences",4,"Male",3,1,"Laboratory Technician",4,"Divorced",2314,0,"No",12,3,2,1,2,3,0,0,2
25,"No","Travel_Rarely","Sales",4,1,"Marketing",3,"Male",2,2,"Sales Executive",1,"Married",4256,1,"No",12,3,1,0,1,4,2,0,3
49,"No","Travel_Rarely","Research & Development",1,3,"Technical Degree",3,"Female",3,1,"Research Scientist",1,"Married",3580,2,"No",16,3,2,1,2,3,2,0,2
24,"No","Non-Travel","Research & Development",4,1,"Life Sciences",1,"Male",2,1,"Laboratory Technician",4,"Married",3162,0,"No",17,3,4,0,2,2,2,3,4
32,"No","Travel_Frequently","Sales",5,2,"Life Sciences",2,"Male",3,2,"Sales Executive",2,"Married",6524,1,"No",14,3,4,1,3,3,8,5,3
38,"No","Travel_Rarely","Sales",9,3,"Marketing",2,"Male",2,1,"Sales Representative",2,"Married",2899,0,"No",19,3,4,1,3,3,2,1,2
42,"No","Travel_Rarely","Research & Development",3,3,"Life Sciences",3,"Female",4,2,"Laboratory Technician",4,"Married",5231,2,"Yes",13,3,2,1,1,2,3,1,3
31,"No","Travel_Rarely","Research & Development",11,4,"Life Sciences",4,"Male",3,1,"Research Scientist",4,"Married",2356,3,"Yes",19,3,2,1,2,3,4,0,2
29,"Yes","Travel_Rarely","Sales",1,3,"Medical",2,"Female",2,1,"Sales Representative",3,"Divorced",2800,6,"Yes",19,3,3,3,3,3,2,0,2
53,"No","Travel_Rarely","Sales",8,3,"Marketing",1,"Male",3,4,"Sales Executive",4,"Married",11836,5,"No",14,3,3,1,3,3,0,2,2
35,"No","Travel_Rarely","Research & Development",25,3,"Technical Degree",4,"Male",2,3,"Manufacturing Director",2,"Married",10903,3,"No",16,3,1,0,2,3,10,4,8
37,"No","Travel_Frequently","Sales",21,2,"Medical",3,"Female",3,1,"Sales Representative",4,"Married",2973,5,"No",15,3,2,1,3,3,4,0,0
53,"No","Travel_Rarely","Research & Development",23,4,"Life Sciences",4,"Female",3,4,"Research Director",4,"Single",14275,6,"No",18,3,3,0,0,3,9,3,8
43,"No","Travel_Frequently","Research & Development",1,3,"Life Sciences",4,"Female",3,2,"Healthcare Representative",4,"Married",5562,4,"No",13,3,2,1,2,2,2,2,2
47,"No","Travel_Rarely","Sales",2,2,"Marketing",3,"Female",3,2,"Sales Executive",4,"Married",4537,0,"Yes",22,4,1,1,2,3,6,7,7
37,"No","Non-Travel","Sales",19,2,"Medical",1,"Male",3,3,"Sales Executive",2,"Single",7642,1,"Yes",13,3,4,0,2,3,0,0,9
50,"No","Non-Travel","Research & Development",2,4,"Life Sciences",1,"Male",3,4,"Manager",1,"Divorced",17924,1,"No",11,3,4,1,3,3,6,14,7
39,"No","Travel_Rarely","Human Resources",2,3,"Life Sciences",4,"Female",2,2,"Human Resources",4,"Married",5204,8,"No",11,3,3,2,2,3,4,0,4
33,"No","Travel_Rarely","Human Resources",3,2,"Human Resources",4,"Male",3,1,"Human Resources",2,"Divorced",2277,3,"Yes",11,3,3,1,4,4,3,0,3
32,"Yes","Travel_Rarely","Research & Development",25,4,"Life Sciences",1,"Male",3,1,"Laboratory Technician",4,"Single",2795,1,"Yes",24,4,3,0,2,1,0,0,1
29,"No","Travel_Rarely","Research & Development",7,1,"Medical",1,"Female",2,1,"Laboratory Technician",4,"Divorced",2532,6,"No",14,3,3,3,5,3,3,0,3
44,"No","Travel_Rarely","Research & Development",9,2,"Life Sciences",2,"Male",3,1,"Research Scientist",1,"Married",2559,1,"Yes",13,3,4,0,0,3,7,7,1
28,"No","Travel_Rarely","Sales",5,4,"Medical",1,"Male",3,2,"Sales Executive",4,"Single",4908,1,"No",14,3,2,0,3,3,2,0,2
58,"Yes","Travel_Frequently","Research & Development",2,1,"Life Sciences",4,"Male",2,1,"Laboratory Technician",4,"Divorced",2380,9,"Yes",14,3,4,1,3,2,0,0,0
43,"No","Travel_Rarely","Research & Development",8,3,"Life Sciences",1,"Female",3,2,"Manufacturing Director",2,"Divorced",4765,4,"No",21,4,3,1,2,4,0,0,0
20,"Yes","Travel_Rarely","Sales",2,3,"Medical",3,"Female",2,1,"Sales Representative",3,"Single",2044,1,"No",13,3,4,0,3,2,2,0,2
21,"Yes","Travel_Rarely","Research & Development",18,1,"Other",4,"Female",3,1,"Research Scientist",4,"Single",2693,1,"No",19,3,1,0,3,2,0,0,0
36,"No","Travel_Rarely","Research & Development",14,1,"Life Sciences",3,"Male",3,2,"Healthcare Representative",4,"Married",6586,0,"Yes",17,3,1,1,2,2,8,4,11
47,"No","Travel_Rarely","Sales",2,4,"Life Sciences",4,"Female",2,1,"Sales Representative",4,"Single",3294,1,"Yes",18,3,1,0,3,2,2,1,2
22,"Yes","Travel_Rarely","Research & Development",3,1,"Life Sciences",2,"Female",3,2,"Manufacturing Director",3,"Married",4171,0,"Yes",19,3,1,1,3,4,2,0,2
41,"Yes","Travel_Rarely","Research & Development",2,4,"Life Sciences",2,"Female",1,1,"Laboratory Technician",4,"Divorced",2778,4,"Yes",13,3,3,1,1,2,7,1,0
28,"No","Travel_Rarely","Research & Development",9,3,"Medical",3,"Female",3,1,"Research Scientist",3,"Divorced",2377,5,"No",18,3,2,1,2,3,2,2,2
39,"Yes","Travel_Rarely","Research & Development",6,3,"Medical",4,"Male",3,1,"Laboratory Technician",1,"Married",2404,7,"Yes",21,4,4,0,2,1,2,2,2
27,"No","Travel_Rarely","Research & Development",4,3,"Life Sciences",2,"Female",3,1,"Research Scientist",3,"Single",2318,1,"No",19,3,3,0,2,3,1,0,0
34,"No","Travel_Rarely","Research & Development",10,3,"Life Sciences",2,"Male",3,1,"Laboratory Technician",2,"Divorced",2008,1,"No",14,3,2,2,3,3,0,1,0
42,"No","Travel_Rarely","Sales",14,2,"Medical",3,"Female",2,2,"Sales Executive",3,"Single",6244,7,"No",17,3,1,0,6,3,4,0,3
33,"No","Travel_Rarely","Research & Development",1,4,"Other",3,"Male",2,1,"Research Scientist",1,"Single",2799,3,"Yes",11,3,2,0,1,3,2,0,2
58,"No","Travel_Rarely","Research & Development",5,3,"Technical Degree",3,"Female",2,3,"Healthcare Representative",2,"Divorced",10552,2,"Yes",13,3,4,1,3,3,0,0,4
31,"No","Travel_Rarely","Sales",7,4,"Life Sciences",2,"Male",2,1,"Sales Representative",3,"Married",2329,3,"No",15,3,2,0,2,4,7,5,2
35,"No","Travel_Rarely","Research & Development",21,1,"Life Sciences",4,"Female",3,2,"Healthcare Representative",4,"Married",4014,1,"Yes",25,4,4,1,2,1,6,0,7
49,"No","Travel_Rarely","Research & Development",8,2,"Other",1,"Female",3,3,"Laboratory Technician",2,"Married",7403,4,"No",11,3,3,1,3,2,9,1,7
48,"No","Travel_Rarely","Research & Development",20,4,"Medical",4,"Male",3,1,"Research Scientist",3,"Married",2259,4,"No",17,3,1,2,2,2,0,0,0
31,"No","Non-Travel","Sales",20,2,"Marketing",4,"Female",3,2,"Sales Executive",3,"Married",6932,1,"No",13,3,4,1,2,2,8,0,0
36,"No","Travel_Rarely","Research & Development",7,4,"Other",2,"Male",3,1,"Research Scientist",4,"Single",4678,2,"No",18,3,3,0,6,3,2,0,1
38,"No","Travel_Rarely","Research & Development",1,3,"Technical Degree",4,"Female",3,3,"Research Director",1,"Married",13582,1,"No",13,3,2,1,3,3,12,5,11
32,"No","Non-Travel","Research & Development",1,3,"Life Sciences",3,"Female",2,1,"Laboratory Technician",2,"Married",2332,6,"No",20,4,3,0,3,3,0,0,2
25,"Yes","Travel_Rarely","Sales",19,2,"Marketing",3,"Male",2,1,"Sales Representative",2,"Married",2413,1,"Yes",18,3,3,3,2,3,0,0,0
40,"No","Travel_Rarely","Sales",10,4,"Marketing",1,"Male",2,3,"Sales Executive",2,"Divorced",9705,2,"No",12,3,2,1,2,2,0,0,0
26,"No","Travel_Frequently","Sales",1,3,"Medical",3,"Male",2,2,"Sales Executive",1,"Single",4294,1,"No",12,3,2,0,2,3,7,0,7
41,"No","Travel_Rarely","Research & Development",6,3,"Medical",4,"Male",3,1,"Laboratory Technician",1,"Single",4721,2,"Yes",13,3,3,0,3,3,13,2,17
36,"No","Travel_Rarely","Research & Development",2,4,"Medical",3,"Male",3,1,"Laboratory Technician",3,"Single",2519,4,"No",21,4,3,0,6,3,8,3,9
19,"Yes","Travel_Rarely","Sales",21,3,"Other",4,"Male",2,1,"Sales Representative",2,"Single",2121,1,"Yes",13,3,2,0,3,4,0,0,0
20,"Yes","Travel_Rarely","Research & Development",4,3,"Technical Degree",1,"Male",3,1,"Laboratory Technician",1,"Single",2973,1,"No",19,3,2,0,2,3,0,0,0
31,"No","Travel_Rarely","Research & Development",12,3,"Medical",4,"Female",3,2,"Healthcare Representative",4,"Married",5855,0,"Yes",11,3,3,2,2,1,7,8,5
40,"No","Travel_Frequently","Research & Development",9,4,"Medical",4,"Male",3,1,"Research Scientist",2,"Divorced",3617,8,"Yes",14,3,4,1,2,3,1,0,0
32,"No","Travel_Rarely","Research & Development",3,4,"Medical",3,"Female",3,2,"Manufacturing Director",1,"Married",6725,1,"No",12,3,3,1,2,4,7,6,3
36,"Yes","Travel_Rarely","Sales",3,1,"Life Sciences",3,"Male",2,3,"Sales Executive",4,"Married",10325,1,"Yes",11,3,1,1,6,3,7,3,7
33,"No","Travel_Rarely","Research & Development",1,3,"Life Sciences",2,"Female",2,2,"Healthcare Representative",4,"Single",6949,0,"No",14,3,1,0,3,3,0,1,4
37,"Yes","Travel_Rarely","Sales",1,4,"Life Sciences",1,"Male",2,3,"Sales Executive",3,"Married",10609,5,"No",11,3,3,0,2,1,1,11,7
45,"No","Non-Travel","Research & Development",4,2,"Life Sciences",3,"Male",3,2,"Laboratory Technician",2,"Married",4447,1,"No",12,3,2,0,5,2,7,0,8
29,"No","Travel_Frequently","Sales",20,3,"Technical Degree",3,"Female",3,1,"Sales Representative",4,"Married",2157,1,"No",15,3,2,1,5,3,1,0,2
35,"No","Travel_Rarely","Sales",18,3,"Medical",3,"Female",3,2,"Sales Executive",3,"Married",4601,1,"No",16,3,2,0,3,3,2,1,0
52,"No","Travel_Rarely","Research & Development",1,2,"Life Sciences",4,"Male",3,4,"Manager",4,"Married",17099,2,"No",15,3,2,1,2,2,8,7,8
58,"Yes","Travel_Rarely","Research & Development",2,3,"Technical Degree",4,"Male",3,1,"Research Scientist",3,"Single",2479,4,"No",24,4,1,0,4,3,0,0,0
53,"No","Travel_Rarely","Sales",2,2,"Medical",3,"Male",3,4,"Manager",3,"Divorced",14852,6,"No",13,3,3,1,3,4,13,15,2
30,"No","Travel_Rarely","Sales",8,2,"Other",3,"Male",3,3,"Sales Executive",3,"Divorced",7264,5,"No",11,3,1,1,2,4,4,7,7
38,"No","Non-Travel","Sales",10,3,"Technical Degree",3,"Female",3,2,"Sales Executive",4,"Single",5666,1,"Yes",13,3,2,0,1,3,3,1,3
35,"No","Travel_Rarely","Sales",3,4,"Life Sciences",4,"Male",3,3,"Sales Executive",4,"Divorced",7823,6,"No",13,3,2,1,2,3,9,0,8
39,"No","Travel_Rarely","Sales",2,5,"Life Sciences",1,"Male",4,3,"Sales Executive",3,"Single",7880,0,"No",18,3,4,0,3,3,7,0,7
40,"Yes","Non-Travel","Sales",24,3,"Life Sciences",2,"Female",4,4,"Sales Executive",2,"Single",13194,4,"Yes",16,3,4,0,2,2,0,0,0
47,"No","Travel_Frequently","Research & Development",16,4,"Medical",3,"Male",4,2,"Manufacturing Director",3,"Divorced",5067,1,"Yes",19,3,3,0,3,4,10,2,7
36,"No","Non-Travel","Sales",8,4,"Technical Degree",1,"Male",3,2,"Sales Executive",4,"Divorced",5079,4,"No",13,3,4,2,3,3,7,0,7
31,"Yes","Non-Travel","Research & Development",9,2,"Medical",3,"Male",2,1,"Research Scientist",1,"Single",2321,0,"Yes",22,4,1,0,0,3,2,1,2
33,"No","Non-Travel","Sales",17,3,"Life Sciences",4,"Male",3,4,"Manager",3,"Single",17444,1,"No",11,3,4,0,2,3,8,6,0
29,"Yes","Travel_Rarely","Research & Development",10,3,"Life Sciences",4,"Female",2,1,"Research Scientist",1,"Single",2404,6,"Yes",20,4,3,0,5,3,0,0,0
33,"No","Travel_Rarely","Research & Development",13,1,"Life Sciences",2,"Female",3,1,"Research Scientist",4,"Single",3452,3,"No",18,3,1,0,4,3,2,0,2
45,"No","Travel_Rarely","Research & Development",1,4,"Medical",4,"Female",3,1,"Laboratory Technician",4,"Divorced",2270,3,"No",14,3,4,2,2,3,3,0,2
50,"No","Travel_Rarely","Research & Development",1,2,"Medical",4,"Male",3,4,"Research Director",4,"Divorced",17399,9,"No",22,4,3,1,1,2,4,1,3
33,"No","Travel_Frequently","Research & Development",1,4,"Other",3,"Female",4,2,"Healthcare Representative",2,"Married",5488,1,"Yes",13,3,1,1,2,3,5,1,2
41,"No","Travel_Frequently","Research & Development",9,3,"Medical",1,"Male",3,5,"Research Director",3,"Divorced",19419,2,"No",17,3,2,1,2,4,16,0,11
27,"No","Travel_Rarely","Research & Development",16,4,"Technical Degree",3,"Female",3,1,"Laboratory Technician",2,"Married",2811,9,"No",14,3,2,1,2,3,2,2,2
45,"No","Non-Travel","Research & Development",23,2,"Life Sciences",4,"Male",3,2,"Laboratory Technician",1,"Married",3633,1,"Yes",15,3,3,1,2,3,8,0,8
47,"No","Travel_Rarely","Sales",4,2,"Life Sciences",4,"Female",3,2,"Sales Executive",4,"Single",4163,1,"Yes",17,3,3,0,0,3,0,0,7
30,"Yes","Travel_Rarely","Research & Development",22,3,"Life Sciences",1,"Female",3,1,"Research Scientist",3,"Married",2132,4,"Yes",11,3,2,0,2,3,2,0,1
50,"No","Travel_Rarely","Research & Development",24,3,"Life Sciences",4,"Male",3,4,"Manufacturing Director",3,"Married",13973,3,"Yes",18,3,4,1,2,3,11,1,5
38,"No","Travel_Frequently","Research & Development",10,1,"Medical",3,"Male",3,1,"Research Scientist",3,"Married",2684,0,"No",17,3,2,1,0,2,1,0,2
46,"No","Travel_Rarely","Research & Development",7,2,"Medical",4,"Male",3,3,"Manufacturing Director",3,"Divorced",10845,6,"No",13,3,2,1,3,3,7,0,7
24,"No","Travel_Rarely","Research & Development",17,1,"Medical",4,"Female",2,2,"Manufacturing Director",3,"Divorced",4377,1,"No",15,3,2,2,6,3,2,3,2
35,"Yes","Travel_Rarely","Research & Development",14,4,"Other",3,"Male",2,1,"Laboratory Technician",2,"Divorced",3743,1,"Yes",24,4,4,1,2,1,2,0,2
31,"No","Travel_Frequently","Research & Development",1,1,"Life Sciences",3,"Female",3,2,"Manufacturing Director",1,"Married",4148,1,"No",12,3,3,1,1,3,3,0,3
18,"No","Non-Travel","Research & Development",5,2,"Life Sciences",2,"Male",3,1,"Research Scientist",4,"Single",1051,1,"No",15,3,4,0,2,3,0,0,0
54,"No","Travel_Rarely","Research & Development",17,3,"Technical Degree",3,"Female",3,3,"Manufacturing Director",3,"Married",10739,8,"No",11,3,3,1,2,3,7,0,8
35,"No","Travel_Rarely","Research & Development",25,4,"Medical",3,"Female",3,3,"Healthcare Representative",3,"Divorced",10388,1,"Yes",11,3,3,1,3,2,10,10,1
30,"No","Travel_Rarely","Research & Development",8,2,"Life Sciences",2,"Female",4,3,"Research Director",1,"Married",11416,0,"Yes",12,3,3,3,4,2,7,1,7
20,"Yes","Travel_Rarely","Research & Development",11,3,"Medical",4,"Female",2,1,"Research Scientist",1,"Single",2600,1,"Yes",15,3,1,0,2,3,0,0,0
30,"Yes","Travel_Frequently","Research & Development",5,3,"Medical",2,"Female",3,1,"Laboratory Technician",2,"Single",2422,0,"No",17,3,1,0,3,3,2,1,2
26,"No","Travel_Rarely","Research & Development",2,2,"Medical",4,"Male",4,2,"Manufacturing Director",4,"Married",5472,1,"No",12,3,2,0,2,3,7,1,3
22,"No","Travel_Rarely","Research & Development",8,1,"Life Sciences",2,"Male",1,1,"Laboratory Technician",1,"Married",2451,1,"No",15,3,1,1,3,2,3,1,1
48,"No","Travel_Rarely","Research & Development",6,3,"Life Sciences",1,"Male",2,2,"Healthcare Representative",3,"Single",4240,2,"No",13,3,4,0,0,3,2,2,2
48,"No","Travel_Rarely","Research & Development",4,4,"Life Sciences",3,"Male",2,3,"Healthcare Representative",3,"Single",10999,7,"No",14,3,2,0,3,3,11,4,8
41,"No","Travel_Rarely","Research & Development",7,2,"Medical",4,"Female",3,2,"Manufacturing Director",3,"Single",5003,6,"No",14,3,2,0,6,3,2,2,1
39,"No","Travel_Rarely","Research & Development",1,1,"Life Sciences",4,"Female",2,4,"Manufacturing Director",4,"Married",12742,1,"No",16,3,3,1,3,3,6,11,8
27,"No","Travel_Rarely","Research & Development",2,4,"Life Sciences",1,"Female",3,2,"Manufacturing Director",4,"Married",4227,0,"No",18,3,2,1,2,3,2,2,2
35,"No","Travel_Rarely","Research & Development",10,3,"Other",2,"Male",3,1,"Laboratory Technician",4,"Divorced",3917,1,"No",20,4,1,1,4,2,2,1,2
42,"No","Travel_Rarely","Sales",5,2,"Marketing",4,"Male",3,5,"Manager",3,"Married",18303,6,"No",13,3,2,0,3,4,0,0,0
50,"No","Travel_Rarely","Research & Development",9,3,"Life Sciences",1,"Male",3,1,"Laboratory Technician",4,"Married",2380,4,"No",18,3,2,0,5,3,0,0,0
59,"No","Travel_Rarely","Research & Development",2,3,"Life Sciences",3,"Female",2,4,"Manufacturing Director",4,"Single",13726,3,"Yes",13,3,1,0,4,3,3,4,3
37,"Yes","Travel_Rarely","Research & Development",11,2,"Medical",1,"Female",1,2,"Healthcare Representative",2,"Married",4777,5,"No",15,3,1,0,2,1,0,0,0
55,"No","Travel_Frequently","Research & Development",18,4,"Medical",3,"Male",3,2,"Healthcare Representative",2,"Married",6385,3,"Yes",14,3,4,2,3,3,7,6,7
41,"No","Non-Travel","Research & Development",7,1,"Life Sciences",2,"Female",1,5,"Research Director",3,"Divorced",19973,1,"No",22,4,2,2,3,3,16,5,10
38,"No","Travel_Rarely","Sales",3,4,"Life Sciences",2,"Male",3,2,"Sales Executive",4,"Single",6861,8,"Yes",12,3,3,0,1,3,0,0,0
26,"Yes","Non-Travel","Sales",29,2,"Medical",2,"Male",1,2,"Sales Executive",1,"Single",4969,8,"No",18,3,4,0,6,3,2,2,2
52,"Yes","Travel_Rarely","Sales",2,1,"Marketing",1,"Female",1,5,"Manager",4,"Married",19845,1,"No",15,3,4,1,3,3,14,6,9
44,"No","Travel_Rarely","Sales",28,3,"Medical",4,"Female",4,4,"Sales Executive",4,"Married",13320,3,"Yes",18,3,3,1,2,3,11,11,11
50,"No","Non-Travel","Sales",1,3,"Life Sciences",4,"Female",3,2,"Sales Executive",3,"Married",6347,0,"No",12,3,1,1,3,3,7,0,13
36,"Yes","Travel_Rarely","Research & Development",16,4,"Life Sciences",3,"Female",4,1,"Laboratory Technician",1,"Single",2743,1,"No",16,3,3,0,1,3,13,15,14
39,"No","Travel_Frequently","Research & Development",22,3,"Medical",4,"Female",3,3,"Manufacturing Director",1,"Single",10880,1,"Yes",13,3,3,0,2,3,6,2,8
33,"No","Non-Travel","Sales",8,1,"Life Sciences",2,"Female",2,1,"Sales Representative",4,"Single",2342,0,"No",19,3,4,0,2,2,2,2,2
45,"No","Travel_Rarely","Sales",11,2,"Life Sciences",4,"Female",3,4,"Manager",4,"Married",17650,3,"No",13,3,2,1,4,4,3,1,1
32,"No","Non-Travel","Research & Development",29,4,"Medical",4,"Female",3,1,"Laboratory Technician",3,"Single",4025,9,"No",12,3,2,0,2,3,7,7,7
34,"No","Travel_Rarely","Sales",1,4,"Marketing",2,"Male",4,2,"Sales Executive",4,"Divorced",9725,0,"No",11,3,4,1,2,2,1,0,9
59,"No","Travel_Rarely","Sales",1,2,"Technical Degree",2,"Male",3,3,"Manager",4,"Married",11904,3,"Yes",14,3,3,1,1,1,4,0,4
45,"No","Travel_Rarely","Human Resources",24,4,"Medical",2,"Male",3,1,"Human Resources",2,"Single",2177,1,"No",16,3,1,0,3,3,3,0,4
53,"No","Travel_Frequently","Sales",2,3,"Marketing",3,"Female",2,3,"Sales Executive",2,"Married",7525,2,"No",12,3,1,1,2,3,7,6,12
36,"Yes","Travel_Rarely","Research & Development",15,3,"Other",1,"Male",3,2,"Laboratory Technician",3,"Divorced",4834,7,"No",14,3,2,1,3,2,0,0,0
26,"Yes","Travel_Frequently","Research & Development",2,3,"Life Sciences",1,"Male",3,1,"Research Scientist",1,"Married",2042,6,"Yes",14,3,2,1,2,3,2,1,2
34,"No","Travel_Rarely","Sales",10,4,"Life Sciences",3,"Female",3,1,"Sales Representative",3,"Married",2220,1,"Yes",19,3,4,1,2,3,1,0,0
28,"No","Travel_Rarely","Sales",10,1,"Medical",4,"Male",3,1,"Sales Representative",2,"Married",1052,1,"No",22,4,2,0,5,3,0,0,0
38,"No","Travel_Frequently","Research & Development",3,4,"Other",3,"Male",3,1,"Research Scientist",3,"Married",2821,3,"No",16,3,1,1,2,3,2,2,2
50,"No","Travel_Rarely","Research & Development",2,4,"Medical",2,"Male",3,5,"Research Director",3,"Married",19237,2,"Yes",11,3,4,1,2,2,1,7,7
37,"No","Travel_Rarely","Research & Development",3,3,"Other",4,"Female",3,2,"Healthcare Representative",2,"Single",4107,3,"No",15,3,1,0,3,2,3,0,1
40,"No","Travel_Rarely","Sales",26,3,"Marketing",3,"Male",3,2,"Sales Executive",1,"Married",8396,1,"No",14,3,2,1,3,2,7,7,5
26,"No","Travel_Frequently","Research & Development",1,1,"Medical",1,"Female",2,1,"Research Scientist",3,"Divorced",2007,1,"No",13,3,3,2,5,3,3,1,3
46,"No","Travel_Rarely","Research & Development",1,4,"Medical",4,"Male",3,5,"Research Director",4,"Divorced",19627,9,"No",17,3,4,2,0,3,2,2,2
54,"No","Travel_Rarely","Sales",2,4,"Life Sciences",3,"Female",2,3,"Sales Executive",3,"Married",10686,6,"No",11,3,2,1,4,3,4,7,0
56,"No","Travel_Frequently","Research & Development",9,3,"Medical",1,"Female",3,1,"Research Scientist",3,"Married",2942,2,"No",19,3,2,1,4,3,4,0,3
36,"No","Travel_Rarely","Research & Development",12,5,"Medical",4,"Female",2,3,"Manufacturing Director",4,"Single",8858,0,"No",11,3,2,0,2,2,8,7,8
55,"No","Non-Travel","Research & Development",2,1,"Medical",3,"Male",2,4,"Manager",1,"Single",16756,7,"No",15,3,2,0,3,4,7,6,2
43,"No","Travel_Rarely","Sales",25,3,"Medical",3,"Male",2,3,"Sales Executive",4,"Divorced",10798,5,"No",13,3,3,1,5,3,0,0,0
20,"Yes","Travel_Frequently","Sales",9,3,"Marketing",4,"Female",3,1,"Sales Representative",4,"Single",2323,1,"Yes",14,3,2,0,3,3,2,0,2
21,"Yes","Travel_Rarely","Research & Development",10,3,"Life Sciences",3,"Female",2,1,"Laboratory Technician",1,"Single",1416,1,"No",13,3,1,0,6,2,0,1,0
46,"No","Travel_Rarely","Research & Development",8,4,"Life Sciences",4,"Female",2,2,"Research Scientist",1,"Divorced",4615,8,"Yes",23,4,1,3,2,3,13,1,7
51,"Yes","Travel_Rarely","Research & Development",4,4,"Life Sciences",1,"Male",3,1,"Research Scientist",3,"Married",2461,9,"Yes",12,3,3,3,2,4,0,2,7
28,"Yes","Non-Travel","Research & Development",24,2,"Technical Degree",2,"Male",2,3,"Healthcare Representative",1,"Single",8722,1,"No",12,3,1,0,2,2,7,1,9
26,"No","Travel_Rarely","Research & Development",1,2,"Medical",1,"Male",2,1,"Laboratory Technician",1,"Married",3955,1,"No",16,3,1,2,2,3,3,1,3
30,"No","Travel_Rarely","Research & Development",20,3,"Other",3,"Male",3,2,"Manufacturing Director",1,"Married",9957,0,"No",15,3,3,1,1,2,2,0,2
41,"No","Travel_Rarely","Research & Development",7,2,"Technical Degree",2,"Female",4,1,"Research Scientist",3,"Married",3376,1,"No",13,3,3,0,3,3,6,0,8
38,"No","Travel_Rarely","Research & Development",17,1,"Life Sciences",3,"Female",2,3,"Healthcare Representative",3,"Married",8823,0,"No",18,3,1,1,4,2,9,1,9
40,"No","Travel_Rarely","Research & Development",20,4,"Technical Degree",1,"Male",3,3,"Healthcare Representative",4,"Married",10322,4,"No",20,4,4,1,6,3,10,11,1
27,"No","Non-Travel","Research & Development",8,5,"Life Sciences",1,"Male",1,1,"Laboratory Technician",3,"Married",4621,1,"No",19,3,4,3,4,3,2,1,2
55,"No","Travel_Frequently","Research & Development",2,1,"Life Sciences",4,"Male",3,3,"Manufacturing Director",2,"Married",10976,3,"No",18,3,2,1,4,3,2,1,2
28,"No","Travel_Rarely","Research & Development",10,3,"Other",3,"Female",3,2,"Research Scientist",3,"Single",3660,3,"No",13,3,4,0,4,4,7,1,7
44,"Yes","Travel_Rarely","Human Resources",1,2,"Medical",2,"Male",2,3,"Human Resources",1,"Married",10482,9,"No",14,3,4,1,1,3,6,3,6
33,"No","Travel_Rarely","Research & Development",5,3,"Life Sciences",4,"Male",2,3,"Healthcare Representative",4,"Divorced",7119,4,"No",15,3,3,1,2,3,2,1,2
35,"Yes","Travel_Rarely","Sales",4,3,"Technical Degree",4,"Male",3,3,"Sales Executive",1,"Single",9582,0,"Yes",22,4,1,0,2,3,7,4,7
33,"Yes","Travel_Frequently","Research & Development",29,4,"Medical",1,"Female",2,2,"Research Scientist",3,"Single",4508,1,"No",22,4,2,0,4,3,7,3,8
28,"No","Travel_Rarely","Research & Development",15,2,"Life Sciences",1,"Male",3,1,"Laboratory Technician",3,"Divorced",2207,1,"No",16,3,4,1,5,2,2,2,2
34,"No","Travel_Frequently","Research & Development",3,1,"Life Sciences",1,"Male",3,2,"Healthcare Representative",4,"Single",7756,0,"No",17,3,3,0,1,2,2,0,4
37,"No","Travel_Rarely","Sales",10,4,"Life Sciences",4,"Female",2,2,"Sales Executive",4,"Divorced",6694,2,"Yes",14,3,3,3,5,3,0,0,0
25,"Yes","Travel_Rarely","Research & Development",4,1,"Technical Degree",4,"Male",3,1,"Laboratory Technician",4,"Married",3691,1,"Yes",15,3,2,1,3,4,7,5,6
26,"Yes","Travel_Rarely","Research & Development",21,3,"Medical",1,"Male",3,1,"Laboratory Technician",3,"Divorced",2377,1,"No",20,4,3,1,0,2,1,0,0
33,"Yes","Travel_Rarely","Research & Development",25,3,"Medical",1,"Male",2,1,"Research Scientist",2,"Single",2313,4,"Yes",20,4,2,0,0,3,2,2,2
42,"No","Travel_Rarely","Research & Development",2,2,"Medical",4,"Male",3,4,"Manager",1,"Married",17665,0,"No",17,3,4,1,3,3,6,13,7
28,"Yes","Travel_Frequently","Research & Development",1,3,"Medical",1,"Male",2,1,"Laboratory Technician",2,"Divorced",2596,1,"No",15,3,1,2,2,3,0,0,0
50,"Yes","Travel_Frequently","Sales",1,4,"Other",4,"Male",3,2,"Sales Executive",3,"Single",4728,3,"Yes",14,3,4,0,4,3,0,0,0
33,"No","Travel_Frequently","Sales",7,3,"Life Sciences",4,"Female",3,2,"Sales Executive",2,"Married",4302,0,"No",17,3,3,1,3,3,2,0,2
34,"No","Non-Travel","Research & Development",3,4,"Life Sciences",3,"Male",2,1,"Research Scientist",4,"Married",2979,3,"No",17,3,4,3,2,3,0,0,0
48,"No","Non-Travel","Research & Development",1,4,"Medical",1,"Male",4,4,"Manager",4,"Single",16885,2,"No",22,4,3,0,3,2,4,2,1
45,"No","Non-Travel","Sales",9,4,"Life Sciences",2,"Female",2,2,"Sales Executive",3,"Married",5593,1,"No",13,3,4,1,2,3,10,4,12
52,"No","Travel_Rarely","Research & Development",7,4,"Life Sciences",2,"Male",3,3,"Healthcare Representative",2,"Single",10445,7,"No",19,3,4,0,4,3,6,4,0
38,"No","Travel_Rarely","Sales",10,4,"Marketing",3,"Male",2,3,"Sales Executive",3,"Divorced",8740,0,"Yes",14,3,2,2,2,3,7,2,7
29,"No","Travel_Rarely","Research & Development",28,4,"Life Sciences",3,"Female",3,1,"Research Scientist",4,"Divorced",2514,4,"No",22,4,1,1,1,3,5,1,7
28,"No","Travel_Rarely","Research & Development",3,3,"Medical",4,"Female",3,3,"Manufacturing Director",2,"Divorced",7655,0,"No",17,3,2,3,3,2,7,1,7
46,"No","Travel_Rarely","Sales",3,1,"Marketing",1,"Male",3,4,"Manager",3,"Married",17465,3,"No",12,3,4,1,3,3,9,4,9
38,"No","Travel_Rarely","Sales",2,2,"Marketing",4,"Male",3,3,"Sales Executive",2,"Single",7351,7,"No",16,3,3,0,2,3,0,0,0
43,"No","Travel_Frequently","Research & Development",27,3,"Life Sciences",3,"Female",3,3,"Manufacturing Director",1,"Married",10820,8,"No",11,3,3,1,1,3,7,0,1
39,"Yes","Travel_Frequently","Research & Development",2,3,"Life Sciences",1,"Male",3,4,"Healthcare Representative",4,"Divorced",12169,7,"No",11,3,4,3,4,3,7,11,5
40,"No","Travel_Rarely","Research & Development",14,3,"Medical",3,"Male",2,5,"Research Director",3,"Single",19626,1,"No",14,3,1,0,2,4,7,4,9
21,"No","Travel_Rarely","Research & Development",1,1,"Technical Degree",4,"Female",2,1,"Research Scientist",2,"Single",2070,1,"Yes",11,3,3,0,6,4,2,2,2
39,"No","Non-Travel","Research & Development",9,3,"Life Sciences",3,"Male",3,2,"Laboratory Technician",2,"Single",6782,9,"No",15,3,3,0,2,2,4,0,3
36,"No","Non-Travel","Research & Development",18,4,"Life Sciences",1,"Male",3,2,"Manufacturing Director",4,"Single",7779,2,"No",20,4,1,0,0,3,9,0,9
31,"No","Travel_Frequently","Sales",20,3,"Life Sciences",3,"Male",4,1,"Sales Representative",4,"Married",2791,0,"No",12,3,1,1,4,3,2,2,2
28,"No","Travel_Rarely","Research & Development",2,1,"Life Sciences",1,"Male",2,1,"Research Scientist",2,"Married",3201,0,"No",17,3,1,0,2,1,3,0,4
35,"No","Travel_Frequently","Sales",11,2,"Marketing",4,"Male",3,2,"Sales Executive",4,"Divorced",4968,1,"No",11,3,4,1,3,3,2,0,2
49,"No","Travel_Rarely","Sales",8,4,"Technical Degree",4,"Male",2,4,"Sales Executive",2,"Married",13120,6,"No",17,3,2,1,3,3,8,2,3
34,"No","Travel_Frequently","Research & Development",2,2,"Life Sciences",4,"Male",3,2,"Manufacturing Director",3,"Single",4033,2,"No",11,3,4,0,3,2,2,0,2
29,"No","Travel_Frequently","Research & Development",10,3,"Life Sciences",4,"Female",3,1,"Research Scientist",2,"Divorced",3291,0,"No",14,3,4,2,2,2,5,1,1
42,"No","Travel_Rarely","Research & Development",29,3,"Medical",2,"Male",1,2,"Laboratory Technician",4,"Single",4272,4,"No",19,3,1,0,3,3,0,0,0
29,"No","Travel_Rarely","Research & Development",8,1,"Medical",2,"Male",2,2,"Manufacturing Director",4,"Married",5056,1,"Yes",15,3,3,1,2,2,7,1,2
38,"No","Travel_Rarely","Human Resources",1,3,"Human Resources",3,"Male",4,1,"Human Resources",3,"Married",2844,1,"No",13,3,4,1,2,4,6,5,0
28,"No","Travel_Frequently","Research & Development",6,3,"Life Sciences",3,"Male",2,1,"Research Scientist",3,"Divorced",2703,1,"Yes",14,3,4,1,2,3,1,0,2
18,"Yes","Non-Travel","Research & Development",8,1,"Medical",3,"Male",3,1,"Laboratory Technician",3,"Single",1904,1,"No",12,3,4,0,0,3,0,0,0
33,"Yes","Travel_Rarely","Sales",9,4,"Marketing",1,"Female",3,2,"Sales Executive",1,"Single",8224,0,"Yes",17,3,1,0,3,3,2,0,3
41,"No","Travel_Rarely","Research & Development",12,4,"Life Sciences",2,"Male",3,1,"Laboratory Technician",4,"Married",4766,3,"Yes",11,3,1,1,4,3,0,0,0
31,"Yes","Travel_Frequently","Research & Development",15,3,"Medical",3,"Male",3,1,"Laboratory Technician",3,"Married",2610,1,"No",12,3,3,1,5,2,2,2,2
37,"No","Travel_Rarely","Research & Development",25,2,"Medical",3,"Female",2,2,"Healthcare Representative",4,"Divorced",5731,7,"No",13,3,3,2,2,3,2,1,3
27,"No","Travel_Rarely","Research & Development",6,3,"Life Sciences",4,"Male",2,1,"Research Scientist",3,"Married",2539,1,"No",13,3,3,1,0,3,2,2,2
34,"No","Travel_Rarely","Sales",9,1,"Life Sciences",2,"Female",3,2,"Sales Executive",3,"Married",5714,1,"No",20,4,1,0,3,2,5,1,3
35,"No","Travel_Rarely","Human Resources",8,4,"Technical Degree",3,"Male",3,1,"Human Resources",3,"Single",4323,1,"No",17,3,2,0,2,1,4,1,4
29,"Yes","Travel_Rarely","Sales",23,1,"Life Sciences",4,"Female",2,3,"Sales Executive",1,"Married",7336,1,"No",13,3,1,1,3,1,8,3,10
40,"No","Travel_Frequently","Research & Development",9,4,"Medical",2,"Female",3,3,"Research Director",3,"Single",13499,9,"No",17,3,3,0,3,2,7,2,13
42,"Yes","Travel_Frequently","Sales",12,3,"Life Sciences",3,"Male",3,4,"Sales Executive",1,"Single",13758,0,"Yes",12,3,2,0,2,2,9,13,14
42,"No","Travel_Rarely","Sales",4,4,"Marketing",2,"Male",3,2,"Sales Executive",1,"Single",5155,7,"No",13,3,4,0,3,4,4,1,5
35,"No","Travel_Rarely","Research & Development",1,4,"Medical",4,"Male",2,1,"Laboratory Technician",3,"Married",2258,6,"No",12,3,2,1,2,3,0,1,7
24,"No","Travel_Rarely","Research & Development",24,3,"Medical",4,"Male",3,1,"Laboratory Technician",2,"Single",3597,8,"No",22,4,4,0,2,3,3,1,2
28,"Yes","Travel_Rarely","Research & Development",12,1,"Life Sciences",3,"Female",3,1,"Laboratory Technician",4,"Married",2515,1,"Yes",11,3,4,0,4,2,1,0,0
26,"No","Travel_Rarely","Research & Development",3,4,"Medical",1,"Male",4,1,"Laboratory Technician",4,"Married",4420,1,"No",22,4,2,1,2,3,7,0,7
30,"No","Travel_Rarely","Sales",10,3,"Marketing",3,"Male",2,2,"Sales Executive",3,"Married",6578,1,"No",18,3,1,1,3,3,3,1,4
40,"No","Travel_Frequently","Research & Development",26,2,"Medical",3,"Female",2,2,"Research Scientist",4,"Married",4422,3,"Yes",13,3,4,1,3,1,1,0,0
35,"No","Travel_Rarely","Research & Development",2,3,"Life Sciences",3,"Male",2,3,"Manufacturing Director",2,"Divorced",10274,2,"No",18,3,2,1,2,4,7,6,4
34,"No","Travel_Frequently","Research & Development",1,3,"Medical",4,"Male",2,2,"Healthcare Representative",1,"Single",5343,0,"No",20,4,3,0,3,3,9,4,9
35,"No","Travel_Frequently","Research & Development",4,4,"Other",4,"Male",2,1,"Laboratory Technician",4,"Married",2376,1,"No",13,3,2,1,2,4,2,2,2
43,"Yes","Travel_Rarely","Sales",9,3,"Marketing",1,"Female",1,2,"Sales Executive",3,"Single",5346,8,"No",13,3,2,0,2,2,3,1,3
32,"No","Non-Travel","Sales",2,1,"Life Sciences",3,"Female",3,1,"Sales Representative",1,"Divorced",2827,1,"No",12,3,3,3,3,3,0,0,0
56,"No","Travel_Rarely","Research & Development",4,4,"Technical Degree",4,"Female",3,5,"Manager",1,"Divorced",19943,4,"No",13,3,4,1,2,3,2,4,2
29,"No","Travel_Rarely","Research & Development",6,1,"Medical",2,"Female",3,1,"Laboratory Technician",4,"Married",3131,1,"No",13,3,1,1,5,3,8,0,8
19,"No","Travel_Rarely","Research & Development",9,2,"Life Sciences",3,"Male",3,1,"Research Scientist",1,"Single",2552,1,"No",25,4,3,0,4,3,1,0,0
45,"No","Travel_Rarely","Research & Development",7,3,"Medical",1,"Female",3,1,"Research Scientist",3,"Married",4477,4,"Yes",19,3,3,1,2,2,2,0,2
37,"No","Travel_Rarely","Research & Development",1,3,"Life Sciences",4,"Female",2,2,"Manufacturing Director",4,"Married",6474,1,"No",13,3,2,1,2,2,8,3,11
20,"No","Travel_Rarely","Research & Development",3,3,"Life Sciences",1,"Male",2,1,"Laboratory Technician",3,"Single",3033,1,"No",12,3,1,0,2,2,2,1,2
44,"Yes","Travel_Rarely","Research & Development",10,4,"Life Sciences",3,"Male",3,1,"Research Scientist",3,"Single",2936,1,"Yes",11,3,3,0,4,3,4,0,2
53,"No","Travel_Rarely","Research & Development",7,2,"Medical",4,"Female",3,5,"Manager",3,"Divorced",18606,3,"No",18,3,2,1,6,3,7,4,7
29,"No","Travel_Rarely","Research & Development",15,1,"Life Sciences",2,"Female",1,1,"Research Scientist",4,"Married",2168,0,"Yes",18,3,1,1,2,2,4,1,3
22,"Yes","Travel_Frequently","Research & Development",3,4,"Life Sciences",3,"Male",2,1,"Research Scientist",4,"Married",2853,0,"Yes",11,3,2,1,5,3,0,0,0
46,"No","Travel_Rarely","Sales",2,3,"Marketing",3,"Female",3,4,"Manager",1,"Married",17048,8,"No",23,4,1,0,2,3,15,15,9
44,"No","Non-Travel","Research & Development",17,3,"Life Sciences",4,"Male",1,1,"Research Scientist",3,"Single",2290,2,"No",13,3,4,0,3,3,0,0,0
33,"No","Travel_Rarely","Human Resources",2,3,"Human Resources",2,"Male",3,1,"Human Resources",3,"Married",3600,1,"No",13,3,4,1,2,3,4,1,4
41,"Yes","Non-Travel","Research & Development",5,2,"Life Sciences",1,"Male",2,1,"Research Scientist",1,"Divorced",2107,6,"No",17,3,1,1,2,1,0,0,0
30,"No","Travel_Rarely","Sales",29,4,"Life Sciences",3,"Male",3,2,"Sales Executive",1,"Divorced",4115,8,"No",19,3,3,3,3,3,3,0,3
40,"No","Travel_Frequently","Sales",2,4,"Medical",2,"Male",3,2,"Sales Executive",2,"Married",4327,5,"No",12,3,4,3,2,3,0,0,0
50,"No","Travel_Frequently","Research & Development",2,3,"Medical",4,"Female",3,4,"Manager",1,"Married",17856,2,"No",22,4,3,1,3,3,2,2,2
28,"No","Travel_Rarely","Research & Development",19,4,"Medical",4,"Male",2,1,"Laboratory Technician",1,"Married",3196,1,"No",12,3,3,3,2,3,5,3,3
46,"No","Travel_Rarely","Research & Development",15,2,"Life Sciences",4,"Male",3,5,"Research Director",2,"Married",19081,5,"No",11,3,1,1,2,3,2,0,3
35,"No","Travel_Rarely","Sales",17,4,"Life Sciences",3,"Male",3,2,"Sales Executive",1,"Married",8966,3,"Yes",15,3,4,3,2,3,7,1,7
24,"Yes","Travel_Rarely","Research & Development",17,2,"Life Sciences",4,"Female",3,1,"Laboratory Technician",2,"Married",2210,1,"No",13,3,1,1,3,1,0,0,0
33,"No","Travel_Frequently","Sales",25,3,"Medical",2,"Female",3,2,"Sales Executive",3,"Married",4539,1,"No",12,3,1,1,3,2,7,0,1
36,"No","Travel_Rarely","Research & Development",6,4,"Life Sciences",3,"Male",1,1,"Laboratory Technician",3,"Divorced",2741,1,"No",14,3,3,1,4,3,7,1,7
30,"No","Travel_Rarely","Research & Development",7,4,"Life Sciences",3,"Male",3,2,"Laboratory Technician",3,"Divorced",3491,1,"No",13,3,1,3,4,2,7,8,9
44,"No","Travel_Rarely","Research & Development",29,4,"Other",4,"Male",3,2,"Research Scientist",4,"Single",4541,1,"No",25,4,2,0,3,3,11,13,17
20,"No","Travel_Rarely","Sales",21,3,"Marketing",3,"Male",4,1,"Sales Representative",4,"Single",2678,1,"No",17,3,4,0,2,3,1,2,2
46,"No","Travel_Rarely","Research & Development",2,4,"Technical Degree",4,"Male",3,2,"Manufacturing Director",4,"Divorced",7379,2,"No",11,3,3,1,3,2,3,1,4
42,"No","Non-Travel","Human Resources",2,5,"Medical",4,"Male",4,2,"Human Resources",1,"Married",6272,7,"No",16,3,1,1,3,4,3,0,3
60,"No","Travel_Rarely","Sales",7,4,"Marketing",2,"Male",4,2,"Sales Executive",4,"Divorced",5220,0,"Yes",18,3,2,1,3,3,7,1,9
32,"No","Travel_Frequently","Research & Development",13,3,"Other",3,"Female",2,1,"Laboratory Technician",2,"Married",2743,1,"No",20,4,3,1,2,3,2,2,2
32,"No","Travel_Frequently","Research & Development",2,2,"Life Sciences",4,"Female",3,2,"Research Scientist",3,"Single",4998,4,"Yes",14,3,4,0,2,3,7,0,7
36,"No","Travel_Rarely","Research & Development",1,3,"Technical Degree",3,"Female",1,3,"Manufacturing Director",1,"Divorced",10252,2,"Yes",21,4,3,1,2,3,7,7,7
33,"No","Travel_Rarely","Research & Development",9,3,"Medical",1,"Male",3,1,"Research Scientist",4,"Married",2781,0,"No",13,3,2,1,5,3,10,4,10
40,"No","Travel_Rarely","Sales",10,3,"Technical Degree",2,"Female",2,2,"Sales Executive",2,"Divorced",6852,7,"No",12,3,2,1,2,4,1,1,3
25,"No","Travel_Rarely","Sales",10,4,"Life Sciences",3,"Male",3,2,"Sales Executive",4,"Single",4950,0,"No",14,3,2,0,4,3,3,1,1
30,"No","Travel_Rarely","Research & Development",1,3,"Medical",4,"Male",3,1,"Research Scientist",2,"Married",3579,0,"Yes",21,4,1,1,2,3,9,5,7
42,"No","Travel_Frequently","Research & Development",26,5,"Medical",1,"Female",3,3,"Research Director",1,"Married",13191,3,"Yes",17,3,3,0,6,3,0,0,0
35,"No","Non-Travel","Sales",8,2,"Marketing",3,"Female",2,3,"Sales Executive",4,"Married",10377,4,"Yes",11,3,2,1,6,2,2,4,12
27,"No","Travel_Rarely","Research & Development",14,3,"Life Sciences",1,"Male",3,1,"Research Scientist",1,"Married",2235,1,"Yes",14,3,4,2,3,2,7,6,8
54,"No","Travel_Frequently","Research & Development",1,4,"Life Sciences",4,"Female",3,3,"Manufacturing Director",3,"Divorced",10502,7,"No",17,3,1,1,2,1,4,1,4
44,"No","Travel_Rarely","Research & Development",2,1,"Life Sciences",1,"Female",4,1,"Research Scientist",4,"Married",2011,1,"No",13,3,4,1,5,3,5,7,7
19,"Yes","Non-Travel","Research & Development",10,3,"Medical",1,"Female",2,1,"Research Scientist",2,"Single",1859,1,"Yes",25,4,2,0,2,4,1,0,0
29,"No","Travel_Rarely","Research & Development",1,3,"Life Sciences",1,"Female",3,1,"Research Scientist",4,"Divorced",3760,1,"No",15,3,1,3,5,3,2,1,2
54,"No","Travel_Rarely","Research & Development",3,3,"Life Sciences",4,"Male",3,4,"Research Director",4,"Married",17779,3,"No",14,3,1,0,2,3,9,0,9
31,"No","Travel_Rarely","Research & Development",11,2,"Medical",3,"Male",3,2,"Healthcare Representative",1,"Married",6833,1,"Yes",12,3,4,0,2,2,5,0,1
31,"No","Travel_Rarely","Research & Development",24,3,"Medical",3,"Female",2,2,"Healthcare Representative",1,"Single",6812,1,"No",19,3,2,0,2,3,9,1,8
59,"No","Travel_Rarely","Sales",3,3,"Life Sciences",3,"Female",2,2,"Sales Executive",4,"Single",5171,5,"No",17,3,4,0,2,3,1,0,5
43,"No","Travel_Rarely","Research & Development",3,3,"Life Sciences",3,"Male",1,5,"Research Director",4,"Married",19740,3,"No",14,3,2,1,2,3,7,0,7
49,"No","Travel_Rarely","Research & Development",4,2,"Medical",1,"Male",2,5,"Manager",3,"Married",18711,2,"No",13,3,3,1,2,4,0,0,0
36,"No","Travel_Frequently","Research & Development",3,3,"Technical Degree",3,"Male",3,1,"Research Scientist",2,"Married",3692,1,"No",12,3,3,0,2,2,10,0,7
48,"No","Travel_Rarely","Research & Development",2,2,"Technical Degree",4,"Male",4,1,"Laboratory Technician",2,"Single",2559,5,"No",11,3,3,0,4,2,0,0,0
27,"No","Travel_Rarely","Research & Development",4,2,"Life Sciences",1,"Male",3,1,"Research Scientist",3,"Divorced",2517,1,"No",11,3,2,3,2,3,3,0,3
29,"No","Travel_Rarely","Research & Development",7,3,"Life Sciences",3,"Male",3,2,"Healthcare Representative",4,"Divorced",6623,1,"Yes",11,3,2,2,2,3,0,1,0
48,"No","Travel_Rarely","Research & Development",1,3,"Life Sciences",4,"Male",2,5,"Research Director",4,"Single",18265,6,"No",12,3,3,0,3,4,0,0,0
29,"No","Travel_Rarely","Research & Development",1,3,"Life Sciences",4,"Female",2,4,"Research Director",4,"Divorced",16124,3,"No",14,3,2,2,2,2,7,1,7
34,"No","Travel_Rarely","Research & Development",20,3,"Technical Degree",3,"Female",4,1,"Research Scientist",3,"Married",2585,0,"No",17,3,4,0,5,2,0,0,0
44,"No","Travel_Rarely","Sales",5,3,"Marketing",2,"Male",3,5,"Manager",2,"Married",18213,7,"No",11,3,3,1,5,3,9,3,10
33,"No","Travel_Rarely","Sales",10,5,"Marketing",4,"Male",4,3,"Sales Executive",3,"Divorced",8380,0,"Yes",14,3,4,2,3,3,8,0,8
19,"No","Travel_Rarely","Research & Development",25,3,"Life Sciences",2,"Female",4,1,"Research Scientist",4,"Single",2994,1,"Yes",12,3,4,0,2,3,0,0,1
23,"No","Travel_Rarely","Research & Development",1,2,"Life Sciences",4,"Male",3,1,"Research Scientist",3,"Married",1223,1,"No",22,4,4,1,2,3,0,0,1
25,"Yes","Travel_Frequently","Sales",24,1,"Life Sciences",3,"Male",1,1,"Sales Representative",4,"Single",1118,1,"Yes",14,3,4,0,4,3,0,1,0
26,"No","Travel_Rarely","Research & Development",4,2,"Life Sciences",3,"Male",3,1,"Research Scientist",4,"Single",2875,1,"Yes",20,4,2,0,2,2,5,2,2
45,"Yes","Travel_Rarely","Sales",2,3,"Marketing",1,"Female",1,5,"Manager",2,"Single",18824,2,"Yes",16,3,1,0,2,3,10,1,11
55,"No","Non-Travel","Research & Development",8,1,"Medical",4,"Male",2,4,"Healthcare Representative",2,"Divorced",13577,1,"Yes",15,3,4,1,3,3,9,15,0
21,"Yes","Travel_Frequently","Research & Development",10,2,"Life Sciences",1,"Female",2,1,"Laboratory Technician",3,"Single",2625,1,"No",20,4,3,0,2,1,2,2,2
46,"No","Travel_Rarely","Sales",4,2,"Marketing",4,"Female",2,5,"Manager",2,"Married",18789,2,"No",14,3,3,1,2,3,4,0,8
34,"No","Travel_Rarely","Sales",2,3,"Marketing",3,"Female",3,2,"Sales Executive",1,"Single",4538,0,"Yes",12,3,4,0,3,3,2,0,2
51,"No","Travel_Frequently","Sales",9,3,"Life Sciences",4,"Male",3,5,"Manager",2,"Divorced",19847,4,"Yes",24,4,1,1,5,2,10,11,10
59,"No","Travel_Rarely","Research & Development",18,4,"Medical",4,"Male",3,3,"Manufacturing Director",4,"Single",10512,6,"No",12,3,4,0,6,2,7,5,4
34,"No","Travel_Frequently","Research & Development",19,3,"Medical",3,"Female",3,2,"Laboratory Technician",2,"Divorced",4444,4,"No",13,3,3,2,2,4,8,5,10
28,"No","Travel_Frequently","Research & Development",1,4,"Medical",4,"Male",3,1,"Laboratory Technician",3,"Single",2154,0,"Yes",11,3,3,0,2,2,2,0,2
44,"No","Travel_Rarely","Research & Development",4,2,"Life Sciences",3,"Male",4,5,"Manager",1,"Divorced",19190,1,"No",14,3,4,2,4,2,9,14,13
34,"No","Travel_Frequently","Human Resources",11,3,"Life Sciences",3,"Male",2,2,"Human Resources",2,"Married",4490,4,"No",11,3,4,2,5,4,9,1,8
35,"No","Travel_Rarely","Research & Development",6,1,"Life Sciences",3,"Male",3,1,"Research Scientist",3,"Married",3506,0,"Yes",14,3,4,0,3,3,2,2,2
42,"No","Travel_Rarely","Research & Development",7,4,"Medical",2,"Female",4,2,"Research Scientist",2,"Married",2372,6,"Yes",16,3,4,0,2,3,0,0,0
43,"No","Travel_Rarely","Sales",4,4,"Marketing",4,"Female",2,3,"Sales Executive",4,"Single",10231,3,"No",14,3,4,0,3,4,7,15,17
36,"No","Travel_Rarely","Research & Development",2,4,"Life Sciences",3,"Female",3,2,"Manufacturing Director",2,"Single",5410,9,"Yes",11,3,4,0,2,3,14,5,12
44,"Yes","Travel_Rarely","Research & Development",15,3,"Medical",1,"Female",3,3,"Healthcare Representative",4,"Married",7978,1,"No",11,3,4,1,2,3,7,0,5
28,"No","Travel_Frequently","Research & Development",2,3,"Life Sciences",4,"Male",2,1,"Laboratory Technician",4,"Married",3867,1,"Yes",12,3,2,1,2,3,2,2,2
51,"No","Travel_Frequently","Research & Development",6,2,"Medical",2,"Female",2,1,"Laboratory Technician",3,"Single",2838,0,"No",14,3,2,0,6,2,0,7,7
30,"No","Non-Travel","Research & Development",9,2,"Medical",3,"Female",3,2,"Manufacturing Director",3,"Single",4695,7,"Yes",18,3,3,0,3,3,4,1,7
29,"Yes","Travel_Rarely","Research & Development",7,3,"Technical Degree",2,"Female",3,1,"Laboratory Technician",3,"Divorced",3339,3,"Yes",13,3,1,2,2,3,7,7,7
28,"No","Travel_Rarely","Research & Development",1,3,"Technical Degree",4,"Male",3,1,"Research Scientist",1,"Single",2080,2,"No",11,3,2,0,2,2,2,1,2
25,"No","Travel_Rarely","Research & Development",1,3,"Medical",4,"Female",3,1,"Research Scientist",2,"Single",2096,1,"No",18,3,4,0,3,2,2,2,1
32,"No","Travel_Rarely","Sales",8,3,"Medical",3,"Male",4,2,"Sales Executive",4,"Married",6209,1,"No",15,3,3,2,4,4,7,0,8
45,"No","Travel_Frequently","Research & Development",25,3,"Medical",2,"Female",3,5,"Manager",2,"Single",18061,3,"No",22,4,3,0,4,3,0,0,0
39,"No","Travel_Rarely","Research & Development",13,4,"Medical",3,"Female",2,4,"Manager",2,"Divorced",17123,6,"Yes",13,3,4,2,4,3,9,15,2
58,"No","Travel_Rarely","Research & Development",23,4,"Life Sciences",1,"Male",3,1,"Research Scientist",3,"Divorced",2372,1,"No",12,3,4,2,3,3,2,2,2
32,"Yes","Travel_Rarely","Research & Development",7,2,"Life Sciences",4,"Male",3,2,"Laboratory Technician",3,"Married",4883,1,"No",18,3,1,1,3,3,4,1,1
39,"Yes","Travel_Rarely","Research & Development",23,3,"Medical",3,"Male",3,1,"Research Scientist",1,"Single",3904,0,"No",13,3,1,0,2,3,2,0,3
30,"No","Travel_Rarely","Research & Development",6,3,"Technical Degree",1,"Female",2,2,"Laboratory Technician",4,"Married",4627,0,"No",12,3,1,1,6,3,2,6,7
36,"No","Travel_Rarely","Research & Development",10,4,"Technical Degree",4,"Female",3,3,"Healthcare Representative",3,"Married",7094,3,"No",12,3,1,0,0,3,7,1,7
46,"No","Travel_Rarely","Human Resources",1,2,"Life Sciences",4,"Female",3,1,"Human Resources",1,"Single",3423,6,"No",12,3,3,0,3,4,6,5,7
28,"No","Non-Travel","Research & Development",1,3,"Life Sciences",3,"Female",1,2,"Laboratory Technician",4,"Married",6674,0,"No",11,3,1,3,6,3,8,7,5
50,"No","Travel_Rarely","Research & Development",28,3,"Life Sciences",4,"Female",3,4,"Research Director",1,"Married",16880,4,"Yes",11,3,2,0,2,3,2,1,2
40,"Yes","Travel_Rarely","Sales",25,4,"Marketing",4,"Male",2,3,"Sales Executive",2,"Single",9094,2,"Yes",12,3,3,0,2,3,4,1,0
52,"Yes","Travel_Rarely","Sales",5,3,"Life Sciences",2,"Male",3,3,"Sales Executive",2,"Single",8446,9,"Yes",19,3,3,0,2,2,7,7,7
30,"No","Travel_Rarely","Research & Development",17,4,"Medical",2,"Female",3,3,"Manager",1,"Married",11916,1,"Yes",23,4,4,2,2,3,1,0,8
39,"No","Travel_Rarely","Research & Development",18,2,"Life Sciences",1,"Male",3,2,"Manufacturing Director",3,"Single",4534,0,"No",11,3,1,0,6,3,7,1,7
31,"No","Non-Travel","Sales",2,4,"Life Sciences",4,"Female",3,3,"Sales Executive",3,"Divorced",9852,1,"Yes",19,3,1,1,5,2,8,9,6
41,"No","Non-Travel","Sales",10,2,"Medical",3,"Male",1,2,"Sales Executive",2,"Single",6151,1,"No",13,3,1,0,4,3,2,11,9
31,"Yes","Travel_Frequently","Sales",1,3,"Life Sciences",4,"Female",3,1,"Sales Representative",2,"Single",2302,1,"Yes",11,3,1,0,2,4,2,2,2
44,"Yes","Travel_Rarely","Research & Development",3,3,"Life Sciences",1,"Male",3,1,"Laboratory Technician",1,"Married",2362,4,"No",12,3,3,0,4,4,2,1,2
42,"No","Non-Travel","Research & Development",2,1,"Life Sciences",3,"Male",3,4,"Manager",3,"Married",17861,0,"Yes",13,3,4,0,3,2,8,2,10
55,"No","Travel_Rarely","Research & Development",2,2,"Medical",4,"Female",1,5,"Manager",3,"Married",19187,4,"No",14,3,4,1,5,3,9,9,11
56,"No","Travel_Rarely","Human Resources",8,4,"Life Sciences",4,"Male",3,5,"Manager",2,"Single",19717,6,"No",14,3,1,0,4,3,3,7,7
40,"No","Non-Travel","Research & Development",16,2,"Life Sciences",3,"Male",3,1,"Research Scientist",3,"Divorced",3544,9,"No",16,3,2,1,0,3,2,0,0
34,"No","Travel_Rarely","Research & Development",9,3,"Life Sciences",4,"Male",3,3,"Healthcare Representative",4,"Divorced",8500,0,"No",11,3,4,1,0,2,7,1,6
40,"No","Travel_Rarely","Research & Development",2,3,"Life Sciences",3,"Male",3,2,"Research Scientist",4,"Single",4661,1,"No",13,3,3,0,4,3,8,8,8
41,"No","Travel_Frequently","Sales",1,3,"Marketing",3,"Female",3,2,"Sales Executive",1,"Divorced",4103,0,"No",17,3,4,1,2,3,3,1,7
35,"No","Travel_Frequently","Research & Development",4,4,"Life Sciences",3,"Male",3,2,"Research Scientist",3,"Single",4249,1,"Yes",11,3,2,0,3,3,6,1,1
51,"No","Travel_Rarely","Human Resources",5,3,"Life Sciences",3,"Male",3,4,"Manager",2,"Divorced",14026,1,"Yes",11,3,2,1,2,3,9,0,10
38,"No","Travel_Rarely","Sales",2,2,"Life Sciences",2,"Female",3,2,"Sales Executive",1,"Divorced",6893,3,"No",15,3,4,1,3,3,7,1,7
34,"No","Travel_Rarely","Sales",15,2,"Medical",3,"Female",3,2,"Sales Executive",1,"Single",6125,1,"No",12,3,4,0,6,4,8,9,6
25,"No","Travel_Rarely","Research & Development",19,1,"Medical",4,"Male",3,1,"Laboratory Technician",4,"Married",3669,3,"No",11,3,3,3,6,2,2,1,2
58,"Yes","Travel_Rarely","Research & Development",7,4,"Medical",3,"Female",2,3,"Manufacturing Director",1,"Married",10008,7,"Yes",14,3,4,0,0,2,9,5,9
40,"No","Travel_Rarely","Research & Development",1,4,"Life Sciences",2,"Male",3,1,"Laboratory Technician",2,"Married",2387,3,"No",22,4,3,1,3,3,2,0,3
36,"No","Travel_Frequently","Sales",7,3,"Marketing",1,"Female",4,2,"Sales Executive",1,"Married",4639,2,"No",16,3,4,1,2,2,7,6,13
48,"No","Travel_Rarely","Research & Development",4,3,"Life Sciences",4,"Male",3,3,"Manufacturing Director",4,"Single",7898,1,"No",11,3,3,0,2,3,9,0,8
27,"No","Travel_Rarely","Sales",11,3,"Medical",3,"Female",4,1,"Sales Representative",4,"Married",2534,8,"No",14,3,2,1,4,3,0,0,0
51,"No","Travel_Rarely","Research & Development",11,2,"Technical Degree",4,"Female",2,4,"Manufacturing Director",2,"Single",13142,3,"No",16,3,2,0,1,2,2,0,3
18,"No","Non-Travel","Research & Development",1,3,"Life Sciences",4,"Female",3,1,"Laboratory Technician",4,"Single",1611,1,"No",15,3,3,0,5,4,0,0,0
35,"No","Travel_Rarely","Research & Development",1,3,"Medical",4,"Female",2,2,"Laboratory Technician",4,"Married",5363,0,"No",12,3,2,1,0,3,7,0,0
27,"No","Travel_Frequently","Sales",2,1,"Life Sciences",4,"Male",1,2,"Sales Executive",4,"Single",5071,3,"No",20,4,2,0,3,3,2,0,0
55,"Yes","Travel_Rarely","Sales",13,4,"Marketing",1,"Male",4,4,"Sales Executive",3,"Single",13695,6,"Yes",17,3,3,0,2,2,7,3,8
56,"No","Travel_Rarely","Research & Development",23,3,"Life Sciences",4,"Male",3,4,"Manufacturing Director",2,"Married",13402,4,"Yes",12,3,1,1,0,3,16,15,9
34,"No","Non-Travel","Research & Development",26,1,"Technical Degree",1,"Female",2,1,"Research Scientist",3,"Divorced",2029,1,"No",20,4,3,3,2,3,4,0,0
40,"No","Travel_Rarely","Research & Development",2,1,"Medical",2,"Female",4,2,"Healthcare Representative",3,"Divorced",6377,5,"No",20,4,2,3,0,3,11,11,8
34,"No","Travel_Rarely","Research & Development",29,3,"Medical",2,"Male",3,2,"Laboratory Technician",3,"Married",5429,4,"No",13,3,1,2,1,3,7,7,7
31,"Yes","Travel_Frequently","Sales",2,3,"Life Sciences",3,"Female",2,1,"Sales Representative",4,"Single",2785,7,"No",14,3,3,0,3,4,0,0,0
35,"Yes","Travel_Frequently","Sales",18,4,"Marketing",4,"Female",3,2,"Sales Executive",3,"Married",4614,0,"Yes",18,3,3,1,0,2,2,3,2
38,"No","Travel_Frequently","Research & Development",7,3,"Life Sciences",4,"Male",4,1,"Research Scientist",3,"Divorced",2610,1,"No",11,3,4,3,2,3,2,0,3
34,"No","Travel_Rarely","Research & Development",2,4,"Technical Degree",3,"Female",3,2,"Healthcare Representative",4,"Single",6687,1,"No",11,3,4,0,2,4,11,4,11
28,"No","Travel_Rarely","Sales",26,3,"Life Sciences",3,"Male",2,2,"Sales Executive",1,"Married",4724,1,"No",11,3,3,1,0,3,3,0,4
31,"Yes","Travel_Rarely","Research & Development",22,4,"Medical",4,"Male",3,2,"Manufacturing Director",3,"Married",6179,1,"Yes",15,3,4,2,3,2,2,6,7
39,"No","Travel_Rarely","Sales",21,4,"Life Sciences",1,"Male",2,2,"Sales Executive",4,"Married",6120,3,"Yes",12,3,4,2,2,4,4,1,4
51,"No","Travel_Frequently","Sales",2,3,"Marketing",2,"Male",3,3,"Sales Executive",2,"Married",10596,2,"No",11,3,2,0,5,3,2,3,2
41,"No","Travel_Frequently","Research & Development",22,3,"Life Sciences",4,"Female",3,2,"Research Scientist",4,"Divorced",5467,3,"Yes",14,3,1,2,4,2,2,3,3
37,"No","Travel_Rarely","Research & Development",4,1,"Life Sciences",3,"Male",3,1,"Research Scientist",3,"Married",2996,7,"Yes",15,3,4,0,2,3,4,1,3
33,"No","Travel_Frequently","Sales",5,1,"Life Sciences",2,"Male",3,2,"Sales Executive",4,"Married",9998,6,"No",13,3,1,0,2,4,4,1,2
32,"No","Travel_Rarely","Sales",2,1,"Marketing",3,"Male",3,2,"Sales Executive",2,"Married",4078,0,"Yes",13,3,1,3,3,2,2,1,2
39,"No","Non-Travel","Research & Development",25,2,"Life Sciences",3,"Male",3,3,"Healthcare Representative",3,"Married",10920,3,"No",21,4,2,1,2,3,4,0,5
25,"No","Travel_Rarely","Sales",18,1,"Life Sciences",1,"Male",4,2,"Sales Executive",3,"Married",6232,2,"No",11,3,2,0,3,2,2,1,2
52,"No","Travel_Frequently","Research & Development",28,2,"Medical",4,"Female",4,4,"Manufacturing Director",3,"Married",13247,2,"Yes",11,3,2,1,3,2,3,0,2
43,"No","Travel_Rarely","Research & Development",6,3,"Medical",1,"Female",2,2,"Research Scientist",3,"Single",4081,1,"Yes",14,3,1,0,3,1,7,1,8
27,"No","Travel_Rarely","Sales",10,3,"Marketing",4,"Female",2,2,"Sales Executive",4,"Married",5769,1,"Yes",11,3,4,0,3,3,2,4,4
27,"Yes","Travel_Rarely","Research & Development",17,4,"Life Sciences",4,"Female",3,1,"Research Scientist",3,"Single",2394,1,"Yes",13,3,4,0,2,3,2,7,7
26,"No","Travel_Rarely","Research & Development",2,1,"Medical",1,"Male",2,1,"Research Scientist",4,"Single",3904,0,"No",12,3,4,0,2,3,3,1,1
42,"No","Travel_Rarely","Human Resources",10,3,"Human Resources",3,"Female",3,4,"Manager",1,"Married",16799,0,"No",14,3,3,1,5,3,7,0,9
52,"No","Travel_Rarely","Research & Development",8,4,"Other",3,"Female",3,1,"Laboratory Technician",1,"Married",2950,9,"No",13,3,3,0,2,1,4,0,4
37,"No","Travel_Rarely","Research & Development",11,3,"Medical",1,"Female",3,1,"Laboratory Technician",3,"Single",3629,4,"No",18,3,1,0,6,3,2,0,2
35,"No","Travel_Frequently","Research & Development",18,2,"Life Sciences",3,"Male",3,3,"Manufacturing Director",4,"Single",9362,2,"No",11,3,3,0,2,3,2,2,2
25,"No","Travel_Rarely","Research & Development",1,3,"Technical Degree",1,"Male",3,1,"Laboratory Technician",4,"Married",3229,4,"No",11,3,2,1,2,2,2,0,2
26,"No","Travel_Rarely","Research & Development",7,3,"Other",3,"Male",4,1,"Laboratory Technician",1,"Single",3578,0,"No",12,3,4,0,2,3,7,0,7
29,"No","Travel_Rarely","Human Resources",17,3,"Other",2,"Male",2,3,"Human Resources",1,"Single",7988,1,"No",13,3,1,0,3,2,9,0,9
49,"Yes","Travel_Frequently","Research & Development",28,2,"Life Sciences",1,"Male",2,2,"Laboratory Technician",1,"Single",4284,3,"No",20,4,1,0,2,3,3,1,3
29,"Yes","Travel_Frequently","Research & Development",14,1,"Other",3,"Female",3,3,"Healthcare Representative",4,"Single",7553,0,"Yes",12,3,1,0,1,3,7,7,7
54,"No","Travel_Rarely","Research & Development",1,3,"Medical",4,"Female",3,4,"Research Director",4,"Single",17328,6,"No",19,3,4,0,3,2,7,12,7
58,"No","Travel_Rarely","Research & Development",1,3,"Medical",4,"Female",3,5,"Research Director",1,"Married",19701,3,"Yes",21,4,3,1,3,3,8,1,5
55,"No","Travel_Rarely","Research & Development",1,4,"Medical",2,"Male",4,4,"Research Director",4,"Divorced",14732,2,"No",13,3,4,2,4,4,7,0,0
36,"No","Travel_Rarely","Sales",3,4,"Marketing",1,"Female",3,2,"Sales Executive",2,"Single",9278,3,"Yes",16,3,4,0,3,3,4,0,1
31,"Yes","Travel_Frequently","Sales",1,4,"Life Sciences",2,"Female",1,1,"Sales Representative",3,"Single",1359,1,"No",12,3,2,0,3,3,0,0,0
30,"No","Travel_Rarely","Sales",7,4,"Marketing",4,"Female",3,2,"Sales Executive",1,"Divorced",4779,7,"No",14,3,2,2,3,3,2,0,2
31,"No","Travel_Rarely","Research & Development",8,5,"Life Sciences",1,"Female",3,4,"Research Director",2,"Single",16422,3,"No",11,3,3,0,3,4,2,1,0
34,"No","Travel_Frequently","Research & Development",1,4,"Other",4,"Male",3,1,"Research Scientist",1,"Divorced",2996,5,"No",14,3,3,2,2,3,3,1,3
31,"Yes","Travel_Rarely","Research & Development",8,3,"Life Sciences",1,"Female",2,1,"Research Scientist",2,"Single",1261,1,"No",12,3,3,0,3,4,0,0,0
27,"No","Travel_Rarely","Research & Development",11,1,"Life Sciences",2,"Male",3,1,"Laboratory Technician",1,"Married",2099,0,"No",14,3,2,0,3,4,0,1,4
36,"No","Travel_Rarely","Research & Development",4,4,"Life Sciences",1,"Male",2,2,"Laboratory Technician",4,"Single",5810,1,"No",16,3,3,0,2,2,4,1,8
36,"No","Travel_Rarely","Sales",16,4,"Marketing",3,"Female",2,2,"Sales Executive",1,"Married",5647,4,"No",13,3,1,2,3,2,2,0,2
47,"No","Travel_Rarely","Research & Development",1,3,"Technical Degree",1,"Male",3,1,"Research Scientist",4,"Married",3420,7,"No",12,3,3,1,2,2,5,1,2
25,"Yes","Travel_Rarely","Sales",9,2,"Life Sciences",1,"Male",2,1,"Sales Representative",1,"Married",4400,3,"No",12,3,1,0,2,3,2,2,2
37,"No","Non-Travel","Research & Development",5,2,"Technical Degree",3,"Male",4,1,"Laboratory Technician",3,"Single",3500,0,"No",14,3,1,0,2,1,5,1,3
56,"No","Travel_Rarely","Research & Development",1,2,"Life Sciences",1,"Female",3,1,"Research Scientist",1,"Married",2066,2,"No",22,4,4,1,3,4,2,1,0
47,"No","Travel_Rarely","Research & Development",2,4,"Medical",1,"Female",3,4,"Research Director",3,"Married",17169,3,"No",19,3,2,2,2,4,17,5,6
24,"No","Travel_Rarely","Sales",4,1,"Medical",4,"Female",3,2,"Sales Executive",3,"Married",4162,1,"Yes",12,3,3,2,3,3,4,0,3
32,"No","Travel_Rarely","Sales",7,5,"Marketing",4,"Male",3,2,"Sales Executive",4,"Married",9204,4,"No",12,3,3,1,3,2,3,0,3
34,"No","Travel_Rarely","Research & Development",1,3,"Life Sciences",4,"Female",2,1,"Laboratory Technician",2,"Married",3294,5,"No",17,3,1,1,2,2,4,0,2
41,"No","Travel_Rarely","Research & Development",5,5,"Medical",2,"Male",4,1,"Research Scientist",3,"Married",2127,2,"Yes",12,3,1,0,5,2,2,0,3
40,"No","Non-Travel","Research & Development",9,4,"Other",3,"Male",3,2,"Laboratory Technician",3,"Divorced",3975,3,"No",11,3,3,2,2,4,7,0,7
31,"No","Travel_Rarely","Sales",8,2,"Life Sciences",1,"Male",3,3,"Sales Executive",4,"Divorced",10793,1,"No",18,3,1,1,5,3,7,9,9
46,"Yes","Travel_Rarely","Sales",9,3,"Marketing",1,"Male",3,3,"Sales Executive",4,"Divorced",10096,4,"No",11,3,1,1,1,4,7,4,3
39,"Yes","Non-Travel","Research & Development",2,3,"Life Sciences",1,"Female",2,1,"Laboratory Technician",1,"Single",3646,2,"Yes",23,4,2,0,2,4,0,0,0
31,"Yes","Travel_Frequently","Research & Development",1,5,"Life Sciences",3,"Female",4,3,"Manufacturing Director",2,"Single",7446,1,"No",11,3,1,0,2,3,8,4,7
45,"No","Travel_Rarely","Research & Development",20,3,"Medical",2,"Male",1,3,"Healthcare Representative",1,"Divorced",10851,2,"Yes",18,3,2,1,2,3,7,0,7
31,"No","Travel_Rarely","Human Resources",8,2,"Medical",4,"Female",4,1,"Human Resources",2,"Single",2109,9,"No",18,3,4,0,3,3,2,0,2
31,"Yes","Travel_Frequently","Research & Development",2,3,"Life Sciences",2,"Male",3,1,"Laboratory Technician",4,"Married",3722,6,"Yes",13,3,3,1,2,1,2,2,2
45,"No","Travel_Rarely","Research & Development",29,3,"Technical Degree",2,"Male",3,3,"Manufacturing Director",4,"Married",9380,4,"Yes",18,3,4,2,4,4,1,1,2
48,"No","Travel_Rarely","Sales",7,3,"Marketing",3,"Male",3,2,"Sales Executive",1,"Divorced",5486,4,"No",11,3,1,3,3,3,2,2,2
34,"Yes","Travel_Rarely","Human Resources",9,4,"Technical Degree",1,"Female",3,1,"Human Resources",3,"Married",2742,1,"No",15,3,4,0,0,3,2,2,2
40,"No","Non-Travel","Research & Development",8,1,"Medical",4,"Male",2,3,"Research Director",2,"Divorced",13757,2,"No",11,3,3,1,5,3,8,4,8
28,"No","Travel_Rarely","Sales",5,3,"Medical",4,"Male",3,2,"Sales Executive",1,"Single",8463,0,"No",18,3,4,0,4,3,4,1,3
44,"No","Non-Travel","Research & Development",5,3,"Life Sciences",3,"Male",2,1,"Laboratory Technician",3,"Single",3162,3,"No",14,3,4,0,5,3,2,0,3
53,"No","Travel_Rarely","Research & Development",2,3,"Medical",4,"Male",4,4,"Research Director",2,"Single",16598,4,"No",12,3,2,0,2,2,8,8,8
49,"No","Travel_Rarely","Research & Development",5,4,"Technical Degree",1,"Male",3,2,"Healthcare Representative",3,"Married",6651,2,"No",14,3,2,1,0,2,2,1,2
40,"No","Travel_Rarely","Research & Development",2,3,"Medical",3,"Male",3,1,"Research Scientist",3,"Divorced",2345,2,"No",14,3,3,1,3,4,1,1,2
44,"No","Travel_Rarely","Research & Development",20,3,"Life Sciences",4,"Male",3,1,"Research Scientist",2,"Single",3420,1,"No",13,3,3,0,3,2,2,1,3
33,"No","Travel_Frequently","Sales",7,3,"Medical",4,"Male",3,2,"Sales Executive",1,"Married",4373,0,"No",14,3,1,2,2,3,3,0,3
34,"No","Travel_Rarely","Sales",3,3,"Other",4,"Male",1,2,"Sales Executive",1,"Single",4759,3,"No",18,3,4,0,2,3,9,3,12
30,"No","Travel_Rarely","Sales",16,1,"Life Sciences",4,"Male",3,2,"Sales Executive",3,"Married",5301,8,"No",15,3,3,2,2,2,1,2,2
42,"No","Travel_Frequently","Research & Development",9,2,"Medical",1,"Female",3,1,"Laboratory Technician",4,"Single",3673,1,"No",13,3,3,0,3,3,9,5,8
44,"No","Travel_Frequently","Sales",1,5,"Marketing",1,"Female",3,2,"Sales Executive",3,"Married",4768,7,"No",12,3,3,1,4,2,0,0,0
30,"No","Non-Travel","Research & Development",7,3,"Technical Degree",3,"Male",3,1,"Research Scientist",3,"Divorced",1274,1,"No",13,3,2,2,2,2,0,0,0
57,"No","Travel_Rarely","Research & Development",1,2,"Life Sciences",2,"Male",4,2,"Research Scientist",3,"Married",4900,0,"No",24,4,1,1,2,2,9,2,8
49,"No","Travel_Rarely","Research & Development",7,4,"Life Sciences",3,"Male",3,3,"Healthcare Representative",2,"Divorced",10466,3,"No",14,3,2,2,3,3,7,0,7
34,"No","Travel_Frequently","Research & Development",15,3,"Medical",2,"Male",3,4,"Research Director",1,"Divorced",17007,7,"No",14,3,4,2,3,2,8,6,9
28,"Yes","Travel_Frequently","Sales",1,3,"Technical Degree",1,"Male",3,1,"Sales Representative",3,"Married",2909,3,"No",15,3,4,1,3,4,2,1,2
29,"Yes","Travel_Frequently","Sales",13,3,"Technical Degree",1,"Female",3,2,"Sales Executive",2,"Single",5765,5,"No",11,3,1,0,4,1,3,0,0
34,"Yes","Travel_Rarely","Sales",24,4,"Medical",1,"Female",2,2,"Sales Executive",2,"Single",4599,0,"Yes",23,4,3,0,2,4,9,10,10
35,"No","Travel_Rarely","Sales",7,1,"Life Sciences",4,"Male",3,1,"Sales Representative",3,"Married",2404,1,"No",13,3,1,1,3,3,0,0,0
24,"Yes","Travel_Frequently","Research & Development",9,3,"Medical",2,"Male",3,1,"Laboratory Technician",1,"Single",3172,2,"Yes",11,3,3,0,2,2,0,0,0
24,"No","Non-Travel","Sales",13,2,"Life Sciences",4,"Female",3,1,"Sales Representative",2,"Married",2033,1,"No",13,3,3,1,2,3,0,0,0
44,"No","Travel_Frequently","Research & Development",2,1,"Medical",2,"Male",3,3,"Manufacturing Director",3,"Single",10209,5,"Yes",18,3,2,0,2,2,2,2,2
29,"No","Travel_Rarely","Sales",19,3,"Life Sciences",3,"Male",2,2,"Sales Executive",3,"Divorced",8620,1,"No",14,3,3,2,3,3,7,0,4
30,"No","Travel_Rarely","Human Resources",1,3,"Life Sciences",3,"Male",3,1,"Human Resources",3,"Divorced",2064,0,"No",21,4,1,1,3,4,3,1,3
55,"No","Travel_Rarely","Research & Development",4,4,"Life Sciences",4,"Male",3,2,"Healthcare Representative",3,"Married",4035,0,"Yes",16,3,2,0,2,3,2,1,2
33,"No","Travel_Rarely","Research & Development",4,4,"Medical",1,"Female",2,1,"Laboratory Technician",2,"Married",3838,8,"No",11,3,4,0,5,3,4,0,2
47,"No","Travel_Rarely","Sales",14,3,"Medical",3,"Female",3,2,"Sales Executive",3,"Married",4591,3,"Yes",17,3,3,1,4,2,4,1,2
28,"Yes","Travel_Frequently","Research & Development",2,2,"Medical",3,"Male",2,1,"Laboratory Technician",1,"Single",2561,7,"No",11,3,3,0,2,2,0,0,0
28,"No","Travel_Rarely","Research & Development",1,3,"Life Sciences",1,"Male",2,1,"Research Scientist",3,"Divorced",1563,1,"No",14,3,4,1,2,1,0,0,0
28,"No","Travel_Frequently","Sales",7,3,"Life Sciences",3,"Male",3,2,"Sales Executive",1,"Single",4898,0,"No",14,3,4,0,5,3,2,1,3
49,"No","Travel_Rarely","Research & Development",3,2,"Medical",3,"Female",2,2,"Laboratory Technician",1,"Married",4789,4,"No",25,4,1,1,3,3,2,1,2
29,"No","Travel_Frequently","Research & Development",2,1,"Life Sciences",4,"Female",3,1,"Laboratory Technician",2,"Married",3180,0,"No",13,3,3,3,3,3,2,0,2
28,"No","Travel_Rarely","Research & Development",29,1,"Life Sciences",3,"Male",1,2,"Manufacturing Director",2,"Married",6549,1,"No",14,3,2,2,2,2,6,1,7
33,"No","Travel_Rarely","Research & Development",8,5,"Life Sciences",4,"Male",3,2,"Healthcare Representative",3,"Single",6388,2,"Yes",17,3,1,0,6,3,0,0,0
32,"No","Travel_Rarely","Research & Development",10,3,"Medical",3,"Male",3,3,"Manager",4,"Single",11244,2,"No",25,4,2,0,5,4,2,0,0
54,"No","Travel_Frequently","Research & Development",11,4,"Medical",2,"Female",3,4,"Manager",4,"Divorced",16032,3,"No",20,4,1,1,2,3,9,1,12
29,"Yes","Travel_Rarely","Research & Development",1,4,"Technical Degree",1,"Male",2,1,"Research Scientist",1,"Single",2362,6,"No",13,3,3,0,2,1,7,0,7
44,"No","Travel_Rarely","Research & Development",28,3,"Life Sciences",4,"Male",3,4,"Research Director",1,"Married",16328,3,"No",13,3,3,1,1,4,6,14,17
39,"No","Travel_Rarely","Research & Development",6,3,"Life Sciences",2,"Female",3,3,"Manufacturing Director",2,"Single",8376,4,"No",18,3,4,0,3,3,0,2,2
46,"No","Travel_Rarely","Sales",3,3,"Life Sciences",3,"Female",3,4,"Manager",2,"Married",16606,8,"No",12,3,4,1,2,4,12,5,1
35,"No","Travel_Rarely","Research & Development",16,3,"Life Sciences",4,"Female",2,3,"Healthcare Representative",2,"Single",8606,1,"No",19,3,4,0,3,1,8,3,3
23,"No","Travel_Rarely","Research & Development",20,1,"Life Sciences",1,"Male",3,2,"Laboratory Technician",3,"Single",2272,0,"No",14,3,2,0,2,3,3,1,2
40,"Yes","Travel_Rarely","Research & Development",9,4,"Life Sciences",4,"Male",3,1,"Laboratory Technician",1,"Single",2018,3,"No",14,3,2,0,3,1,4,1,0
34,"No","Travel_Rarely","Sales",1,3,"Technical Degree",4,"Male",2,3,"Sales Executive",3,"Married",7083,1,"Yes",14,3,4,0,3,3,9,8,6
31,"Yes","Travel_Frequently","Research & Development",3,3,"Life Sciences",4,"Female",3,1,"Research Scientist",3,"Single",4084,1,"No",12,3,1,0,2,1,2,7,7
50,"No","Travel_Frequently","Research & Development",22,5,"Medical",3,"Male",1,4,"Research Director",4,"Single",14411,1,"Yes",13,3,4,0,2,3,6,13,9
34,"No","Travel_Rarely","Sales",7,2,"Technical Degree",2,"Male",3,1,"Sales Representative",3,"Married",2308,0,"Yes",25,4,2,1,4,3,10,5,7
42,"No","Travel_Rarely","Research & Development",2,3,"Medical",3,"Male",2,1,"Laboratory Technician",2,"Married",4841,4,"No",14,3,2,1,3,3,0,0,0
37,"No","Travel_Rarely","Research & Development",13,3,"Medical",1,"Male",3,2,"Research Scientist",4,"Married",4285,1,"No",17,3,1,0,2,3,8,3,7
29,"No","Travel_Rarely","Research & Development",8,1,"Other",3,"Female",1,2,"Healthcare Representative",1,"Married",9715,3,"No",13,3,3,1,3,3,7,0,7
33,"No","Travel_Rarely","Research & Development",25,3,"Life Sciences",4,"Male",2,2,"Manufacturing Director",2,"Single",4320,1,"No",13,3,4,0,2,3,3,0,2
45,"No","Travel_Rarely","Research & Development",28,3,"Technical Degree",4,"Male",3,1,"Research Scientist",4,"Married",2132,4,"No",20,4,4,1,3,3,4,0,3
42,"No","Travel_Frequently","Research & Development",2,3,"Life Sciences",4,"Male",3,3,"Healthcare Representative",4,"Married",10124,2,"Yes",14,3,3,1,3,1,8,13,9
40,"No","Travel_Rarely","Sales",9,2,"Medical",1,"Male",3,2,"Sales Executive",1,"Married",5473,0,"No",12,3,4,0,5,4,4,7,1
33,"No","Travel_Rarely","Research & Development",28,4,"Life Sciences",2,"Male",3,2,"Laboratory Technician",3,"Married",5207,1,"Yes",12,3,2,1,3,3,14,5,7
40,"No","Travel_Rarely","Human Resources",6,2,"Medical",3,"Male",3,4,"Manager",4,"Single",16437,1,"Yes",21,4,4,0,2,3,7,7,7
24,"No","Travel_Rarely","Research & Development",21,2,"Technical Degree",3,"Male",2,1,"Laboratory Technician",1,"Divorced",2296,0,"No",14,3,2,3,3,3,1,0,0
40,"No","Non-Travel","Research & Development",8,2,"Life Sciences",4,"Male",3,2,"Healthcare Representative",4,"Divorced",4069,3,"Yes",18,3,3,0,2,3,2,2,2
45,"No","Travel_Rarely","Research & Development",1,4,"Technical Degree",1,"Male",3,3,"Healthcare Representative",2,"Divorced",7441,1,"No",12,3,1,3,4,3,8,7,7
35,"No","Travel_Rarely","Sales",28,4,"Life Sciences",2,"Female",2,1,"Sales Representative",3,"Married",2430,0,"No",23,4,1,2,5,3,3,4,2
32,"No","Travel_Rarely","Research & Development",5,2,"Life Sciences",4,"Female",2,2,"Research Scientist",2,"Married",5878,3,"No",12,3,1,1,2,3,1,2,5
36,"No","Travel_Rarely","Sales",2,4,"Life Sciences",3,"Male",3,1,"Sales Representative",4,"Single",2644,3,"Yes",21,4,4,0,3,2,2,1,2
48,"No","Travel_Rarely","Sales",16,4,"Life Sciences",3,"Female",3,2,"Sales Executive",3,"Divorced",6439,8,"No",14,3,3,1,2,3,7,7,7
29,"No","Travel_Rarely","Research & Development",9,3,"Life Sciences",3,"Male",4,1,"Research Scientist",3,"Married",2451,6,"No",18,3,1,2,2,2,0,0,0
33,"No","Travel_Rarely","Sales",8,4,"Life Sciences",1,"Male",3,2,"Sales Executive",1,"Married",6392,2,"No",13,3,4,1,6,1,2,2,2
30,"Yes","Travel_Rarely","Sales",1,3,"Life Sciences",2,"Male",2,2,"Sales Executive",1,"Married",9714,1,"No",11,3,4,1,4,3,8,6,7
38,"No","Travel_Frequently","Human Resources",10,4,"Human Resources",3,"Male",3,2,"Human Resources",3,"Married",6077,3,"No",11,3,3,0,2,3,3,1,2
35,"No","Travel_Rarely","Research & Development",1,3,"Medical",4,"Male",2,1,"Laboratory Technician",1,"Single",2450,1,"No",19,3,2,0,3,3,0,1,2
30,"No","Travel_Rarely","Sales",29,4,"Technical Degree",3,"Male",3,3,"Sales Executive",2,"Married",9250,3,"No",12,3,2,1,3,3,2,1,3
35,"Yes","Travel_Rarely","Research & Development",2,3,"Life Sciences",1,"Female",3,1,"Laboratory Technician",1,"Divorced",2074,1,"Yes",12,3,4,1,2,3,0,0,0
53,"Yes","Travel_Rarely","Research & Development",2,5,"Technical Degree",3,"Female",2,3,"Manufacturing Director",4,"Married",10169,0,"No",16,3,2,1,4,3,7,1,9
38,"Yes","Travel_Rarely","Research & Development",2,3,"Medical",3,"Male",3,2,"Manufacturing Director",2,"Married",4855,4,"No",11,3,1,2,2,3,2,1,4
32,"No","Non-Travel","Research & Development",1,4,"Technical Degree",4,"Male",3,2,"Research Scientist",1,"Married",4087,4,"No",14,3,2,1,3,2,5,1,2
48,"No","Travel_Rarely","Research & Development",15,4,"Other",3,"Female",3,1,"Research Scientist",1,"Married",2367,8,"No",12,3,4,1,3,2,2,7,6
34,"No","Travel_Rarely","Research & Development",7,4,"Medical",1,"Male",3,1,"Research Scientist",4,"Single",2972,1,"No",13,3,3,0,4,1,0,0,0
55,"No","Travel_Rarely","Sales",26,5,"Marketing",3,"Male",2,5,"Manager",4,"Married",19586,1,"No",21,4,3,1,3,3,6,2,13
34,"No","Travel_Rarely","Research & Development",1,4,"Life Sciences",2,"Male",3,2,"Research Scientist",4,"Married",5484,9,"No",17,3,2,1,3,2,2,2,1
26,"No","Travel_Rarely","Research & Development",3,3,"Life Sciences",1,"Female",3,1,"Research Scientist",4,"Married",2061,1,"No",21,4,1,0,5,3,0,0,0
38,"No","Travel_Rarely","Sales",14,3,"Life Sciences",3,"Male",3,2,"Sales Executive",2,"Married",9924,0,"No",11,3,4,1,3,3,8,7,7
38,"No","Travel_Rarely","Sales",16,3,"Life Sciences",2,"Female",3,2,"Sales Executive",2,"Single",4198,2,"No",12,3,2,0,5,4,2,1,2
36,"No","Travel_Rarely","Sales",1,4,"Life Sciences",2,"Female",3,2,"Sales Executive",3,"Single",6815,6,"No",13,3,1,0,5,3,0,0,0
29,"No","Travel_Rarely","Research & Development",3,1,"Medical",2,"Male",3,1,"Laboratory Technician",1,"Single",4723,1,"Yes",18,3,4,0,3,3,9,1,5
35,"No","Travel_Rarely","Research & Development",10,4,"Medical",1,"Female",3,2,"Healthcare Representative",3,"Single",6142,3,"Yes",16,3,3,0,4,3,2,0,4
39,"No","Travel_Rarely","Sales",6,3,"Medical",4,"Male",4,3,"Sales Executive",3,"Married",8237,2,"No",11,3,1,1,3,3,6,7,6
29,"No","Travel_Frequently","Research & Development",2,1,"Life Sciences",1,"Male",3,2,"Healthcare Representative",4,"Divorced",8853,1,"No",19,3,4,1,0,4,4,1,3
50,"No","Travel_Rarely","Sales",9,3,"Marketing",3,"Male",3,5,"Manager",3,"Married",19331,4,"Yes",16,3,3,1,2,3,0,0,0
23,"No","Travel_Rarely","Research & Development",10,3,"Technical Degree",4,"Male",4,1,"Research Scientist",3,"Married",2073,2,"No",16,3,4,1,2,3,2,2,2
36,"No","Travel_Frequently","Research & Development",6,4,"Life Sciences",1,"Male",4,2,"Laboratory Technician",1,"Married",5562,3,"Yes",13,3,4,1,3,3,2,0,2
42,"No","Travel_Rarely","Research & Development",9,2,"Other",4,"Male",2,5,"Manager",4,"Single",19613,8,"No",22,4,4,0,2,3,0,0,1
35,"No","Travel_Rarely","Research & Development",28,3,"Life Sciences",2,"Male",4,2,"Laboratory Technician",3,"Married",3407,1,"No",17,3,4,2,3,2,9,6,8
34,"No","Travel_Frequently","Research & Development",10,4,"Technical Degree",4,"Male",2,2,"Healthcare Representative",3,"Married",5063,1,"No",14,3,2,1,3,2,2,7,7
40,"No","Travel_Rarely","Sales",14,2,"Life Sciences",4,"Female",3,2,"Sales Executive",1,"Married",4639,1,"No",15,3,3,1,2,3,4,1,2
43,"No","Travel_Rarely","Research & Development",27,3,"Technical Degree",4,"Male",4,1,"Laboratory Technician",2,"Divorced",4876,5,"No",12,3,3,1,0,3,4,0,2
35,"No","Travel_Rarely","Research & Development",7,2,"Life Sciences",3,"Male",2,1,"Laboratory Technician",4,"Married",2690,1,"No",18,3,4,1,5,2,0,0,1
46,"No","Travel_Rarely","Sales",1,4,"Life Sciences",4,"Male",4,4,"Manager",1,"Single",17567,1,"No",15,3,2,0,5,1,0,0,12
28,"Yes","Travel_Rarely","Research & Development",24,3,"Medical",3,"Male",3,1,"Laboratory Technician",2,"Married",2408,1,"Yes",17,3,3,3,3,3,1,0,0
22,"No","Non-Travel","Research & Development",26,2,"Other",2,"Female",2,1,"Research Scientist",3,"Married",2814,1,"Yes",14,3,2,0,2,2,2,1,3
50,"No","Travel_Frequently","Research & Development",20,5,"Medical",2,"Male",3,4,"Healthcare Representative",3,"Married",11245,2,"Yes",15,3,3,1,3,3,8,12,13
32,"No","Travel_Rarely","Research & Development",5,4,"Other",2,"Female",4,1,"Research Scientist",4,"Married",3312,3,"No",17,3,4,2,3,3,2,0,2
44,"No","Travel_Rarely","Research & Development",7,3,"Medical",2,"Female",3,5,"Research Director",4,"Divorced",19049,0,"Yes",14,3,4,1,4,2,7,1,10
30,"No","Travel_Rarely","Research & Development",7,3,"Medical",2,"Male",2,1,"Research Scientist",2,"Married",2141,1,"No",12,3,2,1,3,2,4,1,1
45,"No","Travel_Rarely","Research & Development",5,5,"Medical",3,"Female",1,2,"Laboratory Technician",1,"Single",5769,1,"Yes",14,3,1,0,3,3,7,1,4
45,"No","Non-Travel","Sales",26,3,"Marketing",1,"Male",2,2,"Sales Executive",1,"Married",4385,1,"No",15,3,1,1,2,3,7,4,5
31,"No","Travel_Frequently","Sales",2,4,"Other",4,"Male",3,2,"Sales Executive",1,"Single",5332,7,"No",13,3,4,0,3,3,2,0,3
36,"No","Travel_Rarely","Research & Development",12,4,"Life Sciences",3,"Female",3,2,"Manufacturing Director",3,"Married",4663,9,"Yes",12,3,2,2,2,3,2,1,1
34,"No","Travel_Frequently","Research & Development",10,4,"Life Sciences",3,"Male",4,2,"Manufacturing Director",4,"Divorced",4724,1,"No",13,3,1,1,3,3,7,7,2
49,"No","Travel_Rarely","Research & Development",25,4,"Life Sciences",3,"Female",3,1,"Laboratory Technician",1,"Married",3211,1,"No",14,3,4,1,3,2,6,1,4
39,"No","Travel_Rarely","Research & Development",10,5,"Medical",2,"Male",3,2,"Manufacturing Director",1,"Married",5377,2,"No",13,3,4,3,3,3,7,7,7
27,"No","Travel_Rarely","Research & Development",19,3,"Other",4,"Male",2,1,"Laboratory Technician",1,"Divorced",4066,1,"No",11,3,1,2,3,3,7,0,7
35,"No","Travel_Rarely","Research & Development",18,5,"Life Sciences",2,"Male",4,2,"Research Scientist",1,"Married",5208,1,"No",11,3,4,0,2,3,15,1,10
28,"No","Travel_Rarely","Research & Development",27,3,"Medical",2,"Female",1,2,"Manufacturing Director",1,"Divorced",4877,0,"No",21,4,2,1,5,2,3,0,0
21,"No","Travel_Rarely","Research & Development",5,1,"Medical",3,"Male",3,1,"Research Scientist",4,"Single",3117,1,"No",18,3,3,0,2,3,2,2,2
18,"Yes","Travel_Frequently","Sales",3,2,"Medical",2,"Female",3,1,"Sales Representative",4,"Single",1569,1,"Yes",12,3,3,0,2,4,0,0,0
47,"No","Travel_Rarely","Human Resources",26,4,"Life Sciences",4,"Female",3,5,"Manager",3,"Married",19658,3,"No",11,3,3,1,2,3,2,1,0
39,"No","Travel_Rarely","Research & Development",3,2,"Medical",3,"Male",2,2,"Laboratory Technician",3,"Divorced",3069,0,"No",15,3,4,1,3,3,8,0,7
40,"No","Travel_Rarely","Research & Development",15,3,"Life Sciences",1,"Female",2,3,"Manufacturing Director",3,"Married",10435,1,"No",13,3,4,2,2,3,15,14,12
35,"No","Non-Travel","Research & Development",8,4,"Life Sciences",3,"Female",3,2,"Healthcare Representative",3,"Married",4148,1,"No",12,3,4,1,5,3,11,2,9
37,"No","Travel_Rarely","Research & Development",19,3,"Life Sciences",3,"Male",3,2,"Manufacturing Director",3,"Married",5768,3,"No",17,3,1,3,2,2,3,0,2
39,"No","Travel_Frequently","Research & Development",4,3,"Medical",1,"Female",3,2,"Manufacturing Director",3,"Single",5042,0,"No",13,3,4,0,2,1,2,3,8
45,"No","Travel_Rarely","Research & Development",2,2,"Other",4,"Female",2,2,"Manufacturing Director",4,"Divorced",5770,1,"No",19,3,1,2,3,3,7,3,9
38,"No","Travel_Rarely","Research & Development",2,2,"Medical",4,"Female",2,3,"Manufacturing Director",3,"Married",7756,3,"Yes",19,3,4,1,6,4,4,0,2
35,"Yes","Travel_Rarely","Sales",10,3,"Medical",4,"Male",2,3,"Sales Executive",1,"Married",10306,9,"No",17,3,3,0,3,3,12,6,0
37,"No","Travel_Rarely","Research & Development",10,3,"Medical",2,"Female",3,1,"Research Scientist",2,"Married",3936,1,"No",11,3,1,1,2,1,4,7,7
40,"No","Travel_Rarely","Research & Development",16,3,"Life Sciences",3,"Female",3,3,"Manufacturing Director",4,"Single",7945,6,"Yes",15,3,4,0,2,2,2,3,3
44,"No","Travel_Frequently","Human Resources",1,5,"Human Resources",1,"Male",3,2,"Human Resources",4,"Married",5743,4,"Yes",11,3,3,0,3,3,7,0,2
48,"No","Travel_Frequently","Research & Development",4,5,"Medical",3,"Male",2,4,"Manager",4,"Married",15202,2,"No",25,4,2,1,3,3,2,2,2
35,"Yes","Travel_Rarely","Sales",15,2,"Medical",1,"Male",1,2,"Sales Executive",4,"Divorced",5440,6,"Yes",14,3,4,2,2,2,2,2,2
24,"No","Travel_Frequently","Research & Development",2,1,"Technical Degree",1,"Female",3,1,"Research Scientist",4,"Single",3760,1,"Yes",13,3,3,0,2,3,3,1,3
27,"No","Travel_Rarely","Research & Development",8,3,"Medical",2,"Female",4,1,"Research Scientist",3,"Married",3517,7,"No",17,3,1,0,0,3,2,0,2
27,"No","Travel_Frequently","Research & Development",2,3,"Medical",4,"Male",3,1,"Research Scientist",4,"Single",2580,2,"No",13,3,3,0,0,2,2,1,2
40,"Yes","Travel_Rarely","Research & Development",7,3,"Life Sciences",1,"Male",3,1,"Laboratory Technician",1,"Single",2166,3,"Yes",14,3,2,0,3,1,2,0,3
29,"No","Travel_Rarely","Sales",10,3,"Medical",3,"Male",2,2,"Sales Executive",3,"Single",5869,9,"No",11,3,3,0,2,3,2,1,4
36,"No","Travel_Rarely","Research & Development",5,4,"Life Sciences",2,"Female",3,3,"Healthcare Representative",1,"Married",8008,4,"No",12,3,3,2,6,3,2,0,2
25,"No","Travel_Frequently","Research & Development",2,1,"Life Sciences",4,"Male",4,2,"Manufacturing Director",3,"Divorced",5206,1,"No",17,3,3,2,6,3,7,0,7
39,"No","Travel_Rarely","Research & Development",12,3,"Medical",4,"Male",3,2,"Manufacturing Director",2,"Married",5295,4,"No",21,4,3,0,3,3,4,1,0
49,"No","Travel_Rarely","Research & Development",22,4,"Other",1,"Female",3,4,"Research Director",2,"Married",16413,3,"No",16,3,2,2,2,3,2,1,2
50,"No","Travel_Rarely","Research & Development",17,5,"Life Sciences",4,"Female",2,3,"Research Director",1,"Divorced",13269,5,"No",15,3,3,3,3,3,11,1,11
20,"No","Travel_Rarely","Sales",2,3,"Medical",3,"Female",3,1,"Sales Representative",3,"Single",2783,1,"No",19,3,1,0,3,3,2,2,2
34,"No","Travel_Rarely","Research & Development",3,3,"Life Sciences",4,"Female",3,2,"Research Scientist",2,"Divorced",5433,1,"No",12,3,3,1,2,3,8,7,9
36,"No","Travel_Rarely","Research & Development",7,3,"Life Sciences",1,"Male",3,1,"Laboratory Technician",2,"Single",2013,2,"No",11,3,3,0,4,3,3,1,3
49,"No","Travel_Rarely","Research & Development",6,1,"Life Sciences",3,"Female",2,4,"Healthcare Representative",3,"Married",13966,2,"Yes",19,3,2,1,3,3,11,2,12
36,"No","Non-Travel","Research & Development",1,4,"Medical",4,"Female",2,2,"Manufacturing Director",3,"Married",4374,0,"No",15,3,3,0,6,3,2,1,2
36,"No","Travel_Rarely","Research & Development",3,2,"Life Sciences",4,"Male",4,2,"Healthcare Representative",1,"Divorced",6842,6,"No",20,4,1,1,3,3,4,0,4
54,"No","Travel_Rarely","Research & Development",22,5,"Medical",2,"Female",3,4,"Manager",3,"Married",17426,3,"No",25,4,3,1,6,3,8,4,7
43,"No","Travel_Rarely","Research & Development",15,2,"Life Sciences",3,"Male",2,4,"Research Director",3,"Married",17603,1,"No",24,4,1,1,3,3,10,6,11
35,"Yes","Travel_Frequently","Sales",12,4,"Other",4,"Male",3,2,"Sales Executive",4,"Single",4581,3,"Yes",24,4,1,0,2,4,9,6,7
38,"No","Travel_Frequently","Research & Development",1,3,"Life Sciences",4,"Male",3,2,"Research Scientist",4,"Married",4735,7,"No",15,3,4,2,4,4,11,2,9
29,"No","Travel_Rarely","Sales",5,3,"Medical",1,"Male",2,2,"Sales Executive",2,"Divorced",4187,1,"Yes",13,3,2,1,3,2,0,0,9
33,"No","Travel_Rarely","Sales",2,4,"Medical",4,"Male",3,2,"Sales Executive",4,"Divorced",5505,1,"No",14,3,3,2,5,3,2,0,4
32,"No","Travel_Rarely","Research & Development",2,3,"Medical",4,"Male",3,2,"Research Scientist",2,"Divorced",5470,0,"No",13,3,3,2,4,2,5,1,6
31,"No","Travel_Rarely","Sales",5,4,"Life Sciences",1,"Female",3,2,"Sales Executive",4,"Married",5476,1,"No",11,3,1,2,2,3,0,0,2
49,"No","Travel_Rarely","Research & Development",16,3,"Medical",4,"Female",3,1,"Laboratory Technician",1,"Divorced",2587,4,"Yes",16,3,2,1,2,2,2,2,2
38,"No","Travel_Frequently","Research & Development",2,3,"Medical",4,"Female",2,1,"Laboratory Technician",2,"Single",2440,1,"No",22,4,2,0,3,3,3,3,3
47,"No","Travel_Rarely","Sales",2,4,"Life Sciences",2,"Female",4,4,"Manager",2,"Divorced",15972,6,"No",14,3,3,3,2,3,2,1,2
49,"No","Travel_Rarely","Research & Development",1,3,"Life Sciences",3,"Male",3,4,"Manager",3,"Single",15379,4,"No",14,3,1,0,2,3,7,0,0
41,"No","Travel_Rarely","Sales",23,2,"Life Sciences",4,"Male",3,3,"Sales Executive",3,"Single",7082,3,"Yes",16,3,4,0,2,3,0,0,2
20,"No","Travel_Rarely","Sales",9,1,"Life Sciences",4,"Male",3,1,"Sales Representative",1,"Single",2728,1,"No",11,3,1,0,3,3,2,0,2
33,"No","Non-Travel","Sales",16,3,"Life Sciences",3,"Female",3,2,"Sales Executive",4,"Divorced",5368,1,"Yes",25,4,3,1,2,3,5,1,2
36,"No","Travel_Rarely","Research & Development",26,4,"Life Sciences",1,"Male",3,2,"Healthcare Representative",3,"Married",5347,6,"No",14,3,2,2,2,2,2,0,2
44,"No","Travel_Rarely","Human Resources",1,3,"Life Sciences",3,"Female",3,1,"Human Resources",4,"Divorced",3195,4,"Yes",18,3,1,3,2,3,2,2,2
23,"Yes","Travel_Rarely","Research & Development",8,1,"Medical",4,"Male",2,1,"Laboratory Technician",3,"Single",3989,1,"Yes",11,3,1,0,2,3,4,1,2
38,"No","Travel_Rarely","Research & Development",4,2,"Medical",4,"Female",3,1,"Laboratory Technician",3,"Married",3306,7,"No",19,3,4,1,5,2,0,0,0
53,"No","Travel_Rarely","Research & Development",24,4,"Medical",2,"Male",4,3,"Healthcare Representative",4,"Married",7005,3,"No",15,3,3,0,2,3,3,1,2
48,"Yes","Travel_Frequently","Sales",7,2,"Medical",4,"Female",3,1,"Sales Representative",3,"Married",2655,2,"Yes",11,3,3,2,3,3,7,7,7
32,"Yes","Travel_Rarely","Research & Development",2,4,"Life Sciences",4,"Male",3,1,"Laboratory Technician",2,"Single",1393,1,"No",12,3,1,0,2,3,0,0,0
26,"No","Non-Travel","Research & Development",7,3,"Medical",4,"Male",3,1,"Laboratory Technician",4,"Single",2570,1,"No",20,4,3,0,5,3,7,5,7
55,"No","Travel_Rarely","Research & Development",22,3,"Technical Degree",1,"Male",2,1,"Research Scientist",2,"Divorced",3537,5,"No",12,3,4,1,1,3,2,1,2
34,"No","Travel_Rarely","Research & Development",5,2,"Medical",2,"Male",2,2,"Laboratory Technician",4,"Married",3986,1,"No",14,3,3,1,3,4,10,4,13
60,"No","Travel_Rarely","Research & Development",1,4,"Medical",3,"Male",1,3,"Healthcare Representative",4,"Divorced",10883,3,"No",20,4,3,1,2,4,0,0,0
33,"No","Travel_Rarely","Research & Development",21,3,"Medical",2,"Male",4,1,"Laboratory Technician",2,"Married",2028,1,"No",18,3,4,3,6,3,11,2,13
37,"No","Travel_Frequently","Sales",1,4,"Medical",3,"Male",1,2,"Sales Executive",4,"Divorced",9525,1,"No",14,3,3,2,2,2,3,1,3
34,"No","Travel_Rarely","Research & Development",19,3,"Life Sciences",2,"Female",2,1,"Research Scientist",4,"Married",2929,1,"No",12,3,2,0,3,3,9,8,7
23,"Yes","Travel_Rarely","Sales",7,3,"Life Sciences",3,"Male",3,1,"Sales Representative",4,"Divorced",2275,1,"Yes",21,4,2,1,2,3,2,0,2
44,"No","Travel_Rarely","Research & Development",2,3,"Life Sciences",3,"Female",4,3,"Healthcare Representative",4,"Married",7879,1,"Yes",19,3,2,1,2,3,7,6,7
35,"No","Travel_Frequently","Research & Development",2,4,"Medical",1,"Male",2,1,"Research Scientist",4,"Single",4930,0,"Yes",14,3,3,0,2,4,4,1,4
43,"No","Travel_Rarely","Sales",2,3,"Medical",4,"Male",3,2,"Sales Executive",4,"Married",7847,1,"Yes",17,3,1,1,3,3,9,8,8
24,"No","Travel_Rarely","Research & Development",9,3,"Medical",3,"Male",4,1,"Research Scientist",3,"Married",4401,1,"No",16,3,4,1,1,3,3,0,4
41,"No","Travel_Rarely","Sales",6,3,"Marketing",4,"Male",3,3,"Sales Executive",3,"Single",9241,1,"No",12,3,2,0,3,3,8,8,7
29,"No","Travel_Rarely","Research & Development",9,4,"Medical",4,"Female",3,1,"Laboratory Technician",3,"Married",2974,9,"No",17,3,3,1,2,3,3,1,2
36,"No","Travel_Rarely","Sales",2,4,"Life Sciences",3,"Female",3,2,"Sales Representative",4,"Single",4502,3,"No",15,3,3,0,2,2,7,6,7
45,"No","Non-Travel","Research & Development",1,1,"Life Sciences",3,"Male",2,3,"Healthcare Representative",3,"Married",10748,3,"No",23,4,4,1,3,2,15,14,4
24,"Yes","Travel_Rarely","Human Resources",22,1,"Human Resources",4,"Male",1,1,"Human Resources",3,"Married",1555,1,"No",11,3,3,1,2,3,0,0,0
47,"Yes","Travel_Frequently","Sales",9,3,"Life Sciences",3,"Male",1,4,"Sales Executive",3,"Married",12936,7,"No",11,3,3,0,3,1,5,14,10
26,"No","Travel_Rarely","Research & Development",17,4,"Medical",4,"Male",1,1,"Laboratory Technician",3,"Married",2305,1,"No",15,3,3,3,3,4,2,0,2
45,"No","Travel_Rarely","Research & Development",28,2,"Technical Degree",4,"Female",2,4,"Research Director",2,"Single",16704,1,"No",11,3,3,0,2,3,6,8,6
32,"No","Travel_Frequently","Research & Development",10,3,"Life Sciences",1,"Male",3,1,"Research Scientist",3,"Married",3433,6,"No",13,3,1,1,3,2,2,1,3
31,"No","Travel_Rarely","Research & Development",2,4,"Life Sciences",2,"Male",3,1,"Laboratory Technician",3,"Married",3477,1,"No",14,3,4,1,2,4,2,0,3
41,"No","Non-Travel","Human Resources",4,3,"Human Resources",3,"Male",1,2,"Human Resources",2,"Married",6430,6,"No",19,3,2,1,4,3,2,1,2
40,"No","Travel_Rarely","Research & Development",8,2,"Life Sciences",2,"Female",3,2,"Manufacturing Director",1,"Married",6516,2,"Yes",16,3,2,1,3,3,0,0,0
24,"No","Travel_Rarely","Research & Development",29,1,"Medical",2,"Male",3,1,"Laboratory Technician",1,"Divorced",3907,1,"No",13,3,2,3,2,4,2,1,2
46,"No","Travel_Rarely","Research & Development",13,4,"Life Sciences",3,"Male",3,2,"Healthcare Representative",2,"Single",5562,6,"No",14,3,4,0,3,3,7,0,9
35,"No","Travel_Rarely","Research & Development",27,4,"Life Sciences",4,"Male",3,2,"Manufacturing Director",3,"Married",6883,2,"No",16,3,2,1,3,3,7,0,7
30,"No","Travel_Rarely","Research & Development",16,1,"Life Sciences",2,"Male",3,1,"Research Scientist",4,"Married",2862,1,"No",12,3,2,1,2,2,0,0,8
47,"No","Non-Travel","Sales",2,4,"Marketing",3,"Male",3,2,"Sales Executive",2,"Married",4978,7,"No",11,3,4,1,3,1,0,0,0
46,"No","Travel_Rarely","Sales",2,3,"Life Sciences",3,"Male",3,3,"Sales Executive",4,"Divorced",10368,4,"Yes",12,3,2,1,5,2,6,0,3
36,"Yes","Travel_Rarely","Sales",13,5,"Marketing",2,"Male",2,2,"Sales Executive",1,"Divorced",6134,5,"Yes",13,3,2,3,3,3,2,2,2
32,"Yes","Travel_Rarely","Sales",1,2,"Life Sciences",1,"Male",1,2,"Sales Executive",2,"Single",6735,6,"No",15,3,2,0,2,3,0,0,0
23,"No","Travel_Rarely","Research & Development",4,1,"Medical",3,"Female",3,1,"Laboratory Technician",2,"Single",3295,1,"No",13,3,3,0,3,1,2,1,2
31,"No","Travel_Frequently","Research & Development",24,1,"Technical Degree",4,"Female",3,2,"Manufacturing Director",4,"Single",5238,2,"No",20,4,4,0,3,2,4,1,4
39,"No","Non-Travel","Research & Development",1,3,"Life Sciences",4,"Male",3,2,"Laboratory Technician",4,"Married",6472,1,"Yes",15,3,4,1,2,3,8,5,8
32,"No","Travel_Rarely","Sales",19,3,"Life Sciences",4,"Male",1,3,"Sales Executive",3,"Married",9610,3,"No",13,3,3,1,2,1,3,0,2
40,"No","Travel_Rarely","Sales",7,4,"Medical",2,"Male",3,5,"Manager",2,"Single",19833,1,"No",14,3,2,0,3,2,8,12,8
45,"No","Travel_Rarely","Human Resources",4,3,"Life Sciences",3,"Female",1,3,"Human Resources",3,"Married",9756,4,"No",21,4,3,2,2,4,0,0,3
30,"No","Travel_Frequently","Research & Development",2,4,"Technical Degree",4,"Female",2,1,"Research Scientist",1,"Single",4968,0,"No",16,3,4,0,2,3,7,0,7
24,"No","Travel_Frequently","Human Resources",10,3,"Medical",1,"Male",3,1,"Human Resources",4,"Married",2145,0,"No",14,3,4,1,2,3,2,2,1
30,"Yes","Travel_Frequently","Human Resources",8,3,"Human Resources",3,"Female",2,1,"Human Resources",4,"Divorced",2180,6,"No",11,3,3,1,0,2,2,1,2
31,"No","Travel_Rarely","Sales",5,3,"Technical Degree",1,"Male",3,2,"Sales Executive",3,"Married",8346,1,"No",19,3,3,1,3,3,2,0,2
27,"No","Travel_Rarely","Research & Development",8,3,"Medical",3,"Female",3,1,"Research Scientist",4,"Single",3445,1,"No",11,3,3,0,5,2,2,1,4
29,"Yes","Travel_Rarely","Sales",9,3,"Marketing",2,"Female",1,1,"Sales Representative",2,"Single",2760,1,"No",13,3,3,0,3,3,2,2,2
29,"No","Travel_Frequently","Research & Development",1,3,"Life Sciences",4,"Male",4,2,"Healthcare Representative",3,"Single",6294,8,"Yes",12,3,4,0,5,4,2,0,2
30,"No","Travel_Rarely","Sales",15,2,"Marketing",3,"Male",2,3,"Sales Executive",1,"Divorced",7140,2,"No",11,3,1,1,2,3,7,1,7
34,"No","Travel_Rarely","Research & Development",2,4,"Medical",4,"Male",4,1,"Research Scientist",4,"Married",2932,0,"Yes",14,3,1,3,3,3,0,1,2
33,"No","Non-Travel","Sales",2,3,"Marketing",4,"Female",3,2,"Sales Executive",2,"Single",5147,8,"No",15,3,4,0,2,2,7,1,7
49,"No","Travel_Rarely","Sales",11,4,"Marketing",4,"Female",3,2,"Sales Executive",4,"Single",4507,3,"No",12,3,3,0,1,4,1,0,4
33,"Yes","Travel_Rarely","Sales",16,3,"Life Sciences",1,"Female",3,3,"Sales Executive",1,"Single",8564,2,"Yes",20,4,3,0,2,2,0,0,0
38,"No","Travel_Frequently","Research & Development",2,2,"Medical",3,"Female",2,1,"Laboratory Technician",2,"Married",2468,4,"No",14,3,2,1,4,2,1,0,5
31,"Yes","Travel_Rarely","Sales",16,4,"Marketing",1,"Male",3,3,"Sales Executive",3,"Married",8161,2,"No",13,3,1,3,2,3,0,0,0
29,"No","Travel_Rarely","Research & Development",4,3,"Technical Degree",4,"Female",2,1,"Research Scientist",1,"Divorced",2109,1,"No",13,3,3,1,2,3,0,0,0
30,"No","Travel_Rarely","Research & Development",16,3,"Life Sciences",3,"Male",4,2,"Healthcare Representative",3,"Married",5294,3,"No",16,3,3,1,3,3,0,1,7
32,"No","Non-Travel","Research & Development",5,4,"Technical Degree",2,"Male",3,1,"Research Scientist",2,"Single",2718,2,"No",14,3,2,0,3,3,7,0,7
38,"No","Travel_Rarely","Research & Development",18,3,"Medical",2,"Male",1,2,"Healthcare Representative",4,"Married",5811,3,"Yes",16,3,3,1,2,3,0,1,0
43,"Yes","Travel_Frequently","Research & Development",17,3,"Technical Degree",3,"Male",2,1,"Research Scientist",3,"Married",2437,9,"Yes",16,3,4,1,4,3,0,0,0
42,"No","Travel_Rarely","Research & Development",12,3,"Medical",2,"Male",3,1,"Laboratory Technician",2,"Divorced",2766,8,"No",22,4,2,3,6,2,3,0,4
55,"No","Travel_Rarely","Research & Development",2,3,"Medical",3,"Male",2,5,"Research Director",1,"Married",19038,8,"No",12,3,2,3,2,3,0,0,0
33,"No","Non-Travel","Research & Development",4,3,"Technical Degree",4,"Male",3,2,"Research Scientist",2,"Divorced",3055,5,"No",15,3,4,2,2,2,8,1,7
41,"No","Travel_Rarely","Research & Development",9,4,"Life Sciences",3,"Male",3,1,"Laboratory Technician",1,"Divorced",2289,1,"No",20,4,2,2,2,3,3,0,4
34,"No","Non-Travel","Sales",10,3,"Life Sciences",4,"Male",3,2,"Sales Executive",3,"Divorced",4001,1,"Yes",14,3,3,1,3,3,14,0,7
53,"No","Non-Travel","Research & Development",1,4,"Medical",1,"Female",2,4,"Manufacturing Director",3,"Married",12965,4,"Yes",20,4,4,3,2,2,2,0,2
43,"No","Travel_Rarely","Human Resources",2,3,"Life Sciences",2,"Male",3,1,"Human Resources",4,"Single",3539,0,"No",13,3,2,0,5,3,7,1,8
34,"No","Travel_Rarely","Sales",3,2,"Life Sciences",4,"Female",1,2,"Sales Executive",4,"Single",6029,5,"No",12,3,1,0,3,3,2,2,2
21,"Yes","Travel_Rarely","Sales",7,1,"Marketing",2,"Male",3,1,"Sales Representative",2,"Single",2679,1,"No",13,3,2,0,3,3,0,1,0
38,"No","Travel_Rarely","Research & Development",6,2,"Other",4,"Female",2,1,"Laboratory Technician",3,"Married",3702,1,"No",11,3,2,1,3,3,4,0,4
22,"Yes","Travel_Rarely","Research & Development",8,1,"Medical",3,"Female",3,1,"Laboratory Technician",1,"Married",2398,1,"Yes",17,3,3,0,6,3,0,0,0
31,"No","Travel_Rarely","Sales",29,4,"Marketing",1,"Female",2,2,"Sales Executive",4,"Married",5468,1,"No",14,3,1,2,3,3,7,5,7
51,"No","Travel_Rarely","Research & Development",3,3,"Technical Degree",1,"Female",3,3,"Manager",3,"Married",13116,2,"No",11,3,4,0,2,3,2,2,2
37,"No","Travel_Rarely","Sales",9,2,"Marketing",2,"Male",2,2,"Sales Executive",2,"Married",4189,1,"No",14,3,1,2,2,3,2,0,3
46,"No","Travel_Rarely","Research & Development",2,4,"Medical",3,"Male",3,5,"Research Director",4,"Divorced",19328,7,"Yes",17,3,3,1,3,3,1,2,2
36,"No","Travel_Rarely","Research & Development",10,3,"Life Sciences",4,"Male",3,3,"Healthcare Representative",1,"Married",8321,7,"Yes",13,3,4,1,1,3,8,5,7
44,"Yes","Travel_Frequently","Research & Development",1,2,"Medical",3,"Male",3,1,"Research Scientist",2,"Divorced",2342,1,"Yes",12,3,3,3,2,2,3,2,3
37,"No","Travel_Rarely","Human Resources",8,2,"Other",3,"Male",3,2,"Human Resources",2,"Divorced",4071,2,"No",13,3,3,0,4,2,0,4,7
35,"Yes","Travel_Rarely","Sales",27,3,"Life Sciences",3,"Male",3,2,"Sales Executive",4,"Single",5813,1,"Yes",18,3,4,0,2,3,7,7,7
33,"No","Travel_Rarely","Research & Development",8,4,"Life Sciences",4,"Male",4,1,"Research Scientist",1,"Married",3143,6,"No",19,3,2,1,1,3,8,7,6
28,"No","Travel_Rarely","Research & Development",1,3,"Life Sciences",3,"Male",3,1,"Research Scientist",4,"Married",2044,1,"No",11,3,3,1,6,4,3,0,3
39,"No","Travel_Rarely","Research & Development",10,1,"Medical",3,"Male",3,3,"Research Director",3,"Single",13464,7,"No",21,4,3,0,3,3,3,2,2
46,"No","Non-Travel","Sales",26,2,"Life Sciences",2,"Male",2,2,"Sales Executive",2,"Single",7991,8,"No",15,3,3,0,3,3,2,2,2
40,"No","Travel_Rarely","Research & Development",2,2,"Life Sciences",3,"Female",3,1,"Laboratory Technician",1,"Married",3377,4,"No",17,3,4,1,5,2,3,0,2
42,"No","Travel_Rarely","Research & Development",13,3,"Medical",2,"Male",4,2,"Healthcare Representative",1,"Married",5538,5,"No",18,3,3,2,2,2,0,0,0
35,"No","Non-Travel","Research & Development",2,2,"Medical",2,"Male",3,2,"Manufacturing Director",4,"Divorced",5762,2,"No",14,3,3,1,6,3,7,1,7
38,"No","Non-Travel","Human Resources",2,3,"Human Resources",1,"Male",3,1,"Human Resources",2,"Divorced",2592,5,"No",13,3,4,3,3,3,10,3,8
34,"Yes","Travel_Frequently","Research & Development",9,4,"Life Sciences",4,"Male",3,2,"Laboratory Technician",1,"Married",5346,4,"No",17,3,3,1,3,2,1,0,7
37,"Yes","Travel_Rarely","Research & Development",10,4,"Medical",4,"Male",3,2,"Manufacturing Director",1,"Single",4213,1,"No",15,3,2,0,4,1,3,0,8
39,"No","Travel_Frequently","Sales",20,3,"Life Sciences",3,"Male",3,2,"Sales Executive",4,"Divorced",4127,2,"No",18,3,4,1,6,3,1,2,2
43,"No","Non-Travel","Research & Development",9,3,"Life Sciences",1,"Male",3,1,"Research Scientist",3,"Single",2438,4,"No",13,3,3,0,2,2,2,1,2
41,"No","Travel_Rarely","Research & Development",5,3,"Life Sciences",2,"Male",4,2,"Healthcare Representative",2,"Single",6870,3,"No",12,3,1,0,3,1,2,1,2
41,"No","Travel_Rarely","Sales",4,1,"Marketing",3,"Female",3,3,"Sales Executive",3,"Divorced",10447,0,"Yes",13,3,4,1,3,4,14,13,5
30,"No","Travel_Rarely","Research & Development",10,3,"Medical",1,"Female",3,3,"Manufacturing Director",3,"Single",9667,9,"No",14,3,2,0,3,3,7,0,2
26,"Yes","Travel_Rarely","Human Resources",20,2,"Medical",4,"Female",3,1,"Human Resources",2,"Married",2148,0,"Yes",11,3,3,0,3,3,1,1,4
46,"Yes","Travel_Rarely","Research & Development",21,2,"Medical",4,"Female",3,2,"Healthcare Representative",2,"Married",8926,4,"No",22,4,4,1,2,4,7,3,7
40,"No","Travel_Rarely","Research & Development",1,3,"Life Sciences",3,"Female",3,2,"Healthcare Representative",4,"Divorced",6513,4,"No",17,3,4,1,3,3,3,0,3
34,"No","Travel_Rarely","Sales",8,2,"Technical Degree",2,"Male",4,2,"Sales Executive",3,"Married",6799,1,"No",21,4,3,2,5,3,8,4,8
58,"No","Non-Travel","Sales",2,3,"Medical",2,"Male",3,4,"Manager",2,"Divorced",16291,4,"No",22,4,4,1,0,2,9,14,14
35,"No","Travel_Rarely","Research & Development",23,4,"Medical",2,"Male",1,1,"Laboratory Technician",3,"Married",2705,0,"No",16,3,2,1,2,4,4,0,3
47,"No","Travel_Rarely","Research & Development",4,3,"Life Sciences",3,"Female",2,3,"Manufacturing Director",2,"Divorced",10333,8,"Yes",12,3,3,1,4,3,11,14,10
40,"No","Travel_Rarely","Research & Development",12,3,"Life Sciences",2,"Female",3,2,"Healthcare Representative",1,"Divorced",4448,2,"No",12,3,2,1,3,3,4,7,7
54,"No","Travel_Rarely","Research & Development",7,4,"Medical",4,"Female",3,2,"Research Scientist",4,"Married",6854,4,"No",15,3,2,1,2,2,1,1,7
31,"No","Travel_Frequently","Sales",7,4,"Marketing",1,"Female",3,3,"Sales Executive",1,"Married",9637,2,"No",14,3,4,2,3,3,2,2,2
28,"No","Travel_Rarely","Research & Development",1,3,"Medical",3,"Female",3,1,"Research Scientist",1,"Married",3591,1,"No",25,4,3,1,3,3,2,1,2
38,"No","Travel_Rarely","Sales",2,4,"Marketing",2,"Female",1,2,"Sales Representative",4,"Married",5405,2,"Yes",20,4,1,2,4,2,2,0,3
26,"No","Travel_Rarely","Sales",10,3,"Medical",3,"Male",3,2,"Sales Executive",4,"Single",4684,1,"No",13,3,1,0,4,3,3,1,2
58,"No","Travel_Frequently","Research & Development",15,4,"Life Sciences",1,"Male",3,4,"Research Director",3,"Married",15787,2,"Yes",14,3,2,0,3,3,2,2,2
18,"No","Non-Travel","Research & Development",14,3,"Medical",2,"Female",3,1,"Research Scientist",3,"Single",1514,1,"No",16,3,3,0,4,1,0,0,0
31,"Yes","Travel_Rarely","Human Resources",18,5,"Human Resources",4,"Male",4,1,"Human Resources",1,"Married",2956,0,"No",17,3,3,0,4,3,0,0,0
29,"Yes","Travel_Rarely","Human Resources",13,3,"Human Resources",1,"Male",2,1,"Human Resources",1,"Divorced",2335,4,"Yes",15,3,4,3,3,3,2,2,0
45,"No","Non-Travel","Sales",2,4,"Life Sciences",3,"Female",3,2,"Sales Executive",3,"Married",5154,4,"No",22,4,2,2,3,4,7,5,7
36,"No","Travel_Rarely","Research & Development",2,4,"Other",4,"Female",3,2,"Research Scientist",2,"Married",6962,4,"Yes",22,4,4,1,2,3,0,0,0
43,"No","Travel_Frequently","Sales",2,4,"Life Sciences",1,"Male",3,2,"Sales Executive",4,"Married",5675,1,"No",20,4,3,1,5,3,7,7,7
27,"No","Travel_Frequently","Research & Development",5,2,"Life Sciences",4,"Female",3,1,"Laboratory Technician",4,"Single",2379,0,"Yes",14,3,3,0,3,2,4,0,2
29,"No","Travel_Frequently","Research & Development",20,1,"Medical",4,"Male",3,1,"Laboratory Technician",4,"Married",3812,1,"No",13,3,2,0,3,4,8,3,10
32,"No","Travel_Frequently","Sales",10,4,"Marketing",4,"Male",3,2,"Sales Executive",4,"Single",4648,8,"No",13,3,3,0,2,4,0,0,0
42,"No","Non-Travel","Research & Development",10,4,"Technical Degree",3,"Male",3,1,"Research Scientist",3,"Married",2936,3,"No",22,4,2,2,1,2,3,3,3
47,"No","Travel_Rarely","Research & Development",9,4,"Life Sciences",2,"Female",3,1,"Laboratory Technician",3,"Single",2105,4,"No",12,3,3,0,2,3,2,2,0
46,"No","Travel_Rarely","Research & Development",2,2,"Life Sciences",4,"Male",3,3,"Manufacturing Director",4,"Divorced",8578,3,"No",14,3,3,1,4,2,8,4,7
28,"No","Non-Travel","Human Resources",1,2,"Life Sciences",3,"Male",3,1,"Human Resources",4,"Divorced",2706,1,"No",15,3,2,1,2,3,2,2,2
29,"No","Travel_Rarely","Research & Development",29,1,"Life Sciences",4,"Male",1,2,"Healthcare Representative",3,"Divorced",6384,8,"No",17,3,4,2,3,3,0,1,6
42,"No","Travel_Rarely","Research & Development",8,3,"Life Sciences",4,"Male",3,1,"Laboratory Technician",3,"Single",3968,4,"No",13,3,4,0,3,3,0,0,0
32,"Yes","Travel_Rarely","Sales",2,4,"Marketing",3,"Male",2,2,"Sales Executive",2,"Single",9907,7,"Yes",12,3,3,0,3,2,2,2,2
46,"No","Travel_Rarely","Sales",3,3,"Technical Degree",1,"Female",4,4,"Sales Executive",1,"Divorced",13225,2,"No",12,3,4,1,5,3,17,2,8
27,"No","Travel_Rarely","Sales",23,1,"Medical",2,"Female",2,2,"Sales Representative",3,"Married",3540,1,"No",21,4,4,1,5,3,8,5,8
29,"No","Travel_Rarely","Human Resources",6,1,"Medical",4,"Male",2,1,"Human Resources",2,"Married",2804,1,"No",11,3,4,0,3,3,0,0,0
43,"No","Travel_Rarely","Research & Development",6,3,"Medical",1,"Female",2,5,"Manager",3,"Married",19392,7,"No",13,3,4,0,2,3,12,6,14
48,"No","Travel_Rarely","Research & Development",10,3,"Life Sciences",4,"Male",2,5,"Research Director",2,"Married",19665,4,"No",12,3,4,0,3,3,10,12,9
29,"Yes","Travel_Frequently","Research & Development",24,2,"Life Sciences",4,"Male",2,1,"Research Scientist",4,"Single",2439,1,"Yes",24,4,2,0,3,2,0,1,0
46,"Yes","Travel_Rarely","Sales",10,3,"Life Sciences",3,"Female",3,3,"Sales Executive",2,"Married",7314,5,"No",21,4,3,3,2,3,7,0,7
27,"No","Travel_Frequently","Research & Development",15,3,"Life Sciences",4,"Female",2,1,"Research Scientist",1,"Married",4774,0,"No",19,3,4,1,2,2,6,7,3
39,"No","Travel_Rarely","Research & Development",19,4,"Other",4,"Male",3,2,"Research Scientist",4,"Divorced",3902,8,"No",14,3,2,3,2,3,2,2,2
55,"No","Travel_Rarely","Research & Development",2,4,"Technical Degree",2,"Male",2,1,"Research Scientist",4,"Married",2662,8,"No",20,4,2,1,2,4,2,0,4
28,"No","Travel_Rarely","Sales",3,3,"Medical",2,"Female",3,1,"Sales Representative",2,"Married",2856,1,"No",19,3,4,1,3,3,0,0,0
30,"Yes","Travel_Rarely","Sales",9,3,"Medical",2,"Male",3,1,"Sales Representative",4,"Single",1081,1,"No",13,3,3,0,3,2,0,0,0
22,"Yes","Travel_Rarely","Research & Development",7,1,"Life Sciences",4,"Male",3,1,"Research Scientist",2,"Single",2472,1,"Yes",23,4,1,0,2,3,0,0,0
36,"No","Travel_Rarely","Sales",10,4,"Technical Degree",2,"Female",2,2,"Sales Executive",3,"Married",5673,1,"Yes",13,3,1,1,4,3,9,1,7
31,"No","Travel_Rarely","Research & Development",20,3,"Life Sciences",2,"Male",3,2,"Laboratory Technician",3,"Divorced",4197,1,"No",11,3,1,1,2,3,8,0,2
34,"No","Travel_Rarely","Sales",4,3,"Life Sciences",3,"Male",3,3,"Sales Executive",4,"Married",9713,2,"Yes",13,3,4,3,3,3,3,1,0
29,"No","Travel_Rarely","Research & Development",7,3,"Life Sciences",4,"Male",3,1,"Laboratory Technician",1,"Single",2062,3,"No",14,3,2,0,2,3,2,1,2
37,"No","Travel_Rarely","Research & Development",7,4,"Medical",4,"Male",3,2,"Research Scientist",1,"Married",4284,5,"Yes",22,4,3,1,2,3,3,0,4
35,"No","Travel_Rarely","Research & Development",16,2,"Other",4,"Female",2,2,"Manufacturing Director",2,"Married",4788,0,"Yes",11,3,4,0,2,3,2,0,2
45,"No","Travel_Rarely","Research & Development",25,2,"Life Sciences",2,"Female",2,2,"Manufacturing Director",4,"Married",5906,0,"No",13,3,4,2,2,2,8,3,8
36,"No","Travel_Frequently","Human Resources",2,1,"Human Resources",2,"Male",2,2,"Human Resources",4,"Single",3886,1,"No",21,4,4,0,2,2,1,0,8
40,"No","Travel_Rarely","Research & Development",1,4,"Life Sciences",1,"Male",3,4,"Manager",1,"Divorced",16823,2,"No",11,3,1,1,3,3,7,11,16
26,"No","Travel_Rarely","Research & Development",1,2,"Life Sciences",2,"Female",2,1,"Research Scientist",3,"Married",2933,1,"Yes",13,3,3,1,3,2,0,1,0
27,"No","Travel_Rarely","Sales",2,2,"Medical",1,"Female",4,2,"Sales Executive",3,"Single",6500,0,"No",14,3,2,0,5,2,7,0,7
48,"No","Travel_Frequently","Research & Development",22,3,"Medical",4,"Female",3,4,"Manager",4,"Divorced",17174,3,"No",11,3,2,1,3,3,17,4,7
44,"No","Travel_Rarely","Research & Development",1,4,"Life Sciences",2,"Male",4,2,"Healthcare Representative",1,"Married",5033,2,"No",15,3,4,1,5,3,0,2,2
34,"Yes","Non-Travel","Research & Development",16,4,"Technical Degree",4,"Male",1,1,"Research Scientist",1,"Married",2307,1,"Yes",23,4,2,1,2,3,2,3,0
56,"Yes","Travel_Rarely","Research & Development",24,2,"Life Sciences",1,"Male",3,1,"Laboratory Technician",4,"Single",2587,1,"No",16,3,4,0,3,3,2,1,0
36,"No","Travel_Rarely","Sales",17,2,"Marketing",3,"Male",2,2,"Sales Executive",2,"Married",5507,2,"No",16,3,3,2,1,1,2,1,3
41,"No","Travel_Rarely","Sales",8,3,"Marketing",3,"Female",3,2,"Sales Executive",2,"Married",4393,5,"No",21,4,3,1,3,3,4,1,4
42,"No","Travel_Rarely","Research & Development",6,3,"Medical",3,"Male",3,3,"Research Director",1,"Married",13348,9,"No",13,3,2,1,3,4,7,5,7
31,"No","Travel_Rarely","Sales",10,2,"Medical",3,"Female",3,2,"Sales Executive",4,"Divorced",6583,2,"Yes",11,3,4,1,2,3,2,1,4
34,"No","Travel_Rarely","Sales",3,1,"Medical",4,"Female",2,2,"Sales Executive",4,"Married",8103,3,"Yes",12,3,3,0,3,2,2,0,1
31,"No","Travel_Rarely","Research & Development",4,3,"Medical",1,"Female",4,1,"Laboratory Technician",3,"Divorced",3978,8,"No",12,3,2,1,0,2,2,2,2
26,"No","Travel_Frequently","Research & Development",6,3,"Other",3,"Male",4,1,"Laboratory Technician",4,"Married",2544,0,"No",18,3,1,1,3,3,7,7,7
45,"No","Travel_Frequently","Research & Development",1,4,"Medical",2,"Male",3,2,"Healthcare Representative",3,"Single",5399,4,"No",12,3,3,0,3,3,2,0,3
33,"No","Travel_Rarely","Sales",10,4,"Marketing",2,"Male",3,2,"Sales Executive",3,"Single",5487,1,"No",14,3,2,0,2,2,4,0,9
28,"No","Travel_Frequently","Sales",1,2,"Life Sciences",3,"Male",2,2,"Sales Executive",4,"Married",6834,1,"Yes",12,3,3,1,2,3,7,0,7
29,"Yes","Travel_Frequently","Sales",24,3,"Technical Degree",3,"Male",4,1,"Sales Representative",1,"Single",1091,1,"No",17,3,4,0,3,3,0,0,0
39,"No","Non-Travel","Sales",21,4,"Life Sciences",1,"Female",1,2,"Sales Executive",3,"Married",5736,6,"No",19,3,3,1,1,3,2,1,2
27,"No","Travel_Rarely","Research & Development",2,4,"Technical Degree",2,"Male",3,1,"Research Scientist",2,"Married",2226,1,"No",11,3,3,1,3,2,3,1,2
34,"No","Travel_Frequently","Research & Development",22,4,"Other",3,"Male",2,2,"Research Scientist",4,"Married",5747,1,"Yes",15,3,2,0,3,3,10,6,11
28,"Yes","Travel_Rarely","Sales",13,2,"Marketing",4,"Female",3,2,"Sales Executive",3,"Single",9854,3,"Yes",11,3,4,0,0,3,0,2,2
47,"No","Non-Travel","Research & Development",14,4,"Technical Degree",3,"Male",3,2,"Research Scientist",2,"Married",5467,8,"No",18,3,3,1,4,4,7,1,7
56,"No","Travel_Rarely","Sales",11,5,"Marketing",4,"Female",2,2,"Sales Executive",1,"Married",5380,4,"No",16,3,3,1,3,3,0,0,0
39,"No","Travel_Rarely","Research & Development",9,2,"Medical",1,"Male",3,2,"Manufacturing Director",1,"Married",5151,1,"No",25,4,4,1,3,3,0,7,9
38,"No","Travel_Frequently","Research & Development",8,3,"Medical",4,"Female",2,2,"Research Scientist",2,"Divorced",2133,1,"Yes",16,3,3,1,3,3,11,0,7
58,"No","Travel_Rarely","Sales",21,3,"Life Sciences",4,"Female",3,4,"Manager",4,"Married",17875,4,"Yes",13,3,3,1,2,2,0,0,0
32,"Yes","Travel_Frequently","Research & Development",5,2,"Life Sciences",1,"Female",4,1,"Research Scientist",3,"Single",2432,3,"Yes",14,3,1,0,2,3,1,0,3
38,"No","Travel_Rarely","Research & Development",9,2,"Life Sciences",2,"Male",3,1,"Research Scientist",4,"Divorced",4771,2,"No",19,3,4,2,0,4,2,0,3
49,"No","Travel_Frequently","Research & Development",2,1,"Life Sciences",2,"Male",3,5,"Research Director",4,"Married",19161,3,"No",15,3,4,0,3,3,4,4,3
42,"No","Travel_Rarely","Sales",12,4,"Marketing",2,"Male",3,2,"Sales Executive",4,"Divorced",5087,3,"Yes",12,3,3,2,4,3,0,0,0
27,"Yes","Travel_Frequently","Human Resources",22,3,"Human Resources",1,"Female",2,1,"Human Resources",2,"Married",2863,1,"No",12,3,1,0,2,3,0,0,0
35,"No","Travel_Rarely","Sales",18,4,"Medical",2,"Male",3,2,"Sales Executive",1,"Married",5561,0,"No",16,3,4,1,2,1,3,0,4
28,"No","Non-Travel","Research & Development",16,3,"Medical",3,"Male",3,1,"Research Scientist",3,"Single",2144,1,"No",14,3,3,0,3,2,3,1,4
31,"No","Non-Travel","Research & Development",3,2,"Medical",3,"Male",3,1,"Research Scientist",1,"Divorced",3065,1,"Yes",13,3,4,1,3,4,2,2,3
36,"No","Non-Travel","Research & Development",9,4,"Life Sciences",1,"Male",4,1,"Laboratory Technician",2,"Married",2810,1,"No",22,4,2,0,3,3,4,0,2
34,"No","Travel_Rarely","Sales",1,3,"Marketing",1,"Male",3,3,"Sales Executive",4,"Single",9888,1,"No",21,4,1,0,3,2,8,2,1
34,"No","Travel_Rarely","Sales",13,4,"Medical",4,"Male",3,3,"Sales Executive",3,"Divorced",8628,1,"No",18,3,3,1,2,2,7,1,1
26,"No","Travel_Rarely","Research & Development",1,3,"Medical",3,"Male",3,1,"Laboratory Technician",1,"Single",2867,0,"No",13,3,4,0,6,2,7,7,6
29,"No","Travel_Rarely","Research & Development",1,3,"Life Sciences",1,"Male",3,2,"Healthcare Representative",1,"Married",5373,0,"No",12,3,1,1,5,2,3,0,2
32,"No","Non-Travel","Research & Development",15,4,"Medical",3,"Female",3,2,"Healthcare Representative",4,"Divorced",6667,5,"No",18,3,2,1,6,3,1,1,2
31,"No","Travel_Frequently","Research & Development",1,3,"Life Sciences",4,"Male",1,2,"Research Scientist",1,"Married",5003,1,"No",21,4,2,0,6,3,8,8,7
28,"Yes","Travel_Rarely","Research & Development",17,3,"Technical Degree",3,"Male",2,1,"Laboratory Technician",4,"Divorced",2367,5,"No",12,3,1,1,2,2,1,0,3
38,"No","Travel_Rarely","Sales",1,3,"Life Sciences",1,"Male",2,1,"Sales Representative",1,"Single",2858,4,"No",14,3,1,0,3,2,0,0,0
35,"No","Travel_Rarely","Sales",7,4,"Life Sciences",3,"Female",3,2,"Sales Executive",4,"Married",5204,1,"Yes",11,3,4,0,2,3,8,0,9
27,"No","Travel_Rarely","Sales",9,3,"Marketing",4,"Male",3,2,"Sales Executive",4,"Single",4105,1,"No",14,3,1,0,5,3,7,0,7
32,"No","Travel_Rarely","Research & Development",5,4,"Life Sciences",4,"Male",2,2,"Manufacturing Director",4,"Single",9679,8,"No",24,4,2,0,1,3,0,0,0
31,"Yes","Travel_Frequently","Sales",26,4,"Marketing",1,"Male",3,2,"Sales Executive",4,"Married",5617,1,"Yes",11,3,3,0,4,3,7,0,8
53,"Yes","Travel_Rarely","Sales",24,4,"Life Sciences",1,"Male",3,3,"Sales Executive",1,"Single",10448,6,"Yes",13,3,2,0,2,2,2,2,2
54,"No","Travel_Rarely","Research & Development",9,2,"Life Sciences",1,"Female",3,2,"Research Scientist",3,"Married",2897,3,"No",11,3,3,2,6,2,3,2,3
33,"No","Travel_Frequently","Research & Development",7,2,"Life Sciences",4,"Male",3,2,"Healthcare Representative",3,"Divorced",5968,1,"No",20,4,3,3,2,3,7,2,8
43,"No","Travel_Rarely","Research & Development",11,3,"Life Sciences",1,"Male",3,3,"Healthcare Representative",3,"Married",7510,1,"No",17,3,2,1,1,3,9,0,9
38,"No","Travel_Frequently","Human Resources",1,4,"Other",4,"Male",3,1,"Human Resources",2,"Married",2991,0,"Yes",11,3,2,1,2,3,2,1,2
55,"No","Travel_Rarely","Human Resources",26,4,"Human Resources",3,"Male",4,5,"Manager",2,"Married",19636,4,"Yes",18,3,1,1,0,3,9,1,4
31,"No","Travel_Rarely","Research & Development",2,1,"Medical",4,"Female",1,1,"Laboratory Technician",4,"Divorced",1129,1,"Yes",11,3,3,3,4,3,0,0,0
39,"No","Travel_Rarely","Sales",15,4,"Marketing",2,"Male",3,4,"Sales Executive",1,"Single",13341,0,"No",12,3,1,0,3,3,8,11,10
42,"No","Non-Travel","Research & Development",23,2,"Life Sciences",4,"Male",2,2,"Research Scientist",3,"Single",4332,1,"No",12,3,4,0,2,3,9,3,7
31,"No","Non-Travel","Research & Development",10,3,"Medical",3,"Female",3,3,"Research Director",3,"Married",11031,4,"No",20,4,3,1,2,4,7,4,8
54,"No","Travel_Rarely","Research & Development",10,3,"Medical",3,"Female",3,2,"Manufacturing Director",1,"Single",4440,6,"Yes",19,3,4,0,3,3,2,1,4
24,"No","Travel_Rarely","Research & Development",1,2,"Life Sciences",2,"Male",2,2,"Healthcare Representative",3,"Single",4617,1,"No",12,3,2,0,2,2,3,1,2
23,"No","Travel_Rarely","Research & Development",12,2,"Other",4,"Male",3,1,"Laboratory Technician",4,"Single",2647,1,"No",13,3,3,0,6,4,2,1,4
40,"No","Travel_Frequently","Research & Development",11,3,"Technical Degree",4,"Female",3,2,"Laboratory Technician",3,"Married",6323,1,"No",11,3,1,1,2,4,9,9,4
40,"No","Travel_Rarely","Sales",2,2,"Marketing",2,"Female",3,2,"Sales Executive",2,"Married",5677,3,"No",14,3,3,1,4,3,8,5,10
25,"No","Travel_Rarely","Human Resources",2,3,"Human Resources",3,"Female",3,1,"Human Resources",2,"Married",2187,4,"No",14,3,3,0,3,3,0,1,2
30,"No","Travel_Rarely","Research & Development",1,2,"Medical",4,"Male",3,1,"Laboratory Technician",2,"Married",3748,1,"No",13,3,3,0,6,2,8,1,7
25,"No","Travel_Rarely","Research & Development",2,1,"Other",4,"Male",3,1,"Laboratory Technician",3,"Divorced",3977,6,"Yes",19,3,3,1,2,2,2,0,2
47,"No","Travel_Rarely","Research & Development",25,3,"Medical",1,"Male",3,3,"Healthcare Representative",3,"Single",8633,2,"No",23,4,2,0,3,3,14,12,11
33,"No","Non-Travel","Research & Development",1,2,"Medical",2,"Male",2,1,"Laboratory Technician",3,"Divorced",2008,1,"No",12,3,3,3,2,2,1,0,0
38,"No","Travel_Rarely","Sales",1,4,"Life Sciences",4,"Male",3,2,"Sales Executive",2,"Married",4440,0,"No",15,3,1,2,3,3,13,5,8
31,"No","Travel_Rarely","Sales",2,2,"Life Sciences",1,"Male",3,1,"Sales Representative",3,"Married",3067,0,"No",19,3,3,1,1,3,2,1,2
38,"No","Travel_Frequently","Research & Development",6,4,"Life Sciences",1,"Male",2,2,"Manufacturing Director",3,"Married",5321,2,"No",11,3,4,1,1,3,3,7,7
42,"No","Travel_Rarely","Research & Development",18,4,"Life Sciences",4,"Male",3,2,"Research Scientist",1,"Divorced",5410,6,"Yes",17,3,3,1,3,2,3,1,2
41,"No","Travel_Rarely","Research & Development",1,3,"Life Sciences",4,"Male",3,1,"Research Scientist",4,"Married",2782,3,"No",22,4,1,1,3,3,3,1,0
47,"No","Non-Travel","Research & Development",1,1,"Medical",3,"Female",3,3,"Research Director",2,"Married",11957,0,"No",18,3,1,2,3,1,8,5,12
35,"No","Travel_Rarely","Research & Development",11,4,"Medical",4,"Male",3,1,"Laboratory Technician",3,"Married",2660,7,"Yes",11,3,3,1,3,3,2,2,2
22,"No","Travel_Rarely","Research & Development",1,2,"Life Sciences",4,"Male",3,1,"Research Scientist",3,"Single",3375,0,"No",12,3,4,0,2,4,2,1,2
35,"No","Travel_Rarely","Research & Development",9,4,"Medical",2,"Male",3,2,"Research Scientist",3,"Single",5098,1,"No",19,3,2,0,5,3,7,0,8
33,"No","Travel_Rarely","Research & Development",15,2,"Medical",2,"Female",3,2,"Healthcare Representative",4,"Married",4878,0,"Yes",13,3,1,1,6,3,7,8,1
32,"No","Travel_Rarely","Research & Development",29,4,"Life Sciences",3,"Female",2,1,"Laboratory Technician",2,"Single",2837,1,"No",13,3,3,0,3,3,2,4,1
40,"No","Travel_Rarely","Research & Development",1,4,"Life Sciences",1,"Male",3,1,"Laboratory Technician",4,"Married",2406,8,"No",19,3,3,2,3,2,0,0,0
32,"No","Travel_Rarely","Sales",1,4,"Medical",2,"Male",2,1,"Sales Representative",2,"Married",2269,0,"No",14,3,2,1,2,3,2,2,2
39,"No","Travel_Rarely","Research & Development",24,1,"Life Sciences",1,"Male",3,2,"Research Scientist",4,"Single",4108,7,"No",13,3,1,0,2,3,7,1,7
38,"No","Travel_Rarely","Research & Development",10,3,"Medical",2,"Female",1,3,"Research Director",3,"Married",13206,3,"No",12,3,1,1,3,3,16,1,11
32,"No","Travel_Rarely","Sales",1,4,"Marketing",3,"Female",3,3,"Sales Executive",4,"Married",10422,1,"No",19,3,3,2,3,3,10,5,7
37,"No","Travel_Rarely","Research & Development",10,3,"Life Sciences",3,"Female",4,3,"Research Director",4,"Married",13744,1,"Yes",25,4,1,1,2,3,11,6,8
25,"No","Travel_Rarely","Sales",8,2,"Other",1,"Female",3,2,"Sales Executive",3,"Divorced",4907,0,"Yes",22,4,2,1,3,2,3,0,4
52,"No","Non-Travel","Sales",29,4,"Life Sciences",1,"Male",3,1,"Sales Representative",4,"Divorced",3482,2,"No",15,3,2,2,3,2,8,0,0
44,"No","Travel_Rarely","Research & Development",1,3,"Medical",2,"Male",3,1,"Research Scientist",4,"Single",2436,6,"Yes",12,3,3,0,2,3,3,1,2
21,"No","Travel_Rarely","Sales",5,1,"Medical",3,"Male",3,1,"Sales Representative",1,"Single",2380,1,"Yes",11,3,4,0,6,3,2,1,2
39,"No","Non-Travel","Research & Development",9,3,"Life Sciences",4,"Male",3,5,"Manager",4,"Single",19431,2,"No",13,3,3,0,3,2,0,1,3
23,"Yes","Travel_Frequently","Sales",9,3,"Marketing",4,"Male",3,1,"Sales Representative",1,"Married",1790,1,"No",19,3,1,1,3,2,0,1,0
36,"No","Travel_Rarely","Sales",3,3,"Medical",1,"Female",2,3,"Sales Executive",4,"Married",7644,0,"No",19,3,3,2,2,3,7,3,4
36,"No","Travel_Frequently","Research & Development",4,2,"Life Sciences",4,"Female",3,2,"Manufacturing Director",2,"Divorced",5131,7,"No",13,3,2,3,3,3,2,0,2
56,"No","Non-Travel","Research & Development",1,4,"Life Sciences",3,"Male",3,2,"Healthcare Representative",3,"Divorced",6306,1,"No",21,4,1,1,2,2,12,1,9
29,"Yes","Travel_Rarely","Research & Development",1,4,"Medical",1,"Male",3,1,"Research Scientist",4,"Married",4787,9,"Yes",14,3,2,3,3,4,2,2,2
42,"No","Travel_Rarely","Research & Development",2,3,"Life Sciences",1,"Male",3,5,"Manager",3,"Married",18880,5,"No",11,3,1,0,2,2,6,4,14
56,"Yes","Travel_Rarely","Research & Development",7,2,"Technical Degree",4,"Male",3,1,"Laboratory Technician",3,"Married",2339,8,"No",11,3,4,1,4,1,9,9,8
41,"No","Travel_Rarely","Research & Development",28,4,"Life Sciences",1,"Female",2,4,"Manufacturing Director",2,"Married",13570,0,"No",23,4,3,1,3,3,7,0,10
34,"No","Travel_Rarely","Sales",28,3,"Marketing",4,"Female",2,2,"Sales Executive",3,"Married",6712,1,"No",21,4,4,2,2,3,7,1,7
36,"No","Non-Travel","Sales",15,4,"Marketing",4,"Male",1,2,"Sales Executive",4,"Divorced",5406,1,"No",24,4,1,1,4,2,12,11,11
41,"No","Travel_Rarely","Sales",3,3,"Life Sciences",3,"Male",2,2,"Sales Executive",2,"Divorced",8938,2,"No",11,3,3,1,5,3,4,0,4
32,"No","Travel_Rarely","Research & Development",2,3,"Technical Degree",4,"Male",3,1,"Research Scientist",1,"Single",2439,1,"No",14,3,4,0,4,3,2,1,2
35,"No","Travel_Rarely","Human Resources",26,4,"Life Sciences",3,"Female",3,3,"Human Resources",4,"Single",8837,1,"Yes",16,3,3,0,2,3,0,1,7
38,"No","Travel_Rarely","Sales",10,2,"Life Sciences",1,"Female",3,2,"Sales Executive",4,"Married",5343,1,"No",11,3,3,1,1,3,7,1,9
50,"Yes","Travel_Frequently","Sales",1,4,"Life Sciences",2,"Male",3,2,"Sales Executive",3,"Divorced",6728,7,"No",12,3,4,2,3,3,3,0,1
36,"No","Travel_Rarely","Sales",11,4,"Marketing",2,"Female",2,2,"Sales Executive",4,"Married",6652,4,"No",13,3,1,1,2,2,3,0,0
45,"No","Travel_Rarely","Sales",20,3,"Life Sciences",4,"Female",3,2,"Sales Executive",3,"Single",4850,8,"No",15,3,3,0,3,3,3,0,1
40,"No","Travel_Rarely","Research & Development",2,4,"Life Sciences",3,"Male",2,1,"Research Scientist",3,"Single",2809,2,"No",14,3,4,0,2,3,2,2,2
35,"No","Travel_Frequently","Research & Development",18,4,"Life Sciences",3,"Male",3,2,"Healthcare Representative",3,"Married",5689,1,"Yes",14,3,4,2,2,4,2,0,2
40,"No","Travel_Rarely","Research & Development",2,4,"Medical",3,"Female",3,1,"Research Scientist",3,"Married",2001,2,"No",14,3,2,3,2,3,3,0,2
35,"No","Travel_Rarely","Research & Development",1,4,"Life Sciences",3,"Female",1,1,"Research Scientist",4,"Married",2977,1,"No",12,3,4,1,5,3,3,1,1
29,"No","Travel_Rarely","Research & Development",13,2,"Other",4,"Male",2,2,"Laboratory Technician",2,"Married",4025,4,"Yes",13,3,1,1,2,3,3,0,3
29,"No","Travel_Rarely","Research & Development",28,4,"Medical",4,"Female",2,1,"Research Scientist",1,"Single",3785,1,"No",14,3,2,0,3,1,4,0,4
50,"Yes","Travel_Rarely","Sales",28,3,"Marketing",4,"Male",2,3,"Sales Executive",1,"Divorced",10854,4,"Yes",13,3,2,1,3,3,2,2,0
39,"No","Travel_Rarely","Sales",24,1,"Marketing",2,"Female",2,4,"Sales Executive",4,"Married",12031,0,"No",11,3,1,1,2,2,9,9,6
31,"No","Non-Travel","Research & Development",5,3,"Medical",2,"Male",3,2,"Manufacturing Director",1,"Single",9936,0,"No",19,3,2,0,2,3,4,1,7
26,"No","Travel_Rarely","Sales",5,3,"Other",4,"Female",2,1,"Sales Representative",3,"Single",2966,0,"No",18,3,4,0,2,3,2,0,0
36,"No","Travel_Frequently","Research & Development",23,2,"Medical",3,"Male",4,2,"Laboratory Technician",4,"Married",2571,4,"No",17,3,3,1,3,3,2,0,3
39,"No","Travel_Rarely","Research & Development",6,1,"Medical",4,"Male",2,3,"Healthcare Representative",1,"Married",9991,4,"No",15,3,1,1,5,3,7,1,7
27,"No","Travel_Rarely","Research & Development",4,3,"Life Sciences",2,"Male",4,2,"Manufacturing Director",2,"Married",6142,1,"Yes",20,4,2,1,0,3,2,0,3
49,"No","Travel_Frequently","Sales",2,3,"Medical",4,"Male",2,2,"Sales Executive",2,"Married",5390,2,"No",14,3,4,0,3,2,6,0,8
34,"No","Travel_Rarely","Research & Development",8,3,"Medical",2,"Male",4,2,"Laboratory Technician",3,"Married",4404,2,"No",12,3,1,0,3,4,3,1,2