Mathematics - Statistics Excel Assignment

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Age Attrition BusinessTravel DailyRate Department DistanceFromHome Education EducationField EmployeeCount EmployeeNumber EnvironmentSatisfaction Gender HourlyRate JobInvolvement JobLevel JobRole JobSatisfaction MaritalStatus MonthlyIncome MonthlyRate NumCompaniesWorked Over18 OverTime PercentSalaryHike PerformanceRating RelationshipSatisfaction StandardHours StockOptionLevel TotalWorkingYears TrainingTimesLastYear WorkLifeBalance YearsAtCompany YearsInCurrentRole YearsSinceLastPromotion YearsWithCurrManager
41 Yes Travel_Rarely 1102 Sales 1 2 Life Sciences 1 1 2 Female 94 3 2 Sales Executive 4 Single 5993 19479 8 Y Yes 11 3 1 80 0 8 0 1 6 4 0 5
49 No Travel_Frequently 279 Research & Development 8 1 Life Sciences 1 2 3 Male 61 2 2 Research Scientist 2 Married 5130 24907 1 Y No 23 4 4 80 1 10 3 3 10 7 1 7
37 Yes Travel_Rarely 1373 Research & Development 2 2 Other 1 4 4 Male 92 2 1 Laboratory Technician 3 Single 2090 2396 6 Y Yes 15 3 2 80 0 7 3 3 0 0 0 0
33 No Travel_Frequently 1392 Research & Development 3 4 Life Sciences 1 5 4 Female 56 3 1 Research Scientist 3 Married 2909 23159 1 Y Yes 11 3 3 80 0 8 3 3 8 7 3 0
27 No Travel_Rarely 591 Research & Development 2 1 Medical 1 7 1 Male 40 3 1 Laboratory Technician 2 Married 3468 16632 9 Y No 12 3 4 80 1 6 3 3 2 2 2 2
32 No Travel_Frequently 1005 Research & Development 2 2 Life Sciences 1 8 4 Male 79 3 1 Laboratory Technician 4 Single 3068 11864 0 Y No 13 3 3 80 0 8 2 2 7 7 3 6
59 No Travel_Rarely 1324 Research & Development 3 3 Medical 1 10 3 Female 81 4 1 Laboratory Technician 1 Married 2670 9964 4 Y Yes 20 4 1 80 3 12 3 2 1 0 0 0
30 No Travel_Rarely 1358 Research & Development 24 1 Life Sciences 1 11 4 Male 67 3 1 Laboratory Technician 3 Divorced 2693 13335 1 Y No 22 4 2 80 1 1 2 3 1 0 0 0
38 No Travel_Frequently 216 Research & Development 23 3 Life Sciences 1 12 4 Male 44 2 3 Manufacturing Director 3 Single 9526 8787 0 Y No 21 4 2 80 0 10 2 3 9 7 1 8
36 No Travel_Rarely 1299 Research & Development 27 3 Medical 1 13 3 Male 94 3 2 Healthcare Representative 3 Married 5237 16577 6 Y No 13 3 2 80 2 17 3 2 7 7 7 7
35 No Travel_Rarely 809 Research & Development 16 3 Medical 1 14 1 Male 84 4 1 Laboratory Technician 2 Married 2426 16479 0 Y No 13 3 3 80 1 6 5 3 5 4 0 3
29 No Travel_Rarely 153 Research & Development 15 2 Life Sciences 1 15 4 Female 49 2 2 Laboratory Technician 3 Single 4193 12682 0 Y Yes 12 3 4 80 0 10 3 3 9 5 0 8
31 No Travel_Rarely 670 Research & Development 26 1 Life Sciences 1 16 1 Male 31 3 1 Research Scientist 3 Divorced 2911 15170 1 Y No 17 3 4 80 1 5 1 2 5 2 4 3
34 No Travel_Rarely 1346 Research & Development 19 2 Medical 1 18 2 Male 93 3 1 Laboratory Technician 4 Divorced 2661 8758 0 Y No 11 3 3 80 1 3 2 3 2 2 1 2
28 Yes Travel_Rarely 103 Research & Development 24 3 Life Sciences 1 19 3 Male 50 2 1 Laboratory Technician 3 Single 2028 12947 5 Y Yes 14 3 2 80 0 6 4 3 4 2 0 3
29 No Travel_Rarely 1389 Research & Development 21 4 Life Sciences 1 20 2 Female 51 4 3 Manufacturing Director 1 Divorced 9980 10195 1 Y No 11 3 3 80 1 10 1 3 10 9 8 8
32 No Travel_Rarely 334 Research & Development 5 2 Life Sciences 1 21 1 Male 80 4 1 Research Scientist 2 Divorced 3298 15053 0 Y Yes 12 3 4 80 2 7 5 2 6 2 0 5
22 No Non-Travel 1123 Research & Development 16 2 Medical 1 22 4 Male 96 4 1 Laboratory Technician 4 Divorced 2935 7324 1 Y Yes 13 3 2 80 2 1 2 2 1 0 0 0
53 No Travel_Rarely 1219 Sales 2 4 Life Sciences 1 23 1 Female 78 2 4 Manager 4 Married 15427 22021 2 Y No 16 3 3 80 0 31 3 3 25 8 3 7
38 No Travel_Rarely 371 Research & Development 2 3 Life Sciences 1 24 4 Male 45 3 1 Research Scientist 4 Single 3944 4306 5 Y Yes 11 3 3 80 0 6 3 3 3 2 1 2
24 No Non-Travel 673 Research & Development 11 2 Other 1 26 1 Female 96 4 2 Manufacturing Director 3 Divorced 4011 8232 0 Y No 18 3 4 80 1 5 5 2 4 2 1 3
36 Yes Travel_Rarely 1218 Sales 9 4 Life Sciences 1 27 3 Male 82 2 1 Sales Representative 1 Single 3407 6986 7 Y No 23 4 2 80 0 10 4 3 5 3 0 3
34 No Travel_Rarely 419 Research & Development 7 4 Life Sciences 1 28 1 Female 53 3 3 Research Director 2 Single 11994 21293 0 Y No 11 3 3 80 0 13 4 3 12 6 2 11
21 No Travel_Rarely 391 Research & Development 15 2 Life Sciences 1 30 3 Male 96 3 1 Research Scientist 4 Single 1232 19281 1 Y No 14 3 4 80 0 0 6 3 0 0 0 0
34 Yes Travel_Rarely 699 Research & Development 6 1 Medical 1 31 2 Male 83 3 1 Research Scientist 1 Single 2960 17102 2 Y No 11 3 3 80 0 8 2 3 4 2 1 3
53 No Travel_Rarely 1282 Research & Development 5 3 Other 1 32 3 Female 58 3 5 Manager 3 Divorced 19094 10735 4 Y No 11 3 4 80 1 26 3 2 14 13 4 8
32 Yes Travel_Frequently 1125 Research & Development 16 1 Life Sciences 1 33 2 Female 72 1 1 Research Scientist 1 Single 3919 4681 1 Y Yes 22 4 2 80 0 10 5 3 10 2 6 7
42 No Travel_Rarely 691 Sales 8 4 Marketing 1 35 3 Male 48 3 2 Sales Executive 2 Married 6825 21173 0 Y No 11 3 4 80 1 10 2 3 9 7 4 2
44 No Travel_Rarely 477 Research & Development 7 4 Medical 1 36 1 Female 42 2 3 Healthcare Representative 4 Married 10248 2094 3 Y No 14 3 4 80 1 24 4 3 22 6 5 17
46 No Travel_Rarely 705 Sales 2 4 Marketing 1 38 2 Female 83 3 5 Manager 1 Single 18947 22822 3 Y No 12 3 4 80 0 22 2 2 2 2 2 1
33 No Travel_Rarely 924 Research & Development 2 3 Medical 1 39 3 Male 78 3 1 Laboratory Technician 4 Single 2496 6670 4 Y No 11 3 4 80 0 7 3 3 1 1 0 0
44 No Travel_Rarely 1459 Research & Development 10 4 Other 1 40 4 Male 41 3 2 Healthcare Representative 4 Married 6465 19121 2 Y Yes 13 3 4 80 0 9 5 4 4 2 1 3
30 No Travel_Rarely 125 Research & Development 9 2 Medical 1 41 4 Male 83 2 1 Laboratory Technician 3 Single 2206 16117 1 Y No 13 3 1 80 0 10 5 3 10 0 1 8
39 Yes Travel_Rarely 895 Sales 5 3 Technical Degree 1 42 4 Male 56 3 2 Sales Representative 4 Married 2086 3335 3 Y No 14 3 3 80 1 19 6 4 1 0 0 0
24 Yes Travel_Rarely 813 Research & Development 1 3 Medical 1 45 2 Male 61 3 1 Research Scientist 4 Married 2293 3020 2 Y Yes 16 3 1 80 1 6 2 2 2 0 2 0
43 No Travel_Rarely 1273 Research & Development 2 2 Medical 1 46 4 Female 72 4 1 Research Scientist 3 Divorced 2645 21923 1 Y No 12 3 4 80 2 6 3 2 5 3 1 4
50 Yes Travel_Rarely 869 Sales 3 2 Marketing 1 47 1 Male 86 2 1 Sales Representative 3 Married 2683 3810 1 Y Yes 14 3 3 80 0 3 2 3 3 2 0 2
35 No Travel_Rarely 890 Sales 2 3 Marketing 1 49 4 Female 97 3 1 Sales Representative 4 Married 2014 9687 1 Y No 13 3 1 80 0 2 3 3 2 2 2 2
36 No Travel_Rarely 852 Research & Development 5 4 Life Sciences 1 51 2 Female 82 2 1 Research Scientist 1 Married 3419 13072 9 Y Yes 14 3 4 80 1 6 3 4 1 1 0 0
33 No Travel_Frequently 1141 Sales 1 3 Life Sciences 1 52 3 Female 42 4 2 Sales Executive 1 Married 5376 3193 2 Y No 19 3 1 80 2 10 3 3 5 3 1 3
35 No Travel_Rarely 464 Research & Development 4 2 Other 1 53 3 Male 75 3 1 Laboratory Technician 4 Divorced 1951 10910 1 Y No 12 3 3 80 1 1 3 3 1 0 0 0
27 No Travel_Rarely 1240 Research & Development 2 4 Life Sciences 1 54 4 Female 33 3 1 Laboratory Technician 1 Divorced 2341 19715 1 Y No 13 3 4 80 1 1 6 3 1 0 0 0
26 Yes Travel_Rarely 1357 Research & Development 25 3 Life Sciences 1 55 1 Male 48 1 1 Laboratory Technician 3 Single 2293 10558 1 Y No 12 3 3 80 0 1 2 2 1 0 0 1
27 No Travel_Frequently 994 Sales 8 3 Life Sciences 1 56 4 Male 37 3 3 Sales Executive 3 Single 8726 2975 1 Y No 15 3 4 80 0 9 0 3 9 8 1 7
30 No Travel_Frequently 721 Research & Development 1 2 Medical 1 57 3 Female 58 3 2 Laboratory Technician 4 Single 4011 10781 1 Y No 23 4 4 80 0 12 2 3 12 8 3 7
41 Yes Travel_Rarely 1360 Research & Development 12 3 Technical Degree 1 58 2 Female 49 3 5 Research Director 3 Married 19545 16280 1 Y No 12 3 4 80 0 23 0 3 22 15 15 8
34 No Non-Travel 1065 Sales 23 4 Marketing 1 60 2 Male 72 3 2 Sales Executive 3 Single 4568 10034 0 Y No 20 4 3 80 0 10 2 3 9 5 8 7
37 No Travel_Rarely 408 Research & Development 19 2 Life Sciences 1 61 2 Male 73 3 1 Research Scientist 2 Married 3022 10227 4 Y No 21 4 1 80 0 8 1 3 1 0 0 0
46 No Travel_Frequently 1211 Sales 5 4 Marketing 1 62 1 Male 98 3 2 Sales Executive 4 Single 5772 20445 4 Y Yes 21 4 3 80 0 14 4 3 9 6 0 8
35 No Travel_Rarely 1229 Research & Development 8 1 Life Sciences 1 63 4 Male 36 4 1 Laboratory Technician 4 Married 2269 4892 1 Y No 19 3 4 80 0 1 2 3 1 0 0 1
48 Yes Travel_Rarely 626 Research & Development 1 2 Life Sciences 1 64 1 Male 98 2 3 Laboratory Technician 3 Single 5381 19294 9 Y Yes 13 3 4 80 0 23 2 3 1 0 0 0
28 Yes Travel_Rarely 1434 Research & Development 5 4 Technical Degree 1 65 3 Male 50 3 1 Laboratory Technician 3 Single 3441 11179 1 Y Yes 13 3 3 80 0 2 3 2 2 2 2 2
44 No Travel_Rarely 1488 Sales 1 5 Marketing 1 68 2 Female 75 3 2 Sales Executive 1 Divorced 5454 4009 5 Y Yes 21 4 3 80 1 9 2 2 4 3 1 3
35 No Non-Travel 1097 Research & Development 11 2 Medical 1 70 3 Male 79 2 3 Healthcare Representative 1 Married 9884 8302 2 Y Yes 13 3 3 80 1 10 3 3 4 0 2 3
26 No Travel_Rarely 1443 Sales 23 3 Marketing 1 72 3 Female 47 2 2 Sales Executive 4 Married 4157 21436 7 Y Yes 19 3 3 80 1 5 2 2 2 2 0 0
33 No Travel_Frequently 515 Research & Development 1 2 Life Sciences 1 73 1 Female 98 3 3 Research Director 4 Single 13458 15146 1 Y Yes 12 3 3 80 0 15 1 3 15 14 8 12
35 No Travel_Frequently 853 Sales 18 5 Life Sciences 1 74 2 Male 71 3 3 Sales Executive 1 Married 9069 11031 1 Y No 22 4 4 80 1 9 3 2 9 8 1 8
35 No Travel_Rarely 1142 Research & Development 23 4 Medical 1 75 3 Female 30 3 1 Laboratory Technician 1 Married 4014 16002 3 Y Yes 15 3 3 80 1 4 3 3 2 2 2 2
31 No Travel_Rarely 655 Research & Development 7 4 Life Sciences 1 76 4 Male 48 3 2 Laboratory Technician 4 Divorced 5915 9528 3 Y No 22 4 4 80 1 10 3 2 7 7 1 7
37 No Travel_Rarely 1115 Research & Development 1 4 Life Sciences 1 77 1 Male 51 2 2 Manufacturing Director 3 Divorced 5993 2689 1 Y No 18 3 3 80 1 7 2 4 7 5 0 7
32 No Travel_Rarely 427 Research & Development 1 3 Medical 1 78 1 Male 33 3 2 Manufacturing Director 4 Married 6162 10877 1 Y Yes 22 4 2 80 1 9 3 3 9 8 7 8
38 No Travel_Frequently 653 Research & Development 29 5 Life Sciences 1 79 4 Female 50 3 2 Laboratory Technician 4 Single 2406 5456 1 Y No 11 3 4 80 0 10 2 3 10 3 9 9
50 No Travel_Rarely 989 Research & Development 7 2 Medical 1 80 2 Female 43 2 5 Research Director 3 Divorced 18740 16701 5 Y Yes 12 3 4 80 1 29 2 2 27 3 13 8
59 No Travel_Rarely 1435 Sales 25 3 Life Sciences 1 81 1 Female 99 3 3 Sales Executive 1 Single 7637 2354 7 Y No 11 3 4 80 0 28 3 2 21 16 7 9
36 No Travel_Rarely 1223 Research & Development 8 3 Technical Degree 1 83 3 Female 59 3 3 Healthcare Representative 3 Divorced 10096 8202 1 Y No 13 3 2 80 3 17 2 3 17 14 12 8
55 No Travel_Rarely 836 Research & Development 8 3 Medical 1 84 4 Female 33 3 4 Manager 3 Divorced 14756 19730 2 Y Yes 14 3 3 80 3 21 2 3 5 0 0 2
36 No Travel_Frequently 1195 Research & Development 11 3 Life Sciences 1 85 2 Male 95 2 2 Manufacturing Director 2 Single 6499 22656 1 Y No 13 3 3 80 0 6 3 3 6 5 0 3
45 No Travel_Rarely 1339 Research & Development 7 3 Life Sciences 1 86 2 Male 59 3 3 Research Scientist 1 Divorced 9724 18787 2 Y No 17 3 3 80 1 25 2 3 1 0 0 0
35 No Travel_Frequently 664 Research & Development 1 3 Medical 1 88 2 Male 79 3 1 Research Scientist 1 Married 2194 5868 4 Y No 13 3 4 80 1 5 2 2 3 2 1 2
36 Yes Travel_Rarely 318 Research & Development 9 3 Medical 1 90 4 Male 79 2 1 Research Scientist 3 Married 3388 21777 0 Y Yes 17 3 1 80 1 2 0 2 1 0 0 0
59 No Travel_Frequently 1225 Sales 1 1 Life Sciences 1 91 1 Female 57 2 2 Sales Executive 3 Single 5473 24668 7 Y No 11 3 4 80 0 20 2 2 4 3 1 3
29 No Travel_Rarely 1328 Research & Development 2 3 Life Sciences 1 94 3 Male 76 3 1 Research Scientist 2 Married 2703 4956 0 Y No 23 4 4 80 1 6 3 3 5 4 0 4
31 No Travel_Rarely 1082 Research & Development 1 4 Medical 1 95 3 Male 87 3 1 Research Scientist 2 Single 2501 18775 1 Y No 17 3 2 80 0 1 4 3 1 1 1 0
32 No Travel_Rarely 548 Research & Development 1 3 Life Sciences 1 96 2 Male 66 3 2 Research Scientist 2 Married 6220 7346 1 Y No 17 3 2 80 2 10 3 3 10 4 0 9
36 No Travel_Rarely 132 Research & Development 6 3 Life Sciences 1 97 2 Female 55 4 1 Laboratory Technician 4 Married 3038 22002 3 Y No 12 3 2 80 0 5 3 3 1 0 0 0
31 No Travel_Rarely 746 Research & Development 8 4 Life Sciences 1 98 3 Female 61 3 2 Manufacturing Director 4 Single 4424 20682 1 Y No 23 4 4 80 0 11 2 3 11 7 1 8
35 No Travel_Rarely 776 Sales 1 4 Marketing 1 100 3 Male 32 2 2 Sales Executive 1 Single 4312 23016 0 Y No 14 3 2 80 0 16 2 3 15 13 2 8
45 No Travel_Rarely 193 Research & Development 6 4 Other 1 101 4 Male 52 3 3 Research Director 1 Married 13245 15067 4 Y Yes 14 3 2 80 0 17 3 4 0 0 0 0
37 No Travel_Rarely 397 Research & Development 7 4 Medical 1 102 1 Male 30 3 3 Research Director 3 Single 13664 25258 4 Y No 13 3 1 80 0 16 3 4 5 2 0 2
46 No Travel_Rarely 945 Human Resources 5 2 Medical 1 103 2 Male 80 3 2 Human Resources 2 Divorced 5021 10425 8 Y Yes 22 4 4 80 1 16 2 3 4 2 0 2
30 No Travel_Rarely 852 Research & Development 1 1 Life Sciences 1 104 4 Male 55 2 2 Laboratory Technician 4 Married 5126 15998 1 Y Yes 12 3 3 80 2 10 1 2 10 8 3 0
35 No Travel_Rarely 1214 Research & Development 1 3 Medical 1 105 2 Male 30 2 1 Research Scientist 3 Single 2859 26278 1 Y No 18 3 1 80 0 6 3 3 6 4 0 4
55 No Travel_Rarely 111 Sales 1 2 Life Sciences 1 106 1 Male 70 3 3 Sales Executive 4 Married 10239 18092 3 Y No 14 3 4 80 1 24 4 3 1 0 1 0
38 No Non-Travel 573 Research & Development 6 3 Medical 1 107 2 Female 79 1 2 Research Scientist 4 Divorced 5329 15717 7 Y Yes 12 3 4 80 3 17 3 3 13 11 1 9
34 No Travel_Rarely 1153 Research & Development 1 2 Medical 1 110 1 Male 94 3 2 Manufacturing Director 2 Married 4325 17736 1 Y No 15 3 3 80 0 5 2 3 5 2 1 3
56 No Travel_Rarely 1400 Research & Development 7 3 Life Sciences 1 112 4 Male 49 1 3 Manufacturing Director 4 Single 7260 21698 4 Y No 11 3 1 80 0 37 3 2 6 4 0 2
23 No Travel_Rarely 541 Sales 2 1 Technical Degree 1 113 3 Male 62 3 1 Sales Representative 1 Divorced 2322 9518 3 Y No 13 3 3 80 1 3 3 3 0 0 0 0
51 No Travel_Rarely 432 Research & Development 9 4 Life Sciences 1 116 4 Male 96 3 1 Laboratory Technician 4 Married 2075 18725 3 Y No 23 4 2 80 2 10 4 3 4 2 0 3
30 No Travel_Rarely 288 Research & Development 2 3 Life Sciences 1 117 3 Male 99 2 2 Healthcare Representative 4 Married 4152 15830 1 Y No 19 3 1 80 3 11 3 3 11 10 10 8
46 Yes Travel_Rarely 669 Sales 9 2 Medical 1 118 3 Male 64 2 3 Sales Executive 4 Single 9619 13596 1 Y No 16 3 4 80 0 9 3 3 9 8 4 7
40 No Travel_Frequently 530 Research & Development 1 4 Life Sciences 1 119 3 Male 78 2 4 Healthcare Representative 2 Married 13503 14115 1 Y No 22 4 4 80 1 22 3 2 22 3 11 11
51 No Travel_Rarely 632 Sales 21 4 Marketing 1 120 3 Male 71 3 2 Sales Executive 4 Single 5441 8423 0 Y Yes 22 4 4 80 0 11 2 1 10 7 1 0
30 No Travel_Rarely 1334 Sales 4 2 Medical 1 121 3 Female 63 2 2 Sales Executive 2 Divorced 5209 19760 1 Y Yes 12 3 2 80 3 11 4 2 11 8 2 7
46 No Travel_Frequently 638 Research & Development 1 3 Medical 1 124 3 Male 40 2 3 Healthcare Representative 1 Married 10673 3142 2 Y Yes 13 3 3 80 1 21 5 2 10 9 9 5
32 No Travel_Rarely 1093 Sales 6 4 Medical 1 125 2 Male 87 3 2 Sales Executive 3 Single 5010 24301 1 Y No 16 3 1 80 0 12 0 3 11 8 5 7
54 No Travel_Rarely 1217 Research & Development 2 4 Technical Degree 1 126 1 Female 60 3 3 Research Director 3 Married 13549 24001 9 Y No 12 3 1 80 1 16 5 1 4 3 0 3
24 No Travel_Rarely 1353 Sales 3 2 Other 1 128 1 Female 33 3 2 Sales Executive 3 Married 4999 17519 0 Y No 21 4 1 80 1 4 2 2 3 2 0 2
28 No Non-Travel 120 Sales 4 3 Medical 1 129 2 Male 43 3 2 Sales Executive 3 Married 4221 8863 1 Y No 15 3 2 80 0 5 3 4 5 4 0 4
58 No Travel_Rarely 682 Sales 10 4 Medical 1 131 4 Male 37 3 4 Sales Executive 3 Single 13872 24409 0 Y No 13 3 3 80 0 38 1 2 37 10 1 8
44 No Non-Travel 489 Research & Development 23 3 Medical 1 132 2 Male 67 3 2 Laboratory Technician 2 Married 2042 25043 4 Y No 12 3 3 80 1 17 3 4 3 2 1 2
37 Yes Travel_Rarely 807 Human Resources 6 4 Human Resources 1 133 3 Male 63 3 1 Human Resources 1 Divorced 2073 23648 4 Y Yes 22 4 4 80 0 7 3 3 3 2 0 2
32 No Travel_Rarely 827 Research & Development 1 1 Life Sciences 1 134 4 Male 71 3 1 Research Scientist 1 Single 2956 15178 1 Y No 13 3 4 80 0 1 2 3 1 0 0 0
20 Yes Travel_Frequently 871 Research & Development 6 3 Life Sciences 1 137 4 Female 66 2 1 Laboratory Technician 4 Single 2926 19783 1 Y Yes 18 3 2 80 0 1 5 3 1 0 1 0
34 No Travel_Rarely 665 Research & Development 6 4 Other 1 138 1 Female 41 3 2 Research Scientist 3 Single 4809 12482 1 Y No 14 3 3 80 0 16 3 3 16 13 2 10
37 No Non-Travel 1040 Research & Development 2 2 Life Sciences 1 139 3 Male 100 2 2 Healthcare Representative 4 Divorced 5163 15850 5 Y No 14 3 4 80 1 17 2 4 1 0 0 0
59 No Non-Travel 1420 Human Resources 2 4 Human Resources 1 140 3 Female 32 2 5 Manager 4 Married 18844 21922 9 Y No 21 4 4 80 1 30 3 3 3 2 2 2
50 No Travel_Frequently 1115 Research & Development 1 3 Life Sciences 1 141 1 Female 73 3 5 Research Director 2 Married 18172 9755 3 Y Yes 19 3 1 80 0 28 1 2 8 3 0 7
25 Yes Travel_Rarely 240 Sales 5 3 Marketing 1 142 3 Male 46 2 2 Sales Executive 3 Single 5744 26959 1 Y Yes 11 3 4 80 0 6 1 3 6 4 0 3
25 No Travel_Rarely 1280 Research & Development 7 1 Medical 1 143 4 Male 64 2 1 Research Scientist 4 Married 2889 26897 1 Y No 11 3 3 80 2 2 2 3 2 2 2 1
22 No Travel_Rarely 534 Research & Development 15 3 Medical 1 144 2 Female 59 3 1 Laboratory Technician 4 Single 2871 23785 1 Y No 15 3 3 80 0 1 5 3 0 0 0 0
51 No Travel_Frequently 1456 Research & Development 1 4 Medical 1 145 1 Female 30 2 3 Healthcare Representative 1 Single 7484 25796 3 Y No 20 4 3 80 0 23 1 2 13 12 12 8
34 Yes Travel_Frequently 658 Research & Development 7 3 Life Sciences 1 147 1 Male 66 1 2 Laboratory Technician 3 Single 6074 22887 1 Y Yes 24 4 4 80 0 9 3 3 9 7 0 6
54 No Non-Travel 142 Human Resources 26 3 Human Resources 1 148 4 Female 30 4 4 Manager 4 Single 17328 13871 2 Y Yes 12 3 3 80 0 23 3 3 5 3 4 4
24 No Travel_Rarely 1127 Research & Development 18 1 Life Sciences 1 150 2 Male 52 3 1 Laboratory Technician 3 Married 2774 13257 0 Y No 12 3 3 80 1 6 2 3 5 3 1 2
34 No Travel_Rarely 1031 Research & Development 6 4 Life Sciences 1 151 3 Female 45 2 2 Research Scientist 2 Divorced 4505 15000 6 Y No 15 3 3 80 1 12 3 3 1 0 0 0
37 No Travel_Rarely 1189 Sales 3 3 Life Sciences 1 152 3 Male 87 3 3 Sales Executive 4 Single 7428 14506 2 Y No 12 3 1 80 0 12 3 3 5 3 1 3
34 No Travel_Rarely 1354 Research & Development 5 3 Medical 1 153 3 Female 45 2 3 Manager 1 Single 11631 5615 2 Y No 12 3 4 80 0 14 6 3 11 10 5 8
36 No Travel_Frequently 1467 Sales 11 2 Technical Degree 1 154 2 Female 92 3 3 Sales Executive 4 Married 9738 22952 0 Y No 14 3 3 80 1 10 6 3 9 7 2 8
36 No Travel_Rarely 922 Research & Development 3 2 Life Sciences 1 155 1 Female 39 3 1 Laboratory Technician 4 Divorced 2835 2561 5 Y No 22 4 1 80 1 7 2 3 1 0 0 0
43 No Travel_Frequently 394 Sales 26 2 Life Sciences 1 158 3 Male 92 3 4 Manager 4 Married 16959 19494 1 Y Yes 12 3 4 80 2 25 3 4 25 12 4 12
30 No Travel_Frequently 1312 Research & Development 23 3 Life Sciences 1 159 1 Male 96 1 1 Research Scientist 3 Divorced 2613 22310 1 Y No 25 4 3 80 3 10 2 2 10 7 0 9
33 No Non-Travel 750 Sales 22 2 Marketing 1 160 3 Male 95 3 2 Sales Executive 2 Married 6146 15480 0 Y No 13 3 1 80 1 8 2 4 7 7 0 7
56 Yes Travel_Rarely 441 Research & Development 14 4 Life Sciences 1 161 2 Female 72 3 1 Research Scientist 2 Married 4963 4510 9 Y Yes 18 3 1 80 3 7 2 3 5 4 4 3
51 No Travel_Rarely 684 Research & Development 6 3 Life Sciences 1 162 1 Male 51 3 5 Research Director 3 Single 19537 6462 7 Y No 13 3 3 80 0 23 5 3 20 18 15 15
31 Yes Travel_Rarely 249 Sales 6 4 Life Sciences 1 163 2 Male 76 1 2 Sales Executive 3 Married 6172 20739 4 Y Yes 18 3 2 80 0 12 3 2 7 7 7 7
26 No Travel_Rarely 841 Research & Development 6 3 Other 1 164 3 Female 46 2 1 Research Scientist 2 Married 2368 23300 1 Y No 19 3 3 80 0 5 3 2 5 4 4 3
58 Yes Travel_Rarely 147 Research & Development 23 4 Medical 1 165 4 Female 94 3 3 Healthcare Representative 4 Married 10312 3465 1 Y No 12 3 4 80 1 40 3 2 40 10 15 6
19 Yes Travel_Rarely 528 Sales 22 1 Marketing 1 167 4 Male 50 3 1 Sales Representative 3 Single 1675 26820 1 Y Yes 19 3 4 80 0 0 2 2 0 0 0 0
22 No Travel_Rarely 594 Research & Development 2 1 Technical Degree 1 169 3 Male 100 3 1 Laboratory Technician 4 Married 2523 19299 0 Y No 14 3 3 80 1 3 2 3 2 1 2 1
49 No Travel_Rarely 470 Research & Development 20 4 Medical 1 170 3 Female 96 3 2 Manufacturing Director 1 Married 6567 5549 1 Y No 14 3 3 80 0 16 2 2 15 11 5 11
43 No Travel_Frequently 957 Research & Development 28 3 Medical 1 171 2 Female 72 4 1 Research Scientist 3 Single 4739 16090 4 Y No 12 3 4 80 0 18 2 3 3 2 1 2
50 No Travel_Frequently 809 Sales 12 3 Marketing 1 174 3 Female 77 3 3 Sales Executive 4 Single 9208 6645 4 Y No 11 3 4 80 0 16 3 3 2 2 2 1
31 Yes Travel_Rarely 542 Sales 20 3 Life Sciences 1 175 2 Female 71 1 2 Sales Executive 3 Married 4559 24788 3 Y Yes 11 3 3 80 1 4 2 3 2 2 2 2
41 No Travel_Rarely 802 Sales 9 1 Life Sciences 1 176 3 Male 96 3 3 Sales Executive 3 Divorced 8189 21196 3 Y Yes 13 3 3 80 1 12 2 3 9 7 0 7
26 No Travel_Rarely 1355 Human Resources 25 1 Life Sciences 1 177 3 Female 61 3 1 Human Resources 3 Married 2942 8916 1 Y No 23 4 4 80 1 8 3 3 8 7 5 7
36 No Travel_Rarely 216 Research & Development 6 2 Medical 1 178 2 Male 84 3 2 Manufacturing Director 2 Divorced 4941 2819 6 Y No 20 4 4 80 2 7 0 3 3 2 0 1
51 Yes Travel_Frequently 1150 Research & Development 8 4 Life Sciences 1 179 1 Male 53 1 3 Manufacturing Director 4 Single 10650 25150 2 Y No 15 3 4 80 0 18 2 3 4 2 0 3
39 No Travel_Rarely 1329 Sales 4 4 Life Sciences 1 182 4 Female 47 2 2 Sales Executive 3 Married 5902 14590 4 Y No 14 3 3 80 1 17 1 4 15 11 5 9
25 No Travel_Rarely 959 Sales 28 3 Life Sciences 1 183 1 Male 41 2 2 Sales Executive 3 Married 8639 24835 2 Y No 18 3 4 80 0 6 3 3 2 2 2 2
30 No Travel_Rarely 1240 Human Resources 9 3 Human Resources 1 184 3 Male 48 3 2 Human Resources 4 Married 6347 13982 0 Y Yes 19 3 4 80 0 12 2 1 11 9 4 7
32 Yes Travel_Rarely 1033 Research & Development 9 3 Medical 1 190 1 Female 41 3 1 Laboratory Technician 1 Single 4200 10224 7 Y No 22 4 1 80 0 10 2 4 5 4 0 4
45 No Travel_Rarely 1316 Research & Development 29 3 Medical 1 192 3 Male 83 3 1 Research Scientist 4 Single 3452 9752 5 Y No 13 3 2 80 0 9 2 2 6 5 0 3
38 No Travel_Rarely 364 Research & Development 3 5 Technical Degree 1 193 4 Female 32 3 2 Research Scientist 3 Single 4317 2302 3 Y Yes 20 4 2 80 0 19 2 3 3 2 2 2
30 No Travel_Rarely 438 Research & Development 18 3 Life Sciences 1 194 1 Female 75 3 1 Research Scientist 3 Single 2632 23910 1 Y No 14 3 3 80 0 5 4 2 5 4 0 4
32 No Travel_Frequently 689 Sales 9 2 Medical 1 195 4 Male 35 1 2 Sales Executive 4 Divorced 4668 22812 0 Y No 17 3 4 80 3 9 2 4 8 7 0 7
30 No Travel_Rarely 201 Research & Development 5 3 Technical Degree 1 197 4 Female 84 3 1 Research Scientist 1 Divorced 3204 10415 5 Y No 14 3 4 80 1 8 3 3 3 2 2 2
30 No Travel_Rarely 1427 Research & Development 2 1 Medical 1 198 2 Male 35 2 1 Laboratory Technician 4 Single 2720 11162 0 Y No 13 3 4 80 0 6 3 3 5 3 1 2
41 No Travel_Frequently 857 Research & Development 10 3 Life Sciences 1 199 4 Male 91 2 4 Manager 1 Divorced 17181 12888 4 Y No 13 3 2 80 1 21 2 2 7 6 7 7
41 No Travel_Rarely 933 Research & Development 9 4 Life Sciences 1 200 3 Male 94 3 1 Laboratory Technician 1 Married 2238 6961 2 Y No 21 4 4 80 1 7 2 3 5 0 1 4
19 No Travel_Rarely 1181 Research & Development 3 1 Medical 1 201 2 Female 79 3 1 Laboratory Technician 2 Single 1483 16102 1 Y No 14 3 4 80 0 1 3 3 1 0 0 0
40 No Travel_Frequently 1395 Research & Development 26 3 Medical 1 202 2 Female 54 3 2 Research Scientist 2 Divorced 5605 8504 1 Y No 11 3 1 80 1 20 2 3 20 7 2 13
35 No Travel_Rarely 662 Sales 1 5 Marketing 1 204 3 Male 94 3 3 Sales Executive 2 Married 7295 11439 1 Y No 13 3 1 80 2 10 3 3 10 8 0 6
53 No Travel_Rarely 1436 Sales 6 2 Marketing 1 205 2 Male 34 3 2 Sales Representative 3 Married 2306 16047 2 Y Yes 20 4 4 80 1 13 3 1 7 7 4 5
45 No Travel_Rarely 194 Research & Development 9 3 Life Sciences 1 206 2 Male 60 3 2 Laboratory Technician 2 Divorced 2348 10901 8 Y No 18 3 3 80 1 20 2 1 17 9 0 15
32 No Travel_Frequently 967 Sales 8 3 Marketing 1 207 2 Female 43 3 3 Sales Executive 4 Single 8998 15589 1 Y No 14 3 4 80 0 9 2 3 9 8 3 7
29 No Non-Travel 1496 Research & Development 1 1 Technical Degree 1 208 4 Male 41 3 2 Manufacturing Director 3 Married 4319 26283 1 Y No 13 3 1 80 1 10 1 3 10 7 0 9
51 No Travel_Rarely 1169 Research & Development 7 4 Medical 1 211 2 Male 34 2 2 Manufacturing Director 3 Married 6132 13983 2 Y No 17 3 3 80 0 10 2 3 1 0 0 0
58 No Travel_Rarely 1145 Research & Development 9 3 Medical 1 214 2 Female 75 2 1 Research Scientist 2 Married 3346 11873 4 Y Yes 20 4 2 80 1 9 3 2 1 0 0 0
40 No Travel_Rarely 630 Sales 4 4 Marketing 1 215 3 Male 67 2 3 Sales Executive 4 Married 10855 8552 7 Y No 11 3 1 80 1 15 2 2 12 11 2 11
34 No Travel_Frequently 303 Sales 2 4 Marketing 1 216 3 Female 75 3 1 Sales Representative 3 Married 2231 11314 6 Y No 18 3 4 80 1 6 3 3 4 3 1 2
22 No Travel_Rarely 1256 Research & Development 19 1 Medical 1 217 3 Male 80 3 1 Research Scientist 4 Married 2323 11992 1 Y No 24 4 1 80 2 2 6 3 2 2 2 2
27 No Non-Travel 691 Research & Development 9 3 Medical 1 218 4 Male 57 3 1 Research Scientist 2 Divorced 2024 5970 6 Y No 18 3 4 80 1 6 1 1 2 2 2 2
28 No Travel_Rarely 440 Research & Development 21 3 Medical 1 221 3 Male 42 3 1 Research Scientist 4 Married 2713 6672 1 Y No 11 3 3 80 1 5 2 1 5 2 0 2
57 No Travel_Rarely 334 Research & Development 24 2 Life Sciences 1 223 3 Male 83 4 3 Healthcare Representative 4 Divorced 9439 23402 3 Y Yes 16 3 2 80 1 12 2 1 5 3 1 4
27 No Non-Travel 1450 Research & Development 3 3 Medical 1 224 3 Male 79 2 1 Research Scientist 3 Divorced 2566 25326 1 Y Yes 15 3 4 80 1 1 2 2 1 1 0 1
50 No Travel_Rarely 1452 Research & Development 11 3 Life Sciences 1 226 3 Female 53 3 5 Manager 2 Single 19926 17053 3 Y No 15 3 2 80 0 21 5 3 5 4 4 4
41 No Travel_Rarely 465 Research & Development 14 3 Life Sciences 1 227 1 Male 56 3 1 Research Scientist 3 Divorced 2451 4609 4 Y No 12 3 1 80 1 13 2 3 9 8 1 8
30 No Travel_Rarely 1339 Sales 5 3 Life Sciences 1 228 2 Female 41 3 3 Sales Executive 4 Married 9419 8053 2 Y No 12 3 3 80 1 12 2 3 10 9 7 4
38 No Travel_Rarely 702 Sales 1 4 Life Sciences 1 230 1 Female 59 2 2 Sales Executive 4 Single 8686 12930 4 Y No 22 4 3 80 0 12 2 4 8 3 0 7
32 No Travel_Rarely 120 Research & Development 6 5 Life Sciences 1 231 3 Male 43 3 1 Research Scientist 3 Single 3038 12430 3 Y No 20 4 1 80 0 8 2 3 5 4 1 4
27 No Travel_Rarely 1157 Research & Development 17 3 Technical Degree 1 233 3 Male 51 3 1 Research Scientist 2 Married 3058 13364 0 Y Yes 16 3 4 80 1 6 3 2 5 2 1 1
19 Yes Travel_Frequently 602 Sales 1 1 Technical Degree 1 235 3 Female 100 1 1 Sales Representative 1 Single 2325 20989 0 Y No 21 4 1 80 0 1 5 4 0 0 0 0
36 No Travel_Frequently 1480 Research & Development 3 2 Medical 1 238 4 Male 30 3 1 Laboratory Technician 2 Single 2088 15062 4 Y No 12 3 3 80 0 13 3 2 8 7 7 2
30 No Non-Travel 111 Research & Development 9 3 Medical 1 239 3 Male 66 3 2 Laboratory Technician 1 Divorced 3072 11012 1 Y No 11 3 3 80 2 12 4 3 12 9 6 10
45 No Travel_Rarely 1268 Sales 4 2 Life Sciences 1 240 3 Female 30 3 2 Sales Executive 1 Divorced 5006 6319 4 Y Yes 11 3 1 80 1 9 3 4 5 4 0 3
56 No Travel_Rarely 713 Research & Development 8 3 Life Sciences 1 241 3 Female 67 3 1 Research Scientist 1 Divorced 4257 13939 4 Y Yes 18 3 3 80 1 19 3 3 2 2 2 2
33 No Travel_Rarely 134 Research & Development 2 3 Life Sciences 1 242 3 Male 90 3 1 Research Scientist 4 Single 2500 10515 0 Y No 14 3 1 80 0 4 2 4 3 1 0 2
19 Yes Travel_Rarely 303 Research & Development 2 3 Life Sciences 1 243 2 Male 47 2 1 Laboratory Technician 4 Single 1102 9241 1 Y No 22 4 3 80 0 1 3 2 1 0 1 0
46 No Travel_Rarely 526 Sales 1 2 Marketing 1 244 2 Female 92 3 3 Sales Executive 1 Divorced 10453 2137 1 Y No 25 4 3 80 3 24 2 3 24 13 15 7
38 No Travel_Rarely 1380 Research & Development 9 2 Life Sciences 1 245 3 Female 75 3 1 Laboratory Technician 4 Single 2288 6319 1 Y No 12 3 3 80 0 2 3 3 2 2 2 1
31 No Travel_Rarely 140 Research & Development 12 1 Medical 1 246 3 Female 95 3 1 Research Scientist 4 Married 3929 6984 8 Y Yes 23 4 3 80 1 7 0 3 4 2 0 2
34 No Travel_Rarely 629 Research & Development 27 2 Medical 1 247 4 Female 95 3 1 Research Scientist 2 Single 2311 5711 2 Y No 15 3 4 80 0 9 3 3 3 2 1 2
41 Yes Travel_Rarely 1356 Sales 20 2 Marketing 1 248 2 Female 70 3 1 Sales Representative 2 Single 3140 21728 1 Y Yes 22 4 4 80 0 4 5 2 4 3 0 2
50 No Travel_Rarely 328 Research & Development 1 3 Medical 1 249 3 Male 86 2 1 Laboratory Technician 3 Married 3690 3425 2 Y No 15 3 4 80 1 5 2 2 3 2 0 2
53 No Travel_Rarely 1084 Research & Development 13 2 Medical 1 250 4 Female 57 4 2 Manufacturing Director 1 Divorced 4450 26250 1 Y No 11 3 3 80 2 5 3 3 4 2 1 3
33 No Travel_Rarely 931 Research & Development 14 3 Medical 1 252 4 Female 72 3 1 Research Scientist 2 Married 2756 4673 1 Y No 13 3 4 80 1 8 5 3 8 7 1 6
40 No Travel_Rarely 989 Research & Development 4 1 Medical 1 253 4 Female 46 3 5 Manager 3 Married 19033 6499 1 Y No 14 3 2 80 1 21 2 3 20 8 9 9
55 No Travel_Rarely 692 Research & Development 14 4 Medical 1 254 3 Male 61 4 5 Research Director 2 Single 18722 13339 8 Y No 11 3 4 80 0 36 3 3 24 15 2 15
34 No Travel_Frequently 1069 Research & Development 2 1 Life Sciences 1 256 4 Male 45 2 2 Manufacturing Director 3 Married 9547 14074 1 Y No 17 3 3 80 0 10 2 2 10 9 1 9
51 No Travel_Rarely 313 Research & Development 3 3 Medical 1 258 4 Female 98 3 4 Healthcare Representative 2 Single 13734 7192 3 Y No 18 3 3 80 0 21 6 3 7 7 1 0
52 No Travel_Rarely 699 Research & Development 1 4 Life Sciences 1 259 3 Male 65 2 5 Manager 3 Married 19999 5678 0 Y No 14 3 1 80 1 34 5 3 33 18 11 9
27 No Travel_Rarely 894 Research & Development 9 3 Medical 1 260 4 Female 99 3 1 Research Scientist 2 Single 2279 11781 1 Y No 16 3 4 80 0 7 2 2 7 7 0 3
35 Yes Travel_Rarely 556 Research & Development 23 2 Life Sciences 1 261 2 Male 50 2 2 Manufacturing Director 3 Married 5916 15497 3 Y Yes 13 3 1 80 0 8 1 3 1 0 0 1
43 No Non-Travel 1344 Research & Development 7 3 Medical 1 262 4 Male 37 4 1 Research Scientist 4 Divorced 2089 5228 4 Y No 14 3 4 80 3 7 3 4 5 4 2 2
45 No Non-Travel 1195 Research & Development 2 2 Medical 1 264 1 Male 65 2 4 Manager 4 Married 16792 20462 9 Y No 23 4 4 80 1 22 1 3 20 8 11 8
37 No Travel_Rarely 290 Research & Development 21 3 Life Sciences 1 267 2 Male 65 4 1 Research Scientist 1 Married 3564 22977 1 Y Yes 12 3 1 80 1 8 3 2 8 7 1 7
35 No Travel_Frequently 138 Research & Development 2 3 Medical 1 269 2 Female 37 3 2 Laboratory Technician 2 Single 4425 15986 5 Y No 11 3 4 80 0 10 5 3 6 2 1 2
42 No Non-Travel 926 Research & Development 21 2 Medical 1 270 3 Female 36 3 2 Manufacturing Director 3 Divorced 5265 16439 2 Y No 16 3 2 80 1 11 5 3 5 3 0 2
38 No Travel_Rarely 1261 Research & Development 2 4 Life Sciences 1 271 4 Male 88 3 2 Manufacturing Director 3 Married 6553 7259 9 Y No 14 3 2 80 0 14 3 3 1 0 0 0
38 No Travel_Rarely 1084 Research & Development 29 3 Technical Degree 1 273 4 Male 54 3 2 Manufacturing Director 4 Married 6261 4185 3 Y No 18 3 1 80 1 9 3 1 7 7 1 7
27 No Travel_Frequently 472 Research & Development 1 1 Technical Degree 1 274 3 Male 60 2 2 Manufacturing Director 1 Married 4298 9679 5 Y No 19 3 3 80 1 6 1 3 2 2 2 0
49 No Non-Travel 1002 Research & Development 18 4 Life Sciences 1 275 4 Male 92 3 2 Manufacturing Director 4 Divorced 6804 23793 1 Y Yes 15 3 1 80 2 7 0 3 7 7 1 7
34 No Travel_Frequently 878 Research & Development 10 4 Medical 1 277 4 Male 43 3 1 Research Scientist 3 Divorced 3815 5972 1 Y Yes 17 3 4 80 1 5 4 4 5 3 2 0
40 No Travel_Rarely 905 Research & Development 19 2 Medical 1 281 3 Male 99 3 2 Laboratory Technician 4 Married 2741 16523 8 Y Yes 15 3 3 80 1 15 2 4 7 2 3 7
38 Yes Travel_Rarely 1180 Research & Development 29 1 Medical 1 282 2 Male 70 3 2 Healthcare Representative 1 Married 6673 11354 7 Y Yes 19 3 2 80 0 17 2 3 1 0 0 0
29 Yes Travel_Rarely 121 Sales 27 3 Marketing 1 283 2 Female 35 3 3 Sales Executive 4 Married 7639 24525 1 Y No 22 4 4 80 3 10 3 2 10 4 1 9
22 No Travel_Rarely 1136 Research & Development 5 3 Life Sciences 1 284 4 Male 60 4 1 Research Scientist 2 Divorced 2328 12392 1 Y Yes 16 3 1 80 1 4 2 2 4 2 2 2
36 No Travel_Frequently 635 Research & Development 18 1 Medical 1 286 2 Female 73 3 1 Laboratory Technician 4 Single 2153 7703 1 Y No 13 3 1 80 0 8 2 3 8 1 1 7
40 No Non-Travel 1151 Research & Development 9 5 Life Sciences 1 287 4 Male 63 2 2 Healthcare Representative 4 Married 4876 14242 9 Y No 14 3 4 80 1 5 5 1 3 2 0 2
46 No Travel_Rarely 644 Research & Development 1 4 Medical 1 288 4 Male 97 3 3 Healthcare Representative 1 Divorced 9396 12368 7 Y No 16 3 3 80 1 17 3 3 4 2 0 3
32 Yes Travel_Rarely 1045 Sales 4 4 Medical 1 291 4 Male 32 1 3 Sales Executive 4 Married 10400 25812 1 Y No 11 3 3 80 0 14 2 2 14 8 9 8
30 No Non-Travel 829 Research & Development 1 1 Life Sciences 1 292 3 Male 88 2 3 Manufacturing Director 3 Single 8474 20925 1 Y No 22 4 3 80 0 12 2 3 11 8 5 8
27 No Travel_Frequently 1242 Sales 20 3 Life Sciences 1 293 4 Female 90 3 2 Sales Executive 3 Single 9981 12916 1 Y No 14 3 4 80 0 7 2 3 7 7 0 7
51 No Travel_Rarely 1469 Research & Development 8 4 Life Sciences 1 296 2 Male 81 2 3 Research Director 2 Married 12490 15736 5 Y No 16 3 4 80 2 16 5 1 10 9 4 7
30 Yes Travel_Rarely 1005 Research & Development 3 3 Technical Degree 1 297 4 Female 88 3 1 Research Scientist 1 Single 2657 8556 5 Y Yes 11 3 3 80 0 8 5 3 5 2 0 4
41 No Travel_Rarely 896 Sales 6 3 Life Sciences 1 298 4 Female 75 3 3 Manager 4 Single 13591 14674 3 Y Yes 18 3 3 80 0 16 3 3 1 0 0 0
30 Yes Travel_Frequently 334 Sales 26 4 Marketing 1 299 3 Female 52 2 2 Sales Executive 1 Single 6696 22967 5 Y No 15 3 3 80 0 9 5 2 6 3 0 1
29 Yes Travel_Rarely 992 Research & Development 1 3 Technical Degree 1 300 3 Male 85 3 1 Research Scientist 3 Single 2058 19757 0 Y No 14 3 4 80 0 7 1 2 6 2 1 5
45 No Non-Travel 1052 Sales 6 3 Medical 1 302 4 Female 57 2 3 Sales Executive 4 Single 8865 16840 6 Y No 12 3 4 80 0 23 2 3 19 7 12 8
54 No Travel_Rarely 1147 Sales 3 3 Marketing 1 303 4 Female 52 3 2 Sales Executive 1 Married 5940 17011 2 Y No 14 3 4 80 1 16 4 3 6 2 0 5
36 No Travel_Rarely 1396 Research & Development 5 2 Life Sciences 1 304 4 Male 62 3 2 Laboratory Technician 2 Single 5914 9945 8 Y No 16 3 4 80 0 16 3 4 13 11 3 7
33 No Travel_Rarely 147 Research & Development 4 4 Medical 1 305 3 Female 47 2 1 Research Scientist 2 Married 2622 13248 6 Y No 21 4 4 80 0 7 3 3 3 2 1 1
37 No Travel_Frequently 663 Research & Development 11 3 Other 1 306 2 Male 47 3 3 Research Director 4 Divorced 12185 10056 1 Y Yes 14 3 3 80 3 10 1 3 10 8 0 7
38 No Travel_Rarely 119 Sales 3 3 Life Sciences 1 307 1 Male 76 3 3 Sales Executive 3 Divorced 10609 9647 0 Y No 12 3 3 80 2 17 6 2 16 10 5 13
31 No Non-Travel 979 Research & Development 1 4 Medical 1 308 3 Male 90 1 2 Manufacturing Director 3 Married 4345 4381 0 Y No 12 3 4 80 1 6 2 3 5 4 1 4
59 No Travel_Rarely 142 Research & Development 3 3 Life Sciences 1 309 3 Male 70 2 1 Research Scientist 4 Married 2177 8456 3 Y No 17 3 1 80 1 7 6 3 1 0 0 0
37 No Travel_Frequently 319 Sales 4 4 Marketing 1 311 1 Male 41 3 1 Sales Representative 4 Divorced 2793 2539 4 Y No 17 3 3 80 1 13 2 3 9 8 5 8
29 No Travel_Frequently 1413 Sales 1 1 Medical 1 312 2 Female 42 3 3 Sales Executive 4 Married 7918 6599 1 Y No 14 3 4 80 1 11 5 3 11 10 4 1
35 No Travel_Frequently 944 Sales 1 3 Marketing 1 314 3 Female 92 3 3 Sales Executive 3 Single 8789 9096 1 Y No 14 3 1 80 0 10 3 4 10 7 0 8
29 Yes Travel_Rarely 896 Research & Development 18 1 Medical 1 315 3 Male 86 2 1 Research Scientist 4 Single 2389 14961 1 Y Yes 13 3 3 80 0 4 3 2 4 3 0 1
52 No Travel_Rarely 1323 Research & Development 2 3 Life Sciences 1 316 3 Female 89 2 1 Laboratory Technician 4 Single 3212 3300 7 Y No 15 3 2 80 0 6 3 2 2 2 2 2
42 No Travel_Rarely 532 Research & Development 4 2 Technical Degree 1 319 3 Male 58 3 5 Manager 4 Married 19232 4933 1 Y No 11 3 4 80 0 22 3 3 22 17 11 15
59 No Travel_Rarely 818 Human Resources 6 2 Medical 1 321 2 Male 52 3 1 Human Resources 3 Married 2267 25657 8 Y No 17 3 4 80 0 7 2 2 2 2 2 2
50 No Travel_Rarely 854 Sales 1 4 Medical 1 323 4 Female 68 3 5 Manager 4 Divorced 19517 24118 3 Y No 11 3 3 80 1 32 3 2 7 0 0 6
33 Yes Travel_Rarely 813 Research & Development 14 3 Medical 1 325 3 Male 58 3 1 Laboratory Technician 4 Married 2436 22149 5 Y Yes 13 3 3 80 1 8 2 1 5 4 0 4
43 No Travel_Rarely 1034 Sales 16 3 Marketing 1 327 4 Female 80 3 4 Manager 4 Married 16064 7744 5 Y Yes 22 4 3 80 1 22 3 3 17 13 1 9
33 Yes Travel_Rarely 465 Research & Development 2 2 Life Sciences 1 328 1 Female 39 3 1 Laboratory Technician 1 Married 2707 21509 7 Y No 20 4 1 80 0 13 3 4 9 7 1 7
52 No Non-Travel 771 Sales 2 4 Life Sciences 1 329 1 Male 79 2 5 Manager 3 Single 19068 21030 1 Y Yes 18 3 4 80 0 33 2 4 33 7 15 12
32 No Travel_Rarely 1401 Sales 4 2 Life Sciences 1 330 3 Female 56 3 1 Sales Representative 2 Married 3931 20990 2 Y No 11 3 1 80 1 6 5 3 4 3 1 2
32 Yes Travel_Rarely 515 Research & Development 1 3 Life Sciences 1 331 4 Male 62 2 1 Laboratory Technician 3 Single 3730 9571 0 Y Yes 14 3 4 80 0 4 2 1 3 2 1 2
39 No Travel_Rarely 1431 Research & Development 1 4 Medical 1 332 3 Female 96 3 1 Laboratory Technician 3 Divorced 2232 15417 7 Y No 14 3 3 80 3 7 1 3 3 2 1 2
32 No Non-Travel 976 Sales 26 4 Marketing 1 333 3 Male 100 3 2 Sales Executive 4 Married 4465 12069 0 Y No 18 3 1 80 0 4 2 3 3 2 2 2
41 No Travel_Rarely 1411 Research & Development 19 2 Life Sciences 1 334 3 Male 36 3 2 Research Scientist 1 Divorced 3072 19877 2 Y No 16 3 1 80 2 17 2 2 1 0 0 0
40 No Travel_Rarely 1300 Research & Development 24 2 Technical Degree 1 335 1 Male 62 3 2 Research Scientist 4 Divorced 3319 24447 1 Y No 17 3 1 80 2 9 3 3 9 8 4 7
45 No Travel_Rarely 252 Research & Development 1 3 Other 1 336 3 Male 70 4 5 Manager 4 Married 19202 15970 0 Y No 11 3 3 80 1 25 2 3 24 0 1 7
31 No Travel_Frequently 1327 Research & Development 3 4 Medical 1 337 2 Male 73 3 3 Research Director 3 Divorced 13675 13523 9 Y No 12 3 1 80 1 9 3 3 2 2 2 2
33 No Travel_Rarely 832 Research & Development 5 4 Life Sciences 1 338 3 Female 63 2 1 Research Scientist 4 Married 2911 14776 1 Y No 13 3 3 80 1 2 2 2 2 2 0 2
34 No Travel_Rarely 470 Research & Development 2 4 Life Sciences 1 339 4 Male 84 2 2 Manufacturing Director 1 Married 5957 23687 6 Y No 13 3 2 80 1 13 3 3 11 9 5 9
37 No Travel_Rarely 1017 Research & Development 1 2 Medical 1 340 3 Female 83 2 1 Research Scientist 1 Married 3920 18697 2 Y No 14 3 1 80 1 17 2 2 3 1 0 2
45 No Travel_Frequently 1199 Research & Development 7 4 Life Sciences 1 341 1 Male 77 4 2 Manufacturing Director 3 Married 6434 5118 4 Y No 17 3 4 80 1 9 1 3 3 2 0 2
37 Yes Travel_Frequently 504 Research & Development 10 3 Medical 1 342 1 Male 61 3 3 Manufacturing Director 3 Divorced 10048 22573 6 Y No 11 3 2 80 2 17 5 3 1 0 0 0
39 No Travel_Frequently 505 Research & Development 2 4 Technical Degree 1 343 3 Female 64 3 3 Healthcare Representative 3 Single 10938 6420 0 Y No 25 4 4 80 0 20 1 3 19 6 11 8
29 No Travel_Rarely 665 Research & Development 15 3 Life Sciences 1 346 3 Male 60 3 1 Research Scientist 4 Single 2340 22673 1 Y No 19 3 1 80 0 6 1 3 6 5 1 5
42 No Travel_Rarely 916 Research & Development 17 2 Life Sciences 1 347 4 Female 82 4 2 Research Scientist 1 Single 6545 23016 3 Y Yes 13 3 3 80 0 10 1 3 3 2 0 2
29 No Travel_Rarely 1247 Sales 20 2 Marketing 1 349 4 Male 45 3 2 Sales Executive 4 Divorced 6931 10732 2 Y No 14 3 4 80 1 10 2 3 3 2 0 2
25 No Travel_Rarely 685 Research & Development 1 3 Life Sciences 1 350 1 Female 62 3 2 Manufacturing Director 3 Married 4898 7505 0 Y No 12 3 4 80 2 5 3 3 4 2 1 2
42 No Travel_Rarely 269 Research & Development 2 3 Medical 1 351 4 Female 56 2 1 Laboratory Technician 1 Divorced 2593 8007 0 Y Yes 11 3 3 80 1 10 4 3 9 6 7 8
40 No Travel_Rarely 1416 Research & Development 2 2 Medical 1 352 1 Male 49 3 5 Research Director 3 Divorced 19436 5949 0 Y No 19 3 4 80 1 22 5 3 21 7 3 9
51 No Travel_Rarely 833 Research & Development 1 3 Life Sciences 1 353 3 Male 96 3 1 Research Scientist 4 Married 2723 23231 1 Y No 11 3 2 80 0 1 0 2 1 0 0 0
31 Yes Travel_Frequently 307 Research & Development 29 2 Medical 1 355 3 Male 71 2 1 Laboratory Technician 2 Single 3479 11652 0 Y No 11 3 2 80 0 6 2 4 5 4 1 4
32 No Travel_Frequently 1311 Research & Development 7 3 Life Sciences 1 359 2 Male 100 4 1 Laboratory Technician 2 Married 2794 26062 1 Y No 20 4 3 80 0 5 3 1 5 1 0 3
38 No Non-Travel 1327 Sales 2 2 Life Sciences 1 361 4 Male 39 2 2 Sales Executive 4 Married 5249 19682 3 Y No 18 3 4 80 1 13 0 3 8 7 7 5
32 No Travel_Rarely 128 Research & Development 2 1 Technical Degree 1 362 4 Male 84 2 2 Laboratory Technician 1 Single 2176 19737 4 Y No 13 3 4 80 0 9 5 3 6 2 0 4
46 No Travel_Rarely 488 Sales 2 3 Technical Degree 1 363 3 Female 75 1 4 Manager 2 Married 16872 14977 3 Y Yes 12 3 2 80 1 28 2 2 7 7 7 7
28 Yes Travel_Rarely 529 Research & Development 2 4 Life Sciences 1 364 1 Male 79 3 1 Laboratory Technician 3 Single 3485 14935 2 Y No 11 3 3 80 0 5 5 1 0 0 0 0
29 No Travel_Rarely 1210 Sales 2 3 Medical 1 366 1 Male 78 2 2 Sales Executive 2 Married 6644 3687 2 Y No 19 3 2 80 2 10 2 3 0 0 0 0
31 No Travel_Rarely 1463 Research & Development 23 3 Medical 1 367 2 Male 64 2 2 Healthcare Representative 4 Married 5582 14408 0 Y No 21 4 2 80 1 10 2 3 9 0 7 8
25 No Non-Travel 675 Research & Development 5 2 Life Sciences 1 369 2 Male 85 4 2 Healthcare Representative 1 Divorced 4000 18384 1 Y No 12 3 4 80 2 6 2 3 6 3 1 5
45 No Travel_Rarely 1385 Research & Development 20 2 Medical 1 372 3 Male 79 3 4 Healthcare Representative 4 Married 13496 7501 0 Y Yes 14 3 2 80 0 21 2 3 20 7 4 10
36 No Travel_Rarely 1403 Research & Development 6 3 Life Sciences 1 373 4 Male 47 3 1 Laboratory Technician 4 Married 3210 20251 0 Y No 11 3 3 80 1 16 4 3 15 13 10 11
55 No Travel_Rarely 452 Research & Development 1 3 Medical 1 374 4 Male 81 3 5 Manager 1 Single 19045 18938 0 Y Yes 14 3 3 80 0 37 2 3 36 10 4 13
47 Yes Non-Travel 666 Research & Development 29 4 Life Sciences 1 376 1 Male 88 3 3 Manager 2 Married 11849 10268 1 Y Yes 12 3 4 80 1 10 2 2 10 7 9 9
28 No Travel_Rarely 1158 Research & Development 9 3 Medical 1 377 4 Male 94 3 1 Research Scientist 4 Married 2070 2613 1 Y No 23 4 4 80 1 5 3 2 5 2 0 4
37 No Travel_Rarely 228 Sales 6 4 Medical 1 378 3 Male 98 3 2 Sales Executive 4 Married 6502 22825 4 Y No 14 3 2 80 1 7 5 4 5 4 0 1
21 No Travel_Rarely 996 Research & Development 3 2 Medical 1 379 4 Male 100 2 1 Research Scientist 3 Single 3230 10531 1 Y No 17 3 1 80 0 3 4 4 3 2 1 0
37 No Non-Travel 728 Research & Development 1 4 Medical 1 380 1 Female 80 3 3 Research Director 4 Divorced 13603 11677 2 Y Yes 18 3 1 80 2 15 2 3 5 2 0 2
35 No Travel_Rarely 1315 Research & Development 22 3 Life Sciences 1 381 2 Female 71 4 3 Manager 2 Divorced 11996 19100 7 Y No 18 3 2 80 1 10 6 2 7 7 6 2
38 No Travel_Rarely 322 Sales 7 2 Medical 1 382 1 Female 44 4 2 Sales Executive 1 Divorced 5605 19191 1 Y Yes 24 4 3 80 1 8 3 3 8 0 7 7
26 No Travel_Frequently 1479 Research & Development 1 3 Life Sciences 1 384 3 Female 84 3 2 Manufacturing Director 2 Divorced 6397 26767 1 Y No 20 4 1 80 1 6 6 1 6 5 1 4
50 No Travel_Rarely 797 Research & Development 4 1 Life Sciences 1 385 1 Male 96 3 5 Research Director 2 Divorced 19144 15815 3 Y No 14 3 1 80 2 28 4 2 10 4 1 6
53 No Travel_Rarely 1070 Research & Development 3 4 Medical 1 386 3 Male 45 3 4 Research Director 3 Married 17584 21016 3 Y Yes 16 3 4 80 3 21 5 2 5 3 1 3
42 No Travel_Rarely 635 Sales 1 1 Life Sciences 1 387 2 Male 99 3 2 Sales Executive 3 Married 4907 24532 1 Y No 25 4 3 80 0 20 3 3 20 16 11 6
29 No Travel_Frequently 442 Sales 2 2 Life Sciences 1 388 2 Male 44 3 2 Sales Executive 4 Single 4554 20260 1 Y No 18 3 1 80 0 10 3 2 10 7 0 9
55 No Travel_Rarely 147 Research & Development 20 2 Technical Degree 1 389 2 Male 37 3 2 Laboratory Technician 4 Married 5415 15972 3 Y Yes 19 3 4 80 1 12 4 3 10 7 0 8
26 No Travel_Frequently 496 Research & Development 11 2 Medical 1 390 1 Male 60 3 2 Healthcare Representative 1 Married 4741 22722 1 Y Yes 13 3 3 80 1 5 3 3 5 3 3 3
37 No Travel_Rarely 1372 Research & Development 1 3 Life Sciences 1 391 4 Female 42 3 1 Research Scientist 4 Single 2115 15881 1 Y No 12 3 2 80 0 17 3 3 17 12 5 7
44 Yes Travel_Frequently 920 Research & Development 24 3 Life Sciences 1 392 4 Male 43 3 1 Laboratory Technician 3 Divorced 3161 19920 3 Y Yes 22 4 4 80 1 19 0 1 1 0 0 0
38 No Travel_Rarely 688 Research & Development 23 4 Life Sciences 1 393 4 Male 82 3 2 Healthcare Representative 4 Divorced 5745 18899 9 Y No 14 3 2 80 1 10 2 3 2 2 1 2
26 Yes Travel_Rarely 1449 Research & Development 16 4 Medical 1 394 1 Male 45 3 1 Laboratory Technician 2 Divorced 2373 14180 2 Y Yes 13 3 4 80 1 5 2 3 3 2 0 2
28 No Travel_Rarely 1117 Research & Development 8 2 Life Sciences 1 395 4 Female 66 3 1 Research Scientist 4 Single 3310 4488 1 Y No 21 4 4 80 0 5 3 3 5 3 0 2
49 No Travel_Frequently 636 Research & Development 10 4 Life Sciences 1 396 3 Female 35 3 5 Research Director 1 Single 18665 25594 9 Y Yes 11 3 4 80 0 22 4 3 3 2 1 2
36 No Travel_Rarely 506 Research & Development 3 3 Technical Degree 1 397 3 Male 30 3 2 Research Scientist 2 Single 4485 26285 4 Y No 12 3 4 80 0 10 2 3 8 0 7 7
31 No Travel_Frequently 444 Sales 5 3 Marketing 1 399 4 Female 84 3 1 Sales Representative 2 Divorced 2789 3909 1 Y No 11 3 3 80 1 2 5 2 2 2 2 2
26 Yes Travel_Rarely 950 Sales 4 4 Marketing 1 401 4 Male 48 2 2 Sales Executive 4 Single 5828 8450 1 Y Yes 12 3 2 80 0 8 0 3 8 7 7 4
37 No Travel_Frequently 889 Research & Development 9 3 Medical 1 403 2 Male 53 3 1 Research Scientist 4 Married 2326 11411 1 Y Yes 12 3 3 80 3 4 3 2 4 2 1 2
42 No Travel_Frequently 555 Sales 26 3 Marketing 1 404 3 Female 77 3 4 Sales Executive 2 Married 13525 14864 5 Y No 14 3 4 80 1 23 2 4 20 4 4 8
18 Yes Travel_Rarely 230 Research & Development 3 3 Life Sciences 1 405 3 Male 54 3 1 Laboratory Technician 3 Single 1420 25233 1 Y No 13 3 3 80 0 0 2 3 0 0 0 0
35 No Travel_Rarely 1232 Sales 16 3 Marketing 1 406 3 Male 96 3 3 Sales Executive 2 Married 8020 5100 0 Y No 15 3 3 80 2 12 3 2 11 9 6 9
36 No Travel_Frequently 566 Research & Development 18 4 Life Sciences 1 407 3 Male 81 4 1 Laboratory Technician 4 Married 3688 7122 4 Y No 18 3 4 80 2 4 2 3 1 0 0 0
51 No Travel_Rarely 1302 Research & Development 2 3 Medical 1 408 4 Male 84 1 2 Manufacturing Director 2 Divorced 5482 16321 5 Y No 18 3 4 80 1 13 3 3 4 1 1 2
41 No Travel_Rarely 334 Sales 2 4 Life Sciences 1 410 4 Male 88 3 4 Manager 2 Single 16015 15896 1 Y No 19 3 2 80 0 22 2 3 22 10 0 4
18 No Travel_Rarely 812 Sales 10 3 Medical 1 411 4 Female 69 2 1 Sales Representative 3 Single 1200 9724 1 Y No 12 3 1 80 0 0 2 3 0 0 0 0
28 No Travel_Rarely 1476 Research & Development 16 2 Medical 1 412 2 Male 68 4 2 Healthcare Representative 1 Single 5661 4824 0 Y No 19 3 3 80 0 9 2 3 8 3 0 7
31 No Travel_Rarely 218 Sales 7 3 Technical Degree 1 416 2 Male 100 4 2 Sales Executive 4 Married 6929 12241 4 Y No 11 3 2 80 1 10 3 2 8 7 7 7
39 No Travel_Rarely 1132 Research & Development 1 3 Medical 1 417 3 Male 48 4 3 Healthcare Representative 4 Divorced 9613 10942 0 Y No 17 3 1 80 3 19 5 2 18 10 3 7
36 No Non-Travel 1105 Research & Development 24 4 Life Sciences 1 419 2 Female 47 3 2 Laboratory Technician 2 Married 5674 6927 7 Y No 15 3 3 80 1 11 3 3 9 8 0 8
32 No Travel_Rarely 906 Sales 7 3 Life Sciences 1 420 4 Male 91 2 2 Sales Executive 3 Married 5484 16985 1 Y No 14 3 3 80 1 13 3 2 13 8 4 8
38 No Travel_Rarely 849 Research & Development 25 2 Life Sciences 1 421 1 Female 81 2 3 Research Director 2 Married 12061 26707 3 Y No 17 3 3 80 1 19 2 3 10 8 0 1
58 No Non-Travel 390 Research & Development 1 4 Life Sciences 1 422 4 Male 32 1 2 Healthcare Representative 3 Divorced 5660 17056 2 Y Yes 13 3 4 80 1 12 2 3 5 3 1 2
31 No Travel_Rarely 691 Research & Development 5 4 Technical Degree 1 423 3 Male 86 3 1 Research Scientist 4 Married 4821 10077 0 Y Yes 12 3 3 80 1 6 4 3 5 2 0 3
31 No Travel_Rarely 106 Human Resources 2 3 Human Resources 1 424 1 Male 62 2 2 Human Resources 1 Married 6410 17822 3 Y No 12 3 4 80 0 9 1 3 2 2 1 0
45 No Travel_Frequently 1249 Research & Development 7 3 Life Sciences 1 425 1 Male 97 3 3 Laboratory Technician 1 Divorced 5210 20308 1 Y No 18 3 1 80 1 24 2 3 24 9 9 11
31 No Travel_Rarely 192 Research & Development 2 4 Life Sciences 1 426 3 Male 32 3 1 Research Scientist 4 Divorced 2695 7747 0 Y Yes 18 3 2 80 1 3 2 1 2 2 2 2
33 No Travel_Frequently 553 Research & Development 5 4 Life Sciences 1 428 4 Female 74 3 3 Manager 2 Married 11878 23364 6 Y No 11 3 2 80 2 12 2 3 10 6 8 8
39 No Travel_Rarely 117 Research & Development 10 1 Medical 1 429 3 Male 99 3 4 Manager 1 Married 17068 5355 1 Y Yes 14 3 4 80 0 21 3 3 21 9 11 10
43 No Travel_Frequently 185 Research & Development 10 4 Life Sciences 1 430 3 Female 33 3 1 Laboratory Technician 4 Single 2455 10675 0 Y No 19 3 1 80 0 9 5 3 8 7 1 7
49 No Travel_Rarely 1091 Research & Development 1 2 Technical Degree 1 431 3 Female 90 2 4 Healthcare Representative 3 Single 13964 17810 7 Y Yes 12 3 4 80 0 25 2 3 7 1 0 7
52 Yes Travel_Rarely 723 Research & Development 8 4 Medical 1 433 3 Male 85 2 2 Research Scientist 2 Married 4941 17747 2 Y No 15 3 1 80 0 11 3 2 8 2 7 7
27 No Travel_Rarely 1220 Research & Development 5 3 Life Sciences 1 434 3 Female 85 3 1 Research Scientist 2 Single 2478 20938 1 Y Yes 12 3 2 80 0 4 2 2 4 3 1 2
32 No Travel_Rarely 588 Sales 8 2 Technical Degree 1 436 3 Female 65 2 2 Sales Executive 2 Married 5228 24624 1 Y Yes 11 3 4 80 0 13 2 3 13 12 11 9
27 No Travel_Rarely 1377 Sales 2 3 Life Sciences 1 437 4 Male 74 3 2 Sales Executive 3 Single 4478 5242 1 Y Yes 11 3 1 80 0 5 3 3 5 4 0 4
31 No Travel_Rarely 691 Sales 7 3 Marketing 1 438 4 Male 73 3 2 Sales Executive 4 Divorced 7547 7143 4 Y No 12 3 4 80 3 13 3 3 7 7 1 7
32 No Travel_Rarely 1018 Research & Development 2 4 Medical 1 439 1 Female 74 4 2 Research Scientist 4 Single 5055 10557 7 Y No 16 3 3 80 0 10 0 2 7 7 0 7
28 Yes Travel_Rarely 1157 Research & Development 2 4 Medical 1 440 1 Male 84 1 1 Research Scientist 4 Married 3464 24737 5 Y Yes 13 3 4 80 0 5 4 2 3 2 2 2
30 No Travel_Rarely 1275 Research & Development 28 2 Medical 1 441 4 Female 64 3 2 Research Scientist 4 Married 5775 11934 1 Y No 13 3 4 80 2 11 2 3 10 8 1 9
31 No Travel_Frequently 798 Research & Development 7 2 Life Sciences 1 442 3 Female 48 2 3 Manufacturing Director 3 Married 8943 14034 1 Y No 24 4 1 80 1 10 2 3 10 9 8 9
39 No Travel_Frequently 672 Research & Development 7 2 Medical 1 444 3 Male 54 2 5 Manager 4 Married 19272 21141 1 Y No 15 3 1 80 1 21 2 3 21 9 13 3
39 Yes Travel_Rarely 1162 Sales 3 2 Medical 1 445 4 Female 41 3 2 Sales Executive 3 Married 5238 17778 4 Y Yes 18 3 1 80 0 12 3 2 1 0 0 0
33 No Travel_Frequently 508 Sales 10 3 Marketing 1 446 2 Male 46 2 2 Sales Executive 4 Single 4682 4317 3 Y No 14 3 3 80 0 9 6 2 7 7 0 1
47 No Travel_Rarely 1482 Research & Development 5 5 Life Sciences 1 447 4 Male 42 3 5 Research Director 3 Married 18300 16375 4 Y No 11 3 2 80 1 21 2 3 3 2 1 1
43 No Travel_Frequently 559 Research & Development 10 4 Life Sciences 1 448 3 Female 82 2 2 Laboratory Technician 3 Divorced 5257 6227 1 Y No 11 3 2 80 1 9 3 4 9 7 0 0
27 No Non-Travel 210 Sales 1 1 Marketing 1 449 3 Male 73 3 2 Sales Executive 2 Married 6349 22107 0 Y Yes 13 3 4 80 1 6 0 3 5 4 1 4
54 No Travel_Frequently 928 Research & Development 20 4 Life Sciences 1 450 4 Female 31 3 2 Research Scientist 3 Single 4869 16885 3 Y No 12 3 4 80 0 20 4 2 4 3 0 3
43 No Travel_Rarely 1001 Research & Development 7 3 Life Sciences 1 451 3 Female 43 3 3 Healthcare Representative 1 Married 9985 9262 8 Y No 16 3 1 80 1 10 1 2 1 0 0 0
45 No Travel_Rarely 549 Research & Development 8 4 Other 1 452 4 Male 75 3 2 Research Scientist 4 Married 3697 9278 9 Y No 14 3 1 80 2 12 3 3 10 9 9 8
40 No Travel_Rarely 1124 Sales 1 2 Medical 1 453 2 Male 57 1 2 Sales Executive 4 Married 7457 13273 2 Y Yes 22 4 3 80 3 6 2 2 4 3 0 2
29 Yes Travel_Rarely 318 Research & Development 8 4 Other 1 454 2 Male 77 1 1 Laboratory Technician 1 Married 2119 4759 1 Y Yes 11 3 4 80 0 7 4 2 7 7 0 7
29 No Travel_Rarely 738 Research & Development 9 5 Other 1 455 2 Male 30 2 1 Laboratory Technician 4 Single 3983 7621 0 Y No 17 3 3 80 0 4 2 3 3 2 2 2
30 No Travel_Rarely 570 Sales 5 3 Marketing 1 456 4 Female 30 2 2 Sales Executive 3 Divorced 6118 5431 1 Y No 13 3 3 80 3 10 2 3 10 9 1 2
27 No Travel_Rarely 1130 Sales 8 4 Marketing 1 458 2 Female 56 3 2 Sales Executive 2 Married 6214 3415 1 Y No 18 3 1 80 1 8 3 3 8 7 0 7
37 No Travel_Rarely 1192 Research & Development 5 2 Medical 1 460 4 Male 61 3 2 Manufacturing Director 4 Divorced 6347 23177 7 Y No 16 3 3 80 2 8 2 2 6 2 0 4
38 No Travel_Rarely 343 Research & Development 15 2 Life Sciences 1 461 3 Male 92 2 3 Research Director 4 Divorced 11510 15682 0 Y Yes 14 3 2 80 1 12 3 3 11 10 2 9
31 No Travel_Rarely 1232 Research & Development 7 4 Medical 1 462 3 Female 39 3 3 Manufacturing Director 4 Single 7143 25713 1 Y Yes 14 3 3 80 0 11 2 2 11 9 4 10
29 No Travel_Rarely 144 Sales 10 1 Marketing 1 463 4 Female 39 2 2 Sales Executive 2 Divorced 8268 11866 1 Y Yes 14 3 1 80 2 7 2 3 7 7 1 7
35 No Travel_Rarely 1296 Research & Development 5 4 Technical Degree 1 464 3 Male 62 3 3 Manufacturing Director 2 Single 8095 18264 0 Y No 13 3 4 80 0 17 5 3 16 6 0 13
23 No Travel_Rarely 1309 Research & Development 26 1 Life Sciences 1 465 3 Male 83 3 1 Research Scientist 4 Divorced 2904 16092 1 Y No 12 3 3 80 2 4 2 2 4 2 0 2
41 No Travel_Rarely 483 Research & Development 6 3 Medical 1 466 4 Male 95 2 2 Manufacturing Director 2 Single 6032 10110 6 Y Yes 15 3 4 80 0 8 3 3 5 4 1 2
47 No Travel_Frequently 1309 Sales 4 1 Medical 1 467 2 Male 99 3 2 Sales Representative 3 Single 2976 25751 3 Y No 19 3 1 80 0 5 3 3 0 0 0 0
42 No Travel_Rarely 810 Research & Development 23 5 Life Sciences 1 468 1 Female 44 3 4 Research Director 4 Single 15992 15901 2 Y No 14 3 2 80 0 16 2 3 1 0 0 0
29 No Non-Travel 746 Sales 2 3 Life Sciences 1 469 4 Male 61 3 2 Sales Executive 3 Married 4649 16928 1 Y No 14 3 1 80 1 4 3 2 4 3 0 2
42 No Travel_Rarely 544 Human Resources 2 1 Technical Degree 1 470 3 Male 52 3 1 Human Resources 3 Divorced 2696 24017 0 Y Yes 11 3 3 80 1 4 5 3 3 2 1 0
32 No Travel_Rarely 1062 Research & Development 2 3 Medical 1 471 3 Female 75 3 1 Laboratory Technician 2 Married 2370 3956 1 Y No 13 3 3 80 1 8 4 3 8 0 0 7
48 No Travel_Rarely 530 Sales 29 1 Medical 1 473 1 Female 91 3 3 Manager 3 Married 12504 23978 3 Y No 21 4 2 80 1 15 3 1 0 0 0 0
37 No Travel_Rarely 1319 Research & Development 6 3 Medical 1 474 3 Male 51 4 2 Research Scientist 1 Divorced 5974 17001 4 Y Yes 13 3 1 80 2 13 2 3 7 7 6 7
30 No Non-Travel 641 Sales 25 2 Technical Degree 1 475 4 Female 85 3 2 Sales Executive 3 Married 4736 6069 7 Y Yes 12 3 2 80 1 4 2 4 2 2 2 2
26 No Travel_Rarely 933 Sales 1 3 Life Sciences 1 476 3 Male 57 3 2 Sales Executive 3 Married 5296 20156 1 Y No 17 3 2 80 1 8 3 3 8 7 7 7
42 No Travel_Rarely 1332 Research & Development 2 4 Other 1 477 1 Male 98 2 2 Healthcare Representative 4 Single 6781 17078 3 Y No 23 4 2 80 0 14 6 3 1 0 0 0
21 Yes Travel_Frequently 756 Sales 1 1 Technical Degree 1 478 1 Female 99 2 1 Sales Representative 2 Single 2174 9150 1 Y Yes 11 3 3 80 0 3 3 3 3 2 1 2
36 No Non-Travel 845 Sales 1 5 Medical 1 479 4 Female 45 3 2 Sales Executive 4 Single 6653 15276 4 Y No 15 3 2 80 0 7 6 3 1 0 0 0
36 No Travel_Frequently 541 Sales 3 4 Medical 1 481 1 Male 48 2 3 Sales Executive 4 Married 9699 7246 4 Y No 11 3 1 80 1 16 2 3 13 9 1 12
57 No Travel_Rarely 593 Research & Development 1 4 Medical 1 482 4 Male 88 3 2 Healthcare Representative 3 Married 6755 2967 2 Y No 11 3 3 80 0 15 2 3 3 2 1 2
40 No Travel_Rarely 1171 Research & Development 10 4 Life Sciences 1 483 4 Female 46 4 1 Laboratory Technician 3 Married 2213 22495 3 Y Yes 13 3 3 80 1 10 3 3 7 7 1 7
21 No Non-Travel 895 Sales 9 2 Medical 1 484 1 Male 39 3 1 Sales Representative 4 Single 2610 2851 1 Y No 24 4 3 80 0 3 3 2 3 2 2 2
33 Yes Travel_Rarely 350 Sales 5 3 Marketing 1 485 4 Female 34 3 1 Sales Representative 3 Single 2851 9150 1 Y Yes 13 3 2 80 0 1 2 3 1 0 0 0
37 No Travel_Rarely 921 Research & Development 10 3 Medical 1 486 3 Female 98 3 1 Laboratory Technician 1 Married 3452 17663 6 Y No 20 4 2 80 1 17 3 3 5 4 0 3
46 No Non-Travel 1144 Research & Development 7 4 Medical 1 487 3 Female 30 3 2 Manufacturing Director 3 Married 5258 16044 2 Y No 14 3 3 80 0 7 2 4 1 0 0 0
41 Yes Travel_Frequently 143 Sales 4 3 Marketing 1 488 1 Male 56 3 2 Sales Executive 2 Single 9355 9558 1 Y No 18 3 3 80 0 8 5 3 8 7 7 7
50 No Travel_Rarely 1046 Research & Development 10 3 Technical Degree 1 491 4 Male 100 2 3 Healthcare Representative 4 Single 10496 2755 6 Y No 15 3 4 80 0 20 2 3 4 3 1 3
40 Yes Travel_Rarely 575 Sales 22 2 Marketing 1 492 3 Male 68 2 2 Sales Executive 3 Married 6380 6110 2 Y Yes 12 3 1 80 2 8 6 3 6 4 1 0
31 No Travel_Rarely 408 Research & Development 9 4 Life Sciences 1 493 3 Male 42 2 1 Research Scientist 2 Single 2657 7551 0 Y Yes 16 3 4 80 0 3 5 3 2 2 2 2
21 Yes Travel_Rarely 156 Sales 12 3 Life Sciences 1 494 3 Female 90 4 1 Sales Representative 2 Single 2716 25422 1 Y No 15 3 4 80 0 1 0 3 1 0 0 0
29 No Travel_Rarely 1283 Research & Development 23 3 Life Sciences 1 495 4 Male 54 3 1 Research Scientist 4 Single 2201 18168 9 Y No 16 3 4 80 0 6 4 3 3 2 1 2
35 No Travel_Rarely 755 Research & Development 9 4 Life Sciences 1 496 3 Male 97 2 2 Healthcare Representative 2 Single 6540 19394 9 Y No 19 3 3 80 0 10 5 3 1 1 0 0
27 No Travel_Rarely 1469 Research & Development 1 2 Medical 1 497 4 Male 82 3 1 Laboratory Technician 2 Divorced 3816 17881 1 Y No 11 3 2 80 1 5 2 3 5 2 0 4
28 No Travel_Rarely 304 Sales 9 4 Life Sciences 1 498 2 Male 92 3 2 Sales Executive 4 Single 5253 20750 1 Y No 16 3 4 80 0 7 1 3 7 5 0 7
49 No Travel_Rarely 1261 Research & Development 7 3 Other 1 499 2 Male 31 2 3 Healthcare Representative 3 Single 10965 12066 8 Y No 24 4 3 80 0 26 2 3 5 2 0 0
51 No Travel_Rarely 1178 Sales 14 2 Life Sciences 1 500 3 Female 87 3 2 Sales Executive 4 Married 4936 14862 4 Y No 11 3 3 80 1 18 2 2 7 7 0 7
36 No Travel_Rarely 329 Research & Development 2 3 Life Sciences 1 501 4 Female 96 3 1 Research Scientist 3 Married 2543 11868 4 Y No 13 3 2 80 1 6 3 3 2 2 2 2
34 Yes Non-Travel 1362 Sales 19 3 Marketing 1 502 1 Male 67 4 2 Sales Executive 4 Single 5304 4652 8 Y Yes 13 3 2 80 0 9 3 2 5 2 0 4
55 No Travel_Rarely 1311 Research & Development 2 3 Life Sciences 1 505 3 Female 97 3 4 Manager 4 Single 16659 23258 2 Y Yes 13 3 3 80 0 30 2 3 5 4 1 2
24 No Travel_Rarely 1371 Sales 10 4 Marketing 1 507 4 Female 77 3 2 Sales Executive 3 Divorced 4260 5915 1 Y Yes 12 3 4 80 1 5 2 4 5 2 0 3
30 No Travel_Rarely 202 Sales 2 1 Technical Degree 1 508 3 Male 72 3 1 Sales Representative 2 Married 2476 17434 1 Y No 18 3 1 80 1 1 3 3 1 0 0 0
26 Yes Travel_Frequently 575 Research & Development 3 1 Technical Degree 1 510 3 Male 73 3 1 Research Scientist 1 Single 3102 6582 0 Y No 22 4 3 80 0 7 2 3 6 4 0 4
22 No Travel_Rarely 253 Research & Development 11 3 Medical 1 511 1 Female 43 3 1 Research Scientist 2 Married 2244 24440 1 Y No 13 3 4 80 1 2 1 3 2 1 1 2
36 No Travel_Rarely 164 Sales 2 2 Medical 1 513 2 Male 61 2 3 Sales Executive 3 Married 7596 3809 1 Y No 13 3 2 80 2 10 2 3 10 9 9 0
30 Yes Travel_Frequently 464 Research & Development 4 3 Technical Degree 1 514 3 Male 40 3 1 Research Scientist 4 Single 2285 3427 9 Y Yes 23 4 3 80 0 3 4 3 1 0 0 0
37 No Travel_Rarely 1107 Research & Development 14 3 Life Sciences 1 515 4 Female 95 3 1 Laboratory Technician 1 Divorced 3034 26914 1 Y No 12 3 3 80 1 18 2 2 18 7 12 17
40 No Travel_Rarely 759 Sales 2 2 Marketing 1 516 4 Female 46 3 2 Sales Executive 2 Divorced 5715 22553 7 Y No 12 3 3 80 2 8 5 3 5 4 1 3
42 No Travel_Rarely 201 Research & Development 1 4 Life Sciences 1 517 2 Female 95 3 1 Laboratory Technician 1 Divorced 2576 20490 3 Y No 16 3 2 80 1 8 5 3 5 2 1 2
37 No Travel_Rarely 1305 Research & Development 10 4 Life Sciences 1 518 3 Male 49 3 2 Manufacturing Director 2 Single 4197 21123 2 Y Yes 12 3 4 80 0 18 2 2 1 0 0 1
43 No Travel_Rarely 982 Research & Development 12 3 Life Sciences 1 520 1 Male 59 2 4 Research Director 2 Divorced 14336 4345 1 Y No 11 3 3 80 1 25 3 3 25 10 3 9
40 No Travel_Rarely 555 Research & Development 2 3 Medical 1 521 2 Female 78 2 2 Laboratory Technician 3 Married 3448 13436 6 Y No 22 4 2 80 1 20 3 3 1 0 0 0
54 No Travel_Rarely 821 Research & Development 5 2 Medical 1 522 1 Male 86 3 5 Research Director 1 Married 19406 8509 4 Y No 11 3 3 80 1 24 4 2 4 2 1 2
34 No Non-Travel 1381 Sales 4 4 Marketing 1 523 3 Female 72 3 2 Sales Executive 3 Married 6538 12740 9 Y No 15 3 1 80 1 6 3 3 3 2 1 2
31 No Travel_Rarely 480 Research & Development 7 2 Medical 1 524 2 Female 31 3 2 Manufacturing Director 1 Married 4306 4156 1 Y No 12 3 2 80 1 13 5 1 13 10 3 12
43 No Travel_Frequently 313 Research & Development 21 3 Medical 1 525 4 Male 61 3 1 Laboratory Technician 4 Married 2258 15238 7 Y No 20 4 1 80 1 8 1 3 3 2 1 2
43 No Travel_Rarely 1473 Research & Development 8 4 Other 1 526 3 Female 74 3 2 Healthcare Representative 3 Divorced 4522 2227 4 Y Yes 14 3 4 80 0 8 3 3 5 2 0 2
25 No Travel_Rarely 891 Sales 4 2 Life Sciences 1 527 2 Female 99 2 2 Sales Executive 4 Single 4487 12090 1 Y Yes 11 3 2 80 0 5 3 3 5 4 1 3
37 No Non-Travel 1063 Research & Development 25 5 Medical 1 529 2 Female 72 3 2 Research Scientist 3 Married 4449 23866 3 Y Yes 15 3 1 80 2 15 2 3 13 11 10 7
31 No Travel_Rarely 329 Research & Development 1 2 Life Sciences 1 530 4 Male 98 2 1 Laboratory Technician 1 Married 2218 16193 1 Y No 12 3 3 80 1 4 3 3 4 2 3 2
39 No Travel_Frequently 1218 Research & Development 1 1 Life Sciences 1 531 2 Male 52 3 5 Manager 3 Divorced 19197 8213 1 Y Yes 14 3 3 80 1 21 3 3 21 8 1 6
56 No Travel_Frequently 906 Sales 6 3 Life Sciences 1 532 3 Female 86 4 4 Sales Executive 1 Married 13212 18256 9 Y No 11 3 4 80 3 36 0 2 7 7 7 7
30 No Travel_Rarely 1082 Sales 12 3 Technical Degree 1 533 2 Female 83 3 2 Sales Executive 3 Single 6577 19558 0 Y No 11 3 2 80 0 6 6 3 5 4 4 4
41 No Travel_Rarely 645 Sales 1 3 Marketing 1 534 2 Male 49 4 3 Sales Executive 1 Married 8392 19566 1 Y No 16 3 3 80 1 10 2 3 10 7 0 7
28 No Travel_Rarely 1300 Research & Development 17 2 Medical 1 536 3 Male 79 3 2 Laboratory Technician 1 Divorced 4558 13535 1 Y No 12 3 4 80 1 10 2 3 10 0 1 8
25 Yes Travel_Rarely 688 Research & Development 3 3 Medical 1 538 1 Male 91 3 1 Laboratory Technician 1 Married 4031 9396 5 Y No 13 3 3 80 1 6 5 3 2 2 0 2
52 No Travel_Rarely 319 Research & Development 3 3 Medical 1 543 4 Male 39 2 3 Manufacturing Director 3 Married 7969 19609 2 Y Yes 14 3 3 80 0 28 4 3 5 4 0 4
45 No Travel_Rarely 192 Research & Development 10 2 Life Sciences 1 544 1 Male 69 3 1 Research Scientist 4 Married 2654 9655 3 Y No 21 4 4 80 2 8 3 2 2 2 0 2
52 No Travel_Rarely 1490 Research & Development 4 2 Life Sciences 1 546 4 Female 30 3 4 Manager 4 Married 16555 10310 2 Y No 13 3 4 80 0 31 2 1 5 2 1 4
42 No Travel_Frequently 532 Research & Development 29 2 Life Sciences 1 547 1 Female 92 3 2 Research Scientist 3 Divorced 4556 12932 2 Y No 11 3 2 80 1 19 3 3 5 4 0 2
30 No Travel_Rarely 317 Research & Development 2 3 Life Sciences 1 548 3 Female 43 1 2 Manufacturing Director 4 Single 6091 24793 2 Y No 20 4 3 80 0 11 2 3 5 4 0 2
60 No Travel_Rarely 422 Research & Development 7 3 Life Sciences 1 549 1 Female 41 3 5 Manager 1 Married 19566 3854 5 Y No 11 3 4 80 0 33 5 1 29 8 11 10
46 No Travel_Rarely 1485 Research & Development 18 3 Medical 1 550 3 Female 87 3 2 Manufacturing Director 3 Divorced 4810 26314 2 Y No 14 3 3 80 1 19 5 2 10 7 0 8
42 No Travel_Frequently 1368 Research & Development 28 4 Technical Degree 1 551 4 Female 88 2 2 Healthcare Representative 4 Married 4523 4386 0 Y No 11 3 4 80 3 7 4 4 6 5 0 4
24 Yes Travel_Rarely 1448 Sales 1 1 Technical Degree 1 554 1 Female 62 3 1 Sales Representative 2 Single 3202 21972 1 Y Yes 16 3 2 80 0 6 4 3 5 3 1 4
34 Yes Travel_Frequently 296 Sales 6 2 Marketing 1 555 4 Female 33 1 1 Sales Representative 3 Divorced 2351 12253 0 Y No 16 3 4 80 1 3 3 2 2 2 1 0
38 No Travel_Frequently 1490 Research & Development 2 2 Life Sciences 1 556 4 Male 42 3 1 Laboratory Technician 4 Married 1702 12106 1 Y Yes 23 4 3 80 1 1 3 3 1 0 0 0
40 No Travel_Rarely 1398 Sales 2 4 Life Sciences 1 558 3 Female 79 3 5 Manager 3 Married 18041 13022 0 Y No 14 3 4 80 0 21 2 3 20 15 1 12
26 No Travel_Rarely 1349 Research & Development 23 3 Life Sciences 1 560 1 Female 90 3 1 Research Scientist 4 Divorced 2886 3032 1 Y No 22 4 2 80 2 3 3 1 3 2 0 2
30 No Non-Travel 1400 Research & Development 3 3 Life Sciences 1 562 3 Male 53 3 1 Laboratory Technician 4 Married 2097 16734 4 Y No 15 3 3 80 1 9 3 1 5 3 1 4
29 No Travel_Rarely 986 Research & Development 3 4 Medical 1 564 2 Male 93 2 3 Research Director 3 Married 11935 21526 1 Y No 18 3 3 80 0 10 2 3 10 2 0 7
29 Yes Travel_Rarely 408 Research & Development 25 5 Technical Degree 1 565 3 Female 71 2 1 Research Scientist 2 Married 2546 18300 5 Y No 16 3 2 80 0 6 2 4 2 2 1 1
19 Yes Travel_Rarely 489 Human Resources 2 2 Technical Degree 1 566 1 Male 52 2 1 Human Resources 4 Single 2564 18437 1 Y No 12 3 3 80 0 1 3 4 1 0 0 0
30 No Non-Travel 1398 Sales 22 4 Other 1 567 3 Female 69 3 3 Sales Executive 1 Married 8412 2890 0 Y No 11 3 3 80 0 10 3 3 9 8 7 8
57 No Travel_Rarely 210 Sales 29 3 Marketing 1 568 1 Male 56 2 4 Manager 4 Divorced 14118 22102 3 Y No 12 3 3 80 1 32 3 2 1 0 0 0
50 No Travel_Rarely 1099 Research & Development 29 4 Life Sciences 1 569 2 Male 88 2 4 Manager 3 Married 17046 9314 0 Y No 15 3 2 80 1 28 2 3 27 10 15 7
30 No Non-Travel 1116 Research & Development 2 3 Medical 1 571 3 Female 49 3 1 Laboratory Technician 4 Single 2564 7181 0 Y No 14 3 3 80 0 12 2 2 11 7 6 7
60 No Travel_Frequently 1499 Sales 28 3 Marketing 1 573 3 Female 80 2 3 Sales Executive 1 Married 10266 2845 4 Y No 19 3 4 80 0 22 5 4 18 13 13 11
47 No Travel_Rarely 983 Research & Development 2 2 Medical 1 574 1 Female 65 3 2 Manufacturing Director 4 Divorced 5070 7389 5 Y No 13 3 3 80 3 20 2 3 5 0 0 4
46 No Travel_Rarely 1009 Research & Development 2 3 Life Sciences 1 575 1 Male 51 3 4 Research Director 3 Married 17861 2288 6 Y No 13 3 3 80 0 26 2 1 3 2 0 1
35 No Travel_Rarely 144 Research & Development 22 3 Life Sciences 1 577 4 Male 46 1 1 Laboratory Technician 3 Single 4230 19225 0 Y No 15 3 3 80 0 6 2 3 5 4 4 3
54 No Travel_Rarely 548 Research & Development 8 4 Life Sciences 1 578 3 Female 42 3 2 Laboratory Technician 3 Single 3780 23428 7 Y No 11 3 3 80 0 19 3 3 1 0 0 0
34 No Travel_Rarely 1303 Research & Development 2 4 Life Sciences 1 579 4 Male 62 2 1 Research Scientist 3 Divorced 2768 8416 3 Y No 12 3 3 80 1 14 3 3 7 3 5 7
46 No Travel_Rarely 1125 Sales 10 3 Marketing 1 580 3 Female 94 2 3 Sales Executive 4 Married 9071 11563 2 Y Yes 19 3 3 80 1 15 3 3 3 2 1 2
31 No Travel_Rarely 1274 Research & Development 9 1 Life Sciences 1 581 3 Male 33 3 3 Manufacturing Director 2 Divorced 10648 14394 1 Y No 25 4 4 80 1 13 6 4 13 8 0 8
33 Yes Travel_Rarely 1277 Research & Development 15 1 Medical 1 582 2 Male 56 3 3 Manager 3 Married 13610 24619 7 Y Yes 12 3 4 80 0 15 2 4 7 6 7 7
33 Yes Travel_Rarely 587 Research & Development 10 1 Medical 1 584 1 Male 38 1 1 Laboratory Technician 4 Divorced 3408 6705 7 Y No 13 3 1 80 3 8 2 3 4 3 1 3
30 No Travel_Rarely 413 Sales 7 1 Marketing 1 585 4 Male 57 3 1 Sales Representative 2 Single 2983 18398 0 Y No 14 3 1 80 0 4 3 3 3 2 1 2
35 No Travel_Rarely 1276 Research & Development 16 3 Life Sciences 1 586 4 Male 72 3 3 Healthcare Representative 3 Married 7632 14295 4 Y Yes 12 3 3 80 0 10 2 3 8 7 0 0
31 Yes Travel_Frequently 534 Research & Development 20 3 Life Sciences 1 587 1 Male 66 3 3 Healthcare Representative 3 Married 9824 22908 3 Y No 12 3 1 80 0 12 2 3 1 0 0 0
34 Yes Travel_Frequently 988 Human Resources 23 3 Human Resources 1 590 2 Female 43 3 3 Human Resources 1 Divorced 9950 11533 9 Y Yes 15 3 3 80 3 11 2 3 3 2 0 2
42 No Travel_Frequently 1474 Research & Development 5 2 Other 1 591 2 Male 97 3 1 Laboratory Technician 3 Married 2093 9260 4 Y No 17 3 4 80 1 8 4 3 2 2 2 0
36 No Non-Travel 635 Sales 10 4 Medical 1 592 2 Male 32 3 3 Sales Executive 4 Single 9980 15318 1 Y No 14 3 4 80 0 10 3 2 10 3 9 7
22 Yes Travel_Frequently 1368 Research & Development 4 1 Technical Degree 1 593 3 Male 99 2 1 Laboratory Technician 3 Single 3894 9129 5 Y No 16 3 3 80 0 4 3 3 2 2 1 2
48 No Travel_Rarely 163 Sales 2 5 Marketing 1 595 2 Female 37 3 2 Sales Executive 4 Married 4051 19658 2 Y No 14 3 1 80 1 14 2 3 9 7 6 7
55 No Travel_Rarely 1117 Sales 18 5 Life Sciences 1 597 1 Female 83 3 4 Manager 2 Single 16835 9873 3 Y No 23 4 4 80 0 37 2 3 10 9 7 7
41 No Non-Travel 267 Sales 10 2 Life Sciences 1 599 4 Male 56 3 2 Sales Executive 4 Single 6230 13430 7 Y No 14 3 4 80 0 16 3 3 14 3 1 10
35 No Travel_Rarely 619 Sales 1 3 Marketing 1 600 2 Male 85 3 2 Sales Executive 3 Married 4717 18659 9 Y No 11 3 3 80 0 15 2 3 11 9 6 9
40 No Travel_Rarely 302 Research & Development 6 3 Life Sciences 1 601 2 Female 75 3 4 Manufacturing Director 3 Single 13237 20364 7 Y No 15 3 3 80 0 22 3 3 20 6 5 13
39 No Travel_Frequently 443 Research & Development 8 1 Life Sciences 1 602 3 Female 48 3 1 Laboratory Technician 3 Married 3755 17872 1 Y No 11 3 1 80 1 8 3 3 8 3 0 7
31 No Travel_Rarely 828 Sales 2 1 Life Sciences 1 604 2 Male 77 3 2 Sales Executive 4 Single 6582 8346 4 Y Yes 13 3 3 80 0 10 2 4 6 5 0 5
42 No Travel_Rarely 319 Research & Development 24 3 Medical 1 605 4 Male 56 3 3 Manufacturing Director 1 Married 7406 6950 1 Y Yes 21 4 4 80 1 10 5 2 10 9 5 8
45 No Travel_Rarely 561 Sales 2 3 Other 1 606 4 Male 61 3 2 Sales Executive 2 Married 4805 16177 0 Y No 19 3 2 80 1 9 3 4 8 7 3 7
26 Yes Travel_Frequently 426 Human Resources 17 4 Life Sciences 1 608 2 Female 58 3 1 Human Resources 3 Divorced 2741 22808 0 Y Yes 11 3 2 80 1 8 2 2 7 7 1 0
29 No Travel_Rarely 232 Research & Development 19 3 Technical Degree 1 611 4 Male 34 3 2 Manufacturing Director 4 Divorced 4262 22645 4 Y No 12 3 2 80 2 8 2 4 3 2 1 2
33 No Travel_Rarely 922 Research & Development 1 5 Medical 1 612 1 Female 95 4 4 Research Director 3 Divorced 16184 22578 4 Y No 19 3 3 80 1 10 2 3 6 1 0 5
31 No Travel_Rarely 688 Sales 7 3 Life Sciences 1 613 3 Male 44 2 3 Manager 4 Divorced 11557 25291 9 Y No 21 4 3 80 1 10 3 2 5 4 0 1
18 Yes Travel_Frequently 1306 Sales 5 3 Marketing 1 614 2 Male 69 3 1 Sales Representative 2 Single 1878 8059 1 Y Yes 14 3 4 80 0 0 3 3 0 0 0 0
40 No Non-Travel 1094 Sales 28 3 Other 1 615 3 Male 58 1 3 Sales Executive 1 Divorced 10932 11373 3 Y No 15 3 3 80 1 20 2 3 1 0 0 1
41 No Non-Travel 509 Research & Development 2 4 Other 1 616 1 Female 62 2 2 Healthcare Representative 3 Single 6811 2112 2 Y Yes 17 3 1 80 0 10 3 3 8 7 0 7
26 No Travel_Rarely 775 Sales 29 2 Medical 1 618 1 Male 45 3 2 Sales Executive 3 Divorced 4306 4267 5 Y No 12 3 1 80 2 8 5 3 0 0 0 0
35 No Travel_Rarely 195 Sales 1 3 Medical 1 620 1 Female 80 3 2 Sales Executive 3 Single 4859 6698 1 Y No 16 3 4 80 0 5 3 3 5 4 0 3
34 No Travel_Rarely 258 Sales 21 4 Life Sciences 1 621 4 Male 74 4 2 Sales Executive 4 Single 5337 19921 1 Y No 12 3 4 80 0 10 3 3 10 7 5 7
26 Yes Travel_Rarely 471 Research & Development 24 3 Technical Degree 1 622 3 Male 66 1 1 Laboratory Technician 4 Single 2340 23213 1 Y Yes 18 3 2 80 0 1 3 1 1 0 0 0
37 No Travel_Rarely 799 Research & Development 1 3 Technical Degree 1 623 2 Female 59 3 3 Manufacturing Director 4 Single 7491 23848 4 Y No 17 3 4 80 0 12 3 4 6 5 1 2
46 No Travel_Frequently 1034 Research & Development 18 1 Medical 1 624 1 Female 86 3 3 Healthcare Representative 3 Married 10527 8984 5 Y No 11 3 4 80 0 28 3 2 2 2 1 2
41 No Travel_Rarely 1276 Sales 2 5 Life Sciences 1 625 2 Female 91 3 4 Manager 1 Married 16595 5626 7 Y No 16 3 2 80 1 22 2 3 18 16 11 8
37 No Non-Travel 142 Sales 9 4 Medical 1 626 1 Male 69 3 3 Sales Executive 2 Divorced 8834 24666 1 Y No 13 3 4 80 1 9 6 3 9 5 7 7
52 No Travel_Rarely 956 Research & Development 6 2 Technical Degree 1 630 4 Male 78 3 2 Research Scientist 1 Divorced 5577 22087 3 Y Yes 12 3 2 80 2 18 3 3 10 9 6 9
32 Yes Non-Travel 1474 Sales 11 4 Other 1 631 4 Male 60 4 2 Sales Executive 3 Married 4707 23914 8 Y No 12 3 4 80 0 6 2 3 4 2 1 2
24 No Travel_Frequently 535 Sales 24 3 Medical 1 632 4 Male 38 3 1 Sales Representative 4 Married 2400 5530 0 Y No 13 3 3 80 2 3 3 3 2 2 2 1
38 No Travel_Rarely 1495 Research & Development 10 3 Medical 1 634 3 Female 76 3 2 Healthcare Representative 3 Married 9824 22174 3 Y No 19 3 3 80 1 18 4 3 1 0 0 0
37 No Travel_Rarely 446 Research & Development 1 4 Life Sciences 1 635 2 Female 65 3 2 Manufacturing Director 2 Married 6447 15701 6 Y No 12 3 2 80 1 8 2 2 6 5 4 3
49 No Travel_Rarely 1245 Research & Development 18 4 Life Sciences 1 638 4 Male 58 2 5 Research Director 3 Divorced 19502 2125 1 Y Yes 17 3 3 80 1 31 5 3 31 9 0 9
24 No Travel_Rarely 691 Research & Development 23 3 Medical 1 639 2 Male 89 4 1 Research Scientist 4 Married 2725 21630 1 Y Yes 11 3 2 80 2 6 3 3 6 5 1 4
26 No Travel_Rarely 703 Sales 28 2 Marketing 1 641 1 Male 66 3 2 Sales Executive 2 Married 6272 7428 1 Y No 20 4 4 80 2 6 5 4 5 3 1 4
24 No Travel_Rarely 823 Research & Development 17 2 Other 1 643 4 Male 94 2 1 Laboratory Technician 2 Married 2127 9100 1 Y No 21 4 4 80 1 1 2 3 1 0 0 0
50 No Travel_Frequently 1246 Human Resources 3 3 Medical 1 644 1 Male 99 3 5 Manager 2 Married 18200 7999 1 Y No 11 3 3 80 1 32 2 3 32 5 10 7
25 No Travel_Rarely 622 Sales 13 1 Medical 1 645 2 Male 40 3 1 Sales Representative 3 Married 2096 26376 1 Y No 11 3 3 80 0 7 1 3 7 4 0 6
24 Yes Travel_Frequently 1287 Research & Development 7 3 Life Sciences 1 647 1 Female 55 3 1 Laboratory Technician 3 Married 2886 14168 1 Y Yes 16 3 4 80 1 6 4 3 6 3 1 2
30 Yes Travel_Frequently 448 Sales 12 4 Life Sciences 1 648 2 Male 74 2 1 Sales Representative 1 Married 2033 14470 1 Y No 18 3 3 80 1 1 2 4 1 0 0 0
34 No Travel_Rarely 254 Research & Development 1 2 Life Sciences 1 649 2 Male 83 2 1 Research Scientist 4 Married 3622 22794 1 Y Yes 13 3 4 80 1 6 3 3 6 5 1 3
31 Yes Travel_Rarely 1365 Sales 13 4 Medical 1 650 2 Male 46 3 2 Sales Executive 1 Divorced 4233 11512 2 Y No 17 3 3 80 0 9 2 1 3 1 1 2
35 No Travel_Rarely 538 Research & Development 25 2 Other 1 652 1 Male 54 2 2 Laboratory Technician 4 Single 3681 14004 4 Y No 14 3 4 80 0 9 3 3 3 2 0 2
31 No Travel_Rarely 525 Sales 6 4 Medical 1 653 1 Male 66 4 2 Sales Executive 4 Divorced 5460 6219 4 Y No 22 4 4 80 2 13 4 4 7 7 5 7
27 No Travel_Rarely 798 Research & Development 6 4 Medical 1 655 1 Female 66 2 1 Research Scientist 3 Divorced 2187 5013 0 Y No 12 3 3 80 2 6 5 2 5 3 0 3
37 No Travel_Rarely 558 Sales 2 3 Marketing 1 656 4 Male 75 3 2 Sales Executive 3 Married 9602 3010 4 Y Yes 11 3 3 80 1 17 3 2 3 0 1 0
20 No Travel_Rarely 959 Research & Development 1 3 Life Sciences 1 657 4 Female 83 2 1 Research Scientist 2 Single 2836 11757 1 Y No 13 3 4 80 0 1 0 4 1 0 0 0
42 No Travel_Rarely 622 Research & Development 2 4 Life Sciences 1 659 3 Female 81 3 2 Healthcare Representative 4 Married 4089 5718 1 Y No 13 3 2 80 2 10 4 3 10 2 2 2
43 No Travel_Rarely 782 Research & Development 6 4 Other 1 661 2 Male 50 2 4 Research Director 4 Divorced 16627 2671 4 Y Yes 14 3 3 80 1 21 3 2 1 0 0 0
38 No Travel_Rarely 362 Research & Development 1 1 Life Sciences 1 662 3 Female 43 3 1 Research Scientist 1 Single 2619 14561 3 Y No 17 3 4 80 0 8 3 2 0 0 0 0
43 No Travel_Frequently 1001 Research & Development 9 5 Medical 1 663 4 Male 72 3 2 Laboratory Technician 3 Divorced 5679 19627 3 Y Yes 13 3 2 80 1 10 3 3 8 7 4 7
48 No Travel_Rarely 1236 Research & Development 1 4 Life Sciences 1 664 4 Female 40 2 4 Manager 1 Married 15402 17997 7 Y No 11 3 1 80 1 21 3 1 3 2 0 2
44 No Travel_Rarely 1112 Human Resources 1 4 Life Sciences 1 665 1 Female 50 2 2 Human Resources 3 Single 5985 26894 4 Y No 11 3 2 80 0 10 1 4 2 2 0 2
34 No Travel_Rarely 204 Sales 14 3 Technical Degree 1 666 3 Female 31 3 1 Sales Representative 3 Divorced 2579 2912 1 Y Yes 18 3 4 80 2 8 3 3 8 2 0 6
27 Yes Travel_Rarely 1420 Sales 2 1 Marketing 1 667 3 Male 85 3 1 Sales Representative 1 Divorced 3041 16346 0 Y No 11 3 2 80 1 5 3 3 4 3 0 2
21 No Travel_Rarely 1343 Sales 22 1 Technical Degree 1 669 3 Male 49 3 1 Sales Representative 3 Single 3447 24444 1 Y No 11 3 3 80 0 3 2 3 3 2 1 2
44 No Travel_Rarely 1315 Research & Development 3 4 Other 1 671 4 Male 35 3 5 Manager 4 Married 19513 9358 4 Y Yes 12 3 1 80 1 26 2 4 2 2 0 1
22 No Travel_Rarely 604 Research & Development 6 1 Medical 1 675 1 Male 69 3 1 Research Scientist 3 Married 2773 12145 0 Y No 20 4 4 80 0 3 3 3 2 2 2 2
33 No Travel_Rarely 1216 Sales 8 4 Marketing 1 677 3 Male 39 3 2 Sales Executive 3 Divorced 7104 20431 0 Y No 12 3 4 80 0 6 3 3 5 0 1 2
32 No Travel_Rarely 646 Research & Development 9 4 Life Sciences 1 679 1 Female 92 3 2 Research Scientist 4 Married 6322 18089 1 Y Yes 12 3 4 80 1 6 2 2 6 4 0 5
30 No Travel_Frequently 160 Research & Development 3 3 Medical 1 680 3 Female 71 3 1 Research Scientist 3 Divorced 2083 22653 1 Y No 20 4 3 80 1 1 2 3 1 0 0 0
53 No Travel_Rarely 238 Sales 1 1 Medical 1 682 4 Female 34 3 2 Sales Executive 1 Single 8381 7507 7 Y No 20 4 4 80 0 18 2 4 14 7 8 10
34 No Travel_Rarely 1397 Research & Development 1 5 Life Sciences 1 683 2 Male 42 3 1 Research Scientist 4 Married 2691 7660 1 Y No 12 3 4 80 1 10 4 2 10 9 8 8
45 Yes Travel_Frequently 306 Sales 26 4 Life Sciences 1 684 1 Female 100 3 2 Sales Executive 1 Married 4286 5630 2 Y No 14 3 4 80 2 5 4 3 1 1 0 0
26 No Travel_Rarely 991 Research & Development 6 3 Life Sciences 1 686 3 Female 71 3 1 Laboratory Technician 4 Married 2659 17759 1 Y Yes 13 3 3 80 1 3 2 3 3 2 0 2
37 No Travel_Rarely 482 Research & Development 3 3 Other 1 689 3 Male 36 3 3 Manufacturing Director 3 Married 9434 9606 1 Y No 15 3 3 80 1 10 2 3 10 7 7 8
29 No Travel_Rarely 1176 Sales 3 2 Medical 1 690 2 Female 62 3 2 Sales Executive 3 Married 5561 3487 1 Y No 14 3 1 80 1 6 5 2 6 0 1 2
35 No Travel_Rarely 1017 Research & Development 6 4 Life Sciences 1 691 2 Male 82 1 2 Research Scientist 4 Single 6646 19368 1 Y No 13 3 2 80 0 17 3 3 17 11 11 8
33 No Travel_Frequently 1296 Research & Development 6 3 Life Sciences 1 692 3 Male 30 3 2 Healthcare Representative 4 Divorced 7725 5335 3 Y No 23 4 3 80 1 15 2 1 13 11 4 7
54 No Travel_Rarely 397 Human Resources 19 4 Medical 1 698 3 Male 88 3 3 Human Resources 2 Married 10725 6729 2 Y No 15 3 3 80 1 16 1 4 9 7 7 1
36 No Travel_Rarely 913 Research & Development 9 2 Medical 1 699 2 Male 48 2 2 Manufacturing Director 2 Divorced 8847 13934 2 Y Yes 11 3 3 80 1 13 2 3 3 2 0 2
27 No Travel_Rarely 1115 Research & Development 3 4 Medical 1 700 1 Male 54 2 1 Research Scientist 4 Single 2045 15174 0 Y No 13 3 4 80 0 5 0 3 4 2 1 1
20 Yes Travel_Rarely 1362 Research & Development 10 1 Medical 1 701 4 Male 32 3 1 Research Scientist 3 Single 1009 26999 1 Y Yes 11 3 4 80 0 1 5 3 1 0 1 1
33 Yes Travel_Frequently 1076 Research & Development 3 3 Life Sciences 1 702 1 Male 70 3 1 Research Scientist 1 Single 3348 3164 1 Y Yes 11 3 1 80 0 10 3 3 10 8 9 7
35 No Non-Travel 727 Research & Development 3 3 Life Sciences 1 704 3 Male 41 2 1 Laboratory Technician 3 Married 1281 16900 1 Y No 18 3 3 80 2 1 3 3 1 0 0 0
23 No Travel_Rarely 885 Research & Development 4 3 Medical 1 705 1 Male 58 4 1 Research Scientist 1 Married 2819 8544 2 Y No 16 3 1 80 1 5 3 4 3 2 0 2
25 No Travel_Rarely 810 Sales 8 3 Life Sciences 1 707 4 Male 57 4 2 Sales Executive 2 Married 4851 15678 0 Y No 22 4 3 80 1 4 4 3 3 2 1 2
38 No Travel_Rarely 243 Sales 7 4 Marketing 1 709 4 Female 46 2 2 Sales Executive 4 Single 4028 7791 0 Y No 20 4 1 80 0 8 2 3 7 7 0 5
29 No Travel_Frequently 806 Research & Development 1 4 Life Sciences 1 710 2 Male 76 1 1 Research Scientist 4 Divorced 2720 18959 1 Y No 18 3 4 80 1 10 5 3 10 7 2 8
48 No Travel_Rarely 817 Sales 2 1 Marketing 1 712 2 Male 56 4 2 Sales Executive 2 Married 8120 18597 3 Y No 12 3 4 80 0 12 3 3 2 2 2 2
27 No Travel_Frequently 1410 Sales 3 1 Medical 1 714 4 Female 71 4 2 Sales Executive 4 Divorced 4647 16673 1 Y Yes 20 4 2 80 2 6 3 3 6 5 0 4
37 No Travel_Rarely 1225 Research & Development 10 2 Life Sciences 1 715 4 Male 80 4 1 Research Scientist 4 Single 4680 15232 3 Y No 17 3 1 80 0 4 2 3 1 0 0 0
50 No Travel_Rarely 1207 Research & Development 28 1 Medical 1 716 4 Male 74 4 1 Laboratory Technician 3 Married 3221 3297 1 Y Yes 11 3 3 80 3 20 3 3 20 8 3 8
34 No Travel_Rarely 1442 Research & Development 9 3 Medical 1 717 4 Female 46 2 3 Healthcare Representative 2 Single 8621 17654 1 Y No 14 3 2 80 0 9 3 4 8 7 7 7
24 Yes Travel_Rarely 693 Sales 3 2 Life Sciences 1 720 1 Female 65 3 2 Sales Executive 3 Single 4577 24785 9 Y No 14 3 1 80 0 4 3 3 2 2 2 0
39 No Travel_Rarely 408 Research & Development 2 4 Technical Degree 1 721 4 Female 80 2 2 Healthcare Representative 3 Single 4553 20978 1 Y No 11 3 1 80 0 20 4 3 20 7 11 10
32 No Travel_Rarely 929 Sales 10 3 Marketing 1 722 4 Male 55 3 2 Sales Executive 4 Single 5396 21703 1 Y No 12 3 4 80 0 10 2 2 10 7 0 8
50 Yes Travel_Frequently 562 Sales 8 2 Technical Degree 1 723 2 Male 50 3 2 Sales Executive 3 Married 6796 23452 3 Y Yes 14 3 1 80 1 18 4 3 4 3 1 3
38 No Travel_Rarely 827 Research & Development 1 4 Life Sciences 1 724 2 Female 33 4 2 Healthcare Representative 4 Single 7625 19383 0 Y No 13 3 3 80 0 10 4 2 9 7 1 8
27 No Travel_Rarely 608 Research & Development 1 2 Life Sciences 1 725 3 Female 68 3 3 Manufacturing Director 1 Married 7412 6009 1 Y No 11 3 4 80 0 9 3 3 9 7 0 7
32 No Travel_Rarely 1018 Research & Development 3 2 Life Sciences 1 727 3 Female 39 3 3 Research Director 4 Single 11159 19373 3 Y No 15 3 4 80 0 10 6 3 7 7 7 7
47 No Travel_Rarely 703 Sales 14 4 Marketing 1 728 4 Male 42 3 2 Sales Executive 1 Single 4960 11825 2 Y No 12 3 4 80 0 20 2 3 7 7 1 7
40 No Travel_Frequently 580 Sales 5 4 Life Sciences 1 729 4 Male 48 2 3 Sales Executive 1 Married 10475 23772 5 Y Yes 21 4 3 80 1 20 2 3 18 13 1 12
53 No Travel_Rarely 970 Research & Development 7 3 Life Sciences 1 730 3 Male 59 4 4 Research Director 3 Married 14814 13514 3 Y No 19 3 3 80 0 32 3 3 5 1 1 3
41 No Travel_Rarely 427 Human Resources 10 4 Human Resources 1 731 2 Male 73 2 5 Manager 4 Divorced 19141 8861 3 Y No 15 3 2 80 3 23 2 2 21 6 12 6
60 No Travel_Rarely 1179 Sales 16 4 Marketing 1 732 1 Male 84 3 2 Sales Executive 1 Single 5405 11924 8 Y No 14 3 4 80 0 10 1 3 2 2 2 2
27 No Travel_Frequently 294 Research & Development 10 2 Life Sciences 1 733 4 Male 32 3 3 Manufacturing Director 1 Divorced 8793 4809 1 Y No 21 4 3 80 2 9 4 2 9 7 1 7
41 No Travel_Rarely 314 Human Resources 1 3 Human Resources 1 734 4 Male 59 2 5 Manager 3 Married 19189 19562 1 Y No 12 3 2 80 1 22 3 3 22 7 2 10
50 No Travel_Rarely 316 Sales 8 4 Marketing 1 738 4 Male 54 3 1 Sales Representative 2 Married 3875 9983 7 Y No 15 3 4 80 1 4 2 3 2 2 2 2
28 Yes Travel_Rarely 654 Research & Development 1 2 Life Sciences 1 741 1 Female 67 1 1 Research Scientist 2 Single 2216 3872 7 Y Yes 13 3 4 80 0 10 4 3 7 7 3 7
36 No Non-Travel 427 Research & Development 8 3 Life Sciences 1 742 1 Female 63 4 3 Research Director 1 Married 11713 20335 9 Y No 14 3 1 80 1 10 2 3 8 7 0 5
38 No Travel_Rarely 168 Research & Development 1 3 Life Sciences 1 743 3 Female 81 3 3 Manufacturing Director 3 Single 7861 15397 4 Y Yes 14 3 4 80 0 10 4 4 1 0 0 0
44 No Non-Travel 381 Research & Development 24 3 Medical 1 744 1 Male 49 1 1 Laboratory Technician 3 Single 3708 2104 2 Y No 14 3 3 80 0 9 5 3 5 2 1 4
47 No Travel_Frequently 217 Sales 3 3 Medical 1 746 4 Female 49 3 4 Sales Executive 3 Divorced 13770 10225 9 Y Yes 12 3 4 80 2 28 2 2 22 2 11 13
30 No Travel_Rarely 501 Sales 27 5 Marketing 1 747 3 Male 99 3 2 Sales Executive 4 Divorced 5304 25275 7 Y No 23 4 4 80 1 10 2 2 8 7 7 7
29 No Travel_Rarely 1396 Sales 10 3 Life Sciences 1 749 3 Male 99 3 1 Sales Representative 3 Single 2642 2755 1 Y No 11 3 3 80 0 1 6 3 1 0 0 0
42 Yes Travel_Frequently 933 Research & Development 19 3 Medical 1 752 3 Male 57 4 1 Research Scientist 3 Divorced 2759 20366 6 Y Yes 12 3 4 80 0 7 2 3 2 2 2 2
43 No Travel_Frequently 775 Sales 15 3 Life Sciences 1 754 4 Male 47 2 2 Sales Executive 4 Married 6804 23683 3 Y No 18 3 3 80 1 7 5 3 2 2 2 2
34 No Travel_Rarely 970 Research & Development 8 2 Medical 1 757 2 Female 96 3 2 Healthcare Representative 3 Single 6142 7360 3 Y No 11 3 4 80 0 10 2 3 5 1 4 3
23 No Travel_Rarely 650 Research & Development 9 1 Medical 1 758 2 Male 37 3 1 Laboratory Technician 1 Married 2500 4344 1 Y No 14 3 4 80 1 5 2 4 4 3 0 2
39 No Travel_Rarely 141 Human Resources 3 3 Human Resources 1 760 3 Female 44 4 2 Human Resources 2 Married 6389 18767 9 Y No 15 3 3 80 1 12 3 1 8 3 3 6
56 No Travel_Rarely 832 Research & Development 9 3 Medical 1 762 3 Male 81 3 4 Healthcare Representative 4 Married 11103 20420 7 Y No 11 3 3 80 0 30 1 2 10 7 1 1
40 No Travel_Rarely 804 Research & Development 2 1 Medical 1 763 4 Female 86 2 1 Research Scientist 4 Single 2342 22929 0 Y Yes 20 4 4 80 0 5 2 2 4 2 2 3
27 No Travel_Rarely 975 Research & Development 7 3 Medical 1 764 4 Female 55 2 2 Healthcare Representative 1 Single 6811 23398 8 Y No 19 3 1 80 0 9 2 1 7 6 0 7
29 No Travel_Rarely 1090 Sales 10 3 Marketing 1 766 4 Male 83 3 1 Sales Representative 2 Divorced 2297 17967 1 Y No 14 3 4 80 2 2 2 3 2 2 2 2
53 No Travel_Rarely 346 Research & Development 6 3 Life Sciences 1 769 4 Male 86 3 2 Laboratory Technician 4 Single 2450 10919 2 Y No 17 3 4 80 0 19 4 3 2 2 2 2
35 No Non-Travel 1225 Research & Development 2 4 Life Sciences 1 771 4 Female 61 3 2 Healthcare Representative 1 Divorced 5093 4761 2 Y No 11 3 1 80 1 16 2 4 1 0 0 0
32 No Travel_Frequently 430 Research & Development 24 4 Life Sciences 1 772 1 Male 80 3 2 Laboratory Technician 4 Married 5309 21146 1 Y No 15 3 4 80 2 10 2 3 10 8 4 7
38 No Travel_Rarely 268 Research & Development 2 5 Medical 1 773 4 Male 92 3 1 Research Scientist 3 Married 3057 20471 6 Y Yes 13 3 2 80 1 6 0 1 1 0 0 1
34 No Travel_Rarely 167 Research & Development 8 5 Life Sciences 1 775 2 Female 32 3 2 Manufacturing Director 1 Divorced 5121 4187 3 Y No 14 3 3 80 1 7 3 3 0 0 0 0
52 No Travel_Rarely 621 Sales 3 4 Marketing 1 776 3 Male 31 2 4 Manager 1 Married 16856 10084 1 Y No 11 3 1 80 0 34 3 4 34 6 1 16
33 Yes Travel_Rarely 527 Research & Development 1 4 Other 1 780 4 Male 63 3 1 Research Scientist 4 Single 2686 5207 1 Y Yes 13 3 3 80 0 10 2 2 10 9 7 8
25 No Travel_Rarely 883 Sales 26 1 Medical 1 781 3 Female 32 3 2 Sales Executive 4 Single 6180 22807 1 Y No 23 4 2 80 0 6 5 2 6 5 1 4
45 No Travel_Rarely 954 Sales 2 2 Technical Degree 1 783 2 Male 46 1 2 Sales Representative 3 Single 6632 12388 0 Y No 13 3 1 80 0 9 3 3 8 7 3 1
23 No Travel_Rarely 310 Research & Development 10 1 Medical 1 784 1 Male 79 4 1 Research Scientist 3 Single 3505 19630 1 Y No 18 3 4 80 0 2 3 3 2 2 0 2
47 Yes Travel_Frequently 719 Sales 27 2 Life Sciences 1 785 2 Female 77 4 2 Sales Executive 3 Single 6397 10339 4 Y Yes 12 3 4 80 0 8 2 3 5 4 1 3
34 No Travel_Rarely 304 Sales 2 3 Other 1 786 4 Male 60 3 2 Sales Executive 4 Single 6274 18686 1 Y No 22 4 3 80 0 6 5 3 6 5 1 4
55 Yes Travel_Rarely 725 Research & Development 2 3 Medical 1 787 4 Male 78 3 5 Manager 1 Married 19859 21199 5 Y Yes 13 3 4 80 1 24 2 3 5 2 1 4
36 No Non-Travel 1434 Sales 8 4 Life Sciences 1 789 1 Male 76 2 3 Sales Executive 1 Single 7587 14229 1 Y No 15 3 2 80 0 10 1 3 10 7 0 9
52 No Non-Travel 715 Research & Development 19 4 Medical 1 791 4 Male 41 3 1 Research Scientist 4 Married 4258 26589 0 Y No 18 3 1 80 1 5 3 3 4 3 1 2
26 No Travel_Frequently 575 Research & Development 1 2 Life Sciences 1 792 1 Female 71 1 1 Laboratory Technician 4 Divorced 4364 5288 3 Y No 14 3 1 80 1 5 2 3 2 2 2 0
29 No Travel_Rarely 657 Research & Development 27 3 Medical 1 793 2 Female 66 3 2 Healthcare Representative 3 Married 4335 25549 4 Y No 12 3 1 80 1 11 3 2 8 7 1 1
26 Yes Travel_Rarely 1146 Sales 8 3 Technical Degree 1 796 4 Male 38 2 2 Sales Executive 1 Single 5326 3064 6 Y No 17 3 3 80 0 6 2 2 4 3 1 2
34 No Travel_Rarely 182 Research & Development 1 4 Life Sciences 1 797 2 Female 72 4 1 Research Scientist 4 Single 3280 13551 2 Y No 16 3 3 80 0 10 2 3 4 2 1 3
54 No Travel_Rarely 376 Research & Development 19 4 Medical 1 799 4 Female 95 3 2 Manufacturing Director 1 Divorced 5485 22670 9 Y Yes 11 3 2 80 2 9 4 3 5 3 1 4
27 No Travel_Frequently 829 Sales 8 1 Marketing 1 800 3 Male 84 3 2 Sales Executive 4 Married 4342 24008 0 Y No 19 3 2 80 1 5 3 3 4 2 1 1
37 No Travel_Rarely 571 Research & Development 10 1 Life Sciences 1 802 4 Female 82 3 1 Research Scientist 1 Divorced 2782 19905 0 Y Yes 13 3 2 80 2 6 3 2 5 3 4 3
38 No Travel_Frequently 240 Research & Development 2 4 Life Sciences 1 803 1 Female 75 4 2 Manufacturing Director 1 Single 5980 26085 6 Y Yes 12 3 4 80 0 17 2 3 15 7 4 12
34 No Travel_Rarely 121 Research & Development 2 4 Medical 1 804 3 Female 86 2 1 Research Scientist 1 Single 4381 7530 1 Y No 11 3 3 80 0 6 3 3 6 5 1 3
35 No Travel_Rarely 384 Sales 8 4 Life Sciences 1 805 1 Female 72 3 1 Sales Representative 4 Married 2572 20317 1 Y No 16 3 2 80 1 3 1 2 3 2 0 2
30 No Travel_Rarely 921 Research & Development 1 3 Life Sciences 1 806 4 Male 38 1 1 Laboratory Technician 3 Married 3833 24375 3 Y No 21 4 3 80 2 7 2 3 2 2 0 2
40 No Travel_Frequently 791 Research & Development 2 2 Medical 1 807 3 Female 38 4 2 Healthcare Representative 2 Married 4244 9931 1 Y No 24 4 4 80 1 8 2 3 8 7 3 7
34 No Travel_Rarely 1111 Sales 8 2 Life Sciences 1 808 3 Female 93 3 2 Sales Executive 1 Married 6500 13305 5 Y No 17 3 2 80 1 6 1 3 3 2 1 2
42 No Travel_Frequently 570 Research & Development 8 3 Life Sciences 1 809 2 Male 66 3 5 Manager 4 Divorced 18430 16225 1 Y No 13 3 2 80 1 24 4 2 24 7 14 9
23 Yes Travel_Rarely 1243 Research & Development 6 3 Life Sciences 1 811 3 Male 63 4 1 Laboratory Technician 1 Married 1601 3445 1 Y Yes 21 4 3 80 2 1 2 3 0 0 0 0
24 No Non-Travel 1092 Research & Development 9 3 Life Sciences 1 812 3 Male 60 2 1 Laboratory Technician 2 Divorced 2694 26551 1 Y No 11 3 3 80 3 1 4 3 1 0 0 0
52 No Travel_Rarely 1325 Research & Development 11 4 Life Sciences 1 813 4 Female 82 3 2 Laboratory Technician 3 Married 3149 21821 8 Y No 20 4 2 80 1 9 3 3 5 2 1 4
50 No Travel_Rarely 691 Research & Development 2 3 Medical 1 815 3 Male 64 3 4 Research Director 3 Married 17639 6881 5 Y No 16 3 4 80 0 30 3 3 4 3 0 3
29 Yes Travel_Rarely 805 Research & Development 1 2 Life Sciences 1 816 2 Female 36 2 1 Laboratory Technician 1 Married 2319 6689 1 Y Yes 11 3 4 80 1 1 1 3 1 0 0 0
33 No Travel_Rarely 213 Research & Development 7 3 Medical 1 817 3 Male 49 3 3 Research Director 3 Married 11691 25995 0 Y No 11 3 4 80 0 14 3 4 13 9 3 7
33 Yes Travel_Rarely 118 Sales 16 3 Marketing 1 819 1 Female 69 3 2 Sales Executive 1 Single 5324 26507 5 Y No 15 3 3 80 0 6 3 3 3 2 0 2
47 No Travel_Rarely 202 Research & Development 2 2 Other 1 820 3 Female 33 3 4 Manager 4 Married 16752 12982 1 Y Yes 11 3 3 80 1 26 3 2 26 14 3 0
36 No Travel_Rarely 676 Research & Development 1 3 Other 1 823 3 Female 35 3 2 Manufacturing Director 2 Married 5228 23361 0 Y No 15 3 1 80 1 10 2 3 9 7 0 5
29 No Travel_Rarely 1252 Research & Development 23 2 Life Sciences 1 824 3 Male 81 4 1 Research Scientist 3 Married 2700 23779 1 Y No 24 4 3 80 1 10 3 3 10 7 0 7
58 Yes Travel_Rarely 286 Research & Development 2 4 Life Sciences 1 825 4 Male 31 3 5 Research Director 2 Single 19246 25761 7 Y Yes 12 3 4 80 0 40 2 3 31 15 13 8
35 No Travel_Rarely 1258 Research & Development 1 4 Life Sciences 1 826 4 Female 40 4 1 Research Scientist 3 Single 2506 13301 3 Y No 13 3 3 80 0 7 0 3 2 2 2 2
42 No Travel_Rarely 932 Research & Development 1 2 Life Sciences 1 827 4 Female 43 2 2 Manufacturing Director 4 Married 6062 4051 9 Y Yes 13 3 4 80 1 8 4 3 4 3 0 2
28 Yes Travel_Rarely 890 Research & Development 2 4 Medical 1 828 3 Male 46 3 1 Research Scientist 3 Single 4382 16374 6 Y No 17 3 4 80 0 5 3 2 2 2 2 1
36 No Travel_Rarely 1041 Human Resources 13 3 Human Resources 1 829 3 Male 36 3 1 Human Resources 2 Married 2143 25527 4 Y No 13 3 2 80 1 8 2 3 5 2 0 4
32 No Travel_Rarely 859 Research & Development 4 3 Life Sciences 1 830 3 Female 98 2 2 Manufacturing Director 3 Married 6162 19124 1 Y No 12 3 3 80 1 14 3 3 14 13 6 8
40 No Travel_Frequently 720 Research & Development 16 4 Medical 1 832 1 Male 51 2 2 Laboratory Technician 3 Single 5094 11983 6 Y No 14 3 4 80 0 10 6 3 1 0 0 0
30 No Travel_Rarely 946 Research & Development 2 3 Medical 1 833 3 Female 52 2 2 Manufacturing Director 4 Single 6877 20234 5 Y Yes 24 4 2 80 0 12 4 2 0 0 0 0
45 No Travel_Rarely 252 Research & Development 2 3 Life Sciences 1 834 2 Female 95 2 1 Research Scientist 3 Single 2274 6153 1 Y No 14 3 4 80 0 1 3 3 1 0 0 0
42 No Travel_Rarely 933 Research & Development 29 3 Life Sciences 1 836 2 Male 98 3 2 Manufacturing Director 2 Married 4434 11806 1 Y No 13 3 4 80 1 10 3 2 9 8 7 8
38 No Travel_Frequently 471 Research & Development 12 3 Life Sciences 1 837 1 Male 45 2 2 Healthcare Representative 1 Divorced 6288 4284 2 Y No 15 3 3 80 1 13 3 2 4 3 1 2
34 No Travel_Frequently 702 Research & Development 16 4 Life Sciences 1 838 3 Female 100 2 1 Research Scientist 4 Single 2553 8306 1 Y No 16 3 3 80 0 6 3 3 5 2 1 3
49 Yes Travel_Rarely 1184 Sales 11 3 Marketing 1 840 3 Female 43 3 3 Sales Executive 4 Married 7654 5860 1 Y No 18 3 1 80 2 9 3 4 9 8 7 7
55 Yes Travel_Rarely 436 Sales 2 1 Medical 1 842 3 Male 37 3 2 Sales Executive 4 Single 5160 21519 4 Y No 16 3 3 80 0 12 3 2 9 7 7 3
43 No Travel_Rarely 589 Research & Development 14 2 Life Sciences 1 843 2 Male 94 3 4 Research Director 1 Married 17159 5200 6 Y No 24 4 3 80 1 22 3 3 4 1 1 0
27 No Travel_Rarely 269 Research & Development 5 1 Technical Degree 1 844 3 Male 42 2 3 Research Director 4 Divorced 12808 8842 1 Y Yes 16 3 2 80 1 9 3 3 9 8 0 8
35 No Travel_Rarely 950 Research & Development 7 3 Other 1 845 3 Male 59 3 3 Manufacturing Director 3 Single 10221 18869 3 Y No 21 4 2 80 0 17 3 4 8 5 1 6
28 No Travel_Rarely 760 Sales 2 4 Marketing 1 846 2 Female 81 3 2 Sales Executive 2 Married 4779 3698 1 Y Yes 20 4 1 80 0 8 2 3 8 7 7 5
34 No Travel_Rarely 829 Human Resources 3 2 Human Resources 1 847 3 Male 88 3 1 Human Resources 4 Married 3737 2243 0 Y No 19 3 3 80 1 4 1 1 3 2 0 2
26 Yes Travel_Frequently 887 Research & Development 5 2 Medical 1 848 3 Female 88 2 1 Research Scientist 3 Married 2366 20898 1 Y Yes 14 3 1 80 1 8 2 3 8 7 1 7
27 No Non-Travel 443 Research & Development 3 3 Medical 1 850 4 Male 50 3 1 Research Scientist 4 Married 1706 16571 1 Y No 11 3 3 80 3 0 6 2 0 0 0 0
51 No Travel_Rarely 1318 Sales 26 4 Marketing 1 851 1 Female 66 3 4 Manager 3 Married 16307 5594 2 Y No 14 3 3 80 1 29 2 2 20 6 4 17
44 No Travel_Rarely 625 Research & Development 4 3 Medical 1 852 4 Male 50 3 2 Healthcare Representative 2 Single 5933 5197 9 Y No 12 3 4 80 0 10 2 2 5 2 2 3
25 No Travel_Rarely 180 Research & Development 2 1 Medical 1 854 1 Male 65 4 1 Research Scientist 1 Single 3424 21632 7 Y No 13 3 3 80 0 6 3 2 4 3 0 1
33 No Travel_Rarely 586 Sales 1 3 Medical 1 855 1 Male 48 4 2 Sales Executive 1 Divorced 4037 21816 1 Y No 22 4 1 80 1 9 5 3 9 8 0 8
35 No Travel_Rarely 1343 Research & Development 27 1 Medical 1 856 3 Female 53 2 1 Research Scientist 1 Single 2559 17852 1 Y No 11 3 4 80 0 6 3 2 6 5 1 1
36 No Travel_Rarely 928 Sales 1 2 Life Sciences 1 857 2 Male 56 3 2 Sales Executive 4 Married 6201 2823 1 Y Yes 14 3 4 80 1 18 1 2 18 14 4 11
32 No Travel_Rarely 117 Sales 13 4 Life Sciences 1 859 2 Male 73 3 2 Sales Executive 4 Divorced 4403 9250 2 Y No 11 3 3 80 1 8 3 2 5 2 0 3
30 No Travel_Frequently 1012 Research & Development 5 4 Life Sciences 1 861 2 Male 75 2 1 Research Scientist 4 Divorced 3761 2373 9 Y No 12 3 2 80 1 10 3 2 5 4 0 3
53 No Travel_Rarely 661 Sales 7 2 Marketing 1 862 1 Female 78 2 3 Sales Executive 4 Married 10934 20715 7 Y Yes 18 3 4 80 1 35 3 3 5 2 0 4
45 No Travel_Rarely 930 Sales 9 3 Marketing 1 864 4 Male 74 3 3 Sales Executive 1 Divorced 10761 19239 4 Y Yes 12 3 3 80 1 18 2 3 5 4 0 2
32 No Travel_Rarely 638 Research & Development 8 2 Medical 1 865 3 Female 91 4 2 Research Scientist 3 Married 5175 22162 5 Y No 12 3 3 80 1 9 3 2 5 3 1 3
52 No Travel_Frequently 890 Research & Development 25 4 Medical 1 867 3 Female 81 2 4 Manufacturing Director 4 Married 13826 19028 3 Y No 22 4 3 80 0 31 3 3 9 8 0 0
37 No Travel_Rarely 342 Sales 16 4 Marketing 1 868 4 Male 66 2 2 Sales Executive 3 Divorced 6334 24558 4 Y No 19 3 4 80 2 9 2 3 1 0 0 0
28 No Travel_Rarely 1169 Human Resources 8 2 Medical 1 869 2 Male 63 2 1 Human Resources 4 Divorced 4936 23965 1 Y No 13 3 4 80 1 6 6 3 5 1 0 4
22 No Travel_Rarely 1230 Research & Development 1 2 Life Sciences 1 872 4 Male 33 2 2 Manufacturing Director 4 Married 4775 19146 6 Y No 22 4 1 80 2 4 2 1 2 2 2 2
44 No Travel_Rarely 986 Research & Development 8 4 Life Sciences 1 874 1 Male 62 4 1 Laboratory Technician 4 Married 2818 5044 2 Y Yes 24 4 3 80 1 10 2 2 3 2 0 2
42 No Travel_Frequently 1271 Research & Development 2 1 Medical 1 875 2 Male 35 3 1 Research Scientist 4 Single 2515 9068 5 Y Yes 14 3 4 80 0 8 2 3 2 1 2 2
36 No Travel_Rarely 1278 Human Resources 8 3 Life Sciences 1 878 1 Male 77 2 1 Human Resources 1 Married 2342 8635 0 Y No 21 4 3 80 0 6 3 3 5 4 0 3
25 No Travel_Rarely 141 Sales 3 1 Other 1 879 3 Male 98 3 2 Sales Executive 1 Married 4194 14363 1 Y Yes 18 3 4 80 0 5 3 3 5 3 0 3
35 No Travel_Rarely 607 Research & Development 9 3 Life Sciences 1 880 4 Female 66 2 3 Manufacturing Director 3 Married 10685 23457 1 Y Yes 20 4 2 80 1 17 2 3 17 14 5 15
35 Yes Travel_Frequently 130 Research & Development 25 4 Life Sciences 1 881 4 Female 96 3 1 Research Scientist 2 Divorced 2022 16612 1 Y Yes 19 3 1 80 1 10 3 2 10 2 7 8
32 No Non-Travel 300 Research & Development 1 3 Life Sciences 1 882 4 Male 61 3 1 Laboratory Technician 4 Divorced 2314 9148 0 Y No 12 3 2 80 1 4 2 3 3 0 0 2
25 No Travel_Rarely 583 Sales 4 1 Marketing 1 885 3 Male 87 2 2 Sales Executive 1 Married 4256 18154 1 Y No 12 3 1 80 0 5 1 4 5 2 0 3
49 No Travel_Rarely 1418 Research & Development 1 3 Technical Degree 1 887 3 Female 36 3 1 Research Scientist 1 Married 3580 10554 2 Y No 16 3 2 80 1 7 2 3 4 2 0 2
24 No Non-Travel 1269 Research & Development 4 1 Life Sciences 1 888 1 Male 46 2 1 Laboratory Technician 4 Married 3162 10778 0 Y No 17 3 4 80 0 6 2 2 5 2 3 4
32 No Travel_Frequently 379 Sales 5 2 Life Sciences 1 889 2 Male 48 3 2 Sales Executive 2 Married 6524 8891 1 Y No 14 3 4 80 1 10 3 3 10 8 5 3
38 No Travel_Rarely 395 Sales 9 3 Marketing 1 893 2 Male 98 2 1 Sales Representative 2 Married 2899 12102 0 Y No 19 3 4 80 1 3 3 3 2 2 1 2
42 No Travel_Rarely 1265 Research & Development 3 3 Life Sciences 1 894 3 Female 95 4 2 Laboratory Technician 4 Married 5231 23726 2 Y Yes 13 3 2 80 1 17 1 2 5 3 1 3
31 No Travel_Rarely 1222 Research & Development 11 4 Life Sciences 1 895 4 Male 48 3 1 Research Scientist 4 Married 2356 14871 3 Y Yes 19 3 2 80 1 8 2 3 6 4 0 2
29 Yes Travel_Rarely 341 Sales 1 3 Medical 1 896 2 Female 48 2 1 Sales Representative 3 Divorced 2800 23522 6 Y Yes 19 3 3 80 3 5 3 3 3 2 0 2
53 No Travel_Rarely 868 Sales 8 3 Marketing 1 897 1 Male 73 3 4 Sales Executive 4 Married 11836 22789 5 Y No 14 3 3 80 1 28 3 3 2 0 2 2
35 No Travel_Rarely 672 Research & Development 25 3 Technical Degree 1 899 4 Male 78 2 3 Manufacturing Director 2 Married 10903 9129 3 Y No 16 3 1 80 0 16 2 3 13 10 4 8
37 No Travel_Frequently 1231 Sales 21 2 Medical 1 900 3 Female 54 3 1 Sales Representative 4 Married 2973 21222 5 Y No 15 3 2 80 1 10 3 3 5 4 0 0
53 No Travel_Rarely 102 Research & Development 23 4 Life Sciences 1 901 4 Female 72 3 4 Research Director 4 Single 14275 20206 6 Y No 18 3 3 80 0 33 0 3 12 9 3 8
43 No Travel_Frequently 422 Research & Development 1 3 Life Sciences 1 902 4 Female 33 3 2 Healthcare Representative 4 Married 5562 21782 4 Y No 13 3 2 80 1 12 2 2 5 2 2 2
47 No Travel_Rarely 249 Sales 2 2 Marketing 1 903 3 Female 35 3 2 Sales Executive 4 Married 4537 17783 0 Y Yes 22 4 1 80 1 8 2 3 7 6 7 7
37 No Non-Travel 1252 Sales 19 2 Medical 1 904 1 Male 32 3 3 Sales Executive 2 Single 7642 4814 1 Y Yes 13 3 4 80 0 10 2 3 10 0 0 9
50 No Non-Travel 881 Research & Development 2 4 Life Sciences 1 905 1 Male 98 3 4 Manager 1 Divorced 17924 4544 1 Y No 11 3 4 80 1 31 3 3 31 6 14 7
39 No Travel_Rarely 1383 Human Resources 2 3 Life Sciences 1 909 4 Female 42 2 2 Human Resources 4 Married 5204 7790 8 Y No 11 3 3 80 2 13 2 3 5 4 0 4
33 No Travel_Rarely 1075 Human Resources 3 2 Human Resources 1 910 4 Male 57 3 1 Human Resources 2 Divorced 2277 22650 3 Y Yes 11 3 3 80 1 7 4 4 4 3 0 3
32 Yes Travel_Rarely 374 Research & Development 25 4 Life Sciences 1 911 1 Male 87 3 1 Laboratory Technician 4 Single 2795 18016 1 Y Yes 24 4 3 80 0 1 2 1 1 0 0 1
29 No Travel_Rarely 1086 Research & Development 7 1 Medical 1 912 1 Female 62 2 1 Laboratory Technician 4 Divorced 2532 6054 6 Y No 14 3 3 80 3 8 5 3 4 3 0 3
44 No Travel_Rarely 661 Research & Development 9 2 Life Sciences 1 913 2 Male 61 3 1 Research Scientist 1 Married 2559 7508 1 Y Yes 13 3 4 80 0 8 0 3 8 7 7 1
28 No Travel_Rarely 821 Sales 5 4 Medical 1 916 1 Male 98 3 2 Sales Executive 4 Single 4908 24252 1 Y No 14 3 2 80 0 4 3 3 4 2 0 2
58 Yes Travel_Frequently 781 Research & Development 2 1 Life Sciences 1 918 4 Male 57 2 1 Laboratory Technician 4 Divorced 2380 13384 9 Y Yes 14 3 4 80 1 3 3 2 1 0 0 0
43 No Travel_Rarely 177 Research & Development 8 3 Life Sciences 1 920 1 Female 55 3 2 Manufacturing Director 2 Divorced 4765 23814 4 Y No 21 4 3 80 1 4 2 4 1 0 0 0
20 Yes Travel_Rarely 500 Sales 2 3 Medical 1 922 3 Female 49 2 1 Sales Representative 3 Single 2044 22052 1 Y No 13 3 4 80 0 2 3 2 2 2 0 2
21 Yes Travel_Rarely 1427 Research & Development 18 1 Other 1 923 4 Female 65 3 1 Research Scientist 4 Single 2693 8870 1 Y No 19 3 1 80 0 1 3 2 1 0 0 0
36 No Travel_Rarely 1425 Research & Development 14 1 Life Sciences 1 924 3 Male 68 3 2 Healthcare Representative 4 Married 6586 4821 0 Y Yes 17 3 1 80 1 17 2 2 16 8 4 11
47 No Travel_Rarely 1454 Sales 2 4 Life Sciences 1 925 4 Female 65 2 1 Sales Representative 4 Single 3294 13137 1 Y Yes 18 3 1 80 0 3 3 2 3 2 1 2
22 Yes Travel_Rarely 617 Research & Development 3 1 Life Sciences 1 926 2 Female 34 3 2 Manufacturing Director 3 Married 4171 10022 0 Y Yes 19 3 1 80 1 4 3 4 3 2 0 2
41 Yes Travel_Rarely 1085 Research & Development 2 4 Life Sciences 1 927 2 Female 57 1 1 Laboratory Technician 4 Divorced 2778 17725 4 Y Yes 13 3 3 80 1 10 1 2 7 7 1 0
28 No Travel_Rarely 995 Research & Development 9 3 Medical 1 930 3 Female 77 3 1 Research Scientist 3 Divorced 2377 9834 5 Y No 18 3 2 80 1 6 2 3 2 2 2 2
39 Yes Travel_Rarely 1122 Research & Development 6 3 Medical 1 932 4 Male 70 3 1 Laboratory Technician 1 Married 2404 4303 7 Y Yes 21 4 4 80 0 8 2 1 2 2 2 2
27 No Travel_Rarely 618 Research & Development 4 3 Life Sciences 1 933 2 Female 76 3 1 Research Scientist 3 Single 2318 17808 1 Y No 19 3 3 80 0 1 2 3 1 1 0 0
34 No Travel_Rarely 546 Research & Development 10 3 Life Sciences 1 934 2 Male 83 3 1 Laboratory Technician 2 Divorced 2008 6896 1 Y No 14 3 2 80 2 1 3 3 1 0 1 0
42 No Travel_Rarely 462 Sales 14 2 Medical 1 936 3 Female 68 2 2 Sales Executive 3 Single 6244 7824 7 Y No 17 3 1 80 0 10 6 3 5 4 0 3
33 No Travel_Rarely 1198 Research & Development 1 4 Other 1 939 3 Male 100 2 1 Research Scientist 1 Single 2799 3339 3 Y Yes 11 3 2 80 0 6 1 3 3 2 0 2
58 No Travel_Rarely 1272 Research & Development 5 3 Technical Degree 1 940 3 Female 37 2 3 Healthcare Representative 2 Divorced 10552 9255 2 Y Yes 13 3 4 80 1 24 3 3 6 0 0 4
31 No Travel_Rarely 154 Sales 7 4 Life Sciences 1 941 2 Male 41 2 1 Sales Representative 3 Married 2329 11737 3 Y No 15 3 2 80 0 13 2 4 7 7 5 2
35 No Travel_Rarely 1137 Research & Development 21 1 Life Sciences 1 942 4 Female 51 3 2 Healthcare Representative 4 Married 4014 19170 1 Y Yes 25 4 4 80 1 10 2 1 10 6 0 7
49 No Travel_Rarely 527 Research & Development 8 2 Other 1 944 1 Female 51 3 3 Laboratory Technician 2 Married 7403 22477 4 Y No 11 3 3 80 1 29 3 2 26 9 1 7
48 No Travel_Rarely 1469 Research & Development 20 4 Medical 1 945 4 Male 51 3 1 Research Scientist 3 Married 2259 5543 4 Y No 17 3 1 80 2 13 2 2 0 0 0 0
31 No Non-Travel 1188 Sales 20 2 Marketing 1 947 4 Female 45 3 2 Sales Executive 3 Married 6932 24406 1 Y No 13 3 4 80 1 9 2 2 9 8 0 0
36 No Travel_Rarely 188 Research & Development 7 4 Other 1 949 2 Male 65 3 1 Research Scientist 4 Single 4678 23293 2 Y No 18 3 3 80 0 8 6 3 6 2 0 1
38 No Travel_Rarely 1333 Research & Development 1 3 Technical Degree 1 950 4 Female 80 3 3 Research Director 1 Married 13582 16292 1 Y No 13 3 2 80 1 15 3 3 15 12 5 11
32 No Non-Travel 1184 Research & Development 1 3 Life Sciences 1 951 3 Female 70 2 1 Laboratory Technician 2 Married 2332 3974 6 Y No 20 4 3 80 0 5 3 3 3 0 0 2
25 Yes Travel_Rarely 867 Sales 19 2 Marketing 1 952 3 Male 36 2 1 Sales Representative 2 Married 2413 18798 1 Y Yes 18 3 3 80 3 1 2 3 1 0 0 0
40 No Travel_Rarely 658 Sales 10 4 Marketing 1 954 1 Male 67 2 3 Sales Executive 2 Divorced 9705 20652 2 Y No 12 3 2 80 1 11 2 2 1 0 0 0
26 No Travel_Frequently 1283 Sales 1 3 Medical 1 956 3 Male 52 2 2 Sales Executive 1 Single 4294 11148 1 Y No 12 3 2 80 0 7 2 3 7 7 0 7
41 No Travel_Rarely 263 Research & Development 6 3 Medical 1 957 4 Male 59 3 1 Laboratory Technician 1 Single 4721 3119 2 Y Yes 13 3 3 80 0 20 3 3 18 13 2 17
36 No Travel_Rarely 938 Research & Development 2 4 Medical 1 958 3 Male 79 3 1 Laboratory Technician 3 Single 2519 12287 4 Y No 21 4 3 80 0 16 6 3 11 8 3 9
19 Yes Travel_Rarely 419 Sales 21 3 Other 1 959 4 Male 37 2 1 Sales Representative 2 Single 2121 9947 1 Y Yes 13 3 2 80 0 1 3 4 1 0 0 0
20 Yes Travel_Rarely 129 Research & Development 4 3 Technical Degree 1 960 1 Male 84 3 1 Laboratory Technician 1 Single 2973 13008 1 Y No 19 3 2 80 0 1 2 3 1 0 0 0
31 No Travel_Rarely 616 Research & Development 12 3 Medical 1 961 4 Female 41 3 2 Healthcare Representative 4 Married 5855 17369 0 Y Yes 11 3 3 80 2 10 2 1 9 7 8 5
40 No Travel_Frequently 1469 Research & Development 9 4 Medical 1 964 4 Male 35 3 1 Research Scientist 2 Divorced 3617 25063 8 Y Yes 14 3 4 80 1 3 2 3 1 1 0 0
32 No Travel_Rarely 498 Research & Development 3 4 Medical 1 966 3 Female 93 3 2 Manufacturing Director 1 Married 6725 13554 1 Y No 12 3 3 80 1 8 2 4 8 7 6 3
36 Yes Travel_Rarely 530 Sales 3 1 Life Sciences 1 967 3 Male 51 2 3 Sales Executive 4 Married 10325 5518 1 Y Yes 11 3 1 80 1 16 6 3 16 7 3 7
33 No Travel_Rarely 1069 Research & Development 1 3 Life Sciences 1 969 2 Female 42 2 2 Healthcare Representative 4 Single 6949 12291 0 Y No 14 3 1 80 0 6 3 3 5 0 1 4
37 Yes Travel_Rarely 625 Sales 1 4 Life Sciences 1 970 1 Male 46 2 3 Sales Executive 3 Married 10609 14922 5 Y No 11 3 3 80 0 17 2 1 14 1 11 7
45 No Non-Travel 805 Research & Development 4 2 Life Sciences 1 972 3 Male 57 3 2 Laboratory Technician 2 Married 4447 23163 1 Y No 12 3 2 80 0 9 5 2 9 7 0 8
29 No Travel_Frequently 1404 Sales 20 3 Technical Degree 1 974 3 Female 84 3 1 Sales Representative 4 Married 2157 18203 1 Y No 15 3 2 80 1 3 5 3 3 1 0 2
35 No Travel_Rarely 1219 Sales 18 3 Medical 1 975 3 Female 86 3 2 Sales Executive 3 Married 4601 6179 1 Y No 16 3 2 80 0 5 3 3 5 2 1 0
52 No Travel_Rarely 1053 Research & Development 1 2 Life Sciences 1 976 4 Male 70 3 4 Manager 4 Married 17099 13829 2 Y No 15 3 2 80 1 26 2 2 9 8 7 8
58 Yes Travel_Rarely 289 Research & Development 2 3 Technical Degree 1 977 4 Male 51 3 1 Research Scientist 3 Single 2479 26227 4 Y No 24 4 1 80 0 7 4 3 1 0 0 0
53 No Travel_Rarely 1376 Sales 2 2 Medical 1 981 3 Male 45 3 4 Manager 3 Divorced 14852 13938 6 Y No 13 3 3 80 1 22 3 4 17 13 15 2
30 No Travel_Rarely 231 Sales 8 2 Other 1 982 3 Male 62 3 3 Sales Executive 3 Divorced 7264 9977 5 Y No 11 3 1 80 1 10 2 4 8 4 7 7
38 No Non-Travel 152 Sales 10 3 Technical Degree 1 983 3 Female 85 3 2 Sales Executive 4 Single 5666 19899 1 Y Yes 13 3 2 80 0 6 1 3 5 3 1 3
35 No Travel_Rarely 882 Sales 3 4 Life Sciences 1 984 4 Male 92 3 3 Sales Executive 4 Divorced 7823 6812 6 Y No 13 3 2 80 1 12 2 3 10 9 0 8
39 No Travel_Rarely 903 Sales 2 5 Life Sciences 1 985 1 Male 41 4 3 Sales Executive 3 Single 7880 2560 0 Y No 18 3 4 80 0 9 3 3 8 7 0 7
40 Yes Non-Travel 1479 Sales 24 3 Life Sciences 1 986 2 Female 100 4 4 Sales Executive 2 Single 13194 17071 4 Y Yes 16 3 4 80 0 22 2 2 1 0 0 0
47 No Travel_Frequently 1379 Research & Development 16 4 Medical 1 987 3 Male 64 4 2 Manufacturing Director 3 Divorced 5067 6759 1 Y Yes 19 3 3 80 0 20 3 4 19 10 2 7
36 No Non-Travel 1229 Sales 8 4 Technical Degree 1 990 1 Male 84 3 2 Sales Executive 4 Divorced 5079 25952 4 Y No 13 3 4 80 2 12 3 3 7 7 0 7
31 Yes Non-Travel 335 Research & Development 9 2 Medical 1 991 3 Male 46 2 1 Research Scientist 1 Single 2321 10322 0 Y Yes 22 4 1 80 0 4 0 3 3 2 1 2
33 No Non-Travel 722 Sales 17 3 Life Sciences 1 992 4 Male 38 3 4 Manager 3 Single 17444 20489 1 Y No 11 3 4 80 0 10 2 3 10 8 6 0
29 Yes Travel_Rarely 906 Research & Development 10 3 Life Sciences 1 994 4 Female 92 2 1 Research Scientist 1 Single 2404 11479 6 Y Yes 20 4 3 80 0 3 5 3 0 0 0 0
33 No Travel_Rarely 461 Research & Development 13 1 Life Sciences 1 995 2 Female 53 3 1 Research Scientist 4 Single 3452 17241 3 Y No 18 3 1 80 0 5 4 3 3 2 0 2
45 No Travel_Rarely 974 Research & Development 1 4 Medical 1 996 4 Female 91 3 1 Laboratory Technician 4 Divorced 2270 11005 3 Y No 14 3 4 80 2 8 2 3 5 3 0 2
50 No Travel_Rarely 1126 Research & Development 1 2 Medical 1 997 4 Male 66 3 4 Research Director 4 Divorced 17399 6615 9 Y No 22 4 3 80 1 32 1 2 5 4 1 3
33 No Travel_Frequently 827 Research & Development 1 4 Other 1 998 3 Female 84 4 2 Healthcare Representative 2 Married 5488 20161 1 Y Yes 13 3 1 80 1 6 2 3 6 5 1 2
41 No Travel_Frequently 840 Research & Development 9 3 Medical 1 999 1 Male 64 3 5 Research Director 3 Divorced 19419 3735 2 Y No 17 3 2 80 1 21 2 4 18 16 0 11
27 No Travel_Rarely 1134 Research & Development 16 4 Technical Degree 1 1001 3 Female 37 3 1 Laboratory Technician 2 Married 2811 12086 9 Y No 14 3 2 80 1 4 2 3 2 2 2 2
45 No Non-Travel 248 Research & Development 23 2 Life Sciences 1 1002 4 Male 42 3 2 Laboratory Technician 1 Married 3633 14039 1 Y Yes 15 3 3 80 1 9 2 3 9 8 0 8
47 No Travel_Rarely 955 Sales 4 2 Life Sciences 1 1003 4 Female 83 3 2 Sales Executive 4 Single 4163 8571 1 Y Yes 17 3 3 80 0 9 0 3 9 0 0 7
30 Yes Travel_Rarely 138 Research & Development 22 3 Life Sciences 1 1004 1 Female 48 3 1 Research Scientist 3 Married 2132 11539 4 Y Yes 11 3 2 80 0 7 2 3 5 2 0 1
50 No Travel_Rarely 939 Research & Development 24 3 Life Sciences 1 1005 4 Male 95 3 4 Manufacturing Director 3 Married 13973 4161 3 Y Yes 18 3 4 80 1 22 2 3 12 11 1 5
38 No Travel_Frequently 1391 Research & Development 10 1 Medical 1 1006 3 Male 66 3 1 Research Scientist 3 Married 2684 12127 0 Y No 17 3 2 80 1 3 0 2 2 1 0 2
46 No Travel_Rarely 566 Research & Development 7 2 Medical 1 1007 4 Male 75 3 3 Manufacturing Director 3 Divorced 10845 24208 6 Y No 13 3 2 80 1 13 3 3 8 7 0 7
24 No Travel_Rarely 1206 Research & Development 17 1 Medical 1 1009 4 Female 41 2 2 Manufacturing Director 3 Divorced 4377 24117 1 Y No 15 3 2 80 2 5 6 3 4 2 3 2
35 Yes Travel_Rarely 622 Research & Development 14 4 Other 1 1010 3 Male 39 2 1 Laboratory Technician 2 Divorced 3743 10074 1 Y Yes 24 4 4 80 1 5 2 1 4 2 0 2
31 No Travel_Frequently 853 Research & Development 1 1 Life Sciences 1 1011 3 Female 96 3 2 Manufacturing Director 1 Married 4148 11275 1 Y No 12 3 3 80 1 4 1 3 4 3 0 3
18 No Non-Travel 287 Research & Development 5 2 Life Sciences 1 1012 2 Male 73 3 1 Research Scientist 4 Single 1051 13493 1 Y No 15 3 4 80 0 0 2 3 0 0 0 0
54 No Travel_Rarely 1441 Research & Development 17 3 Technical Degree 1 1013 3 Female 56 3 3 Manufacturing Director 3 Married 10739 13943 8 Y No 11 3 3 80 1 22 2 3 10 7 0 8
35 No Travel_Rarely 583 Research & Development 25 4 Medical 1 1014 3 Female 57 3 3 Healthcare Representative 3 Divorced 10388 6975 1 Y Yes 11 3 3 80 1 16 3 2 16 10 10 1
30 No Travel_Rarely 153 Research & Development 8 2 Life Sciences 1 1015 2 Female 73 4 3 Research Director 1 Married 11416 17802 0 Y Yes 12 3 3 80 3 9 4 2 8 7 1 7
20 Yes Travel_Rarely 1097 Research & Development 11 3 Medical 1 1016 4 Female 98 2 1 Research Scientist 1 Single 2600 18275 1 Y Yes 15 3 1 80 0 1 2 3 1 0 0 0
30 Yes Travel_Frequently 109 Research & Development 5 3 Medical 1 1017 2 Female 60 3 1 Laboratory Technician 2 Single 2422 25725 0 Y No 17 3 1 80 0 4 3 3 3 2 1 2
26 No Travel_Rarely 1066 Research & Development 2 2 Medical 1 1018 4 Male 32 4 2 Manufacturing Director 4 Married 5472 3334 1 Y No 12 3 2 80 0 8 2 3 8 7 1 3
22 No Travel_Rarely 217 Research & Development 8 1 Life Sciences 1 1019 2 Male 94 1 1 Laboratory Technician 1 Married 2451 6881 1 Y No 15 3 1 80 1 4 3 2 4 3 1 1
48 No Travel_Rarely 277 Research & Development 6 3 Life Sciences 1 1022 1 Male 97 2 2 Healthcare Representative 3 Single 4240 13119 2 Y No 13 3 4 80 0 19 0 3 2 2 2 2
48 No Travel_Rarely 1355 Research & Development 4 4 Life Sciences 1 1024 3 Male 78 2 3 Healthcare Representative 3 Single 10999 22245 7 Y No 14 3 2 80 0 27 3 3 15 11 4 8
41 No Travel_Rarely 549 Research & Development 7 2 Medical 1 1025 4 Female 42 3 2 Manufacturing Director 3 Single 5003 23371 6 Y No 14 3 2 80 0 8 6 3 2 2 2 1
39 No Travel_Rarely 466 Research & Development 1 1 Life Sciences 1 1026 4 Female 65 2 4 Manufacturing Director 4 Married 12742 7060 1 Y No 16 3 3 80 1 21 3 3 21 6 11 8
27 No Travel_Rarely 1055 Research & Development 2 4 Life Sciences 1 1027 1 Female 47 3 2 Manufacturing Director 4 Married 4227 4658 0 Y No 18 3 2 80 1 4 2 3 3 2 2 2
35 No Travel_Rarely 802 Research & Development 10 3 Other 1 1028 2 Male 45 3 1 Laboratory Technician 4 Divorced 3917 9541 1 Y No 20 4 1 80 1 3 4 2 3 2 1 2
42 No Travel_Rarely 265 Sales 5 2 Marketing 1 1029 4 Male 90 3 5 Manager 3 Married 18303 7770 6 Y No 13 3 2 80 0 21 3 4 1 0 0 0
50 No Travel_Rarely 804 Research & Development 9 3 Life Sciences 1 1030 1 Male 64 3 1 Laboratory Technician 4 Married 2380 20165 4 Y No 18 3 2 80 0 8 5 3 1 0 0 0
59 No Travel_Rarely 715 Research & Development 2 3 Life Sciences 1 1032 3 Female 69 2 4 Manufacturing Director 4 Single 13726 21829 3 Y Yes 13 3 1 80 0 30 4 3 5 3 4 3
37 Yes Travel_Rarely 1141 Research & Development 11 2 Medical 1 1033 1 Female 61 1 2 Healthcare Representative 2 Married 4777 14382 5 Y No 15 3 1 80 0 15 2 1 1 0 0 0
55 No Travel_Frequently 135 Research & Development 18 4 Medical 1 1034 3 Male 62 3 2 Healthcare Representative 2 Married 6385 12992 3 Y Yes 14 3 4 80 2 17 3 3 8 7 6 7
41 No Non-Travel 247 Research & Development 7 1 Life Sciences 1 1035 2 Female 55 1 5 Research Director 3 Divorced 19973 20284 1 Y No 22 4 2 80 2 21 3 3 21 16 5 10
38 No Travel_Rarely 1035 Sales 3 4 Life Sciences 1 1036 2 Male 42 3 2 Sales Executive 4 Single 6861 4981 8 Y Yes 12 3 3 80 0 19 1 3 1 0 0 0
26 Yes Non-Travel 265 Sales 29 2 Medical 1 1037 2 Male 79 1 2 Sales Executive 1 Single 4969 21813 8 Y No 18 3 4 80 0 7 6 3 2 2 2 2
52 Yes Travel_Rarely 266 Sales 2 1 Marketing 1 1038 1 Female 57 1 5 Manager 4 Married 19845 25846 1 Y No 15 3 4 80 1 33 3 3 32 14 6 9
44 No Travel_Rarely 1448 Sales 28 3 Medical 1 1039 4 Female 53 4 4 Sales Executive 4 Married 13320 11737 3 Y Yes 18 3 3 80 1 23 2 3 12 11 11 11
50 No Non-Travel 145 Sales 1 3 Life Sciences 1 1040 4 Female 95 3 2 Sales Executive 3 Married 6347 24920 0 Y No 12 3 1 80 1 19 3 3 18 7 0 13
36 Yes Travel_Rarely 885 Research & Development 16 4 Life Sciences 1 1042 3 Female 43 4 1 Laboratory Technician 1 Single 2743 8269 1 Y No 16 3 3 80 0 18 1 3 17 13 15 14
39 No Travel_Frequently 945 Research & Development 22 3 Medical 1 1043 4 Female 82 3 3 Manufacturing Director 1 Single 10880 5083 1 Y Yes 13 3 3 80 0 21 2 3 21 6 2 8
33 No Non-Travel 1038 Sales 8 1 Life Sciences 1 1044 2 Female 88 2 1 Sales Representative 4 Single 2342 21437 0 Y No 19 3 4 80 0 3 2 2 2 2 2 2
45 No Travel_Rarely 1234 Sales 11 2 Life Sciences 1 1045 4 Female 90 3 4 Manager 4 Married 17650 5404 3 Y No 13 3 2 80 1 26 4 4 9 3 1 1
32 No Non-Travel 1109 Research & Development 29 4 Medical 1 1046 4 Female 69 3 1 Laboratory Technician 3 Single 4025 11135 9 Y No 12 3 2 80 0 10 2 3 8 7 7 7
34 No Travel_Rarely 216 Sales 1 4 Marketing 1 1047 2 Male 75 4 2 Sales Executive 4 Divorced 9725 12278 0 Y No 11 3 4 80 1 16 2 2 15 1 0 9
59 No Travel_Rarely 1089 Sales 1 2 Technical Degree 1 1048 2 Male 66 3 3 Manager 4 Married 11904 11038 3 Y Yes 14 3 3 80 1 14 1 1 6 4 0 4
45 No Travel_Rarely 788 Human Resources 24 4 Medical 1 1049 2 Male 36 3 1 Human Resources 2 Single 2177 8318 1 Y No 16 3 1 80 0 6 3 3 6 3 0 4
53 No Travel_Frequently 124 Sales 2 3 Marketing 1 1050 3 Female 38 2 3 Sales Executive 2 Married 7525 23537 2 Y No 12 3 1 80 1 30 2 3 15 7 6 12
36 Yes Travel_Rarely 660 Research & Development 15 3 Other 1 1052 1 Male 81 3 2 Laboratory Technician 3 Divorced 4834 7858 7 Y No 14 3 2 80 1 9 3 2 1 0 0 0
26 Yes Travel_Frequently 342 Research & Development 2 3 Life Sciences 1 1053 1 Male 57 3 1 Research Scientist 1 Married 2042 15346 6 Y Yes 14 3 2 80 1 6 2 3 3 2 1 2
34 No Travel_Rarely 1333 Sales 10 4 Life Sciences 1 1055 3 Female 87 3 1 Sales Representative 3 Married 2220 18410 1 Y Yes 19 3 4 80 1 1 2 3 1 1 0 0
28 No Travel_Rarely 1144 Sales 10 1 Medical 1 1056 4 Male 74 3 1 Sales Representative 2 Married 1052 23384 1 Y No 22 4 2 80 0 1 5 3 1 0 0 0
38 No Travel_Frequently 1186 Research & Development 3 4 Other 1 1060 3 Male 44 3 1 Research Scientist 3 Married 2821 2997 3 Y No 16 3 1 80 1 8 2 3 2 2 2 2
50 No Travel_Rarely 1464 Research & Development 2 4 Medical 1 1061 2 Male 62 3 5 Research Director 3 Married 19237 12853 2 Y Yes 11 3 4 80 1 29 2 2 8 1 7 7
37 No Travel_Rarely 124 Research & Development 3 3 Other 1 1062 4 Female 35 3 2 Healthcare Representative 2 Single 4107 13848 3 Y No 15 3 1 80 0 8 3 2 4 3 0 1
40 No Travel_Rarely 300 Sales 26 3 Marketing 1 1066 3 Male 74 3 2 Sales Executive 1 Married 8396 22217 1 Y No 14 3 2 80 1 8 3 2 7 7 7 5
26 No Travel_Frequently 921 Research & Development 1 1 Medical 1 1068 1 Female 66 2 1 Research Scientist 3 Divorced 2007 25265 1 Y No 13 3 3 80 2 5 5 3 5 3 1 3
46 No Travel_Rarely 430 Research & Development 1 4 Medical 1 1069 4 Male 40 3 5 Research Director 4 Divorced 19627 21445 9 Y No 17 3 4 80 2 23 0 3 2 2 2 2
54 No Travel_Rarely 1082 Sales 2 4 Life Sciences 1 1070 3 Female 41 2 3 Sales Executive 3 Married 10686 8392 6 Y No 11 3 2 80 1 13 4 3 9 4 7 0
56 No Travel_Frequently 1240 Research & Development 9 3 Medical 1 1071 1 Female 63 3 1 Research Scientist 3 Married 2942 12154 2 Y No 19 3 2 80 1 18 4 3 5 4 0 3
36 No Travel_Rarely 796 Research & Development 12 5 Medical 1 1073 4 Female 51 2 3 Manufacturing Director 4 Single 8858 15669 0 Y No 11 3 2 80 0 15 2 2 14 8 7 8
55 No Non-Travel 444 Research & Development 2 1 Medical 1 1074 3 Male 40 2 4 Manager 1 Single 16756 17323 7 Y No 15 3 2 80 0 31 3 4 9 7 6 2
43 No Travel_Rarely 415 Sales 25 3 Medical 1 1076 3 Male 79 2 3 Sales Executive 4 Divorced 10798 5268 5 Y No 13 3 3 80 1 18 5 3 1 0 0 0
20 Yes Travel_Frequently 769 Sales 9 3 Marketing 1 1077 4 Female 54 3 1 Sales Representative 4 Single 2323 17205 1 Y Yes 14 3 2 80 0 2 3 3 2 2 0 2
21 Yes Travel_Rarely 1334 Research & Development 10 3 Life Sciences 1 1079 3 Female 36 2 1 Laboratory Technician 1 Single 1416 17258 1 Y No 13 3 1 80 0 1 6 2 1 0 1 0
46 No Travel_Rarely 1003 Research & Development 8 4 Life Sciences 1 1080 4 Female 74 2 2 Research Scientist 1 Divorced 4615 21029 8 Y Yes 23 4 1 80 3 19 2 3 16 13 1 7
51 Yes Travel_Rarely 1323 Research & Development 4 4 Life Sciences 1 1081 1 Male 34 3 1 Research Scientist 3 Married 2461 10332 9 Y Yes 12 3 3 80 3 18 2 4 10 0 2 7
28 Yes Non-Travel 1366 Research & Development 24 2 Technical Degree 1 1082 2 Male 72 2 3 Healthcare Representative 1 Single 8722 12355 1 Y No 12 3 1 80 0 10 2 2 10 7 1 9
26 No Travel_Rarely 192 Research & Development 1 2 Medical 1 1083 1 Male 59 2 1 Laboratory Technician 1 Married 3955 11141 1 Y No 16 3 1 80 2 6 2 3 5 3 1 3
30 No Travel_Rarely 1176 Research & Development 20 3 Other 1 1084 3 Male 85 3 2 Manufacturing Director 1 Married 9957 9096 0 Y No 15 3 3 80 1 7 1 2 6 2 0 2
41 No Travel_Rarely 509 Research & Development 7 2 Technical Degree 1 1085 2 Female 43 4 1 Research Scientist 3 Married 3376 18863 1 Y No 13 3 3 80 0 10 3 3 10 6 0 8
38 No Travel_Rarely 330 Research & Development 17 1 Life Sciences 1 1088 3 Female 65 2 3 Healthcare Representative 3 Married 8823 24608 0 Y No 18 3 1 80 1 20 4 2 19 9 1 9
40 No Travel_Rarely 1492 Research & Development 20 4 Technical Degree 1 1092 1 Male 61 3 3 Healthcare Representative 4 Married 10322 26542 4 Y No 20 4 4 80 1 14 6 3 11 10 11 1
27 No Non-Travel 1277 Research & Development 8 5 Life Sciences 1 1094 1 Male 87 1 1 Laboratory Technician 3 Married 4621 5869 1 Y No 19 3 4 80 3 3 4 3 3 2 1 2
55 No Travel_Frequently 1091 Research & Development 2 1 Life Sciences 1 1096 4 Male 65 3 3 Manufacturing Director 2 Married 10976 15813 3 Y No 18 3 2 80 1 23 4 3 3 2 1 2
28 No Travel_Rarely 857 Research & Development 10 3 Other 1 1097 3 Female 59 3 2 Research Scientist 3 Single 3660 7909 3 Y No 13 3 4 80 0 10 4 4 8 7 1 7
44 Yes Travel_Rarely 1376 Human Resources 1 2 Medical 1 1098 2 Male 91 2 3 Human Resources 1 Married 10482 2326 9 Y No 14 3 4 80 1 24 1 3 20 6 3 6
33 No Travel_Rarely 654 Research & Development 5 3 Life Sciences 1 1099 4 Male 34 2 3 Healthcare Representative 4 Divorced 7119 21214 4 Y No 15 3 3 80 1 9 2 3 3 2 1 2
35 Yes Travel_Rarely 1204 Sales 4 3 Technical Degree 1 1100 4 Male 86 3 3 Sales Executive 1 Single 9582 10333 0 Y Yes 22 4 1 80 0 9 2 3 8 7 4 7
33 Yes Travel_Frequently 827 Research & Development 29 4 Medical 1 1101 1 Female 54 2 2 Research Scientist 3 Single 4508 3129 1 Y No 22 4 2 80 0 14 4 3 13 7 3 8
28 No Travel_Rarely 895 Research & Development 15 2 Life Sciences 1 1102 1 Male 50 3 1 Laboratory Technician 3 Divorced 2207 22482 1 Y No 16 3 4 80 1 4 5 2 4 2 2 2
34 No Travel_Frequently 618 Research & Development 3 1 Life Sciences 1 1103 1 Male 45 3 2 Healthcare Representative 4 Single 7756 22266 0 Y No 17 3 3 80 0 7 1 2 6 2 0 4
37 No Travel_Rarely 309 Sales 10 4 Life Sciences 1 1105 4 Female 88 2 2 Sales Executive 4 Divorced 6694 24223 2 Y Yes 14 3 3 80 3 8 5 3 1 0 0 0
25 Yes Travel_Rarely 1219 Research & Development 4 1 Technical Degree 1 1106 4 Male 32 3 1 Laboratory Technician 4 Married 3691 4605 1 Y Yes 15 3 2 80 1 7 3 4 7 7 5 6
26 Yes Travel_Rarely 1330 Research & Development 21 3 Medical 1 1107 1 Male 37 3 1 Laboratory Technician 3 Divorced 2377 19373 1 Y No 20 4 3 80 1 1 0 2 1 1 0 0
33 Yes Travel_Rarely 1017 Research & Development 25 3 Medical 1 1108 1 Male 55 2 1 Research Scientist 2 Single 2313 2993 4 Y Yes 20 4 2 80 0 5 0 3 2 2 2 2
42 No Travel_Rarely 469 Research & Development 2 2 Medical 1 1109 4 Male 35 3 4 Manager 1 Married 17665 14399 0 Y No 17 3 4 80 1 23 3 3 22 6 13 7
28 Yes Travel_Frequently 1009 Research & Development 1 3 Medical 1 1111 1 Male 45 2 1 Laboratory Technician 2 Divorced 2596 7160 1 Y No 15 3 1 80 2 1 2 3 1 0 0 0
50 Yes Travel_Frequently 959 Sales 1 4 Other 1 1113 4 Male 81 3 2 Sales Executive 3 Single 4728 17251 3 Y Yes 14 3 4 80 0 5 4 3 0 0 0 0
33 No Travel_Frequently 970 Sales 7 3 Life Sciences 1 1114 4 Female 30 3 2 Sales Executive 2 Married 4302 13401 0 Y No 17 3 3 80 1 4 3 3 3 2 0 2
34 No Non-Travel 697 Research & Development 3 4 Life Sciences 1 1115 3 Male 40 2 1 Research Scientist 4 Married 2979 22478 3 Y No 17 3 4 80 3 6 2 3 0 0 0 0
48 No Non-Travel 1262 Research & Development 1 4 Medical 1 1116 1 Male 35 4 4 Manager 4 Single 16885 16154 2 Y No 22 4 3 80 0 27 3 2 5 4 2 1
45 No Non-Travel 1050 Sales 9 4 Life Sciences 1 1117 2 Female 65 2 2 Sales Executive 3 Married 5593 17970 1 Y No 13 3 4 80 1 15 2 3 15 10 4 12
52 No Travel_Rarely 994 Research & Development 7 4 Life Sciences 1 1118 2 Male 87 3 3 Healthcare Representative 2 Single 10445 15322 7 Y No 19 3 4 80 0 18 4 3 8 6 4 0
38 No Travel_Rarely 770 Sales 10 4 Marketing 1 1119 3 Male 73 2 3 Sales Executive 3 Divorced 8740 5569 0 Y Yes 14 3 2 80 2 9 2 3 8 7 2 7
29 No Travel_Rarely 1107 Research & Development 28 4 Life Sciences 1 1120 3 Female 93 3 1 Research Scientist 4 Divorced 2514 26968 4 Y No 22 4 1 80 1 11 1 3 7 5 1 7
28 No Travel_Rarely 950 Research & Development 3 3 Medical 1 1121 4 Female 93 3 3 Manufacturing Director 2 Divorced 7655 8039 0 Y No 17 3 2 80 3 10 3 2 9 7 1 7
46 No Travel_Rarely 406 Sales 3 1 Marketing 1 1124 1 Male 52 3 4 Manager 3 Married 17465 15596 3 Y No 12 3 4 80 1 23 3 3 12 9 4 9
38 No Travel_Rarely 130 Sales 2 2 Marketing 1 1125 4 Male 32 3 3 Sales Executive 2 Single 7351 20619 7 Y No 16 3 3 80 0 10 2 3 1 0 0 0
43 No Travel_Frequently 1082 Research & Development 27 3 Life Sciences 1 1126 3 Female 83 3 3 Manufacturing Director 1 Married 10820 11535 8 Y No 11 3 3 80 1 18 1 3 8 7 0 1
39 Yes Travel_Frequently 203 Research & Development 2 3 Life Sciences 1 1127 1 Male 84 3 4 Healthcare Representative 4 Divorced 12169 13547 7 Y No 11 3 4 80 3 21 4 3 18 7 11 5
40 No Travel_Rarely 1308 Research & Development 14 3 Medical 1 1128 3 Male 44 2 5 Research Director 3 Single 19626 17544 1 Y No 14 3 1 80 0 21 2 4 20 7 4 9
21 No Travel_Rarely 984 Research & Development 1 1 Technical Degree 1 1131 4 Female 70 2 1 Research Scientist 2 Single 2070 25326 1 Y Yes 11 3 3 80 0 2 6 4 2 2 2 2
39 No Non-Travel 439 Research & Development 9 3 Life Sciences 1 1132 3 Male 70 3 2 Laboratory Technician 2 Single 6782 8770 9 Y No 15 3 3 80 0 9 2 2 5 4 0 3
36 No Non-Travel 217 Research & Development 18 4 Life Sciences 1 1133 1 Male 78 3 2 Manufacturing Director 4 Single 7779 23238 2 Y No 20 4 1 80 0 18 0 3 11 9 0 9
31 No Travel_Frequently 793 Sales 20 3 Life Sciences 1 1135 3 Male 67 4 1 Sales Representative 4 Married 2791 21981 0 Y No 12 3 1 80 1 3 4 3 2 2 2 2
28 No Travel_Rarely 1451 Research & Development 2 1 Life Sciences 1 1136 1 Male 67 2 1 Research Scientist 2 Married 3201 19911 0 Y No 17 3 1 80 0 6 2 1 5 3 0 4
35 No Travel_Frequently 1182 Sales 11 2 Marketing 1 1137 4 Male 54 3 2 Sales Executive 4 Divorced 4968 18500 1 Y No 11 3 4 80 1 5 3 3 5 2 0 2
49 No Travel_Rarely 174 Sales 8 4 Technical Degree 1 1138 4 Male 56 2 4 Sales Executive 2 Married 13120 11879 6 Y No 17 3 2 80 1 22 3 3 9 8 2 3
34 No Travel_Frequently 1003 Research & Development 2 2 Life Sciences 1 1140 4 Male 95 3 2 Manufacturing Director 3 Single 4033 15834 2 Y No 11 3 4 80 0 5 3 2 3 2 0 2
29 No Travel_Frequently 490 Research & Development 10 3 Life Sciences 1 1143 4 Female 61 3 1 Research Scientist 2 Divorced 3291 17940 0 Y No 14 3 4 80 2 8 2 2 7 5 1 1
42 No Travel_Rarely 188 Research & Development 29 3 Medical 1 1148 2 Male 56 1 2 Laboratory Technician 4 Single 4272 9558 4 Y No 19 3 1 80 0 16 3 3 1 0 0 0
29 No Travel_Rarely 718 Research & Development 8 1 Medical 1 1150 2 Male 79 2 2 Manufacturing Director 4 Married 5056 17689 1 Y Yes 15 3 3 80 1 10 2 2 10 7 1 2
38 No Travel_Rarely 433 Human Resources 1 3 Human Resources 1 1152 3 Male 37 4 1 Human Resources 3 Married 2844 6004 1 Y No 13 3 4 80 1 7 2 4 7 6 5 0
28 No Travel_Frequently 773 Research & Development 6 3 Life Sciences 1 1154 3 Male 39 2 1 Research Scientist 3 Divorced 2703 22088 1 Y Yes 14 3 4 80 1 3 2 3 3 1 0 2
18 Yes Non-Travel 247 Research & Development 8 1 Medical 1 1156 3 Male 80 3 1 Laboratory Technician 3 Single 1904 13556 1 Y No 12 3 4 80 0 0 0 3 0 0 0 0
33 Yes Travel_Rarely 603 Sales 9 4 Marketing 1 1157 1 Female 77 3 2 Sales Executive 1 Single 8224 18385 0 Y Yes 17 3 1 80 0 6 3 3 5 2 0 3
41 No Travel_Rarely 167 Research & Development 12 4 Life Sciences 1 1158 2 Male 46 3 1 Laboratory Technician 4 Married 4766 9051 3 Y Yes 11 3 1 80 1 6 4 3 1 0 0 0
31 Yes Travel_Frequently 874 Research & Development 15 3 Medical 1 1160 3 Male 72 3 1 Laboratory Technician 3 Married 2610 6233 1 Y No 12 3 3 80 1 2 5 2 2 2 2 2
37 No Travel_Rarely 367 Research & Development 25 2 Medical 1 1161 3 Female 52 2 2 Healthcare Representative 4 Divorced 5731 17171 7 Y No 13 3 3 80 2 9 2 3 6 2 1 3
27 No Travel_Rarely 199 Research & Development 6 3 Life Sciences 1 1162 4 Male 55 2 1 Research Scientist 3 Married 2539 7950 1 Y No 13 3 3 80 1 4 0 3 4 2 2 2
34 No Travel_Rarely 1400 Sales 9 1 Life Sciences 1 1163 2 Female 70 3 2 Sales Executive 3 Married 5714 5829 1 Y No 20 4 1 80 0 6 3 2 6 5 1 3
35 No Travel_Rarely 528 Human Resources 8 4 Technical Degree 1 1164 3 Male 100 3 1 Human Resources 3 Single 4323 7108 1 Y No 17 3 2 80 0 6 2 1 5 4 1 4
29 Yes Travel_Rarely 408 Sales 23 1 Life Sciences 1 1165 4 Female 45 2 3 Sales Executive 1 Married 7336 11162 1 Y No 13 3 1 80 1 11 3 1 11 8 3 10
40 No Travel_Frequently 593 Research & Development 9 4 Medical 1 1166 2 Female 88 3 3 Research Director 3 Single 13499 13782 9 Y No 17 3 3 80 0 20 3 2 18 7 2 13
42 Yes Travel_Frequently 481 Sales 12 3 Life Sciences 1 1167 3 Male 44 3 4 Sales Executive 1 Single 13758 2447 0 Y Yes 12 3 2 80 0 22 2 2 21 9 13 14
42 No Travel_Rarely 647 Sales 4 4 Marketing 1 1171 2 Male 45 3 2 Sales Executive 1 Single 5155 2253 7 Y No 13 3 4 80 0 9 3 4 6 4 1 5
35 No Travel_Rarely 982 Research & Development 1 4 Medical 1 1172 4 Male 58 2 1 Laboratory Technician 3 Married 2258 16340 6 Y No 12 3 2 80 1 10 2 3 8 0 1 7
24 No Travel_Rarely 477 Research & Development 24 3 Medical 1 1173 4 Male 49 3 1 Laboratory Technician 2 Single 3597 6409 8 Y No 22 4 4 80 0 6 2 3 4 3 1 2
28 Yes Travel_Rarely 1485 Research & Development 12 1 Life Sciences 1 1175 3 Female 79 3 1 Laboratory Technician 4 Married 2515 22955 1 Y Yes 11 3 4 80 0 1 4 2 1 1 0 0
26 No Travel_Rarely 1384 Research & Development 3 4 Medical 1 1177 1 Male 82 4 1 Laboratory Technician 4 Married 4420 13421 1 Y No 22 4 2 80 1 8 2 3 8 7 0 7
30 No Travel_Rarely 852 Sales 10 3 Marketing 1 1179 3 Male 72 2 2 Sales Executive 3 Married 6578 2706 1 Y No 18 3 1 80 1 10 3 3 10 3 1 4
40 No Travel_Frequently 902 Research & Development 26 2 Medical 1 1180 3 Female 92 2 2 Research Scientist 4 Married 4422 21203 3 Y Yes 13 3 4 80 1 16 3 1 1 1 0 0
35 No Travel_Rarely 819 Research & Development 2 3 Life Sciences 1 1182 3 Male 44 2 3 Manufacturing Director 2 Divorced 10274 19588 2 Y No 18 3 2 80 1 15 2 4 7 7 6 4
34 No Travel_Frequently 669 Research & Development 1 3 Medical 1 1184 4 Male 97 2 2 Healthcare Representative 1 Single 5343 25755 0 Y No 20 4 3 80 0 14 3 3 13 9 4 9
35 No Travel_Frequently 636 Research & Development 4 4 Other 1 1185 4 Male 47 2 1 Laboratory Technician 4 Married 2376 26537 1 Y No 13 3 2 80 1 2 2 4 2 2 2 2
43 Yes Travel_Rarely 1372 Sales 9 3 Marketing 1 1188 1 Female 85 1 2 Sales Executive 3 Single 5346 9489 8 Y No 13 3 2 80 0 7 2 2 4 3 1 3
32 No Non-Travel 862 Sales 2 1 Life Sciences 1 1190 3 Female 76 3 1 Sales Representative 1 Divorced 2827 14947 1 Y No 12 3 3 80 3 1 3 3 1 0 0 0
56 No Travel_Rarely 718 Research & Development 4 4 Technical Degree 1 1191 4 Female 92 3 5 Manager 1 Divorced 19943 18575 4 Y No 13 3 4 80 1 28 2 3 5 2 4 2
29 No Travel_Rarely 1401 Research & Development 6 1 Medical 1 1192 2 Female 54 3 1 Laboratory Technician 4 Married 3131 26342 1 Y No 13 3 1 80 1 10 5 3 10 8 0 8
19 No Travel_Rarely 645 Research & Development 9 2 Life Sciences 1 1193 3 Male 54 3 1 Research Scientist 1 Single 2552 7172 1 Y No 25 4 3 80 0 1 4 3 1 1 0 0
45 No Travel_Rarely 1457 Research & Development 7 3 Medical 1 1195 1 Female 83 3 1 Research Scientist 3 Married 4477 20100 4 Y Yes 19 3 3 80 1 7 2 2 3 2 0 2
37 No Travel_Rarely 977 Research & Development 1 3 Life Sciences 1 1196 4 Female 56 2 2 Manufacturing Director 4 Married 6474 9961 1 Y No 13 3 2 80 1 14 2 2 14 8 3 11
20 No Travel_Rarely 805 Research & Development 3 3 Life Sciences 1 1198 1 Male 87 2 1 Laboratory Technician 3 Single 3033 12828 1 Y No 12 3 1 80 0 2 2 2 2 2 1 2
44 Yes Travel_Rarely 1097 Research & Development 10 4 Life Sciences 1 1200 3 Male 96 3 1 Research Scientist 3 Single 2936 10826 1 Y Yes 11 3 3 80 0 6 4 3 6 4 0 2
53 No Travel_Rarely 1223 Research & Development 7 2 Medical 1 1201 4 Female 50 3 5 Manager 3 Divorced 18606 18640 3 Y No 18 3 2 80 1 26 6 3 7 7 4 7
29 No Travel_Rarely 942 Research & Development 15 1 Life Sciences 1 1202 2 Female 69 1 1 Research Scientist 4 Married 2168 26933 0 Y Yes 18 3 1 80 1 6 2 2 5 4 1 3
22 Yes Travel_Frequently 1256 Research & Development 3 4 Life Sciences 1 1203 3 Male 48 2 1 Research Scientist 4 Married 2853 4223 0 Y Yes 11 3 2 80 1 1 5 3 0 0 0 0
46 No Travel_Rarely 1402 Sales 2 3 Marketing 1 1204 3 Female 69 3 4 Manager 1 Married 17048 24097 8 Y No 23 4 1 80 0 28 2 3 26 15 15 9
44 No Non-Travel 111 Research & Development 17 3 Life Sciences 1 1206 4 Male 74 1 1 Research Scientist 3 Single 2290 4279 2 Y No 13 3 4 80 0 6 3 3 0 0 0 0
33 No Travel_Rarely 147 Human Resources 2 3 Human Resources 1 1207 2 Male 99 3 1 Human Resources 3 Married 3600 8429 1 Y No 13 3 4 80 1 5 2 3 5 4 1 4
41 Yes Non-Travel 906 Research & Development 5 2 Life Sciences 1 1210 1 Male 95 2 1 Research Scientist 1 Divorced 2107 20293 6 Y No 17 3 1 80 1 5 2 1 1 0 0 0
30 No Travel_Rarely 1329 Sales 29 4 Life Sciences 1 1211 3 Male 61 3 2 Sales Executive 1 Divorced 4115 13192 8 Y No 19 3 3 80 3 8 3 3 4 3 0 3
40 No Travel_Frequently 1184 Sales 2 4 Medical 1 1212 2 Male 62 3 2 Sales Executive 2 Married 4327 25440 5 Y No 12 3 4 80 3 5 2 3 0 0 0 0
50 No Travel_Frequently 1421 Research & Development 2 3 Medical 1 1215 4 Female 30 3 4 Manager 1 Married 17856 9490 2 Y No 22 4 3 80 1 32 3 3 2 2 2 2
28 No Travel_Rarely 1179 Research & Development 19 4 Medical 1 1216 4 Male 78 2 1 Laboratory Technician 1 Married 3196 12449 1 Y No 12 3 3 80 3 6 2 3 6 5 3 3
46 No Travel_Rarely 1450 Research & Development 15 2 Life Sciences 1 1217 4 Male 52 3 5 Research Director 2 Married 19081 10849 5 Y No 11 3 1 80 1 25 2 3 4 2 0 3
35 No Travel_Rarely 1361 Sales 17 4 Life Sciences 1 1218 3 Male 94 3 2 Sales Executive 1 Married 8966 21026 3 Y Yes 15 3 4 80 3 15 2 3 7 7 1 7
24 Yes Travel_Rarely 984 Research & Development 17 2 Life Sciences 1 1219 4 Female 97 3 1 Laboratory Technician 2 Married 2210 3372 1 Y No 13 3 1 80 1 1 3 1 1 0 0 0
33 No Travel_Frequently 1146 Sales 25 3 Medical 1 1220 2 Female 82 3 2 Sales Executive 3 Married 4539 4905 1 Y No 12 3 1 80 1 10 3 2 10 7 0 1
36 No Travel_Rarely 917 Research & Development 6 4 Life Sciences 1 1221 3 Male 60 1 1 Laboratory Technician 3 Divorced 2741 6865 1 Y No 14 3 3 80 1 7 4 3 7 7 1 7
30 No Travel_Rarely 853 Research & Development 7 4 Life Sciences 1 1224 3 Male 49 3 2 Laboratory Technician 3 Divorced 3491 11309 1 Y No 13 3 1 80 3 10 4 2 10 7 8 9
44 No Travel_Rarely 200 Research & Development 29 4 Other 1 1225 4 Male 32 3 2 Research Scientist 4 Single 4541 7744 1 Y No 25 4 2 80 0 20 3 3 20 11 13 17
20 No Travel_Rarely 654 Sales 21 3 Marketing 1 1226 3 Male 43 4 1 Sales Representative 4 Single 2678 5050 1 Y No 17 3 4 80 0 2 2 3 2 1 2 2
46 No Travel_Rarely 150 Research & Development 2 4 Technical Degree 1 1228 4 Male 60 3 2 Manufacturing Director 4 Divorced 7379 17433 2 Y No 11 3 3 80 1 12 3 2 6 3 1 4
42 No Non-Travel 179 Human Resources 2 5 Medical 1 1231 4 Male 79 4 2 Human Resources 1 Married 6272 12858 7 Y No 16 3 1 80 1 10 3 4 4 3 0 3
60 No Travel_Rarely 696 Sales 7 4 Marketing 1 1233 2 Male 52 4 2 Sales Executive 4 Divorced 5220 10893 0 Y Yes 18 3 2 80 1 12 3 3 11 7 1 9
32 No Travel_Frequently 116 Research & Development 13 3 Other 1 1234 3 Female 77 2 1 Laboratory Technician 2 Married 2743 7331 1 Y No 20 4 3 80 1 2 2 3 2 2 2 2
32 No Travel_Frequently 1316 Research & Development 2 2 Life Sciences 1 1235 4 Female 38 3 2 Research Scientist 3 Single 4998 2338 4 Y Yes 14 3 4 80 0 10 2 3 8 7 0 7
36 No Travel_Rarely 363 Research & Development 1 3 Technical Degree 1 1237 3 Female 77 1 3 Manufacturing Director 1 Divorced 10252 4235 2 Y Yes 21 4 3 80 1 17 2 3 7 7 7 7
33 No Travel_Rarely 117 Research & Development 9 3 Medical 1 1238 1 Male 60 3 1 Research Scientist 4 Married 2781 6311 0 Y No 13 3 2 80 1 15 5 3 14 10 4 10
40 No Travel_Rarely 107 Sales 10 3 Technical Degree 1 1239 2 Female 84 2 2 Sales Executive 2 Divorced 6852 11591 7 Y No 12 3 2 80 1 7 2 4 5 1 1 3
25 No Travel_Rarely 1356 Sales 10 4 Life Sciences 1 1240 3 Male 57 3 2 Sales Executive 4 Single 4950 20623 0 Y No 14 3 2 80 0 5 4 3 4 3 1 1
30 No Travel_Rarely 1465 Research & Development 1 3 Medical 1 1241 4 Male 63 3 1 Research Scientist 2 Married 3579 9369 0 Y Yes 21 4 1 80 1 12 2 3 11 9 5 7
42 No Travel_Frequently 458 Research & Development 26 5 Medical 1 1242 1 Female 60 3 3 Research Director 1 Married 13191 23281 3 Y Yes 17 3 3 80 0 20 6 3 1 0 0 0
35 No Non-Travel 1212 Sales 8 2 Marketing 1 1243 3 Female 78 2 3 Sales Executive 4 Married 10377 13755 4 Y Yes 11 3 2 80 1 16 6 2 13 2 4 12
27 No Travel_Rarely 1103 Research & Development 14 3 Life Sciences 1 1244 1 Male 42 3 1 Research Scientist 1 Married 2235 14377 1 Y Yes 14 3 4 80 2 9 3 2 9 7 6 8
54 No Travel_Frequently 966 Research & Development 1 4 Life Sciences 1 1245 4 Female 53 3 3 Manufacturing Director 3 Divorced 10502 9659 7 Y No 17 3 1 80 1 33 2 1 5 4 1 4
44 No Travel_Rarely 1117 Research & Development 2 1 Life Sciences 1 1246 1 Female 72 4 1 Research Scientist 4 Married 2011 19982 1 Y No 13 3 4 80 1 10 5 3 10 5 7 7
19 Yes Non-Travel 504 Research & Development 10 3 Medical 1 1248 1 Female 96 2 1 Research Scientist 2 Single 1859 6148 1 Y Yes 25 4 2 80 0 1 2 4 1 1 0 0
29 No Travel_Rarely 1010 Research & Development 1 3 Life Sciences 1 1249 1 Female 97 3 1 Research Scientist 4 Divorced 3760 5598 1 Y No 15 3 1 80 3 3 5 3 3 2 1 2
54 No Travel_Rarely 685 Research & Development 3 3 Life Sciences 1 1250 4 Male 85 3 4 Research Director 4 Married 17779 23474 3 Y No 14 3 1 80 0 36 2 3 10 9 0 9
31 No Travel_Rarely 1332 Research & Development 11 2 Medical 1 1251 3 Male 80 3 2 Healthcare Representative 1 Married 6833 17089 1 Y Yes 12 3 4 80 0 6 2 2 6 5 0 1
31 No Travel_Rarely 1062 Research & Development 24 3 Medical 1 1252 3 Female 96 2 2 Healthcare Representative 1 Single 6812 17198 1 Y No 19 3 2 80 0 10 2 3 10 9 1 8
59 No Travel_Rarely 326 Sales 3 3 Life Sciences 1 1254 3 Female 48 2 2 Sales Executive 4 Single 5171 16490 5 Y No 17 3 4 80 0 13 2 3 6 1 0 5
43 No Travel_Rarely 920 Research & Development 3 3 Life Sciences 1 1255 3 Male 96 1 5 Research Director 4 Married 19740 18625 3 Y No 14 3 2 80 1 25 2 3 8 7 0 7
49 No Travel_Rarely 1098 Research & Development 4 2 Medical 1 1256 1 Male 85 2 5 Manager 3 Married 18711 12124 2 Y No 13 3 3 80 1 23 2 4 1 0 0 0
36 No Travel_Frequently 469 Research & Development 3 3 Technical Degree 1 1257 3 Male 46 3 1 Research Scientist 2 Married 3692 9256 1 Y No 12 3 3 80 0 12 2 2 11 10 0 7
48 No Travel_Rarely 969 Research & Development 2 2 Technical Degree 1 1258 4 Male 76 4 1 Laboratory Technician 2 Single 2559 16620 5 Y No 11 3 3 80 0 7 4 2 1 0 0 0
27 No Travel_Rarely 1167 Research & Development 4 2 Life Sciences 1 1259 1 Male 76 3 1 Research Scientist 3 Divorced 2517 3208 1 Y No 11 3 2 80 3 5 2 3 5 3 0 3
29 No Travel_Rarely 1329 Research & Development 7 3 Life Sciences 1 1260 3 Male 82 3 2 Healthcare Representative 4 Divorced 6623 4204 1 Y Yes 11 3 2 80 2 6 2 3 6 0 1 0
48 No Travel_Rarely 715 Research & Development 1 3 Life Sciences 1 1263 4 Male 76 2 5 Research Director 4 Single 18265 8733 6 Y No 12 3 3 80 0 25 3 4 1 0 0 0
29 No Travel_Rarely 694 Research & Development 1 3 Life Sciences 1 1264 4 Female 87 2 4 Research Director 4 Divorced 16124 3423 3 Y No 14 3 2 80 2 9 2 2 7 7 1 7
34 No Travel_Rarely 1320 Research & Development 20 3 Technical Degree 1 1265 3 Female 89 4 1 Research Scientist 3 Married 2585 21643 0 Y No 17 3 4 80 0 2 5 2 1 0 0 0
44 No Travel_Rarely 1099 Sales 5 3 Marketing 1 1267 2 Male 88 3 5 Manager 2 Married 18213 8751 7 Y No 11 3 3 80 1 26 5 3 22 9 3 10
33 No Travel_Rarely 536 Sales 10 5 Marketing 1 1268 4 Male 82 4 3 Sales Executive 3 Divorced 8380 21708 0 Y Yes 14 3 4 80 2 10 3 3 9 8 0 8
19 No Travel_Rarely 265 Research & Development 25 3 Life Sciences 1 1269 2 Female 57 4 1 Research Scientist 4 Single 2994 21221 1 Y Yes 12 3 4 80 0 1 2 3 1 0 0 1
23 No Travel_Rarely 373 Research & Development 1 2 Life Sciences 1 1270 4 Male 47 3 1 Research Scientist 3 Married 1223 16901 1 Y No 22 4 4 80 1 1 2 3 1 0 0 1
25 Yes Travel_Frequently 599 Sales 24 1 Life Sciences 1 1273 3 Male 73 1 1 Sales Representative 4 Single 1118 8040 1 Y Yes 14 3 4 80 0 1 4 3 1 0 1 0
26 No Travel_Rarely 583 Research & Development 4 2 Life Sciences 1 1275 3 Male 53 3 1 Research Scientist 4 Single 2875 9973 1 Y Yes 20 4 2 80 0 8 2 2 8 5 2 2
45 Yes Travel_Rarely 1449 Sales 2 3 Marketing 1 1277 1 Female 94 1 5 Manager 2 Single 18824 2493 2 Y Yes 16 3 1 80 0 26 2 3 24 10 1 11
55 No Non-Travel 177 Research & Development 8 1 Medical 1 1278 4 Male 37 2 4 Healthcare Representative 2 Divorced 13577 25592 1 Y Yes 15 3 4 80 1 34 3 3 33 9 15 0
21 Yes Travel_Frequently 251 Research & Development 10 2 Life Sciences 1 1279 1 Female 45 2 1 Laboratory Technician 3 Single 2625 25308 1 Y No 20 4 3 80 0 2 2 1 2 2 2 2
46 No Travel_Rarely 168 Sales 4 2 Marketing 1 1280 4 Female 33 2 5 Manager 2 Married 18789 9946 2 Y No 14 3 3 80 1 26 2 3 11 4 0 8
34 No Travel_Rarely 131 Sales 2 3 Marketing 1 1281 3 Female 86 3 2 Sales Executive 1 Single 4538 6039 0 Y Yes 12 3 4 80 0 4 3 3 3 2 0 2
51 No Travel_Frequently 237 Sales 9 3 Life Sciences 1 1282 4 Male 83 3 5 Manager 2 Divorced 19847 19196 4 Y Yes 24 4 1 80 1 31 5 2 29 10 11 10
59 No Travel_Rarely 1429 Research & Development 18 4 Medical 1 1283 4 Male 67 3 3 Manufacturing Director 4 Single 10512 20002 6 Y No 12 3 4 80 0 25 6 2 9 7 5 4
34 No Travel_Frequently 135 Research & Development 19 3 Medical 1 1285 3 Female 46 3 2 Laboratory Technician 2 Divorced 4444 22534 4 Y No 13 3 3 80 2 15 2 4 11 8 5 10
28 No Travel_Frequently 791 Research & Development 1 4 Medical 1 1286 4 Male 44 3 1 Laboratory Technician 3 Single 2154 6842 0 Y Yes 11 3 3 80 0 5 2 2 4 2 0 2
44 No Travel_Rarely 1199 Research & Development 4 2 Life Sciences 1 1288 3 Male 92 4 5 Manager 1 Divorced 19190 17477 1 Y No 14 3 4 80 2 26 4 2 25 9 14 13
34 No Travel_Frequently 648 Human Resources 11 3 Life Sciences 1 1289 3 Male 56 2 2 Human Resources 2 Married 4490 21833 4 Y No 11 3 4 80 2 14 5 4 10 9 1 8
35 No Travel_Rarely 735 Research & Development 6 1 Life Sciences 1 1291 3 Male 66 3 1 Research Scientist 3 Married 3506 6020 0 Y Yes 14 3 4 80 0 4 3 3 3 2 2 2
42 No Travel_Rarely 603 Research & Development 7 4 Medical 1 1292 2 Female 78 4 2 Research Scientist 2 Married 2372 5628 6 Y Yes 16 3 4 80 0 18 2 3 1 0 0 0
43 No Travel_Rarely 531 Sales 4 4 Marketing 1 1293 4 Female 56 2 3 Sales Executive 4 Single 10231 20364 3 Y No 14 3 4 80 0 23 3 4 21 7 15 17
36 No Travel_Rarely 429 Research & Development 2 4 Life Sciences 1 1294 3 Female 53 3 2 Manufacturing Director 2 Single 5410 2323 9 Y Yes 11 3 4 80 0 18 2 3 16 14 5 12
44 Yes Travel_Rarely 621 Research & Development 15 3 Medical 1 1295 1 Female 73 3 3 Healthcare Representative 4 Married 7978 14075 1 Y No 11 3 4 80 1 10 2 3 10 7 0 5
28 No Travel_Frequently 193 Research & Development 2 3 Life Sciences 1 1296 4 Male 52 2 1 Laboratory Technician 4 Married 3867 14222 1 Y Yes 12 3 2 80 1 2 2 3 2 2 2 2
51 No Travel_Frequently 968 Research & Development 6 2 Medical 1 1297 2 Female 40 2 1 Laboratory Technician 3 Single 2838 4257 0 Y No 14 3 2 80 0 8 6 2 7 0 7 7
30 No Non-Travel 879 Research & Development 9 2 Medical 1 1298 3 Female 72 3 2 Manufacturing Director 3 Single 4695 12858 7 Y Yes 18 3 3 80 0 10 3 3 8 4 1 7
29 Yes Travel_Rarely 806 Research & Development 7 3 Technical Degree 1 1299 2 Female 39 3 1 Laboratory Technician 3 Divorced 3339 17285 3 Y Yes 13 3 1 80 2 10 2 3 7 7 7 7
28 No Travel_Rarely 640 Research & Development 1 3 Technical Degree 1 1301 4 Male 84 3 1 Research Scientist 1 Single 2080 4732 2 Y No 11 3 2 80 0 5 2 2 3 2 1 2
25 No Travel_Rarely 266 Research & Development 1 3 Medical 1 1303 4 Female 40 3 1 Research Scientist 2 Single 2096 18830 1 Y No 18 3 4 80 0 2 3 2 2 2 2 1
32 No Travel_Rarely 604 Sales 8 3 Medical 1 1304 3 Male 56 4 2 Sales Executive 4 Married 6209 11693 1 Y No 15 3 3 80 2 10 4 4 10 7 0 8
45 No Travel_Frequently 364 Research & Development 25 3 Medical 1 1306 2 Female 83 3 5 Manager 2 Single 18061 13035 3 Y No 22 4 3 80 0 22 4 3 0 0 0 0
39 No Travel_Rarely 412 Research & Development 13 4 Medical 1 1307 3 Female 94 2 4 Manager 2 Divorced 17123 17334 6 Y Yes 13 3 4 80 2 21 4 3 19 9 15 2
58 No Travel_Rarely 848 Research & Development 23 4 Life Sciences 1 1308 1 Male 88 3 1 Research Scientist 3 Divorced 2372 26076 1 Y No 12 3 4 80 2 2 3 3 2 2 2 2
32 Yes Travel_Rarely 1089 Research & Development 7 2 Life Sciences 1 1309 4 Male 79 3 2 Laboratory Technician 3 Married 4883 22845 1 Y No 18 3 1 80 1 10 3 3 10 4 1 1
39 Yes Travel_Rarely 360 Research & Development 23 3 Medical 1 1310 3 Male 93 3 1 Research Scientist 1 Single 3904 22154 0 Y No 13 3 1 80 0 6 2 3 5 2 0 3
30 No Travel_Rarely 1138 Research & Development 6 3 Technical Degree 1 1311 1 Female 48 2 2 Laboratory Technician 4 Married 4627 23631 0 Y No 12 3 1 80 1 10 6 3 9 2 6 7
36 No Travel_Rarely 325 Research & Development 10 4 Technical Degree 1 1312 4 Female 63 3 3 Healthcare Representative 3 Married 7094 5747 3 Y No 12 3 1 80 0 10 0 3 7 7 1 7
46 No Travel_Rarely 991 Human Resources 1 2 Life Sciences 1 1314 4 Female 44 3 1 Human Resources 1 Single 3423 22957 6 Y No 12 3 3 80 0 10 3 4 7 6 5 7
28 No Non-Travel 1476 Research & Development 1 3 Life Sciences 1 1315 3 Female 55 1 2 Laboratory Technician 4 Married 6674 16392 0 Y No 11 3 1 80 3 10 6 3 9 8 7 5
50 No Travel_Rarely 1322 Research & Development 28 3 Life Sciences 1 1317 4 Female 43 3 4 Research Director 1 Married 16880 22422 4 Y Yes 11 3 2 80 0 25 2 3 3 2 1 2
40 Yes Travel_Rarely 299 Sales 25 4 Marketing 1 1318 4 Male 57 2 3 Sales Executive 2 Single 9094 17235 2 Y Yes 12 3 3 80 0 9 2 3 5 4 1 0
52 Yes Travel_Rarely 1030 Sales 5 3 Life Sciences 1 1319 2 Male 64 3 3 Sales Executive 2 Single 8446 21534 9 Y Yes 19 3 3 80 0 10 2 2 8 7 7 7
30 No Travel_Rarely 634 Research & Development 17 4 Medical 1 1321 2 Female 95 3 3 Manager 1 Married 11916 25927 1 Y Yes 23 4 4 80 2 9 2 3 9 1 0 8
39 No Travel_Rarely 524 Research & Development 18 2 Life Sciences 1 1322 1 Male 32 3 2 Manufacturing Director 3 Single 4534 13352 0 Y No 11 3 1 80 0 9 6 3 8 7 1 7
31 No Non-Travel 587 Sales 2 4 Life Sciences 1 1324 4 Female 57 3 3 Sales Executive 3 Divorced 9852 8935 1 Y Yes 19 3 1 80 1 10 5 2 10 8 9 6
41 No Non-Travel 256 Sales 10 2 Medical 1 1329 3 Male 40 1 2 Sales Executive 2 Single 6151 22074 1 Y No 13 3 1 80 0 19 4 3 19 2 11 9
31 Yes Travel_Frequently 1060 Sales 1 3 Life Sciences 1 1331 4 Female 54 3 1 Sales Representative 2 Single 2302 8319 1 Y Yes 11 3 1 80 0 3 2 4 3 2 2 2
44 Yes Travel_Rarely 935 Research & Development 3 3 Life Sciences 1 1333 1 Male 89 3 1 Laboratory Technician 1 Married 2362 14669 4 Y No 12 3 3 80 0 10 4 4 3 2 1 2
42 No Non-Travel 495 Research & Development 2 1 Life Sciences 1 1334 3 Male 37 3 4 Manager 3 Married 17861 26582 0 Y Yes 13 3 4 80 0 21 3 2 20 8 2 10
55 No Travel_Rarely 282 Research & Development 2 2 Medical 1 1336 4 Female 58 1 5 Manager 3 Married 19187 6992 4 Y No 14 3 4 80 1 23 5 3 19 9 9 11
56 No Travel_Rarely 206 Human Resources 8 4 Life Sciences 1 1338 4 Male 99 3 5 Manager 2 Single 19717 4022 6 Y No 14 3 1 80 0 36 4 3 7 3 7 7
40 No Non-Travel 458 Research & Development 16 2 Life Sciences 1 1340 3 Male 74 3 1 Research Scientist 3 Divorced 3544 8532 9 Y No 16 3 2 80 1 6 0 3 4 2 0 0
34 No Travel_Rarely 943 Research & Development 9 3 Life Sciences 1 1344 4 Male 86 3 3 Healthcare Representative 4 Divorced 8500 5494 0 Y No 11 3 4 80 1 10 0 2 9 7 1 6
40 No Travel_Rarely 523 Research & Development 2 3 Life Sciences 1 1346 3 Male 98 3 2 Research Scientist 4 Single 4661 22455 1 Y No 13 3 3 80 0 9 4 3 9 8 8 8
41 No Travel_Frequently 1018 Sales 1 3 Marketing 1 1349 3 Female 66 3 2 Sales Executive 1 Divorced 4103 4297 0 Y No 17 3 4 80 1 10 2 3 9 3 1 7
35 No Travel_Frequently 482 Research & Development 4 4 Life Sciences 1 1350 3 Male 87 3 2 Research Scientist 3 Single 4249 2690 1 Y Yes 11 3 2 80 0 9 3 3 9 6 1 1
51 No Travel_Rarely 770 Human Resources 5 3 Life Sciences 1 1352 3 Male 84 3 4 Manager 2 Divorced 14026 17588 1 Y Yes 11 3 2 80 1 33 2 3 33 9 0 10
38 No Travel_Rarely 1009 Sales 2 2 Life Sciences 1 1355 2 Female 31 3 2 Sales Executive 1 Divorced 6893 19461 3 Y No 15 3 4 80 1 11 3 3 7 7 1 7
34 No Travel_Rarely 507 Sales 15 2 Medical 1 1356 3 Female 66 3 2 Sales Executive 1 Single 6125 23553 1 Y No 12 3 4 80 0 10 6 4 10 8 9 6
25 No Travel_Rarely 882 Research & Development 19 1 Medical 1 1358 4 Male 67 3 1 Laboratory Technician 4 Married 3669 9075 3 Y No 11 3 3 80 3 7 6 2 3 2 1 2
58 Yes Travel_Rarely 601 Research & Development 7 4 Medical 1 1360 3 Female 53 2 3 Manufacturing Director 1 Married 10008 12023 7 Y Yes 14 3 4 80 0 31 0 2 10 9 5 9
40 No Travel_Rarely 329 Research & Development 1 4 Life Sciences 1 1361 2 Male 88 3 1 Laboratory Technician 2 Married 2387 6762 3 Y No 22 4 3 80 1 7 3 3 4 2 0 3
36 No Travel_Frequently 607 Sales 7 3 Marketing 1 1362 1 Female 83 4 2 Sales Executive 1 Married 4639 2261 2 Y No 16 3 4 80 1 17 2 2 15 7 6 13
48 No Travel_Rarely 855 Research & Development 4 3 Life Sciences 1 1363 4 Male 54 3 3 Manufacturing Director 4 Single 7898 18706 1 Y No 11 3 3 80 0 11 2 3 10 9 0 8
27 No Travel_Rarely 1291 Sales 11 3 Medical 1 1364 3 Female 98 4 1 Sales Representative 4 Married 2534 6527 8 Y No 14 3 2 80 1 5 4 3 1 0 0 0
51 No Travel_Rarely 1405 Research & Development 11 2 Technical Degree 1 1367 4 Female 82 2 4 Manufacturing Director 2 Single 13142 24439 3 Y No 16 3 2 80 0 29 1 2 5 2 0 3
18 No Non-Travel 1124 Research & Development 1 3 Life Sciences 1 1368 4 Female 97 3 1 Laboratory Technician 4 Single 1611 19305 1 Y No 15 3 3 80 0 0 5 4 0 0 0 0
35 No Travel_Rarely 817 Research & Development 1 3 Medical 1 1369 4 Female 60 2 2 Laboratory Technician 4 Married 5363 10846 0 Y No 12 3 2 80 1 10 0 3 9 7 0 0
27 No Travel_Frequently 793 Sales 2 1 Life Sciences 1 1371 4 Male 43 1 2 Sales Executive 4 Single 5071 20392 3 Y No 20 4 2 80 0 8 3 3 6 2 0 0
55 Yes Travel_Rarely 267 Sales 13 4 Marketing 1 1372 1 Male 85 4 4 Sales Executive 3 Single 13695 9277 6 Y Yes 17 3 3 80 0 24 2 2 19 7 3 8
56 No Travel_Rarely 1369 Research & Development 23 3 Life Sciences 1 1373 4 Male 68 3 4 Manufacturing Director 2 Married 13402 18235 4 Y Yes 12 3 1 80 1 33 0 3 19 16 15 9
34 No Non-Travel 999 Research & Development 26 1 Technical Degree 1 1374 1 Female 92 2 1 Research Scientist 3 Divorced 2029 15891 1 Y No 20 4 3 80 3 5 2 3 5 4 0 0
40 No Travel_Rarely 1202 Research & Development 2 1 Medical 1 1375 2 Female 89 4 2 Healthcare Representative 3 Divorced 6377 13888 5 Y No 20 4 2 80 3 15 0 3 12 11 11 8
34 No Travel_Rarely 285 Research & Development 29 3 Medical 1 1377 2 Male 86 3 2 Laboratory Technician 3 Married 5429 17491 4 Y No 13 3 1 80 2 10 1 3 8 7 7 7
31 Yes Travel_Frequently 703 Sales 2 3 Life Sciences 1 1379 3 Female 90 2 1 Sales Representative 4 Single 2785 11882 7 Y No 14 3 3 80 0 3 3 4 1 0 0 0
35 Yes Travel_Frequently 662 Sales 18 4 Marketing 1 1380 4 Female 67 3 2 Sales Executive 3 Married 4614 23288 0 Y Yes 18 3 3 80 1 5 0 2 4 2 3 2
38 No Travel_Frequently 693 Research & Development 7 3 Life Sciences 1 1382 4 Male 57 4 1 Research Scientist 3 Divorced 2610 15748 1 Y No 11 3 4 80 3 4 2 3 4 2 0 3
34 No Travel_Rarely 404 Research & Development 2 4 Technical Degree 1 1383 3 Female 98 3 2 Healthcare Representative 4 Single 6687 6163 1 Y No 11 3 4 80 0 14 2 4 14 11 4 11
28 No Travel_Rarely 736 Sales 26 3 Life Sciences 1 1387 3 Male 48 2 2 Sales Executive 1 Married 4724 24232 1 Y No 11 3 3 80 1 5 0 3 5 3 0 4
31 Yes Travel_Rarely 330 Research & Development 22 4 Medical 1 1389 4 Male 98 3 2 Manufacturing Director 3 Married 6179 21057 1 Y Yes 15 3 4 80 2 10 3 2 10 2 6 7
39 No Travel_Rarely 1498 Sales 21 4 Life Sciences 1 1390 1 Male 44 2 2 Sales Executive 4 Married 6120 3567 3 Y Yes 12 3 4 80 2 8 2 4 5 4 1 4
51 No Travel_Frequently 541 Sales 2 3 Marketing 1 1391 2 Male 52 3 3 Sales Executive 2 Married 10596 15395 2 Y No 11 3 2 80 0 14 5 3 4 2 3 2
41 No Travel_Frequently 1200 Research & Development 22 3 Life Sciences 1 1392 4 Female 75 3 2 Research Scientist 4 Divorced 5467 13953 3 Y Yes 14 3 1 80 2 12 4 2 6 2 3 3
37 No Travel_Rarely 1439 Research & Development 4 1 Life Sciences 1 1394 3 Male 54 3 1 Research Scientist 3 Married 2996 5182 7 Y Yes 15 3 4 80 0 8 2 3 6 4 1 3
33 No Travel_Frequently 1111 Sales 5 1 Life Sciences 1 1395 2 Male 61 3 2 Sales Executive 4 Married 9998 19293 6 Y No 13 3 1 80 0 8 2 4 5 4 1 2
32 No Travel_Rarely 499 Sales 2 1 Marketing 1 1396 3 Male 36 3 2 Sales Executive 2 Married 4078 20497 0 Y Yes 13 3 1 80 3 4 3 2 3 2 1 2
39 No Non-Travel 1485 Research & Development 25 2 Life Sciences 1 1397 3 Male 71 3 3 Healthcare Representative 3 Married 10920 3449 3 Y No 21 4 2 80 1 13 2 3 6 4 0 5
25 No Travel_Rarely 1372 Sales 18 1 Life Sciences 1 1399 1 Male 93 4 2 Sales Executive 3 Married 6232 12477 2 Y No 11 3 2 80 0 6 3 2 3 2 1 2
52 No Travel_Frequently 322 Research & Development 28 2 Medical 1 1401 4 Female 59 4 4 Manufacturing Director 3 Married 13247 9731 2 Y Yes 11 3 2 80 1 24 3 2 5 3 0 2
43 No Travel_Rarely 930 Research & Development 6 3 Medical 1 1402 1 Female 73 2 2 Research Scientist 3 Single 4081 20003 1 Y Yes 14 3 1 80 0 20 3 1 20 7 1 8
27 No Travel_Rarely 205 Sales 10 3 Marketing 1 1403 4 Female 98 2 2 Sales Executive 4 Married 5769 7100 1 Y Yes 11 3 4 80 0 6 3 3 6 2 4 4
27 Yes Travel_Rarely 135 Research & Development 17 4 Life Sciences 1 1405 4 Female 51 3 1 Research Scientist 3 Single 2394 25681 1 Y Yes 13 3 4 80 0 8 2 3 8 2 7 7
26 No Travel_Rarely 683 Research & Development 2 1 Medical 1 1407 1 Male 36 2 1 Research Scientist 4 Single 3904 4050 0 Y No 12 3 4 80 0 5 2 3 4 3 1 1
42 No Travel_Rarely 1147 Human Resources 10 3 Human Resources 1 1408 3 Female 31 3 4 Manager 1 Married 16799 16616 0 Y No 14 3 3 80 1 21 5 3 20 7 0 9
52 No Travel_Rarely 258 Research & Development 8 4 Other 1 1409 3 Female 54 3 1 Laboratory Technician 1 Married 2950 17363 9 Y No 13 3 3 80 0 12 2 1 5 4 0 4
37 No Travel_Rarely 1462 Research & Development 11 3 Medical 1 1411 1 Female 94 3 1 Laboratory Technician 3 Single 3629 19106 4 Y No 18 3 1 80 0 8 6 3 3 2 0 2
35 No Travel_Frequently 200 Research & Development 18 2 Life Sciences 1 1412 3 Male 60 3 3 Manufacturing Director 4 Single 9362 19944 2 Y No 11 3 3 80 0 10 2 3 2 2 2 2
25 No Travel_Rarely 949 Research & Development 1 3 Technical Degree 1 1415 1 Male 81 3 1 Laboratory Technician 4 Married 3229 4910 4 Y No 11 3 2 80 1 7 2 2 3 2 0 2
26 No Travel_Rarely 652 Research & Development 7 3 Other 1 1417 3 Male 100 4 1 Laboratory Technician 1 Single 3578 23577 0 Y No 12 3 4 80 0 8 2 3 7 7 0 7
29 No Travel_Rarely 332 Human Resources 17 3 Other 1 1419 2 Male 51 2 3 Human Resources 1 Single 7988 9769 1 Y No 13 3 1 80 0 10 3 2 10 9 0 9
49 Yes Travel_Frequently 1475 Research & Development 28 2 Life Sciences 1 1420 1 Male 97 2 2 Laboratory Technician 1 Single 4284 22710 3 Y No 20 4 1 80 0 20 2 3 4 3 1 3
29 Yes Travel_Frequently 337 Research & Development 14 1 Other 1 1421 3 Female 84 3 3 Healthcare Representative 4 Single 7553 22930 0 Y Yes 12 3 1 80 0 9 1 3 8 7 7 7
54 No Travel_Rarely 971 Research & Development 1 3 Medical 1 1422 4 Female 54 3 4 Research Director 4 Single 17328 5652 6 Y No 19 3 4 80 0 29 3 2 20 7 12 7
58 No Travel_Rarely 1055 Research & Development 1 3 Medical 1 1423 4 Female 76 3 5 Research Director 1 Married 19701 22456 3 Y Yes 21 4 3 80 1 32 3 3 9 8 1 5
55 No Travel_Rarely 1136 Research & Development 1 4 Medical 1 1424 2 Male 81 4 4 Research Director 4 Divorced 14732 12414 2 Y No 13 3 4 80 2 31 4 4 7 7 0 0
36 No Travel_Rarely 1174 Sales 3 4 Marketing 1 1425 1 Female 99 3 2 Sales Executive 2 Single 9278 20763 3 Y Yes 16 3 4 80 0 15 3 3 5 4 0 1
31 Yes Travel_Frequently 667 Sales 1 4 Life Sciences 1 1427 2 Female 50 1 1 Sales Representative 3 Single 1359 16154 1 Y No 12 3 2 80 0 1 3 3 1 0 0 0
30 No Travel_Rarely 855 Sales 7 4 Marketing 1 1428 4 Female 73 3 2 Sales Executive 1 Divorced 4779 12761 7 Y No 14 3 2 80 2 8 3 3 3 2 0 2
31 No Travel_Rarely 182 Research & Development 8 5 Life Sciences 1 1430 1 Female 93 3 4 Research Director 2 Single 16422 8847 3 Y No 11 3 3 80 0 9 3 4 3 2 1 0
34 No Travel_Frequently 560 Research & Development 1 4 Other 1 1431 4 Male 91 3 1 Research Scientist 1 Divorced 2996 20284 5 Y No 14 3 3 80 2 10 2 3 4 3 1 3
31 Yes Travel_Rarely 202 Research & Development 8 3 Life Sciences 1 1433 1 Female 34 2 1 Research Scientist 2 Single 1261 22262 1 Y No 12 3 3 80 0 1 3 4 1 0 0 0
27 No Travel_Rarely 1377 Research & Development 11 1 Life Sciences 1 1434 2 Male 91 3 1 Laboratory Technician 1 Married 2099 7679 0 Y No 14 3 2 80 0 6 3 4 5 0 1 4
36 No Travel_Rarely 172 Research & Development 4 4 Life Sciences 1 1435 1 Male 37 2 2 Laboratory Technician 4 Single 5810 22604 1 Y No 16 3 3 80 0 10 2 2 10 4 1 8
36 No Travel_Rarely 329 Sales 16 4 Marketing 1 1436 3 Female 98 2 2 Sales Executive 1 Married 5647 13494 4 Y No 13 3 1 80 2 11 3 2 3 2 0 2
47 No Travel_Rarely 465 Research & Development 1 3 Technical Degree 1 1438 1 Male 74 3 1 Research Scientist 4 Married 3420 10205 7 Y No 12 3 3 80 1 17 2 2 6 5 1 2
25 Yes Travel_Rarely 383 Sales 9 2 Life Sciences 1 1439 1 Male 68 2 1 Sales Representative 1 Married 4400 15182 3 Y No 12 3 1 80 0 6 2 3 3 2 2 2
37 No Non-Travel 1413 Research & Development 5 2 Technical Degree 1 1440 3 Male 84 4 1 Laboratory Technician 3 Single 3500 25470 0 Y No 14 3 1 80 0 7 2 1 6 5 1 3
56 No Travel_Rarely 1255 Research & Development 1 2 Life Sciences 1 1441 1 Female 90 3 1 Research Scientist 1 Married 2066 10494 2 Y No 22 4 4 80 1 5 3 4 3 2 1 0
47 No Travel_Rarely 359 Research & Development 2 4 Medical 1 1443 1 Female 82 3 4 Research Director 3 Married 17169 26703 3 Y No 19 3 2 80 2 26 2 4 20 17 5 6
24 No Travel_Rarely 1476 Sales 4 1 Medical 1 1445 4 Female 42 3 2 Sales Executive 3 Married 4162 15211 1 Y Yes 12 3 3 80 2 5 3 3 5 4 0 3
32 No Travel_Rarely 601 Sales 7 5 Marketing 1 1446 4 Male 97 3 2 Sales Executive 4 Married 9204 23343 4 Y No 12 3 3 80 1 7 3 2 4 3 0 3
34 No Travel_Rarely 401 Research & Development 1 3 Life Sciences 1 1447 4 Female 86 2 1 Laboratory Technician 2 Married 3294 3708 5 Y No 17 3 1 80 1 7 2 2 5 4 0 2
41 No Travel_Rarely 1283 Research & Development 5 5 Medical 1 1448 2 Male 90 4 1 Research Scientist 3 Married 2127 5561 2 Y Yes 12 3 1 80 0 7 5 2 4 2 0 3
40 No Non-Travel 663 Research & Development 9 4 Other 1 1449 3 Male 81 3 2 Laboratory Technician 3 Divorced 3975 23099 3 Y No 11 3 3 80 2 11 2 4 8 7 0 7
31 No Travel_Rarely 326 Sales 8 2 Life Sciences 1 1453 1 Male 31 3 3 Sales Executive 4 Divorced 10793 8386 1 Y No 18 3 1 80 1 13 5 3 13 7 9 9
46 Yes Travel_Rarely 377 Sales 9 3 Marketing 1 1457 1 Male 52 3 3 Sales Executive 4 Divorced 10096 15986 4 Y No 11 3 1 80 1 28 1 4 7 7 4 3
39 Yes Non-Travel 592 Research & Development 2 3 Life Sciences 1 1458 1 Female 54 2 1 Laboratory Technician 1 Single 3646 17181 2 Y Yes 23 4 2 80 0 11 2 4 1 0 0 0
31 Yes Travel_Frequently 1445 Research & Development 1 5 Life Sciences 1 1459 3 Female 100 4 3 Manufacturing Director 2 Single 7446 8931 1 Y No 11 3 1 80 0 10 2 3 10 8 4 7
45 No Travel_Rarely 1038 Research & Development 20 3 Medical 1 1460 2 Male 95 1 3 Healthcare Representative 1 Divorced 10851 19863 2 Y Yes 18 3 2 80 1 24 2 3 7 7 0 7
31 No Travel_Rarely 1398 Human Resources 8 2 Medical 1 1461 4 Female 96 4 1 Human Resources 2 Single 2109 24609 9 Y No 18 3 4 80 0 8 3 3 3 2 0 2
31 Yes Travel_Frequently 523 Research & Development 2 3 Life Sciences 1 1464 2 Male 94 3 1 Laboratory Technician 4 Married 3722 21081 6 Y Yes 13 3 3 80 1 7 2 1 2 2 2 2
45 No Travel_Rarely 1448 Research & Development 29 3 Technical Degree 1 1465 2 Male 55 3 3 Manufacturing Director 4 Married 9380 14720 4 Y Yes 18 3 4 80 2 10 4 4 3 1 1 2
48 No Travel_Rarely 1221 Sales 7 3 Marketing 1 1466 3 Male 96 3 2 Sales Executive 1 Divorced 5486 24795 4 Y No 11 3 1 80 3 15 3 3 2 2 2 2
34 Yes Travel_Rarely 1107 Human Resources 9 4 Technical Degree 1 1467 1 Female 52 3 1 Human Resources 3 Married 2742 3072 1 Y No 15 3 4 80 0 2 0 3 2 2 2 2
40 No Non-Travel 218 Research & Development 8 1 Medical 1 1468 4 Male 55 2 3 Research Director 2 Divorced 13757 25178 2 Y No 11 3 3 80 1 16 5 3 9 8 4 8
28 No Travel_Rarely 866 Sales 5 3 Medical 1 1469 4 Male 84 3 2 Sales Executive 1 Single 8463 23490 0 Y No 18 3 4 80 0 6 4 3 5 4 1 3
44 No Non-Travel 981 Research & Development 5 3 Life Sciences 1 1471 3 Male 90 2 1 Laboratory Technician 3 Single 3162 7973 3 Y No 14 3 4 80 0 7 5 3 5 2 0 3
53 No Travel_Rarely 447 Research & Development 2 3 Medical 1 1472 4 Male 39 4 4 Research Director 2 Single 16598 19764 4 Y No 12 3 2 80 0 35 2 2 9 8 8 8
49 No Travel_Rarely 1495 Research & Development 5 4 Technical Degree 1 1473 1 Male 96 3 2 Healthcare Representative 3 Married 6651 21534 2 Y No 14 3 2 80 1 20 0 2 3 2 1 2
40 No Travel_Rarely 896 Research & Development 2 3 Medical 1 1474 3 Male 68 3 1 Research Scientist 3 Divorced 2345 8045 2 Y No 14 3 3 80 1 8 3 4 3 1 1 2
44 No Travel_Rarely 1467 Research & Development 20 3 Life Sciences 1 1475 4 Male 49 3 1 Research Scientist 2 Single 3420 21158 1 Y No 13 3 3 80 0 6 3 2 5 2 1 3
33 No Travel_Frequently 430 Sales 7 3 Medical 1 1477 4 Male 54 3 2 Sales Executive 1 Married 4373 17456 0 Y No 14 3 1 80 2 5 2 3 4 3 0 3
34 No Travel_Rarely 1326 Sales 3 3 Other 1 1478 4 Male 81 1 2 Sales Executive 1 Single 4759 15891 3 Y No 18 3 4 80 0 15 2 3 13 9 3 12
30 No Travel_Rarely 1358 Sales 16 1 Life Sciences 1 1479 4 Male 96 3 2 Sales Executive 3 Married 5301 2939 8 Y No 15 3 3 80 2 4 2 2 2 1 2 2
42 No Travel_Frequently 748 Research & Development 9 2 Medical 1 1480 1 Female 74 3 1 Laboratory Technician 4 Single 3673 16458 1 Y No 13 3 3 80 0 12 3 3 12 9 5 8
44 No Travel_Frequently 383 Sales 1 5 Marketing 1 1481 1 Female 79 3 2 Sales Executive 3 Married 4768 9282 7 Y No 12 3 3 80 1 11 4 2 1 0 0 0
30 No Non-Travel 990 Research & Development 7 3 Technical Degree 1 1482 3 Male 64 3 1 Research Scientist 3 Divorced 1274 7152 1 Y No 13 3 2 80 2 1 2 2 1 0 0 0
57 No Travel_Rarely 405 Research & Development 1 2 Life Sciences 1 1483 2 Male 93 4 2 Research Scientist 3 Married 4900 2721 0 Y No 24 4 1 80 1 13 2 2 12 9 2 8
49 No Travel_Rarely 1490 Research & Development 7 4 Life Sciences 1 1484 3 Male 35 3 3 Healthcare Representative 2 Divorced 10466 20948 3 Y No 14 3 2 80 2 29 3 3 8 7 0 7
34 No Travel_Frequently 829 Research & Development 15 3 Medical 1 1485 2 Male 71 3 4 Research Director 1 Divorced 17007 11929 7 Y No 14 3 4 80 2 16 3 2 14 8 6 9
28 Yes Travel_Frequently 1496 Sales 1 3 Technical Degree 1 1486 1 Male 92 3 1 Sales Representative 3 Married 2909 15747 3 Y No 15 3 4 80 1 5 3 4 3 2 1 2
29 Yes Travel_Frequently 115 Sales 13 3 Technical Degree 1 1487 1 Female 51 3 2 Sales Executive 2 Single 5765 17485 5 Y No 11 3 1 80 0 7 4 1 5 3 0 0
34 Yes Travel_Rarely 790 Sales 24 4 Medical 1 1489 1 Female 40 2 2 Sales Executive 2 Single 4599 7815 0 Y Yes 23 4 3 80 0 16 2 4 15 9 10 10
35 No Travel_Rarely 660 Sales 7 1 Life Sciences 1 1492 4 Male 76 3 1 Sales Representative 3 Married 2404 16192 1 Y No 13 3 1 80 1 1 3 3 1 0 0 0
24 Yes Travel_Frequently 381 Research & Development 9 3 Medical 1 1494 2 Male 89 3 1 Laboratory Technician 1 Single 3172 16998 2 Y Yes 11 3 3 80 0 4 2 2 0 0 0 0
24 No Non-Travel 830 Sales 13 2 Life Sciences 1 1495 4 Female 78 3 1 Sales Representative 2 Married 2033 7103 1 Y No 13 3 3 80 1 1 2 3 1 0 0 0
44 No Travel_Frequently 1193 Research & Development 2 1 Medical 1 1496 2 Male 86 3 3 Manufacturing Director 3 Single 10209 19719 5 Y Yes 18 3 2 80 0 16 2 2 2 2 2 2
29 No Travel_Rarely 1246 Sales 19 3 Life Sciences 1 1497 3 Male 77 2 2 Sales Executive 3 Divorced 8620 23757 1 Y No 14 3 3 80 2 10 3 3 10 7 0 4
30 No Travel_Rarely 330 Human Resources 1 3 Life Sciences 1 1499 3 Male 46 3 1 Human Resources 3 Divorced 2064 15428 0 Y No 21 4 1 80 1 6 3 4 5 3 1 3
55 No Travel_Rarely 1229 Research & Development 4 4 Life Sciences 1 1501 4 Male 30 3 2 Healthcare Representative 3 Married 4035 16143 0 Y Yes 16 3 2 80 0 4 2 3 3 2 1 2
33 No Travel_Rarely 1099 Research & Development 4 4 Medical 1 1502 1 Female 82 2 1 Laboratory Technician 2 Married 3838 8192 8 Y No 11 3 4 80 0 8 5 3 5 4 0 2
47 No Travel_Rarely 571 Sales 14 3 Medical 1 1503 3 Female 78 3 2 Sales Executive 3 Married 4591 24200 3 Y Yes 17 3 3 80 1 11 4 2 5 4 1 2
28 Yes Travel_Frequently 289 Research & Development 2 2 Medical 1 1504 3 Male 38 2 1 Laboratory Technician 1 Single 2561 5355 7 Y No 11 3 3 80 0 8 2 2 0 0 0 0
28 No Travel_Rarely 1423 Research & Development 1 3 Life Sciences 1 1506 1 Male 72 2 1 Research Scientist 3 Divorced 1563 12530 1 Y No 14 3 4 80 1 1 2 1 1 0 0 0
28 No Travel_Frequently 467 Sales 7 3 Life Sciences 1 1507 3 Male 55 3 2 Sales Executive 1 Single 4898 11827 0 Y No 14 3 4 80 0 5 5 3 4 2 1 3
49 No Travel_Rarely 271 Research & Development 3 2 Medical 1 1509 3 Female 43 2 2 Laboratory Technician 1 Married 4789 23070 4 Y No 25 4 1 80 1 10 3 3 3 2 1 2
29 No Travel_Frequently 410 Research & Development 2 1 Life Sciences 1 1513 4 Female 97 3 1 Laboratory Technician 2 Married 3180 4668 0 Y No 13 3 3 80 3 4 3 3 3 2 0 2
28 No Travel_Rarely 1083 Research & Development 29 1 Life Sciences 1 1514 3 Male 96 1 2 Manufacturing Director 2 Married 6549 3173 1 Y No 14 3 2 80 2 8 2 2 8 6 1 7
33 No Travel_Rarely 516 Research & Development 8 5 Life Sciences 1 1515 4 Male 69 3 2 Healthcare Representative 3 Single 6388 22049 2 Y Yes 17 3 1 80 0 14 6 3 0 0 0 0
32 No Travel_Rarely 495 Research & Development 10 3 Medical 1 1516 3 Male 64 3 3 Manager 4 Single 11244 21072 2 Y No 25 4 2 80 0 10 5 4 5 2 0 0
54 No Travel_Frequently 1050 Research & Development 11 4 Medical 1 1520 2 Female 87 3 4 Manager 4 Divorced 16032 24456 3 Y No 20 4 1 80 1 26 2 3 14 9 1 12
29 Yes Travel_Rarely 224 Research & Development 1 4 Technical Degree 1 1522 1 Male 100 2 1 Research Scientist 1 Single 2362 7568 6 Y No 13 3 3 80 0 11 2 1 9 7 0 7
44 No Travel_Rarely 136 Research & Development 28 3 Life Sciences 1 1523 4 Male 32 3 4 Research Director 1 Married 16328 22074 3 Y No 13 3 3 80 1 24 1 4 20 6 14 17
39 No Travel_Rarely 1089 Research & Development 6 3 Life Sciences 1 1525 2 Female 32 3 3 Manufacturing Director 2 Single 8376 9150 4 Y No 18 3 4 80 0 9 3 3 2 0 2 2
46 No Travel_Rarely 228 Sales 3 3 Life Sciences 1 1527 3 Female 51 3 4 Manager 2 Married 16606 11380 8 Y No 12 3 4 80 1 23 2 4 13 12 5 1
35 No Travel_Rarely 1029 Research & Development 16 3 Life Sciences 1 1529 4 Female 91 2 3 Healthcare Representative 2 Single 8606 21195 1 Y No 19 3 4 80 0 11 3 1 11 8 3 3
23 No Travel_Rarely 507 Research & Development 20 1 Life Sciences 1 1533 1 Male 97 3 2 Laboratory Technician 3 Single 2272 24812 0 Y No 14 3 2 80 0 5 2 3 4 3 1 2
40 Yes Travel_Rarely 676 Research & Development 9 4 Life Sciences 1 1534 4 Male 86 3 1 Laboratory Technician 1 Single 2018 21831 3 Y No 14 3 2 80 0 15 3 1 5 4 1 0
34 No Travel_Rarely 971 Sales 1 3 Technical Degree 1 1535 4 Male 64 2 3 Sales Executive 3 Married 7083 12288 1 Y Yes 14 3 4 80 0 10 3 3 10 9 8 6
31 Yes Travel_Frequently 561 Research & Development 3 3 Life Sciences 1 1537 4 Female 33 3 1 Research Scientist 3 Single 4084 4156 1 Y No 12 3 1 80 0 7 2 1 7 2 7 7
50 No Travel_Frequently 333 Research & Development 22 5 Medical 1 1539 3 Male 88 1 4 Research Director 4 Single 14411 24450 1 Y Yes 13 3 4 80 0 32 2 3 32 6 13 9
34 No Travel_Rarely 1440 Sales 7 2 Technical Degree 1 1541 2 Male 55 3 1 Sales Representative 3 Married 2308 4944 0 Y Yes 25 4 2 80 1 12 4 3 11 10 5 7
42 No Travel_Rarely 1210 Research & Development 2 3 Medical 1 1542 3 Male 68 2 1 Laboratory Technician 2 Married 4841 24052 4 Y No 14 3 2 80 1 4 3 3 1 0 0 0
37 No Travel_Rarely 674 Research & Development 13 3 Medical 1 1543 1 Male 47 3 2 Research Scientist 4 Married 4285 3031 1 Y No 17 3 1 80 0 10 2 3 10 8 3 7
29 No Travel_Rarely 441 Research & Development 8 1 Other 1 1544 3 Female 39 1 2 Healthcare Representative 1 Married 9715 7288 3 Y No 13 3 3 80 1 9 3 3 7 7 0 7
33 No Travel_Rarely 575 Research & Development 25 3 Life Sciences 1 1545 4 Male 44 2 2 Manufacturing Director 2 Single 4320 24152 1 Y No 13 3 4 80 0 5 2 3 5 3 0 2
45 No Travel_Rarely 950 Research & Development 28 3 Technical Degree 1 1546 4 Male 97 3 1 Research Scientist 4 Married 2132 4585 4 Y No 20 4 4 80 1 8 3 3 5 4 0 3
42 No Travel_Frequently 288 Research & Development 2 3 Life Sciences 1 1547 4 Male 40 3 3 Healthcare Representative 4 Married 10124 18611 2 Y Yes 14 3 3 80 1 24 3 1 20 8 13 9
40 No Travel_Rarely 1342 Sales 9 2 Medical 1 1548 1 Male 47 3 2 Sales Executive 1 Married 5473 19345 0 Y No 12 3 4 80 0 9 5 4 8 4 7 1
33 No Travel_Rarely 589 Research & Development 28 4 Life Sciences 1 1549 2 Male 79 3 2 Laboratory Technician 3 Married 5207 22949 1 Y Yes 12 3 2 80 1 15 3 3 15 14 5 7
40 No Travel_Rarely 898 Human Resources 6 2 Medical 1 1550 3 Male 38 3 4 Manager 4 Single 16437 17381 1 Y Yes 21 4 4 80 0 21 2 3 21 7 7 7
24 No Travel_Rarely 350 Research & Development 21 2 Technical Degree 1 1551 3 Male 57 2 1 Laboratory Technician 1 Divorced 2296 10036 0 Y No 14 3 2 80 3 2 3 3 1 1 0 0
40 No Non-Travel 1142 Research & Development 8 2 Life Sciences 1 1552 4 Male 72 3 2 Healthcare Representative 4 Divorced 4069 8841 3 Y Yes 18 3 3 80 0 8 2 3 2 2 2 2
45 No Travel_Rarely 538 Research & Development 1 4 Technical Degree 1 1553 1 Male 66 3 3 Healthcare Representative 2 Divorced 7441 20933 1 Y No 12 3 1 80 3 10 4 3 10 8 7 7
35 No Travel_Rarely 1402 Sales 28 4 Life Sciences 1 1554 2 Female 98 2 1 Sales Representative 3 Married 2430 26204 0 Y No 23 4 1 80 2 6 5 3 5 3 4 2
32 No Travel_Rarely 824 Research & Development 5 2 Life Sciences 1 1555 4 Female 67 2 2 Research Scientist 2 Married 5878 15624 3 Y No 12 3 1 80 1 12 2 3 7 1 2 5
36 No Travel_Rarely 1157 Sales 2 4 Life Sciences 1 1556 3 Male 70 3 1 Sales Representative 4 Single 2644 17001 3 Y Yes 21 4 4 80 0 7 3 2 3 2 1 2
48 No Travel_Rarely 492 Sales 16 4 Life Sciences 1 1557 3 Female 96 3 2 Sales Executive 3 Divorced 6439 13693 8 Y No 14 3 3 80 1 18 2 3 8 7 7 7
29 No Travel_Rarely 598 Research & Development 9 3 Life Sciences 1 1558 3 Male 91 4 1 Research Scientist 3 Married 2451 22376 6 Y No 18 3 1 80 2 5 2 2 1 0 0 0
33 No Travel_Rarely 1242 Sales 8 4 Life Sciences 1 1560 1 Male 46 3 2 Sales Executive 1 Married 6392 10589 2 Y No 13 3 4 80 1 8 6 1 2 2 2 2
30 Yes Travel_Rarely 740 Sales 1 3 Life Sciences 1 1562 2 Male 64 2 2 Sales Executive 1 Married 9714 5323 1 Y No 11 3 4 80 1 10 4 3 10 8 6 7
38 No Travel_Frequently 888 Human Resources 10 4 Human Resources 1 1563 3 Male 71 3 2 Human Resources 3 Married 6077 14814 3 Y No 11 3 3 80 0 10 2 3 6 3 1 2
35 No Travel_Rarely 992 Research & Development 1 3 Medical 1 1564 4 Male 68 2 1 Laboratory Technician 1 Single 2450 21731 1 Y No 19 3 2 80 0 3 3 3 3 0 1 2
30 No Travel_Rarely 1288 Sales 29 4 Technical Degree 1 1568 3 Male 33 3 3 Sales Executive 2 Married 9250 17799 3 Y No 12 3 2 80 1 9 3 3 4 2 1 3
35 Yes Travel_Rarely 104 Research & Development 2 3 Life Sciences 1 1569 1 Female 69 3 1 Laboratory Technician 1 Divorced 2074 26619 1 Y Yes 12 3 4 80 1 1 2 3 1 0 0 0
53 Yes Travel_Rarely 607 Research & Development 2 5 Technical Degree 1 1572 3 Female 78 2 3 Manufacturing Director 4 Married 10169 14618 0 Y No 16 3 2 80 1 34 4 3 33 7 1 9
38 Yes Travel_Rarely 903 Research & Development 2 3 Medical 1 1573 3 Male 81 3 2 Manufacturing Director 2 Married 4855 7653 4 Y No 11 3 1 80 2 7 2 3 5 2 1 4
32 No Non-Travel 1200 Research & Development 1 4 Technical Degree 1 1574 4 Male 62 3 2 Research Scientist 1 Married 4087 25174 4 Y No 14 3 2 80 1 9 3 2 6 5 1 2
48 No Travel_Rarely 1108 Research & Development 15 4 Other 1 1576 3 Female 65 3 1 Research Scientist 1 Married 2367 16530 8 Y No 12 3 4 80 1 10 3 2 8 2 7 6
34 No Travel_Rarely 479 Research & Development 7 4 Medical 1 1577 1 Male 35 3 1 Research Scientist 4 Single 2972 22061 1 Y No 13 3 3 80 0 1 4 1 1 0 0 0
55 No Travel_Rarely 685 Sales 26 5 Marketing 1 1578 3 Male 60 2 5 Manager 4 Married 19586 23037 1 Y No 21 4 3 80 1 36 3 3 36 6 2 13
34 No Travel_Rarely 1351 Research & Development 1 4 Life Sciences 1 1580 2 Male 45 3 2 Research Scientist 4 Married 5484 13008 9 Y No 17 3 2 80 1 9 3 2 2 2 2 1
26 No Travel_Rarely 474 Research & Development 3 3 Life Sciences 1 1581 1 Female 89 3 1 Research Scientist 4 Married 2061 11133 1 Y No 21 4 1 80 0 1 5 3 1 0 0 0
38 No Travel_Rarely 1245 Sales 14 3 Life Sciences 1 1582 3 Male 80 3 2 Sales Executive 2 Married 9924 12355 0 Y No 11 3 4 80 1 10 3 3 9 8 7 7
38 No Travel_Rarely 437 Sales 16 3 Life Sciences 1 1583 2 Female 90 3 2 Sales Executive 2 Single 4198 16379 2 Y No 12 3 2 80 0 8 5 4 3 2 1 2
36 No Travel_Rarely 884 Sales 1 4 Life Sciences 1 1585 2 Female 73 3 2 Sales Executive 3 Single 6815 21447 6 Y No 13 3 1 80 0 15 5 3 1 0 0 0
29 No Travel_Rarely 1370 Research & Development 3 1 Medical 1 1586 2 Male 87 3 1 Laboratory Technician 1 Single 4723 16213 1 Y Yes 18 3 4 80 0 10 3 3 10 9 1 5
35 No Travel_Rarely 670 Research & Development 10 4 Medical 1 1587 1 Female 51 3 2 Healthcare Representative 3 Single 6142 4223 3 Y Yes 16 3 3 80 0 10 4 3 5 2 0 4
39 No Travel_Rarely 1462 Sales 6 3 Medical 1 1588 4 Male 38 4 3 Sales Executive 3 Married 8237 4658 2 Y No 11 3 1 80 1 11 3 3 7 6 7 6
29 No Travel_Frequently 995 Research & Development 2 1 Life Sciences 1 1590 1 Male 87 3 2 Healthcare Representative 4 Divorced 8853 24483 1 Y No 19 3 4 80 1 6 0 4 6 4 1 3
50 No Travel_Rarely 264 Sales 9 3 Marketing 1 1591 3 Male 59 3 5 Manager 3 Married 19331 19519 4 Y Yes 16 3 3 80 1 27 2 3 1 0 0 0
23 No Travel_Rarely 977 Research & Development 10 3 Technical Degree 1 1592 4 Male 45 4 1 Research Scientist 3 Married 2073 12826 2 Y No 16 3 4 80 1 4 2 3 2 2 2 2
36 No Travel_Frequently 1302 Research & Development 6 4 Life Sciences 1 1594 1 Male 80 4 2 Laboratory Technician 1 Married 5562 19711 3 Y Yes 13 3 4 80 1 9 3 3 3 2 0 2
42 No Travel_Rarely 1059 Research & Development 9 2 Other 1 1595 4 Male 93 2 5 Manager 4 Single 19613 26362 8 Y No 22 4 4 80 0 24 2 3 1 0 0 1
35 No Travel_Rarely 750 Research & Development 28 3 Life Sciences 1 1596 2 Male 46 4 2 Laboratory Technician 3 Married 3407 25348 1 Y No 17 3 4 80 2 10 3 2 10 9 6 8
34 No Travel_Frequently 653 Research & Development 10 4 Technical Degree 1 1597 4 Male 92 2 2 Healthcare Representative 3 Married 5063 15332 1 Y No 14 3 2 80 1 8 3 2 8 2 7 7
40 No Travel_Rarely 118 Sales 14 2 Life Sciences 1 1598 4 Female 84 3 2 Sales Executive 1 Married 4639 11262 1 Y No 15 3 3 80 1 5 2 3 5 4 1 2
43 No Travel_Rarely 990 Research & Development 27 3 Technical Degree 1 1599 4 Male 87 4 1 Laboratory Technician 2 Divorced 4876 5855 5 Y No 12 3 3 80 1 8 0 3 6 4 0 2
35 No Travel_Rarely 1349 Research & Development 7 2 Life Sciences 1 1601 3 Male 63 2 1 Laboratory Technician 4 Married 2690 7713 1 Y No 18 3 4 80 1 1 5 2 1 0 0 1
46 No Travel_Rarely 563 Sales 1 4 Life Sciences 1 1602 4 Male 56 4 4 Manager 1 Single 17567 3156 1 Y No 15 3 2 80 0 27 5 1 26 0 0 12
28 Yes Travel_Rarely 329 Research & Development 24 3 Medical 1 1604 3 Male 51 3 1 Laboratory Technician 2 Married 2408 7324 1 Y Yes 17 3 3 80 3 1 3 3 1 1 0 0
22 No Non-Travel 457 Research & Development 26 2 Other 1 1605 2 Female 85 2 1 Research Scientist 3 Married 2814 10293 1 Y Yes 14 3 2 80 0 4 2 2 4 2 1 3
50 No Travel_Frequently 1234 Research & Development 20 5 Medical 1 1606 2 Male 41 3 4 Healthcare Representative 3 Married 11245 20689 2 Y Yes 15 3 3 80 1 32 3 3 30 8 12 13
32 No Travel_Rarely 634 Research & Development 5 4 Other 1 1607 2 Female 35 4 1 Research Scientist 4 Married 3312 18783 3 Y No 17 3 4 80 2 6 3 3 3 2 0 2
44 No Travel_Rarely 1313 Research & Development 7 3 Medical 1 1608 2 Female 31 3 5 Research Director 4 Divorced 19049 3549 0 Y Yes 14 3 4 80 1 23 4 2 22 7 1 10
30 No Travel_Rarely 241 Research & Development 7 3 Medical 1 1609 2 Male 48 2 1 Research Scientist 2 Married 2141 5348 1 Y No 12 3 2 80 1 6 3 2 6 4 1 1
45 No Travel_Rarely 1015 Research & Development 5 5 Medical 1 1611 3 Female 50 1 2 Laboratory Technician 1 Single 5769 23447 1 Y Yes 14 3 1 80 0 10 3 3 10 7 1 4
45 No Non-Travel 336 Sales 26 3 Marketing 1 1612 1 Male 52 2 2 Sales Executive 1 Married 4385 24162 1 Y No 15 3 1 80 1 10 2 3 10 7 4 5
31 No Travel_Frequently 715 Sales 2 4 Other 1 1613 4 Male 54 3 2 Sales Executive 1 Single 5332 21602 7 Y No 13 3 4 80 0 10 3 3 5 2 0 3
36 No Travel_Rarely 559 Research & Development 12 4 Life Sciences 1 1614 3 Female 76 3 2 Manufacturing Director 3 Married 4663 12421 9 Y Yes 12 3 2 80 2 7 2 3 3 2 1 1
34 No Travel_Frequently 426 Research & Development 10 4 Life Sciences 1 1615 3 Male 42 4 2 Manufacturing Director 4 Divorced 4724 17000 1 Y No 13 3 1 80 1 9 3 3 9 7 7 2
49 No Travel_Rarely 722 Research & Development 25 4 Life Sciences 1 1617 3 Female 84 3 1 Laboratory Technician 1 Married 3211 22102 1 Y No 14 3 4 80 1 10 3 2 9 6 1 4
39 No Travel_Rarely 1387 Research & Development 10 5 Medical 1 1618 2 Male 76 3 2 Manufacturing Director 1 Married 5377 3835 2 Y No 13 3 4 80 3 10 3 3 7 7 7 7
27 No Travel_Rarely 1302 Research & Development 19 3 Other 1 1619 4 Male 67 2 1 Laboratory Technician 1 Divorced 4066 16290 1 Y No 11 3 1 80 2 7 3 3 7 7 0 7
35 No Travel_Rarely 819 Research & Development 18 5 Life Sciences 1 1621 2 Male 48 4 2 Research Scientist 1 Married 5208 26312 1 Y No 11 3 4 80 0 16 2 3 16 15 1 10
28 No Travel_Rarely 580 Research & Development 27 3 Medical 1 1622 2 Female 39 1 2 Manufacturing Director 1 Divorced 4877 20460 0 Y No 21 4 2 80 1 6 5 2 5 3 0 0
21 No Travel_Rarely 546 Research & Development 5 1 Medical 1 1623 3 Male 97 3 1 Research Scientist 4 Single 3117 26009 1 Y No 18 3 3 80 0 3 2 3 2 2 2 2
18 Yes Travel_Frequently 544 Sales 3 2 Medical 1 1624 2 Female 70 3 1 Sales Representative 4 Single 1569 18420 1 Y Yes 12 3 3 80 0 0 2 4 0 0 0 0
47 No Travel_Rarely 1176 Human Resources 26 4 Life Sciences 1 1625 4 Female 98 3 5 Manager 3 Married 19658 5220 3 Y No 11 3 3 80 1 27 2 3 5 2 1 0
39 No Travel_Rarely 170 Research & Development 3 2 Medical 1 1627 3 Male 76 2 2 Laboratory Technician 3 Divorced 3069 10302 0 Y No 15 3 4 80 1 11 3 3 10 8 0 7
40 No Travel_Rarely 884 Research & Development 15 3 Life Sciences 1 1628 1 Female 80 2 3 Manufacturing Director 3 Married 10435 25800 1 Y No 13 3 4 80 2 18 2 3 18 15 14 12
35 No Non-Travel 208 Research & Development 8 4 Life Sciences 1 1630 3 Female 52 3 2 Healthcare Representative 3 Married 4148 12250 1 Y No 12 3 4 80 1 15 5 3 14 11 2 9
37 No Travel_Rarely 671 Research & Development 19 3 Life Sciences 1 1631 3 Male 85 3 2 Manufacturing Director 3 Married 5768 26493 3 Y No 17 3 1 80 3 9 2 2 4 3 0 2
39 No Travel_Frequently 711 Research & Development 4 3 Medical 1 1633 1 Female 81 3 2 Manufacturing Director 3 Single 5042 3140 0 Y No 13 3 4 80 0 10 2 1 9 2 3 8
45 No Travel_Rarely 1329 Research & Development 2 2 Other 1 1635 4 Female 59 2 2 Manufacturing Director 4 Divorced 5770 5388 1 Y No 19 3 1 80 2 10 3 3 10 7 3 9
38 No Travel_Rarely 397 Research & Development 2 2 Medical 1 1638 4 Female 54 2 3 Manufacturing Director 3 Married 7756 14199 3 Y Yes 19 3 4 80 1 10 6 4 5 4 0 2
35 Yes Travel_Rarely 737 Sales 10 3 Medical 1 1639 4 Male 55 2 3 Sales Executive 1 Married 10306 21530 9 Y No 17 3 3 80 0 15 3 3 13 12 6 0
37 No Travel_Rarely 1470 Research & Development 10 3 Medical 1 1640 2 Female 71 3 1 Research Scientist 2 Married 3936 9953 1 Y No 11 3 1 80 1 8 2 1 8 4 7 7
40 No Travel_Rarely 448 Research & Development 16 3 Life Sciences 1 1641 3 Female 84 3 3 Manufacturing Director 4 Single 7945 19948 6 Y Yes 15 3 4 80 0 18 2 2 4 2 3 3
44 No Travel_Frequently 602 Human Resources 1 5 Human Resources 1 1642 1 Male 37 3 2 Human Resources 4 Married 5743 10503 4 Y Yes 11 3 3 80 0 14 3 3 10 7 0 2
48 No Travel_Frequently 365 Research & Development 4 5 Medical 1 1644 3 Male 89 2 4 Manager 4 Married 15202 5602 2 Y No 25 4 2 80 1 23 3 3 2 2 2 2
35 Yes Travel_Rarely 763 Sales 15 2 Medical 1 1645 1 Male 59 1 2 Sales Executive 4 Divorced 5440 22098 6 Y Yes 14 3 4 80 2 7 2 2 2 2 2 2
24 No Travel_Frequently 567 Research & Development 2 1 Technical Degree 1 1646 1 Female 32 3 1 Research Scientist 4 Single 3760 17218 1 Y Yes 13 3 3 80 0 6 2 3 6 3 1 3
27 No Travel_Rarely 486 Research & Development 8 3 Medical 1 1647 2 Female 86 4 1 Research Scientist 3 Married 3517 22490 7 Y No 17 3 1 80 0 5 0 3 3 2 0 2
27 No Travel_Frequently 591 Research & Development 2 3 Medical 1 1648 4 Male 87 3 1 Research Scientist 4 Single 2580 6297 2 Y No 13 3 3 80 0 6 0 2 4 2 1 2
40 Yes Travel_Rarely 1329 Research & Development 7 3 Life Sciences 1 1649 1 Male 73 3 1 Laboratory Technician 1 Single 2166 3339 3 Y Yes 14 3 2 80 0 10 3 1 4 2 0 3
29 No Travel_Rarely 469 Sales 10 3 Medical 1 1650 3 Male 42 2 2 Sales Executive 3 Single 5869 23413 9 Y No 11 3 3 80 0 8 2 3 5 2 1 4
36 No Travel_Rarely 711 Research & Development 5 4 Life Sciences 1 1651 2 Female 42 3 3 Healthcare Representative 1 Married 8008 22792 4 Y No 12 3 3 80 2 9 6 3 3 2 0 2
25 No Travel_Frequently 772 Research & Development 2 1 Life Sciences 1 1653 4 Male 77 4 2 Manufacturing Director 3 Divorced 5206 4973 1 Y No 17 3 3 80 2 7 6 3 7 7 0 7
39 No Travel_Rarely 492 Research & Development 12 3 Medical 1 1654 4 Male 66 3 2 Manufacturing Director 2 Married 5295 7693 4 Y No 21 4 3 80 0 7 3 3 5 4 1 0
49 No Travel_Rarely 301 Research & Development 22 4 Other 1 1655 1 Female 72 3 4 Research Director 2 Married 16413 3498 3 Y No 16 3 2 80 2 27 2 3 4 2 1 2
50 No Travel_Rarely 813 Research & Development 17 5 Life Sciences 1 1656 4 Female 50 2 3 Research Director 1 Divorced 13269 21981 5 Y No 15 3 3 80 3 19 3 3 14 11 1 11
20 No Travel_Rarely 1141 Sales 2 3 Medical 1 1657 3 Female 31 3 1 Sales Representative 3 Single 2783 13251 1 Y No 19 3 1 80 0 2 3 3 2 2 2 2
34 No Travel_Rarely 1130 Research & Development 3 3 Life Sciences 1 1658 4 Female 66 3 2 Research Scientist 2 Divorced 5433 19332 1 Y No 12 3 3 80 1 11 2 3 11 8 7 9
36 No Travel_Rarely 311 Research & Development 7 3 Life Sciences 1 1659 1 Male 77 3 1 Laboratory Technician 2 Single 2013 10950 2 Y No 11 3 3 80 0 15 4 3 4 3 1 3
49 No Travel_Rarely 465 Research & Development 6 1 Life Sciences 1 1661 3 Female 41 2 4 Healthcare Representative 3 Married 13966 11652 2 Y Yes 19 3 2 80 1 30 3 3 15 11 2 12
36 No Non-Travel 894 Research & Development 1 4 Medical 1 1662 4 Female 33 2 2 Manufacturing Director 3 Married 4374 15411 0 Y No 15 3 3 80 0 4 6 3 3 2 1 2
36 No Travel_Rarely 1040 Research & Development 3 2 Life Sciences 1 1664 4 Male 79 4 2 Healthcare Representative 1 Divorced 6842 26308 6 Y No 20 4 1 80 1 13 3 3 5 4 0 4
54 No Travel_Rarely 584 Research & Development 22 5 Medical 1 1665 2 Female 91 3 4 Manager 3 Married 17426 18685 3 Y No 25 4 3 80 1 36 6 3 10 8 4 7
43 No Travel_Rarely 1291 Research & Development 15 2 Life Sciences 1 1666 3 Male 65 2 4 Research Director 3 Married 17603 3525 1 Y No 24 4 1 80 1 14 3 3 14 10 6 11
35 Yes Travel_Frequently 880 Sales 12 4 Other 1 1667 4 Male 36 3 2 Sales Executive 4 Single 4581 10414 3 Y Yes 24 4 1 80 0 13 2 4 11 9 6 7
38 No Travel_Frequently 1189 Research & Development 1 3 Life Sciences 1 1668 4 Male 90 3 2 Research Scientist 4 Married 4735 9867 7 Y No 15 3 4 80 2 19 4 4 13 11 2 9
29 No Travel_Rarely 991 Sales 5 3 Medical 1 1669 1 Male 43 2 2 Sales Executive 2 Divorced 4187 3356 1 Y Yes 13 3 2 80 1 10 3 2 10 0 0 9
33 No Travel_Rarely 392 Sales 2 4 Medical 1 1670 4 Male 93 3 2 Sales Executive 4 Divorced 5505 3921 1 Y No 14 3 3 80 2 6 5 3 6 2 0 4
32 No Travel_Rarely 977 Research & Development 2 3 Medical 1 1671 4 Male 45 3 2 Research Scientist 2 Divorced 5470 25518 0 Y No 13 3 3 80 2 10 4 2 9 5 1 6
31 No Travel_Rarely 1112 Sales 5 4 Life Sciences 1 1673 1 Female 67 3 2 Sales Executive 4 Married 5476 22589 1 Y No 11 3 1 80 2 10 2 3 10 0 0 2
49 No Travel_Rarely 464 Research & Development 16 3 Medical 1 1674 4 Female 74 3 1 Laboratory Technician 1 Divorced 2587 24941 4 Y Yes 16 3 2 80 1 17 2 2 2 2 2 2
38 No Travel_Frequently 148 Research & Development 2 3 Medical 1 1675 4 Female 42 2 1 Laboratory Technician 2 Single 2440 23826 1 Y No 22 4 2 80 0 4 3 3 4 3 3 3
47 No Travel_Rarely 1225 Sales 2 4 Life Sciences 1 1676 2 Female 47 4 4 Manager 2 Divorced 15972 21086 6 Y No 14 3 3 80 3 29 2 3 3 2 1 2
49 No Travel_Rarely 809 Research & Development 1 3 Life Sciences 1 1677 3 Male 36 3 4 Manager 3 Single 15379 22384 4 Y No 14 3 1 80 0 23 2 3 8 7 0 0
41 No Travel_Rarely 1206 Sales 23 2 Life Sciences 1 1678 4 Male 80 3 3 Sales Executive 3 Single 7082 11591 3 Y Yes 16 3 4 80 0 21 2 3 2 0 0 2
20 No Travel_Rarely 727 Sales 9 1 Life Sciences 1 1680 4 Male 54 3 1 Sales Representative 1 Single 2728 21082 1 Y No 11 3 1 80 0 2 3 3 2 2 0 2
33 No Non-Travel 530 Sales 16 3 Life Sciences 1 1681 3 Female 36 3 2 Sales Executive 4 Divorced 5368 16130 1 Y Yes 25 4 3 80 1 7 2 3 6 5 1 2
36 No Travel_Rarely 1351 Research & Development 26 4 Life Sciences 1 1682 1 Male 80 3 2 Healthcare Representative 3 Married 5347 7419 6 Y No 14 3 2 80 2 10 2 2 3 2 0 2
44 No Travel_Rarely 528 Human Resources 1 3 Life Sciences 1 1683 3 Female 44 3 1 Human Resources 4 Divorced 3195 4167 4 Y Yes 18 3 1 80 3 8 2 3 2 2 2 2
23 Yes Travel_Rarely 1320 Research & Development 8 1 Medical 1 1684 4 Male 93 2 1 Laboratory Technician 3 Single 3989 20586 1 Y Yes 11 3 1 80 0 5 2 3 5 4 1 2
38 No Travel_Rarely 1495 Research & Development 4 2 Medical 1 1687 4 Female 87 3 1 Laboratory Technician 3 Married 3306 26176 7 Y No 19 3 4 80 1 7 5 2 0 0 0 0
53 No Travel_Rarely 1395 Research & Development 24 4 Medical 1 1689 2 Male 48 4 3 Healthcare Representative 4 Married 7005 3458 3 Y No 15 3 3 80 0 11 2 3 4 3 1 2
48 Yes Travel_Frequently 708 Sales 7 2 Medical 1 1691 4 Female 95 3 1 Sales Representative 3 Married 2655 11740 2 Y Yes 11 3 3 80 2 19 3 3 9 7 7 7
32 Yes Travel_Rarely 1259 Research & Development 2 4 Life Sciences 1 1692 4 Male 95 3 1 Laboratory Technician 2 Single 1393 24852 1 Y No 12 3 1 80 0 1 2 3 1 0 0 0
26 No Non-Travel 786 Research & Development 7 3 Medical 1 1693 4 Male 76 3 1 Laboratory Technician 4 Single 2570 11925 1 Y No 20 4 3 80 0 7 5 3 7 7 5 7
55 No Travel_Rarely 1441 Research & Development 22 3 Technical Degree 1 1694 1 Male 94 2 1 Research Scientist 2 Divorced 3537 23737 5 Y No 12 3 4 80 1 8 1 3 4 2 1 2
34 No Travel_Rarely 1157 Research & Development 5 2 Medical 1 1696 2 Male 57 2 2 Laboratory Technician 4 Married 3986 11912 1 Y No 14 3 3 80 1 15 3 4 15 10 4 13
60 No Travel_Rarely 370 Research & Development 1 4 Medical 1 1697 3 Male 92 1 3 Healthcare Representative 4 Divorced 10883 20467 3 Y No 20 4 3 80 1 19 2 4 1 0 0 0
33 No Travel_Rarely 267 Research & Development 21 3 Medical 1 1698 2 Male 79 4 1 Laboratory Technician 2 Married 2028 13637 1 Y No 18 3 4 80 3 14 6 3 14 11 2 13
37 No Travel_Frequently 1278 Sales 1 4 Medical 1 1700 3 Male 31 1 2 Sales Executive 4 Divorced 9525 7677 1 Y No 14 3 3 80 2 6 2 2 6 3 1 3
34 No Travel_Rarely 678 Research & Development 19 3 Life Sciences 1 1701 2 Female 35 2 1 Research Scientist 4 Married 2929 20338 1 Y No 12 3 2 80 0 10 3 3 10 9 8 7
23 Yes Travel_Rarely 427 Sales 7 3 Life Sciences 1 1702 3 Male 99 3 1 Sales Representative 4 Divorced 2275 25103 1 Y Yes 21 4 2 80 1 3 2 3 3 2 0 2
44 No Travel_Rarely 921 Research & Development 2 3 Life Sciences 1 1703 3 Female 96 4 3 Healthcare Representative 4 Married 7879 14810 1 Y Yes 19 3 2 80 1 9 2 3 8 7 6 7
35 No Travel_Frequently 146 Research & Development 2 4 Medical 1 1704 1 Male 79 2 1 Research Scientist 4 Single 4930 13970 0 Y Yes 14 3 3 80 0 6 2 4 5 4 1 4
43 No Travel_Rarely 1179 Sales 2 3 Medical 1 1706 4 Male 73 3 2 Sales Executive 4 Married 7847 6069 1 Y Yes 17 3 1 80 1 10 3 3 10 9 8 8
24 No Travel_Rarely 581 Research & Development 9 3 Medical 1 1707 3 Male 62 4 1 Research Scientist 3 Married 4401 17616 1 Y No 16 3 4 80 1 5 1 3 5 3 0 4
41 No Travel_Rarely 918 Sales 6 3 Marketing 1 1708 4 Male 35 3 3 Sales Executive 3 Single 9241 15869 1 Y No 12 3 2 80 0 10 3 3 10 8 8 7
29 No Travel_Rarely 1082 Research & Development 9 4 Medical 1 1709 4 Female 43 3 1 Laboratory Technician 3 Married 2974 25412 9 Y No 17 3 3 80 1 9 2 3 5 3 1 2
36 No Travel_Rarely 530 Sales 2 4 Life Sciences 1 1710 3 Female 51 3 2 Sales Representative 4 Single 4502 7439 3 Y No 15 3 3 80 0 17 2 2 13 7 6 7
45 No Non-Travel 1238 Research & Development 1 1 Life Sciences 1 1712 3 Male 74 2 3 Healthcare Representative 3 Married 10748 3395 3 Y No 23 4 4 80 1 25 3 2 23 15 14 4
24 Yes Travel_Rarely 240 Human Resources 22 1 Human Resources 1 1714 4 Male 58 1 1 Human Resources 3 Married 1555 11585 1 Y No 11 3 3 80 1 1 2 3 1 0 0 0
47 Yes Travel_Frequently 1093 Sales 9 3 Life Sciences 1 1716 3 Male 82 1 4 Sales Executive 3 Married 12936 24164 7 Y No 11 3 3 80 0 25 3 1 23 5 14 10
26 No Travel_Rarely 390 Research & Development 17 4 Medical 1 1718 4 Male 62 1 1 Laboratory Technician 3 Married 2305 6217 1 Y No 15 3 3 80 3 3 3 4 3 2 0 2
45 No Travel_Rarely 1005 Research & Development 28 2 Technical Degree 1 1719 4 Female 48 2 4 Research Director 2 Single 16704 17119 1 Y No 11 3 3 80 0 21 2 3 21 6 8 6
32 No Travel_Frequently 585 Research & Development 10 3 Life Sciences 1 1720 1 Male 56 3 1 Research Scientist 3 Married 3433 17360 6 Y No 13 3 1 80 1 10 3 2 5 2 1 3
31 No Travel_Rarely 741 Research & Development 2 4 Life Sciences 1 1721 2 Male 69 3 1 Laboratory Technician 3 Married 3477 18103 1 Y No 14 3 4 80 1 6 2 4 5 2 0 3
41 No Non-Travel 552 Human Resources 4 3 Human Resources 1 1722 3 Male 60 1 2 Human Resources 2 Married 6430 20794 6 Y No 19 3 2 80 1 10 4 3 3 2 1 2
40 No Travel_Rarely 369 Research & Development 8 2 Life Sciences 1 1724 2 Female 92 3 2 Manufacturing Director 1 Married 6516 5041 2 Y Yes 16 3 2 80 1 18 3 3 1 0 0 0
24 No Travel_Rarely 506 Research & Development 29 1 Medical 1 1725 2 Male 91 3 1 Laboratory Technician 1 Divorced 3907 3622 1 Y No 13 3 2 80 3 6 2 4 6 2 1 2
46 No Travel_Rarely 717 Research & Development 13 4 Life Sciences 1 1727 3 Male 34 3 2 Healthcare Representative 2 Single 5562 9697 6 Y No 14 3 4 80 0 19 3 3 10 7 0 9
35 No Travel_Rarely 1370 Research & Development 27 4 Life Sciences 1 1728 4 Male 49 3 2 Manufacturing Director 3 Married 6883 5151 2 Y No 16 3 2 80 1 17 3 3 7 7 0 7
30 No Travel_Rarely 793 Research & Development 16 1 Life Sciences 1 1729 2 Male 33 3 1 Research Scientist 4 Married 2862 3811 1 Y No 12 3 2 80 1 10 2 2 10 0 0 8
47 No Non-Travel 543 Sales 2 4 Marketing 1 1731 3 Male 87 3 2 Sales Executive 2 Married 4978 3536 7 Y No 11 3 4 80 1 4 3 1 1 0 0 0
46 No Travel_Rarely 1277 Sales 2 3 Life Sciences 1 1732 3 Male 74 3 3 Sales Executive 4 Divorced 10368 5596 4 Y Yes 12 3 2 80 1 13 5 2 10 6 0 3
36 Yes Travel_Rarely 1456 Sales 13 5 Marketing 1 1733 2 Male 96 2 2 Sales Executive 1 Divorced 6134 8658 5 Y Yes 13 3 2 80 3 16 3 3 2 2 2 2
32 Yes Travel_Rarely 964 Sales 1 2 Life Sciences 1 1734 1 Male 34 1 2 Sales Executive 2 Single 6735 12147 6 Y No 15 3 2 80 0 10 2 3 0 0 0 0
23 No Travel_Rarely 160 Research & Development 4 1 Medical 1 1735 3 Female 51 3 1 Laboratory Technician 2 Single 3295 12862 1 Y No 13 3 3 80 0 3 3 1 3 2 1 2
31 No Travel_Frequently 163 Research & Development 24 1 Technical Degree 1 1736 4 Female 30 3 2 Manufacturing Director 4 Single 5238 6670 2 Y No 20 4 4 80 0 9 3 2 5 4 1 4
39 No Non-Travel 792 Research & Development 1 3 Life Sciences 1 1737 4 Male 77 3 2 Laboratory Technician 4 Married 6472 8989 1 Y Yes 15 3 4 80 1 9 2 3 9 8 5 8
32 No Travel_Rarely 371 Sales 19 3 Life Sciences 1 1739 4 Male 80 1 3 Sales Executive 3 Married 9610 3840 3 Y No 13 3 3 80 1 10 2 1 4 3 0 2
40 No Travel_Rarely 611 Sales 7 4 Medical 1 1740 2 Male 88 3 5 Manager 2 Single 19833 4349 1 Y No 14 3 2 80 0 21 3 2 21 8 12 8
45 No Travel_Rarely 176 Human Resources 4 3 Life Sciences 1 1744 3 Female 56 1 3 Human Resources 3 Married 9756 6595 4 Y No 21 4 3 80 2 9 2 4 5 0 0 3
30 No Travel_Frequently 1312 Research & Development 2 4 Technical Degree 1 1745 4 Female 78 2 1 Research Scientist 1 Single 4968 26427 0 Y No 16 3 4 80 0 10 2 3 9 7 0 7
24 No Travel_Frequently 897 Human Resources 10 3 Medical 1 1746 1 Male 59 3 1 Human Resources 4 Married 2145 2097 0 Y No 14 3 4 80 1 3 2 3 2 2 2 1
30 Yes Travel_Frequently 600 Human Resources 8 3 Human Resources 1 1747 3 Female 66 2 1 Human Resources 4 Divorced 2180 9732 6 Y No 11 3 3 80 1 6 0 2 4 2 1 2
31 No Travel_Rarely 1003 Sales 5 3 Technical Degree 1 1749 1 Male 51 3 2 Sales Executive 3 Married 8346 20943 1 Y No 19 3 3 80 1 6 3 3 5 2 0 2
27 No Travel_Rarely 1054 Research & Development 8 3 Medical 1 1751 3 Female 67 3 1 Research Scientist 4 Single 3445 6152 1 Y No 11 3 3 80 0 6 5 2 6 2 1 4
29 Yes Travel_Rarely 428 Sales 9 3 Marketing 1 1752 2 Female 52 1 1 Sales Representative 2 Single 2760 14630 1 Y No 13 3 3 80 0 2 3 3 2 2 2 2
29 No Travel_Frequently 461 Research & Development 1 3 Life Sciences 1 1753 4 Male 70 4 2 Healthcare Representative 3 Single 6294 23060 8 Y Yes 12 3 4 80 0 10 5 4 3 2 0 2
30 No Travel_Rarely 979 Sales 15 2 Marketing 1 1754 3 Male 94 2 3 Sales Executive 1 Divorced 7140 3088 2 Y No 11 3 1 80 1 12 2 3 7 7 1 7
34 No Travel_Rarely 181 Research & Development 2 4 Medical 1 1755 4 Male 97 4 1 Research Scientist 4 Married 2932 5586 0 Y Yes 14 3 1 80 3 6 3 3 5 0 1 2
33 No Non-Travel 1283 Sales 2 3 Marketing 1 1756 4 Female 62 3 2 Sales Executive 2 Single 5147 10697 8 Y No 15 3 4 80 0 13 2 2 11 7 1 7
49 No Travel_Rarely 1313 Sales 11 4 Marketing 1 1757 4 Female 80 3 2 Sales Executive 4 Single 4507 8191 3 Y No 12 3 3 80 0 8 1 4 5 1 0 4
33 Yes Travel_Rarely 211 Sales 16 3 Life Sciences 1 1758 1 Female 74 3 3 Sales Executive 1 Single 8564 10092 2 Y Yes 20 4 3 80 0 11 2 2 0 0 0 0
38 No Travel_Frequently 594 Research & Development 2 2 Medical 1 1760 3 Female 75 2 1 Laboratory Technician 2 Married 2468 15963 4 Y No 14 3 2 80 1 9 4 2 6 1 0 5
31 Yes Travel_Rarely 1079 Sales 16 4 Marketing 1 1761 1 Male 70 3 3 Sales Executive 3 Married 8161 19002 2 Y No 13 3 1 80 3 10 2 3 1 0 0 0
29 No Travel_Rarely 590 Research & Development 4 3 Technical Degree 1 1762 4 Female 91 2 1 Research Scientist 1 Divorced 2109 10007 1 Y No 13 3 3 80 1 1 2 3 1 0 0 0
30 No Travel_Rarely 305 Research & Development 16 3 Life Sciences 1 1763 3 Male 58 4 2 Healthcare Representative 3 Married 5294 9128 3 Y No 16 3 3 80 1 10 3 3 7 0 1 7
32 No Non-Travel 953 Research & Development 5 4 Technical Degree 1 1764 2 Male 65 3 1 Research Scientist 2 Single 2718 17674 2 Y No 14 3 2 80 0 12 3 3 7 7 0 7
38 No Travel_Rarely 833 Research & Development 18 3 Medical 1 1766 2 Male 60 1 2 Healthcare Representative 4 Married 5811 24539 3 Y Yes 16 3 3 80 1 15 2 3 1 0 1 0
43 Yes Travel_Frequently 807 Research & Development 17 3 Technical Degree 1 1767 3 Male 38 2 1 Research Scientist 3 Married 2437 15587 9 Y Yes 16 3 4 80 1 6 4 3 1 0 0 0
42 No Travel_Rarely 855 Research & Development 12 3 Medical 1 1768 2 Male 57 3 1 Laboratory Technician 2 Divorced 2766 8952 8 Y No 22 4 2 80 3 7 6 2 5 3 0 4
55 No Travel_Rarely 478 Research & Development 2 3 Medical 1 1770 3 Male 60 2 5 Research Director 1 Married 19038 19805 8 Y No 12 3 2 80 3 34 2 3 1 0 0 0
33 No Non-Travel 775 Research & Development 4 3 Technical Degree 1 1771 4 Male 90 3 2 Research Scientist 2 Divorced 3055 6194 5 Y No 15 3 4 80 2 11 2 2 9 8 1 7
41 No Travel_Rarely 548 Research & Development 9 4 Life Sciences 1 1772 3 Male 94 3 1 Laboratory Technician 1 Divorced 2289 20520 1 Y No 20 4 2 80 2 5 2 3 5 3 0 4
34 No Non-Travel 1375 Sales 10 3 Life Sciences 1 1774 4 Male 87 3 2 Sales Executive 3 Divorced 4001 12313 1 Y Yes 14 3 3 80 1 15 3 3 15 14 0 7
53 No Non-Travel 661 Research & Development 1 4 Medical 1 1775 1 Female 60 2 4 Manufacturing Director 3 Married 12965 22308 4 Y Yes 20 4 4 80 3 27 2 2 3 2 0 2
43 No Travel_Rarely 244 Human Resources 2 3 Life Sciences 1 1778 2 Male 97 3 1 Human Resources 4 Single 3539 5033 0 Y No 13 3 2 80 0 10 5 3 9 7 1 8
34 No Travel_Rarely 511 Sales 3 2 Life Sciences 1 1779 4 Female 32 1 2 Sales Executive 4 Single 6029 25353 5 Y No 12 3 1 80 0 6 3 3 2 2 2 2
21 Yes Travel_Rarely 337 Sales 7 1 Marketing 1 1780 2 Male 31 3 1 Sales Representative 2 Single 2679 4567 1 Y No 13 3 2 80 0 1 3 3 1 0 1 0
38 No Travel_Rarely 1153 Research & Development 6 2 Other 1 1782 4 Female 40 2 1 Laboratory Technician 3 Married 3702 16376 1 Y No 11 3 2 80 1 5 3 3 5 4 0 4
22 Yes Travel_Rarely 1294 Research & Development 8 1 Medical 1 1783 3 Female 79 3 1 Laboratory Technician 1 Married 2398 15999 1 Y Yes 17 3 3 80 0 1 6 3 1 0 0 0
31 No Travel_Rarely 196 Sales 29 4 Marketing 1 1784 1 Female 91 2 2 Sales Executive 4 Married 5468 13402 1 Y No 14 3 1 80 2 13 3 3 12 7 5 7
51 No Travel_Rarely 942 Research & Development 3 3 Technical Degree 1 1786 1 Female 53 3 3 Manager 3 Married 13116 22984 2 Y No 11 3 4 80 0 15 2 3 2 2 2 2
37 No Travel_Rarely 589 Sales 9 2 Marketing 1 1787 2 Male 46 2 2 Sales Executive 2 Married 4189 8800 1 Y No 14 3 1 80 2 5 2 3 5 2 0 3
46 No Travel_Rarely 734 Research & Development 2 4 Medical 1 1789 3 Male 46 3 5 Research Director 4 Divorced 19328 14218 7 Y Yes 17 3 3 80 1 24 3 3 2 1 2 2
36 No Travel_Rarely 1383 Research & Development 10 3 Life Sciences 1 1790 4 Male 90 3 3 Healthcare Representative 1 Married 8321 25949 7 Y Yes 13 3 4 80 1 15 1 3 12 8 5 7
44 Yes Travel_Frequently 429 Research & Development 1 2 Medical 1 1792 3 Male 99 3 1 Research Scientist 2 Divorced 2342 11092 1 Y Yes 12 3 3 80 3 6 2 2 5 3 2 3
37 No Travel_Rarely 1239 Human Resources 8 2 Other 1 1794 3 Male 89 3 2 Human Resources 2 Divorced 4071 12832 2 Y No 13 3 3 80 0 19 4 2 10 0 4 7
35 Yes Travel_Rarely 303 Sales 27 3 Life Sciences 1 1797 3 Male 84 3 2 Sales Executive 4 Single 5813 13492 1 Y Yes 18 3 4 80 0 10 2 3 10 7 7 7
33 No Travel_Rarely 867 Research & Development 8 4 Life Sciences 1 1798 4 Male 90 4 1 Research Scientist 1 Married 3143 6076 6 Y No 19 3 2 80 1 14 1 3 10 8 7 6
28 No Travel_Rarely 1181 Research & Development 1 3 Life Sciences 1 1799 3 Male 82 3 1 Research Scientist 4 Married 2044 5531 1 Y No 11 3 3 80 1 5 6 4 5 3 0 3
39 No Travel_Rarely 1253 Research & Development 10 1 Medical 1 1800 3 Male 65 3 3 Research Director 3 Single 13464 7914 7 Y No 21 4 3 80 0 9 3 3 4 3 2 2
46 No Non-Travel 849 Sales 26 2 Life Sciences 1 1801 2 Male 98 2 2 Sales Executive 2 Single 7991 25166 8 Y No 15 3 3 80 0 6 3 3 2 2 2 2
40 No Travel_Rarely 616 Research & Development 2 2 Life Sciences 1 1802 3 Female 99 3 1 Laboratory Technician 1 Married 3377 25605 4 Y No 17 3 4 80 1 7 5 2 4 3 0 2
42 No Travel_Rarely 1128 Research & Development 13 3 Medical 1 1803 2 Male 95 4 2 Healthcare Representative 1 Married 5538 5696 5 Y No 18 3 3 80 2 10 2 2 0 0 0 0
35 No Non-Travel 1180 Research & Development 2 2 Medical 1 1804 2 Male 90 3 2 Manufacturing Director 4 Divorced 5762 24442 2 Y No 14 3 3 80 1 15 6 3 7 7 1 7
38 No Non-Travel 1336 Human Resources 2 3 Human Resources 1 1805 1 Male 100 3 1 Human Resources 2 Divorced 2592 7129 5 Y No 13 3 4 80 3 13 3 3 11 10 3 8
34 Yes Travel_Frequently 234 Research & Development 9 4 Life Sciences 1 1807 4 Male 93 3 2 Laboratory Technician 1 Married 5346 6208 4 Y No 17 3 3 80 1 11 3 2 7 1 0 7
37 Yes Travel_Rarely 370 Research & Development 10 4 Medical 1 1809 4 Male 58 3 2 Manufacturing Director 1 Single 4213 4992 1 Y No 15 3 2 80 0 10 4 1 10 3 0 8
39 No Travel_Frequently 766 Sales 20 3 Life Sciences 1 1812 3 Male 83 3 2 Sales Executive 4 Divorced 4127 19188 2 Y No 18 3 4 80 1 7 6 3 2 1 2 2
43 No Non-Travel 343 Research & Development 9 3 Life Sciences 1 1813 1 Male 52 3 1 Research Scientist 3 Single 2438 24978 4 Y No 13 3 3 80 0 7 2 2 3 2 1 2
41 No Travel_Rarely 447 Research & Development 5 3 Life Sciences 1 1814 2 Male 85 4 2 Healthcare Representative 2 Single 6870 15530 3 Y No 12 3 1 80 0 11 3 1 3 2 1 2
41 No Travel_Rarely 796 Sales 4 1 Marketing 1 1815 3 Female 81 3 3 Sales Executive 3 Divorced 10447 26458 0 Y Yes 13 3 4 80 1 23 3 4 22 14 13 5
30 No Travel_Rarely 1092 Research & Development 10 3 Medical 1 1816 1 Female 64 3 3 Manufacturing Director 3 Single 9667 2739 9 Y No 14 3 2 80 0 9 3 3 7 7 0 2
26 Yes Travel_Rarely 920 Human Resources 20 2 Medical 1 1818 4 Female 69 3 1 Human Resources 2 Married 2148 6889 0 Y Yes 11 3 3 80 0 6 3 3 5 1 1 4
46 Yes Travel_Rarely 261 Research & Development 21 2 Medical 1 1821 4 Female 66 3 2 Healthcare Representative 2 Married 8926 10842 4 Y No 22 4 4 80 1 13 2 4 9 7 3 7
40 No Travel_Rarely 1194 Research & Development 1 3 Life Sciences 1 1822 3 Female 52 3 2 Healthcare Representative 4 Divorced 6513 9060 4 Y No 17 3 4 80 1 12 3 3 5 3 0 3
34 No Travel_Rarely 810 Sales 8 2 Technical Degree 1 1823 2 Male 92 4 2 Sales Executive 3 Married 6799 22128 1 Y No 21 4 3 80 2 10 5 3 10 8 4 8
58 No Non-Travel 350 Sales 2 3 Medical 1 1824 2 Male 52 3 4 Manager 2 Divorced 16291 22577 4 Y No 22 4 4 80 1 37 0 2 16 9 14 14
35 No Travel_Rarely 185 Research & Development 23 4 Medical 1 1826 2 Male 91 1 1 Laboratory Technician 3 Married 2705 9696 0 Y No 16 3 2 80 1 6 2 4 5 4 0 3
47 No Travel_Rarely 1001 Research & Development 4 3 Life Sciences 1 1827 3 Female 92 2 3 Manufacturing Director 2 Divorced 10333 19271 8 Y Yes 12 3 3 80 1 28 4 3 22 11 14 10
40 No Travel_Rarely 750 Research & Development 12 3 Life Sciences 1 1829 2 Female 47 3 2 Healthcare Representative 1 Divorced 4448 10748 2 Y No 12 3 2 80 1 15 3 3 7 4 7 7
54 No Travel_Rarely 431 Research & Development 7 4 Medical 1 1830 4 Female 68 3 2 Research Scientist 4 Married 6854 15696 4 Y No 15 3 2 80 1 14 2 2 7 1 1 7
31 No Travel_Frequently 1125 Sales 7 4 Marketing 1 1833 1 Female 68 3 3 Sales Executive 1 Married 9637 8277 2 Y No 14 3 4 80 2 9 3 3 3 2 2 2
28 No Travel_Rarely 1217 Research & Development 1 3 Medical 1 1834 3 Female 67 3 1 Research Scientist 1 Married 3591 12719 1 Y No 25 4 3 80 1 3 3 3 3 2 1 2
38 No Travel_Rarely 723 Sales 2 4 Marketing 1 1835 2 Female 77 1 2 Sales Representative 4 Married 5405 4244 2 Y Yes 20 4 1 80 2 20 4 2 4 2 0 3
26 No Travel_Rarely 572 Sales 10 3 Medical 1 1836 3 Male 46 3 2 Sales Executive 4 Single 4684 9125 1 Y No 13 3 1 80 0 5 4 3 5 3 1 2
58 No Travel_Frequently 1216 Research & Development 15 4 Life Sciences 1 1837 1 Male 87 3 4 Research Director 3 Married 15787 21624 2 Y Yes 14 3 2 80 0 23 3 3 2 2 2 2
18 No Non-Travel 1431 Research & Development 14 3 Medical 1 1839 2 Female 33 3 1 Research Scientist 3 Single 1514 8018 1 Y No 16 3 3 80 0 0 4 1 0 0 0 0
31 Yes Travel_Rarely 359 Human Resources 18 5 Human Resources 1 1842 4 Male 89 4 1 Human Resources 1 Married 2956 21495 0 Y No 17 3 3 80 0 2 4 3 1 0 0 0
29 Yes Travel_Rarely 350 Human Resources 13 3 Human Resources 1 1844 1 Male 56 2 1 Human Resources 1 Divorced 2335 3157 4 Y Yes 15 3 4 80 3 4 3 3 2 2 2 0
45 No Non-Travel 589 Sales 2 4 Life Sciences 1 1845 3 Female 67 3 2 Sales Executive 3 Married 5154 19665 4 Y No 22 4 2 80 2 10 3 4 8 7 5 7
36 No Travel_Rarely 430 Research & Development 2 4 Other 1 1847 4 Female 73 3 2 Research Scientist 2 Married 6962 19573 4 Y Yes 22 4 4 80 1 15 2 3 1 0 0 0
43 No Travel_Frequently 1422 Sales 2 4 Life Sciences 1 1849 1 Male 92 3 2 Sales Executive 4 Married 5675 19246 1 Y No 20 4 3 80 1 7 5 3 7 7 7 7
27 No Travel_Frequently 1297 Research & Development 5 2 Life Sciences 1 1850 4 Female 53 3 1 Laboratory Technician 4 Single 2379 19826 0 Y Yes 14 3 3 80 0 6 3 2 5 4 0 2
29 No Travel_Frequently 574 Research & Development 20 1 Medical 1 1852 4 Male 40 3 1 Laboratory Technician 4 Married 3812 7003 1 Y No 13 3 2 80 0 11 3 4 11 8 3 10
32 No Travel_Frequently 1318 Sales 10 4 Marketing 1 1853 4 Male 79 3 2 Sales Executive 4 Single 4648 26075 8 Y No 13 3 3 80 0 4 2 4 0 0 0 0
42 No Non-Travel 355 Research & Development 10 4 Technical Degree 1 1854 3 Male 38 3 1 Research Scientist 3 Married 2936 6161 3 Y No 22 4 2 80 2 10 1 2 6 3 3 3
47 No Travel_Rarely 207 Research & Development 9 4 Life Sciences 1 1856 2 Female 64 3 1 Laboratory Technician 3 Single 2105 5411 4 Y No 12 3 3 80 0 7 2 3 2 2 2 0
46 No Travel_Rarely 706 Research & Development 2 2 Life Sciences 1 1857 4 Male 82 3 3 Manufacturing Director 4 Divorced 8578 19989 3 Y No 14 3 3 80 1 12 4 2 9 8 4 7
28 No Non-Travel 280 Human Resources 1 2 Life Sciences 1 1858 3 Male 43 3 1 Human Resources 4 Divorced 2706 10494 1 Y No 15 3 2 80 1 3 2 3 3 2 2 2
29 No Travel_Rarely 726 Research & Development 29 1 Life Sciences 1 1859 4 Male 93 1 2 Healthcare Representative 3 Divorced 6384 21143 8 Y No 17 3 4 80 2 11 3 3 7 0 1 6
42 No Travel_Rarely 1142 Research & Development 8 3 Life Sciences 1 1860 4 Male 81 3 1 Laboratory Technician 3 Single 3968 13624 4 Y No 13 3 4 80 0 8 3 3 0 0 0 0
32 Yes Travel_Rarely 414 Sales 2 4 Marketing 1 1862 3 Male 82 2 2 Sales Executive 2 Single 9907 26186 7 Y Yes 12 3 3 80 0 7 3 2 2 2 2 2
46 No Travel_Rarely 1319 Sales 3 3 Technical Degree 1 1863 1 Female 45 4 4 Sales Executive 1 Divorced 13225 7739 2 Y No 12 3 4 80 1 25 5 3 19 17 2 8
27 No Travel_Rarely 728 Sales 23 1 Medical 1 1864 2 Female 36 2 2 Sales Representative 3 Married 3540 7018 1 Y No 21 4 4 80 1 9 5 3 9 8 5 8
29 No Travel_Rarely 352 Human Resources 6 1 Medical 1 1865 4 Male 87 2 1 Human Resources 2 Married 2804 15434 1 Y No 11 3 4 80 0 1 3 3 1 0 0 0
43 No Travel_Rarely 823 Research & Development 6 3 Medical 1 1866 1 Female 81 2 5 Manager 3 Married 19392 22539 7 Y No 13 3 4 80 0 21 2 3 16 12 6 14
48 No Travel_Rarely 1224 Research & Development 10 3 Life Sciences 1 1867 4 Male 91 2 5 Research Director 2 Married 19665 13583 4 Y No 12 3 4 80 0 29 3 3 22 10 12 9
29 Yes Travel_Frequently 459 Research & Development 24 2 Life Sciences 1 1868 4 Male 73 2 1 Research Scientist 4 Single 2439 14753 1 Y Yes 24 4 2 80 0 1 3 2 1 0 1 0
46 Yes Travel_Rarely 1254 Sales 10 3 Life Sciences 1 1869 3 Female 64 3 3 Sales Executive 2 Married 7314 14011 5 Y No 21 4 3 80 3 14 2 3 8 7 0 7
27 No Travel_Frequently 1131 Research & Development 15 3 Life Sciences 1 1870 4 Female 77 2 1 Research Scientist 1 Married 4774 23844 0 Y No 19 3 4 80 1 8 2 2 7 6 7 3
39 No Travel_Rarely 835 Research & Development 19 4 Other 1 1871 4 Male 41 3 2 Research Scientist 4 Divorced 3902 5141 8 Y No 14 3 2 80 3 7 2 3 2 2 2 2
55 No Travel_Rarely 836 Research & Development 2 4 Technical Degree 1 1873 2 Male 98 2 1 Research Scientist 4 Married 2662 7975 8 Y No 20 4 2 80 1 19 2 4 5 2 0 4
28 No Travel_Rarely 1172 Sales 3 3 Medical 1 1875 2 Female 78 3 1 Sales Representative 2 Married 2856 3692 1 Y No 19 3 4 80 1 1 3 3 1 0 0 0
30 Yes Travel_Rarely 945 Sales 9 3 Medical 1 1876 2 Male 89 3 1 Sales Representative 4 Single 1081 16019 1 Y No 13 3 3 80 0 1 3 2 1 0 0 0
22 Yes Travel_Rarely 391 Research & Development 7 1 Life Sciences 1 1878 4 Male 75 3 1 Research Scientist 2 Single 2472 26092 1 Y Yes 23 4 1 80 0 1 2 3 1 0 0 0
36 No Travel_Rarely 1266 Sales 10 4 Technical Degree 1 1880 2 Female 63 2 2 Sales Executive 3 Married 5673 6060 1 Y Yes 13 3 1 80 1 10 4 3 10 9 1 7
31 No Travel_Rarely 311 Research & Development 20 3 Life Sciences 1 1881 2 Male 89 3 2 Laboratory Technician 3 Divorced 4197 18624 1 Y No 11 3 1 80 1 10 2 3 10 8 0 2
34 No Travel_Rarely 1480 Sales 4 3 Life Sciences 1 1882 3 Male 64 3 3 Sales Executive 4 Married 9713 24444 2 Y Yes 13 3 4 80 3 9 3 3 5 3 1 0
29 No Travel_Rarely 592 Research & Development 7 3 Life Sciences 1 1883 4 Male 59 3 1 Laboratory Technician 1 Single 2062 19384 3 Y No 14 3 2 80 0 11 2 3 3 2 1 2
37 No Travel_Rarely 783 Research & Development 7 4 Medical 1 1885 4 Male 78 3 2 Research Scientist 1 Married 4284 13588 5 Y Yes 22 4 3 80 1 16 2 3 5 3 0 4
35 No Travel_Rarely 219 Research & Development 16 2 Other 1 1886 4 Female 44 2 2 Manufacturing Director 2 Married 4788 25388 0 Y Yes 11 3 4 80 0 4 2 3 3 2 0 2
45 No Travel_Rarely 556 Research & Development 25 2 Life Sciences 1 1888 2 Female 93 2 2 Manufacturing Director 4 Married 5906 23888 0 Y No 13 3 4 80 2 10 2 2 9 8 3 8
36 No Travel_Frequently 1213 Human Resources 2 1 Human Resources 1 1890 2 Male 94 2 2 Human Resources 4 Single 3886 4223 1 Y No 21 4 4 80 0 10 2 2 10 1 0 8
40 No Travel_Rarely 1137 Research & Development 1 4 Life Sciences 1 1892 1 Male 98 3 4 Manager 1 Divorced 16823 18991 2 Y No 11 3 1 80 1 22 3 3 19 7 11 16
26 No Travel_Rarely 482 Research & Development 1 2 Life Sciences 1 1893 2 Female 90 2 1 Research Scientist 3 Married 2933 14908 1 Y Yes 13 3 3 80 1 1 3 2 1 0 1 0
27 No Travel_Rarely 511 Sales 2 2 Medical 1 1898 1 Female 89 4 2 Sales Executive 3 Single 6500 26997 0 Y No 14 3 2 80 0 9 5 2 8 7 0 7
48 No Travel_Frequently 117 Research & Development 22 3 Medical 1 1900 4 Female 58 3 4 Manager 4 Divorced 17174 2437 3 Y No 11 3 2 80 1 24 3 3 22 17 4 7
44 No Travel_Rarely 170 Research & Development 1 4 Life Sciences 1 1903 2 Male 78 4 2 Healthcare Representative 1 Married 5033 9364 2 Y No 15 3 4 80 1 10 5 3 2 0 2 2
34 Yes Non-Travel 967 Research & Development 16 4 Technical Degree 1 1905 4 Male 85 1 1 Research Scientist 1 Married 2307 14460 1 Y Yes 23 4 2 80 1 5 2 3 5 2 3 0
56 Yes Travel_Rarely 1162 Research & Development 24 2 Life Sciences 1 1907 1 Male 97 3 1 Laboratory Technician 4 Single 2587 10261 1 Y No 16 3 4 80 0 5 3 3 4 2 1 0
36 No Travel_Rarely 335 Sales 17 2 Marketing 1 1908 3 Male 33 2 2 Sales Executive 2 Married 5507 16822 2 Y No 16 3 3 80 2 12 1 1 4 2 1 3
41 No Travel_Rarely 337 Sales 8 3 Marketing 1 1909 3 Female 54 3 2 Sales Executive 2 Married 4393 26841 5 Y No 21 4 3 80 1 14 3 3 5 4 1 4
42 No Travel_Rarely 1396 Research & Development 6 3 Medical 1 1911 3 Male 83 3 3 Research Director 1 Married 13348 14842 9 Y No 13 3 2 80 1 18 3 4 13 7 5 7
31 No Travel_Rarely 1079 Sales 10 2 Medical 1 1912 3 Female 86 3 2 Sales Executive 4 Divorced 6583 20115 2 Y Yes 11 3 4 80 1 8 2 3 5 2 1 4
34 No Travel_Rarely 735 Sales 3 1 Medical 1 1915 4 Female 75 2 2 Sales Executive 4 Married 8103 16495 3 Y Yes 12 3 3 80 0 9 3 2 4 2 0 1
31 No Travel_Rarely 471 Research & Development 4 3 Medical 1 1916 1 Female 62 4 1 Laboratory Technician 3 Divorced 3978 16031 8 Y No 12 3 2 80 1 4 0 2 2 2 2 2
26 No Travel_Frequently 1096 Research & Development 6 3 Other 1 1918 3 Male 61 4 1 Laboratory Technician 4 Married 2544 7102 0 Y No 18 3 1 80 1 8 3 3 7 7 7 7
45 No Travel_Frequently 1297 Research & Development 1 4 Medical 1 1922 2 Male 44 3 2 Healthcare Representative 3 Single 5399 14511 4 Y No 12 3 3 80 0 12 3 3 4 2 0 3
33 No Travel_Rarely 217 Sales 10 4 Marketing 1 1924 2 Male 43 3 2 Sales Executive 3 Single 5487 10410 1 Y No 14 3 2 80 0 10 2 2 10 4 0 9
28 No Travel_Frequently 783 Sales 1 2 Life Sciences 1 1927 3 Male 42 2 2 Sales Executive 4 Married 6834 19255 1 Y Yes 12 3 3 80 1 7 2 3 7 7 0 7
29 Yes Travel_Frequently 746 Sales 24 3 Technical Degree 1 1928 3 Male 45 4 1 Sales Representative 1 Single 1091 10642 1 Y No 17 3 4 80 0 1 3 3 1 0 0 0
39 No Non-Travel 1251 Sales 21 4 Life Sciences 1 1929 1 Female 32 1 2 Sales Executive 3 Married 5736 3987 6 Y No 19 3 3 80 1 10 1 3 3 2 1 2
27 No Travel_Rarely 1354 Research & Development 2 4 Technical Degree 1 1931 2 Male 41 3 1 Research Scientist 2 Married 2226 6073 1 Y No 11 3 3 80 1 6 3 2 5 3 1 2
34 No Travel_Frequently 735 Research & Development 22 4 Other 1 1932 3 Male 86 2 2 Research Scientist 4 Married 5747 26496 1 Y Yes 15 3 2 80 0 16 3 3 15 10 6 11
28 Yes Travel_Rarely 1475 Sales 13 2 Marketing 1 1933 4 Female 84 3 2 Sales Executive 3 Single 9854 23352 3 Y Yes 11 3 4 80 0 6 0 3 2 0 2 2
47 No Non-Travel 1169 Research & Development 14 4 Technical Degree 1 1934 3 Male 64 3 2 Research Scientist 2 Married 5467 2125 8 Y No 18 3 3 80 1 16 4 4 8 7 1 7
56 No Travel_Rarely 1443 Sales 11 5 Marketing 1 1935 4 Female 89 2 2 Sales Executive 1 Married 5380 20328 4 Y No 16 3 3 80 1 6 3 3 0 0 0 0
39 No Travel_Rarely 867 Research & Development 9 2 Medical 1 1936 1 Male 87 3 2 Manufacturing Director 1 Married 5151 12315 1 Y No 25 4 4 80 1 10 3 3 10 0 7 9
38 No Travel_Frequently 1394 Research & Development 8 3 Medical 1 1937 4 Female 58 2 2 Research Scientist 2 Divorced 2133 18115 1 Y Yes 16 3 3 80 1 20 3 3 20 11 0 7
58 No Travel_Rarely 605 Sales 21 3 Life Sciences 1 1938 4 Female 72 3 4 Manager 4 Married 17875 11761 4 Y Yes 13 3 3 80 1 29 2 2 1 0 0 0
32 Yes Travel_Frequently 238 Research & Development 5 2 Life Sciences 1 1939 1 Female 47 4 1 Research Scientist 3 Single 2432 15318 3 Y Yes 14 3 1 80 0 8 2 3 4 1 0 3
38 No Travel_Rarely 1206 Research & Development 9 2 Life Sciences 1 1940 2 Male 71 3 1 Research Scientist 4 Divorced 4771 14293 2 Y No 19 3 4 80 2 10 0 4 5 2 0 3
49 No Travel_Frequently 1064 Research & Development 2 1 Life Sciences 1 1941 2 Male 42 3 5 Research Director 4 Married 19161 13738 3 Y No 15 3 4 80 0 28 3 3 5 4 4 3
42 No Travel_Rarely 419 Sales 12 4 Marketing 1 1943 2 Male 77 3 2 Sales Executive 4 Divorced 5087 2900 3 Y Yes 12 3 3 80 2 14 4 3 0 0 0 0
27 Yes Travel_Frequently 1337 Human Resources 22 3 Human Resources 1 1944 1 Female 58 2 1 Human Resources 2 Married 2863 19555 1 Y No 12 3 1 80 0 1 2 3 1 0 0 0
35 No Travel_Rarely 682 Sales 18 4 Medical 1 1945 2 Male 71 3 2 Sales Executive 1 Married 5561 15975 0 Y No 16 3 4 80 1 6 2 1 5 3 0 4
28 No Non-Travel 1103 Research & Development 16 3 Medical 1 1947 3 Male 49 3 1 Research Scientist 3 Single 2144 2122 1 Y No 14 3 3 80 0 5 3 2 5 3 1 4
31 No Non-Travel 976 Research & Development 3 2 Medical 1 1948 3 Male 48 3 1 Research Scientist 1 Divorced 3065 3995 1 Y Yes 13 3 4 80 1 4 3 4 4 2 2 3
36 No Non-Travel 1351 Research & Development 9 4 Life Sciences 1 1949 1 Male 66 4 1 Laboratory Technician 2 Married 2810 9238 1 Y No 22 4 2 80 0 5 3 3 5 4 0 2
34 No Travel_Rarely 937 Sales 1 3 Marketing 1 1950 1 Male 32 3 3 Sales Executive 4 Single 9888 6770 1 Y No 21 4 1 80 0 14 3 2 14 8 2 1
34 No Travel_Rarely 1239 Sales 13 4 Medical 1 1951 4 Male 39 3 3 Sales Executive 3 Divorced 8628 22914 1 Y No 18 3 3 80 1 9 2 2 8 7 1 1
26 No Travel_Rarely 157 Research & Development 1 3 Medical 1 1952 3 Male 95 3 1 Laboratory Technician 1 Single 2867 20006 0 Y No 13 3 4 80 0 8 6 2 7 7 7 6
29 No Travel_Rarely 136 Research & Development 1 3 Life Sciences 1 1954 1 Male 89 3 2 Healthcare Representative 1 Married 5373 6225 0 Y No 12 3 1 80 1 6 5 2 5 3 0 2
32 No Non-Travel 1146 Research & Development 15 4 Medical 1 1955 3 Female 34 3 2 Healthcare Representative 4 Divorced 6667 16542 5 Y No 18 3 2 80 1 9 6 3 5 1 1 2
31 No Travel_Frequently 1125 Research & Development 1 3 Life Sciences 1 1956 4 Male 48 1 2 Research Scientist 1 Married 5003 5771 1 Y No 21 4 2 80 0 10 6 3 10 8 8 7
28 Yes Travel_Rarely 1404 Research & Development 17 3 Technical Degree 1 1960 3 Male 32 2 1 Laboratory Technician 4 Divorced 2367 18779 5 Y No 12 3 1 80 1 6 2 2 4 1 0 3
38 No Travel_Rarely 1404 Sales 1 3 Life Sciences 1 1961 1 Male 59 2 1 Sales Representative 1 Single 2858 11473 4 Y No 14 3 1 80 0 20 3 2 1 0 0 0
35 No Travel_Rarely 1224 Sales 7 4 Life Sciences 1 1962 3 Female 55 3 2 Sales Executive 4 Married 5204 13586 1 Y Yes 11 3 4 80 0 10 2 3 10 8 0 9
27 No Travel_Rarely 954 Sales 9 3 Marketing 1 1965 4 Male 44 3 2 Sales Executive 4 Single 4105 5099 1 Y No 14 3 1 80 0 7 5 3 7 7 0 7
32 No Travel_Rarely 1373 Research & Development 5 4 Life Sciences 1 1966 4 Male 56 2 2 Manufacturing Director 4 Single 9679 10138 8 Y No 24 4 2 80 0 8 1 3 1 0 0 0
31 Yes Travel_Frequently 754 Sales 26 4 Marketing 1 1967 1 Male 63 3 2 Sales Executive 4 Married 5617 21075 1 Y Yes 11 3 3 80 0 10 4 3 10 7 0 8
53 Yes Travel_Rarely 1168 Sales 24 4 Life Sciences 1 1968 1 Male 66 3 3 Sales Executive 1 Single 10448 5843 6 Y Yes 13 3 2 80 0 15 2 2 2 2 2 2
54 No Travel_Rarely 155 Research & Development 9 2 Life Sciences 1 1969 1 Female 67 3 2 Research Scientist 3 Married 2897 22474 3 Y No 11 3 3 80 2 9 6 2 4 3 2 3
33 No Travel_Frequently 1303 Research & Development 7 2 Life Sciences 1 1970 4 Male 36 3 2 Healthcare Representative 3 Divorced 5968 18079 1 Y No 20 4 3 80 3 9 2 3 9 7 2 8
43 No Travel_Rarely 574 Research & Development 11 3 Life Sciences 1 1971 1 Male 30 3 3 Healthcare Representative 3 Married 7510 16873 1 Y No 17 3 2 80 1 10 1 3 10 9 0 9
38 No Travel_Frequently 1444 Human Resources 1 4 Other 1 1972 4 Male 88 3 1 Human Resources 2 Married 2991 5224 0 Y Yes 11 3 2 80 1 7 2 3 6 2 1 2
55 No Travel_Rarely 189 Human Resources 26 4 Human Resources 1 1973 3 Male 71 4 5 Manager 2 Married 19636 25811 4 Y Yes 18 3 1 80 1 35 0 3 10 9 1 4
31 No Travel_Rarely 1276 Research & Development 2 1 Medical 1 1974 4 Female 59 1 1 Laboratory Technician 4 Divorced 1129 17536 1 Y Yes 11 3 3 80 3 1 4 3 1 0 0 0
39 No Travel_Rarely 119 Sales 15 4 Marketing 1 1975 2 Male 77 3 4 Sales Executive 1 Single 13341 25098 0 Y No 12 3 1 80 0 21 3 3 20 8 11 10
42 No Non-Travel 335 Research & Development 23 2 Life Sciences 1 1976 4 Male 37 2 2 Research Scientist 3 Single 4332 14811 1 Y No 12 3 4 80 0 20 2 3 20 9 3 7
31 No Non-Travel 697 Research & Development 10 3 Medical 1 1979 3 Female 40 3 3 Research Director 3 Married 11031 26862 4 Y No 20 4 3 80 1 13 2 4 11 7 4 8
54 No Travel_Rarely 157 Research & Development 10 3 Medical 1 1980 3 Female 77 3 2 Manufacturing Director 1 Single 4440 25198 6 Y Yes 19 3 4 80 0 9 3 3 5 2 1 4
24 No Travel_Rarely 771 Research & Development 1 2 Life Sciences 1 1981 2 Male 45 2 2 Healthcare Representative 3 Single 4617 14120 1 Y No 12 3 2 80 0 4 2 2 4 3 1 2
23 No Travel_Rarely 571 Research & Development 12 2 Other 1 1982 4 Male 78 3 1 Laboratory Technician 4 Single 2647 13672 1 Y No 13 3 3 80 0 5 6 4 5 2 1 4
40 No Travel_Frequently 692 Research & Development 11 3 Technical Degree 1 1985 4 Female 73 3 2 Laboratory Technician 3 Married 6323 26849 1 Y No 11 3 1 80 1 10 2 4 10 9 9 4
40 No Travel_Rarely 444 Sales 2 2 Marketing 1 1986 2 Female 92 3 2 Sales Executive 2 Married 5677 4258 3 Y No 14 3 3 80 1 15 4 3 11 8 5 10
25 No Travel_Rarely 309 Human Resources 2 3 Human Resources 1 1987 3 Female 82 3 1 Human Resources 2 Married 2187 19655 4 Y No 14 3 3 80 0 6 3 3 2 0 1 2
30 No Travel_Rarely 911 Research & Development 1 2 Medical 1 1989 4 Male 76 3 1 Laboratory Technician 2 Married 3748 4077 1 Y No 13 3 3 80 0 12 6 2 12 8 1 7
25 No Travel_Rarely 977 Research & Development 2 1 Other 1 1992 4 Male 57 3 1 Laboratory Technician 3 Divorced 3977 7298 6 Y Yes 19 3 3 80 1 7 2 2 2 2 0 2
47 No Travel_Rarely 1180 Research & Development 25 3 Medical 1 1993 1 Male 84 3 3 Healthcare Representative 3 Single 8633 13084 2 Y No 23 4 2 80 0 25 3 3 17 14 12 11
33 No Non-Travel 1313 Research & Development 1 2 Medical 1 1994 2 Male 59 2 1 Laboratory Technician 3 Divorced 2008 20439 1 Y No 12 3 3 80 3 1 2 2 1 1 0 0
38 No Travel_Rarely 1321 Sales 1 4 Life Sciences 1 1995 4 Male 86 3 2 Sales Executive 2 Married 4440 7636 0 Y No 15 3 1 80 2 16 3 3 15 13 5 8
31 No Travel_Rarely 1154 Sales 2 2 Life Sciences 1 1996 1 Male 54 3 1 Sales Representative 3 Married 3067 6393 0 Y No 19 3 3 80 1 3 1 3 2 2 1 2
38 No Travel_Frequently 508 Research & Development 6 4 Life Sciences 1 1997 1 Male 72 2 2 Manufacturing Director 3 Married 5321 14284 2 Y No 11 3 4 80 1 10 1 3 8 3 7 7
42 No Travel_Rarely 557 Research & Development 18 4 Life Sciences 1 1998 4 Male 35 3 2 Research Scientist 1 Divorced 5410 11189 6 Y Yes 17 3 3 80 1 9 3 2 4 3 1 2
41 No Travel_Rarely 642 Research & Development 1 3 Life Sciences 1 1999 4 Male 76 3 1 Research Scientist 4 Married 2782 21412 3 Y No 22 4 1 80 1 12 3 3 5 3 1 0
47 No Non-Travel 1162 Research & Development 1 1 Medical 1 2000 3 Female 98 3 3 Research Director 2 Married 11957 17231 0 Y No 18 3 1 80 2 14 3 1 13 8 5 12
35 No Travel_Rarely 1490 Research & Development 11 4 Medical 1 2003 4 Male 43 3 1 Laboratory Technician 3 Married 2660 20232 7 Y Yes 11 3 3 80 1 5 3 3 2 2 2 2
22 No Travel_Rarely 581 Research & Development 1 2 Life Sciences 1 2007 4 Male 63 3 1 Research Scientist 3 Single 3375 17624 0 Y No 12 3 4 80 0 4 2 4 3 2 1 2
35 No Travel_Rarely 1395 Research & Development 9 4 Medical 1 2008 2 Male 48 3 2 Research Scientist 3 Single 5098 18698 1 Y No 19 3 2 80 0 10 5 3 10 7 0 8
33 No Travel_Rarely 501 Research & Development 15 2 Medical 1 2009 2 Female 95 3 2 Healthcare Representative 4 Married 4878 21653 0 Y Yes 13 3 1 80 1 10 6 3 9 7 8 1
32 No Travel_Rarely 267 Research & Development 29 4 Life Sciences 1 2010 3 Female 49 2 1 Laboratory Technician 2 Single 2837 15919 1 Y No 13 3 3 80 0 6 3 3 6 2 4 1
40 No Travel_Rarely 543 Research & Development 1 4 Life Sciences 1 2012 1 Male 83 3 1 Laboratory Technician 4 Married 2406 4060 8 Y No 19 3 3 80 2 8 3 2 1 0 0 0
32 No Travel_Rarely 234 Sales 1 4 Medical 1 2013 2 Male 68 2 1 Sales Representative 2 Married 2269 18024 0 Y No 14 3 2 80 1 3 2 3 2 2 2 2
39 No Travel_Rarely 116 Research & Development 24 1 Life Sciences 1 2014 1 Male 52 3 2 Research Scientist 4 Single 4108 5340 7 Y No 13 3 1 80 0 18 2 3 7 7 1 7
38 No Travel_Rarely 201 Research & Development 10 3 Medical 1 2015 2 Female 99 1 3 Research Director 3 Married 13206 3376 3 Y No 12 3 1 80 1 20 3 3 18 16 1 11
32 No Travel_Rarely 801 Sales 1 4 Marketing 1 2016 3 Female 48 3 3 Sales Executive 4 Married 10422 24032 1 Y No 19 3 3 80 2 14 3 3 14 10 5 7
37 No Travel_Rarely 161 Research & Development 10 3 Life Sciences 1 2017 3 Female 42 4 3 Research Director 4 Married 13744 15471 1 Y Yes 25 4 1 80 1 16 2 3 16 11 6 8
25 No Travel_Rarely 1382 Sales 8 2 Other 1 2018 1 Female 85 3 2 Sales Executive 3 Divorced 4907 13684 0 Y Yes 22 4 2 80 1 6 3 2 5 3 0 4
52 No Non-Travel 585 Sales 29 4 Life Sciences 1 2019 1 Male 40 3 1 Sales Representative 4 Divorced 3482 19788 2 Y No 15 3 2 80 2 16 3 2 9 8 0 0
44 No Travel_Rarely 1037 Research & Development 1 3 Medical 1 2020 2 Male 42 3 1 Research Scientist 4 Single 2436 13422 6 Y Yes 12 3 3 80 0 6 2 3 4 3 1 2
21 No Travel_Rarely 501 Sales 5 1 Medical 1 2021 3 Male 58 3 1 Sales Representative 1 Single 2380 25479 1 Y Yes 11 3 4 80 0 2 6 3 2 2 1 2
39 No Non-Travel 105 Research & Development 9 3 Life Sciences 1 2022 4 Male 87 3 5 Manager 4 Single 19431 15302 2 Y No 13 3 3 80 0 21 3 2 6 0 1 3
23 Yes Travel_Frequently 638 Sales 9 3 Marketing 1 2023 4 Male 33 3 1 Sales Representative 1 Married 1790 26956 1 Y No 19 3 1 80 1 1 3 2 1 0 1 0
36 No Travel_Rarely 557 Sales 3 3 Medical 1 2024 1 Female 94 2 3 Sales Executive 4 Married 7644 12695 0 Y No 19 3 3 80 2 10 2 3 9 7 3 4
36 No Travel_Frequently 688 Research & Development 4 2 Life Sciences 1 2025 4 Female 97 3 2 Manufacturing Director 2 Divorced 5131 9192 7 Y No 13 3 2 80 3 18 3 3 4 2 0 2
56 No Non-Travel 667 Research & Development 1 4 Life Sciences 1 2026 3 Male 57 3 2 Healthcare Representative 3 Divorced 6306 26236 1 Y No 21 4 1 80 1 13 2 2 13 12 1 9
29 Yes Travel_Rarely 1092 Research & Development 1 4 Medical 1 2027 1 Male 36 3 1 Research Scientist 4 Married 4787 26124 9 Y Yes 14 3 2 80 3 4 3 4 2 2 2 2
42 No Travel_Rarely 300 Research & Development 2 3 Life Sciences 1 2031 1 Male 56 3 5 Manager 3 Married 18880 17312 5 Y No 11 3 1 80 0 24 2 2 22 6 4 14
56 Yes Travel_Rarely 310 Research & Development 7 2 Technical Degree 1 2032 4 Male 72 3 1 Laboratory Technician 3 Married 2339 3666 8 Y No 11 3 4 80 1 14 4 1 10 9 9 8
41 No Travel_Rarely 582 Research & Development 28 4 Life Sciences 1 2034 1 Female 60 2 4 Manufacturing Director 2 Married 13570 5640 0 Y No 23 4 3 80 1 21 3 3 20 7 0 10
34 No Travel_Rarely 704 Sales 28 3 Marketing 1 2035 4 Female 95 2 2 Sales Executive 3 Married 6712 8978 1 Y No 21 4 4 80 2 8 2 3 8 7 1 7
36 No Non-Travel 301 Sales 15 4 Marketing 1 2036 4 Male 88 1 2 Sales Executive 4 Divorced 5406 10436 1 Y No 24 4 1 80 1 15 4 2 15 12 11 11
41 No Travel_Rarely 930 Sales 3 3 Life Sciences 1 2037 3 Male 57 2 2 Sales Executive 2 Divorced 8938 12227 2 Y No 11 3 3 80 1 14 5 3 5 4 0 4
32 No Travel_Rarely 529 Research & Development 2 3 Technical Degree 1 2038 4 Male 78 3 1 Research Scientist 1 Single 2439 11288 1 Y No 14 3 4 80 0 4 4 3 4 2 1 2
35 No Travel_Rarely 1146 Human Resources 26 4 Life Sciences 1 2040 3 Female 31 3 3 Human Resources 4 Single 8837 16642 1 Y Yes 16 3 3 80 0 9 2 3 9 0 1 7
38 No Travel_Rarely 345 Sales 10 2 Life Sciences 1 2041 1 Female 100 3 2 Sales Executive 4 Married 5343 5982 1 Y No 11 3 3 80 1 10 1 3 10 7 1 9
50 Yes Travel_Frequently 878 Sales 1 4 Life Sciences 1 2044 2 Male 94 3 2 Sales Executive 3 Divorced 6728 14255 7 Y No 12 3 4 80 2 12 3 3 6 3 0 1
36 No Travel_Rarely 1120 Sales 11 4 Marketing 1 2045 2 Female 100 2 2 Sales Executive 4 Married 6652 14369 4 Y No 13 3 1 80 1 8 2 2 6 3 0 0
45 No Travel_Rarely 374 Sales 20 3 Life Sciences 1 2046 4 Female 50 3 2 Sales Executive 3 Single 4850 23333 8 Y No 15 3 3 80 0 8 3 3 5 3 0 1
40 No Travel_Rarely 1322 Research & Development 2 4 Life Sciences 1 2048 3 Male 52 2 1 Research Scientist 3 Single 2809 2725 2 Y No 14 3 4 80 0 8 2 3 2 2 2 2
35 No Travel_Frequently 1199 Research & Development 18 4 Life Sciences 1 2049 3 Male 80 3 2 Healthcare Representative 3 Married 5689 24594 1 Y Yes 14 3 4 80 2 10 2 4 10 2 0 2
40 No Travel_Rarely 1194 Research & Development 2 4 Medical 1 2051 3 Female 98 3 1 Research Scientist 3 Married 2001 12549 2 Y No 14 3 2 80 3 20 2 3 5 3 0 2
35 No Travel_Rarely 287 Research & Development 1 4 Life Sciences 1 2052 3 Female 62 1 1 Research Scientist 4 Married 2977 8952 1 Y No 12 3 4 80 1 4 5 3 4 3 1 1
29 No Travel_Rarely 1378 Research & Development 13 2 Other 1 2053 4 Male 46 2 2 Laboratory Technician 2 Married 4025 23679 4 Y Yes 13 3 1 80 1 10 2 3 4 3 0 3
29 No Travel_Rarely 468 Research & Development 28 4 Medical 1 2054 4 Female 73 2 1 Research Scientist 1 Single 3785 8489 1 Y No 14 3 2 80 0 5 3 1 5 4 0 4
50 Yes Travel_Rarely 410 Sales 28 3 Marketing 1 2055 4 Male 39 2 3 Sales Executive 1 Divorced 10854 16586 4 Y Yes 13 3 2 80 1 20 3 3 3 2 2 0
39 No Travel_Rarely 722 Sales 24 1 Marketing 1 2056 2 Female 60 2 4 Sales Executive 4 Married 12031 8828 0 Y No 11 3 1 80 1 21 2 2 20 9 9 6
31 No Non-Travel 325 Research & Development 5 3 Medical 1 2057 2 Male 74 3 2 Manufacturing Director 1 Single 9936 3787 0 Y No 19 3 2 80 0 10 2 3 9 4 1 7
26 No Travel_Rarely 1167 Sales 5 3 Other 1 2060 4 Female 30 2 1 Sales Representative 3 Single 2966 21378 0 Y No 18 3 4 80 0 5 2 3 4 2 0 0
36 No Travel_Frequently 884 Research & Development 23 2 Medical 1 2061 3 Male 41 4 2 Laboratory Technician 4 Married 2571 12290 4 Y No 17 3 3 80 1 17 3 3 5 2 0 3
39 No Travel_Rarely 613 Research & Development 6 1 Medical 1 2062 4 Male 42 2 3 Healthcare Representative 1 Married 9991 21457 4 Y No 15 3 1 80 1 9 5 3 7 7 1 7
27 No Travel_Rarely 155 Research & Development 4 3 Life Sciences 1 2064 2 Male 87 4 2 Manufacturing Director 2 Married 6142 5174 1 Y Yes 20 4 2 80 1 6 0 3 6 2 0 3
49 No Travel_Frequently 1023 Sales 2 3 Medical 1 2065 4 Male 63 2 2 Sales Executive 2 Married 5390 13243 2 Y No 14 3 4 80 0 17 3 2 9 6 0 8
34 No Travel_Rarely 628 Research & Development 8 3 Medical 1 2068 2 Male 82 4 2 Laboratory Technician 3 Married 4404 10228 2 Y No 12 3 1 80 0 6 3 4 4 3 1 2

Data Set Up

Linear Regression
You saw in our 'describing relationships' work that the correlation coefficient, between two discrete / continuous variables, was the same as the 'Multiple R' in a regression analysis between the same two variables.
If you took this to mean that linear regression is a form of correlation analysis across multiple variables, you would be right.
In linear regression, we are looking to understand the influence of multiple variables (called independent variables) on a single variable (called the dependent variable).
We can use linear regression to understand how much of the variation in the dependent variable is explanable by the individual as well as the combined independent variables.
For instance, we might want to understand how much average income level (the dependent variable) is explained by education level (independent variable) and experience (independent variable).
It makes sense that we try to understand the effect of education and experience on income level. We understand that there is a logical relationship between these variables.
We should always think about the variables that we are entering into a linear regression. Generally, only include those that make sense. You should have an answer to the 'Why did you include that independent variable?" question.
There are many questions you can explore with linear regression.
Excel has a limited capacity to run linear regressions using the Data Analysis tool pak. We will use this to explore the Big Tech data and increase our understanding of linear regression.
Data I am going to work with Data you are going to work with
Y= Dependent Variable Monthly Income (What variable type is this?) Y= Dependent Variable Monthly Income (What variable type is this?)
X= Indpendent Variables Education (What variable type is this?) X= Indpendent Variables Working years (What variable type is this?)
Gender (What variable type is this?) Marital Status (What variable type is this?)
The dependent variable is what we are trying to explain
The independent variable are what we are using to explain the dependent variable.
What good reasons do you think working years is related to Monthly Income?
We should have some reason for why we think the independent variables will predict
the dependent variables.
What good reasons can you think of good reasons why Education and Gender would impact earnings? What good reason do you think Marital Status is related to Monthly Income?
Getting the Data Ready
Like the T test and the ANOVA, Excel wants the data to show up in a specific format.
Continuous or discrete variables are ok as they are. They don't need to be put into another format.
Ordinal Variables are categorical variables that have an order. They can be treated as categories (using multiple binary variables) or as Discrete variables using numbers.
It is easiest to treat ordinal variables as numbers. This means that we create a new column with numbers representing the ordinal levels.
Categorical variables are more challenging. If you think about it, a categorical variable acutally includes multiple separate ideas.
We need to divide these ideas into their own columns so they are independent. This means we have to create a new column for
each individual category within the categorical variable. When we do this, each column represents one idea.
We then need to mark when that idea is true and when it is false.
Education
Education is a Categorical variable with 5 different categories. You could also interpret Education as an Ordinal variable. Marital Status is a categorical variable with 3 categories
Because the steps between each Education category is not the same, we are going to treat Education as a categorical variable.
Education What are the individual categories within Marital status:
In the Data What it means
1 Below College
2 College
3 Bachelor Note how the steps between each of these levels is not the same.
4 Masters Is going from "Below College" to "College" the same as going from "Masters" to "Doctor"
5 Doctor
Since there are five concepts in 'Education' we need to break them out indivdiually.
We do this by creating 4 binary variables to represent these categories.
You might think there is a missing category (5 categories, 4 binary variables).
It is not missing, as you will see, it is part of the intercept and impacts how we interpret the variable coefficients.
Conceptually, this is what we are creating. Set up a conceptual layout of the 'Marital Status' binaries
Categories
Below College College Bachelors Masters Doctor Categories
an observation with a below college education 1 0 0 0 0 an observation…
an observation with some college education 0 1 0 0 0
an observation with a bachelors degree 0 0 1 0 0
an observation with a masters degree 0 0 0 1 0
an observation with a PhD. 0 0 0 0 1
Lets convert the education levels into 4 binaries
I used the IFS command to test what data is in the Education cell and put 0 or 1 in the binary cell.
In this example, 4 formulas test the Education cell. The 'College' cell puts in the 1 and the others a 0
Note how when 'Education' is 1, all the binaries are 0. Thus, "below college" will be part of the intercept in the linear regression. Set up the Marital Status binaries in the data I have copied for you below.
=IFS([@Education]=$B$52,0,[@Education]=$B$52,1,[@Education]=$B$52,0,[@Education]=$B$52,0,[@Education]=$B$52,0) Use 'Single' as the variable that remains in the intercept
There is a slightly different formula in each cell. This is the formula for the 'College' cell in the table below Use the simpler IF formula to develop this.
Example Calc: the formulas here are slightly different because this is not a table Apply what you have learned here to structure the binaries below, appx M153
Education of the observation College Bach Mast Doctor
2 1 0 0 0 Marital status of observation Married Divorced
1 0 0 0 0 Single
Married
Here is a simpler version using the IF command. Review the if formula for each column Single
Education College Bach Mast Doctor Married
2 1 0 0 0 Married
1 0 0 0 0 Single
Gender Married
Gender is also a categorical variable but there are only 2 levels. So, we only need 1 binary. Divorced
I have set this up in the data below as GenBin (gender Binary)
In the Data GenBin
Female 0 Since Female is 0, it is in the intercept. Therefore the intercept is a female with a below college education
Male 1
Example Calc: This formula is slighlty different from the table version below
Gender GenBin
Female 0
Data Analysis ToolPack output for "Regression"
The data set up for this is below Write out the conceptual formula you are going to run in your regression (Y=A+MX+e)
Linear regression is tyring to solve a linear equation in the form of Y=A+MX+e. Y is the dependent variable. A is the intercept. X is the independent variable.
M can be considered the relationship of X and Y. 'e' is the error term. As you add indpendent variables, you add additional MX relationships.
Our equation looks like this: Y(Monthly Income) = Intercept + M(College)+ M(Bachelor)+ M(Maters) + M(Doctor) + M(Male) + b:error term
Note how we are missing two concepts, 1) below college and 2) female. These concepts are embedded in the intercept.
Therefore, when we interpret any of the results we interpret them in relationship to the intercept. For instance, when we interpret
'College' it will be the amount of money above 'below college'. Similarly 'Doctor' will be the amount of money above 'below college'
Input into the Tool Pak as: Y= The range of the Dependent Variable.
X= The range of the Independent Variables (they need to be next to each other)
Run the regression and put your output here
SUMMARY OUTPUT
Regression Statistics
Multiple R 10.7%
R Square 1.1%
Adjusted R Square 0.8%
Standard Error 4,689
Observations 1,470.00
ANOVA
df SS MS F Significance F
Regression 5.0 370,230,802.5 74,046,160.5 3.4 0.50%
Residual 1,464.0 32,189,944,235.6 21,987,666.8
Total 1,469.0 32,560,175,038.1
Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0%
Intercept $ 5,822 394.319 14.766 0.00% 5,049 6,596 5,049 6,596
College $ 569 455.576 1.248 21.21% (325) 1,462 (325) 1,462
Bach $ 860 409.864 2.099 3.60% 56 1,664 56 1,664
Mast $ 1,182 429.717 2.751 0.60% 339 2,025 339 2,025
Doctor $ 2,607 766.883 3.400 0.07% 1,103 4,112 1,103 4,112
GenBIn $ (281) 249.908 (1.124) 26.12% (771) 209 (771) 209
Note, I changed the number formatting to make this easier to read
Interpretaiton Interpret your output
The F value of 0.50% is below 5% so, our model is significant above a model with no independent variables.
Our Multiple R is 10.7% and our adjusted R square is only 0.8%. These are relatively low levels.
So, while our model is significant, it does not explan a lot of the variation in monthly income.
Our intercept is signficant (p value 0.00%). Our intercept is $5,822. This represents a female with a below college education.
The coefficient on College is $569 but not significant. So, we can't do much with it.
The coefficient on a Bachelors degree is $860 and is significant (p=3.60%). We can add this to the intercept and interpret it.
$5,822 + $860 = $6,682: this would be a woman with a bachelors degree
The coefficient on a Masters degree is $1,182 and is significant (p=0.60%). We can add this to the intercept and interpret it.
$5,822+$1,182 = 7,004: This would be a woman with a masters degree
The coefficient on a Doctorate is $2,607 and is significant (p=0.07%). We can add this to the intercept and interpret it
$5,822+$2607 = $8,429: This would be a women with a doctorate.
The coefficeint on gender is not significant so we cannot say that men earn differently from women.
The data you will use
Education Gender Blank MonthlyIncome College Bach Mast Doctor GenBin MaritalStatus MonthlyIncome TotalWorkingYears
2 Female 5993 1 0 0 0 0 Single 5993 8
1 Male 5130 0 0 0 0 1 Married 5130 10
2 Male 2090 1 0 0 0 1 Single 2090 7
4 Female 2909 0 0 1 0 0 Married 2909 8
1 Male 3468 0 0 0 0 1 Married 3468 6
2 Male 3068 1 0 0 0 1 Single 3068 8
3 Female 2670 0 1 0 0 0 Married 2670 12
1 Male 2693 0 0 0 0 1 Divorced 2693 1
3 Male 9526 0 1 0 0 1 Single 9526 10
3 Male 5237 0 1 0 0 1 Married 5237 17
3 Male 2426 0 1 0 0 1 Married 2426 6
2 Female 4193 1 0 0 0 0 Single 4193 10
1 Male 2911 0 0 0 0 1 Divorced 2911 5
2 Male 2661 1 0 0 0 1 Divorced 2661 3
3 Male 2028 0 1 0 0 1 Single 2028 6
4 Female 9980 0 0 1 0 0 Divorced 9980 10
2 Male 3298 1 0 0 0 1 Divorced 3298 7
2 Male 2935 1 0 0 0 1 Divorced 2935 1
4 Female 15427 0 0 1 0 0 Married 15427 31
3 Male 3944 0 1 0 0 1 Single 3944 6
2 Female 4011 1 0 0 0 0 Divorced 4011 5
4 Male 3407 0 0 1 0 1 Single 3407 10
4 Female 11994 0 0 1 0 0 Single 11994 13
2 Male 1232 1 0 0 0 1 Single 1232 0
1 Male 2960 0 0 0 0 1 Single 2960 8
3 Female 19094 0 1 0 0 0 Divorced 19094 26
1 Female 3919 0 0 0 0 0 Single 3919 10
4 Male 6825 0 0 1 0 1 Married 6825 10
4 Female 10248 0 0 1 0 0 Married 10248 24
4 Female 18947 0 0 1 0 0 Single 18947 22
3 Male 2496 0 1 0 0 1 Single 2496 7
4 Male 6465 0 0 1 0 1 Married 6465 9
2 Male 2206 1 0 0 0 1 Single 2206 10
3 Male 2086 0 1 0 0 1 Married 2086 19
3 Male 2293 0 1 0 0 1 Married 2293 6
2 Female 2645 1 0 0 0 0 Divorced 2645 6
2 Male 2683 1 0 0 0 1 Married 2683 3
3 Female 2014 0 1 0 0 0 Married 2014 2
4 Female 3419 0 0 1 0 0 Married 3419 6
3 Female 5376 0 1 0 0 0 Married 5376 10
2 Male 1951 1 0 0 0 1 Divorced 1951 1
4 Female 2341 0 0 1 0 0 Divorced 2341 1
3 Male 2293 0 1 0 0 1 Single 2293 1
3 Male 8726 0 1 0 0 1 Single 8726 9
2 Female 4011 1 0 0 0 0 Single 4011 12
3 Female 19545 0 1 0 0 0 Married 19545 23
4 Male 4568 0 0 1 0 1 Single 4568 10
2 Male 3022 1 0 0 0 1 Married 3022 8
4 Male 5772 0 0 1 0 1 Single 5772 14
1 Male 2269 0 0 0 0 1 Married 2269 1
2 Male 5381 1 0 0 0 1 Single 5381 23
4 Male 3441 0 0 1 0 1 Single 3441 2
5 Female 5454 0 0 0 1 0 Divorced 5454 9
2 Male 9884 1 0 0 0 1 Married 9884 10
3 Female 4157 0 1 0 0 0 Married 4157 5
2 Female 13458 1 0 0 0 0 Single 13458 15
5 Male 9069 0 0 0 1 1 Married 9069 9
4 Female 4014 0 0 1 0 0 Married 4014 4
4 Male 5915 0 0 1 0 1 Divorced 5915 10
4 Male 5993 0 0 1 0 1 Divorced 5993 7
3 Male 6162 0 1 0 0 1 Married 6162 9
5 Female 2406 0 0 0 1 0 Single 2406 10
2 Female 18740 1 0 0 0 0 Divorced 18740 29
3 Female 7637 0 1 0 0 0 Single 7637 28
3 Female 10096 0 1 0 0 0 Divorced 10096 17
3 Female 14756 0 1 0 0 0 Divorced 14756 21
3 Male 6499 0 1 0 0 1 Single 6499 6
3 Male 9724 0 1 0 0 1 Divorced 9724 25
3 Male 2194 0 1 0 0 1 Married 2194 5
3 Male 3388 0 1 0 0 1 Married 3388 2
1 Female 5473 0 0 0 0 0 Single 5473 20
3 Male 2703 0 1 0 0 1 Married 2703 6
4 Male 2501 0 0 1 0 1 Single 2501 1
3 Male 6220 0 1 0 0 1 Married 6220 10
3 Female 3038 0 1 0 0 0 Married 3038 5
4 Female 4424 0 0 1 0 0 Single 4424 11
4 Male 4312 0 0 1 0 1 Single 4312 16
4 Male 13245 0 0 1 0 1 Married 13245 17
4 Male 13664 0 0 1 0 1 Single 13664 16
2 Male 5021 1 0 0 0 1 Divorced 5021 16
1 Male 5126 0 0 0 0 1 Married 5126 10
3 Male 2859 0 1 0 0 1 Single 2859 6
2 Male 10239 1 0 0 0 1 Married 10239 24
3 Female 5329 0 1 0 0 0 Divorced 5329 17
2 Male 4325 1 0 0 0 1 Married 4325 5
3 Male 7260 0 1 0 0 1 Single 7260 37
1 Male 2322 0 0 0 0 1 Divorced 2322 3
4 Male 2075 0 0 1 0 1 Married 2075 10
3 Male 4152 0 1 0 0 1 Married 4152 11
2 Male 9619 1 0 0 0 1 Single 9619 9
4 Male 13503 0 0 1 0 1 Married 13503 22
4 Male 5441 0 0 1 0 1 Single 5441 11
2 Female 5209 1 0 0 0 0 Divorced 5209 11
3 Male 10673 0 1 0 0 1 Married 10673 21
4 Male 5010 0 0 1 0 1 Single 5010 12
4 Female 13549 0 0 1 0 0 Married 13549 16
2 Female 4999 1 0 0 0 0 Married 4999 4
3 Male 4221 0 1 0 0 1 Married 4221 5
4 Male 13872 0 0 1 0 1 Single 13872 38
3 Male 2042 0 1 0 0 1 Married 2042 17
4 Male 2073 0 0 1 0 1 Divorced 2073 7
1 Male 2956 0 0 0 0 1 Single 2956 1
3 Female 2926 0 1 0 0 0 Single 2926 1
4 Female 4809 0 0 1 0 0 Single 4809 16
2 Male 5163 1 0 0 0 1 Divorced 5163 17
4 Female 18844 0 0 1 0 0 Married 18844 30
3 Female 18172 0 1 0 0 0 Married 18172 28
3 Male 5744 0 1 0 0 1 Single 5744 6
1 Male 2889 0 0 0 0 1 Married 2889 2
3 Female 2871 0 1 0 0 0 Single 2871 1
4 Female 7484 0 0 1 0 0 Single 7484 23
3 Male 6074 0 1 0 0 1 Single 6074 9
3 Female 17328 0 1 0 0 0 Single 17328 23
1 Male 2774 0 0 0 0 1 Married 2774 6
4 Female 4505 0 0 1 0 0 Divorced 4505 12
3 Male 7428 0 1 0 0 1 Single 7428 12
3 Female 11631 0 1 0 0 0 Single 11631 14
2 Female 9738 1 0 0 0 0 Married 9738 10
2 Female 2835 1 0 0 0 0 Divorced 2835 7
2 Male 16959 1 0 0 0 1 Married 16959 25
3 Male 2613 0 1 0 0 1 Divorced 2613 10
2 Male 6146 1 0 0 0 1 Married 6146 8
4 Female 4963 0 0 1 0 0 Married 4963 7
3 Male 19537 0 1 0 0 1 Single 19537 23
4 Male 6172 0 0 1 0 1 Married 6172 12
3 Female 2368 0 1 0 0 0 Married 2368 5
4 Female 10312 0 0 1 0 0 Married 10312 40
1 Male 1675 0 0 0 0 1 Single 1675 0
1 Male 2523 0 0 0 0 1 Married 2523 3
4 Female 6567 0 0 1 0 0 Married 6567 16
3 Female 4739 0 1 0 0 0 Single 4739 18
3 Female 9208 0 1 0 0 0 Single 9208 16
3 Female 4559 0 1 0 0 0 Married 4559 4
1 Male 8189 0 0 0 0 1 Divorced 8189 12
1 Female 2942 0 0 0 0 0 Married 2942 8
2 Male 4941 1 0 0 0 1 Divorced 4941 7
4 Male 10650 0 0 1 0 1 Single 10650 18
4 Female 5902 0 0 1 0 0 Married 5902 17
3 Male 8639 0 1 0 0 1 Married 8639 6
3 Male 6347 0 1 0 0 1 Married 6347 12
3 Female 4200 0 1 0 0 0 Single 4200 10
3 Male 3452 0 1 0 0 1 Single 3452 9
5 Female 4317 0 0 0 1 0 Single 4317 19
3 Female 2632 0 1 0 0 0 Single 2632 5
2 Male 4668 1 0 0 0 1 Divorced 4668 9
3 Female 3204 0 1 0 0 0 Divorced 3204 8
1 Male 2720 0 0 0 0 1 Single 2720 6
3 Male 17181 0 1 0 0 1 Divorced 17181 21
4 Male 2238 0 0 1 0 1 Married 2238 7
1 Female 1483 0 0 0 0 0 Single 1483 1
3 Female 5605 0 1 0 0 0 Divorced 5605 20
5 Male 7295 0 0 0 1 1 Married 7295 10
2 Male 2306 1 0 0 0 1 Married 2306 13
3 Male 2348 0 1 0 0 1 Divorced 2348 20
3 Female 8998 0 1 0 0 0 Single 8998 9
1 Male 4319 0 0 0 0 1 Married 4319 10
4 Male 6132 0 0 1 0 1 Married 6132 10
3 Female 3346 0 1 0 0 0 Married 3346 9
4 Male 10855 0 0 1 0 1 Married 10855 15
4 Female 2231 0 0 1 0 0 Married 2231 6
1 Male 2323 0 0 0 0 1 Married 2323 2
3 Male 2024 0 1 0 0 1 Divorced 2024 6
3 Male 2713 0 1 0 0 1 Married 2713 5
2 Male 9439 1 0 0 0 1 Divorced 9439 12
3 Male 2566 0 1 0 0 1 Divorced 2566 1
3 Female 19926 0 1 0 0 0 Single 19926 21
3 Male 2451 0 1 0 0 1 Divorced 2451 13
3 Female 9419 0 1 0 0 0 Married 9419 12
4 Female 8686 0 0 1 0 0 Single 8686 12
5 Male 3038 0 0 0 1 1 Single 3038 8
3 Male 3058 0 1 0 0 1 Married 3058 6
1 Female 2325 0 0 0 0 0 Single 2325 1
2 Male 2088 1 0 0 0 1 Single 2088 13
3 Male 3072 0 1 0 0 1 Divorced 3072 12
2 Female 5006 1 0 0 0 0 Divorced 5006 9
3 Female 4257 0 1 0 0 0 Divorced 4257 19
3 Male 2500 0 1 0 0 1 Single 2500 4
3 Male 1102 0 1 0 0 1 Single 1102 1
2 Female 10453 1 0 0 0 0 Divorced 10453 24
2 Female 2288 1 0 0 0 0 Single 2288 2
1 Female 3929 0 0 0 0 0 Married 3929 7
2 Female 2311 1 0 0 0 0 Single 2311 9
2 Female 3140 1 0 0 0 0 Single 3140 4
3 Male 3690 0 1 0 0 1 Married 3690 5
2 Female 4450 1 0 0 0 0 Divorced 4450 5
3 Female 2756 0 1 0 0 0 Married 2756 8
1 Female 19033 0 0 0 0 0 Married 19033 21
4 Male 18722 0 0 1 0 1 Single 18722 36
1 Male 9547 0 0 0 0 1 Married 9547 10
3 Female 13734 0 1 0 0 0 Single 13734 21
4 Male 19999 0 0 1 0 1 Married 19999 34
3 Female 2279 0 1 0 0 0 Single 2279 7
2 Male 5916 1 0 0 0 1 Married 5916 8
3 Male 2089 0 1 0 0 1 Divorced 2089 7
2 Male 16792 1 0 0 0 1 Married 16792 22
3 Male 3564 0 1 0 0 1 Married 3564 8
3 Female 4425 0 1 0 0 0 Single 4425 10
2 Female 5265 1 0 0 0 0 Divorced 5265 11
4 Male 6553 0 0 1 0 1 Married 6553 14
3 Male 6261 0 1 0 0 1 Married 6261 9
1 Male 4298 0 0 0 0 1 Married 4298 6
4 Male 6804 0 0 1 0 1 Divorced 6804 7
4 Male 3815 0 0 1 0 1 Divorced 3815 5
2 Male 2741 1 0 0 0 1 Married 2741 15
1 Male 6673 0 0 0 0 1 Married 6673 17
3 Female 7639 0 1 0 0 0 Married 7639 10
3 Male 2328 0 1 0 0 1 Divorced 2328 4
1 Female 2153 0 0 0 0 0 Single 2153 8
5 Male 4876 0 0 0 1 1 Married 4876 5
4 Male 9396 0 0 1 0 1 Divorced 9396 17
4 Male 10400 0 0 1 0 1 Married 10400 14
1 Male 8474 0 0 0 0 1 Single 8474 12
3 Female 9981 0 1 0 0 0 Single 9981 7
4 Male 12490 0 0 1 0 1 Married 12490 16
3 Female 2657 0 1 0 0 0 Single 2657 8
3 Female 13591 0 1 0 0 0 Single 13591 16
4 Female 6696 0 0 1 0 0 Single 6696 9
3 Male 2058 0 1 0 0 1 Single 2058 7
3 Female 8865 0 1 0 0 0 Single 8865 23
3 Female 5940 0 1 0 0 0 Married 5940 16
2 Male 5914 1 0 0 0 1 Single 5914 16
4 Female 2622 0 0 1 0 0 Married 2622 7
3 Male 12185 0 1 0 0 1 Divorced 12185 10
3 Male 10609 0 1 0 0 1 Divorced 10609 17
4 Male 4345 0 0 1 0 1 Married 4345 6
3 Male 2177 0 1 0 0 1 Married 2177 7
4 Male 2793 0 0 1 0 1 Divorced 2793 13
1 Female 7918 0 0 0 0 0 Married 7918 11
3 Female 8789 0 1 0 0 0 Single 8789 10
1 Male 2389 0 0 0 0 1 Single 2389 4
3 Female 3212 0 1 0 0 0 Single 3212 6
2 Male 19232 1 0 0 0 1 Married 19232 22
2 Male 2267 1 0 0 0 1 Married 2267 7
4 Female 19517 0 0 1 0 0 Divorced 19517 32
3 Male 2436 0 1 0 0 1 Married 2436 8
3 Female 16064 0 1 0 0 0 Married 16064 22
2 Female 2707 1 0 0 0 0 Married 2707 13
4 Male 19068 0 0 1 0 1 Single 19068 33
2 Female 3931 1 0 0 0 0 Married 3931 6
3 Male 3730 0 1 0 0 1 Single 3730 4
4 Female 2232 0 0 1 0 0 Divorced 2232 7
4 Male 4465 0 0 1 0 1 Married 4465 4
2 Male 3072 1 0 0 0 1 Divorced 3072 17
2 Male 3319 1 0 0 0 1 Divorced 3319 9
3 Male 19202 0 1 0 0 1 Married 19202 25
4 Male 13675 0 0 1 0 1 Divorced 13675 9
4 Female 2911 0 0 1 0 0 Married 2911 2
4 Male 5957 0 0 1 0 1 Married 5957 13
2 Female 3920 1 0 0 0 0 Married 3920 17
4 Male 6434 0 0 1 0 1 Married 6434 9
3 Male 10048 0 1 0 0 1 Divorced 10048 17
4 Female 10938 0 0 1 0 0 Single 10938 20
3 Male 2340 0 1 0 0 1 Single 2340 6
2 Female 6545 1 0 0 0 0 Single 6545 10
2 Male 6931 1 0 0 0 1 Divorced 6931 10
3 Female 4898 0 1 0 0 0 Married 4898 5
3 Female 2593 0 1 0 0 0 Divorced 2593 10
2 Male 19436 1 0 0 0 1 Divorced 19436 22
3 Male 2723 0 1 0 0 1 Married 2723 1
2 Male 3479 1 0 0 0 1 Single 3479 6
3 Male 2794 0 1 0 0 1 Married 2794 5
2 Male 5249 1 0 0 0 1 Married 5249 13
1 Male 2176 0 0 0 0 1 Single 2176 9
3 Female 16872 0 1 0 0 0 Married 16872 28
4 Male 3485 0 0 1 0 1 Single 3485 5
3 Male 6644 0 1 0 0 1 Married 6644 10
3 Male 5582 0 1 0 0 1 Married 5582 10
2 Male 4000 1 0 0 0 1 Divorced 4000 6
2 Male 13496 1 0 0 0 1 Married 13496 21
3 Male 3210 0 1 0 0 1 Married 3210 16
3 Male 19045 0 1 0 0 1 Single 19045 37
4 Male 11849 0 0 1 0 1 Married 11849 10
3 Male 2070 0 1 0 0 1 Married 2070 5
4 Male 6502 0 0 1 0 1 Married 6502 7
2 Male 3230 1 0 0 0 1 Single 3230 3
4 Female 13603 0 0 1 0 0 Divorced 13603 15
3 Female 11996 0 1 0 0 0 Divorced 11996 10
2 Female 5605 1 0 0 0 0 Divorced 5605 8
3 Female 6397 0 1 0 0 0 Divorced 6397 6
1 Male 19144 0 0 0 0 1 Divorced 19144 28
4 Male 17584 0 0 1 0 1 Married 17584 21
1 Male 4907 0 0 0 0 1 Married 4907 20
2 Male 4554 1 0 0 0 1 Single 4554 10
2 Male 5415 1 0 0 0 1 Married 5415 12
2 Male 4741 1 0 0 0 1 Married 4741 5
3 Female 2115 0 1 0 0 0 Single 2115 17
3 Male 3161 0 1 0 0 1 Divorced 3161 19
4 Male 5745 0 0 1 0 1 Divorced 5745 10
4 Male 2373 0 0 1 0 1 Divorced 2373 5
2 Female 3310 1 0 0 0 0 Single 3310 5
4 Female 18665 0 0 1 0 0 Single 18665 22
3 Male 4485 0 1 0 0 1 Single 4485 10
3 Female 2789 0 1 0 0 0 Divorced 2789 2
4 Male 5828 0 0 1 0 1 Single 5828 8
3 Male 2326 0 1 0 0 1 Married 2326 4
3 Female 13525 0 1 0 0 0 Married 13525 23
3 Male 1420 0 1 0 0 1 Single 1420 0
3 Male 8020 0 1 0 0 1 Married 8020 12
4 Male 3688 0 0 1 0 1 Married 3688 4
3 Male 5482 0 1 0 0 1 Divorced 5482 13
4 Male 16015 0 0 1 0 1 Single 16015 22
3 Female 1200 0 1 0 0 0 Single 1200 0
2 Male 5661 1 0 0 0 1 Single 5661 9
3 Male 6929 0 1 0 0 1 Married 6929 10
3 Male 9613 0 1 0 0 1 Divorced 9613 19
4 Female 5674 0 0 1 0 0 Married 5674 11
3 Male 5484 0 1 0 0 1 Married 5484 13
2 Female 12061 1 0 0 0 0 Married 12061 19
4 Male 5660 0 0 1 0 1 Divorced 5660 12
4 Male 4821 0 0 1 0 1 Married 4821 6
3 Male 6410 0 1 0 0 1 Married 6410 9
3 Male 5210 0 1 0 0 1 Divorced 5210 24
4 Male 2695 0 0 1 0 1 Divorced 2695 3
4 Female 11878 0 0 1 0 0 Married 11878 12
1 Male 17068 0 0 0 0 1 Married 17068 21
4 Female 2455 0 0 1 0 0 Single 2455 9
2 Female 13964 1 0 0 0 0 Single 13964 25
4 Male 4941 0 0 1 0 1 Married 4941 11
3 Female 2478 0 1 0 0 0 Single 2478 4
2 Female 5228 1 0 0 0 0 Married 5228 13
3 Male 4478 0 1 0 0 1 Single 4478 5
3 Male 7547 0 1 0 0 1 Divorced 7547 13
4 Female 5055 0 0 1 0 0 Single 5055 10
4 Male 3464 0 0 1 0 1 Married 3464 5
2 Female 5775 1 0 0 0 0 Married 5775 11
2 Female 8943 1 0 0 0 0 Married 8943 10
2 Male 19272 1 0 0 0 1 Married 19272 21
2 Female 5238 1 0 0 0 0 Married 5238 12
3 Male 4682 0 1 0 0 1 Single 4682 9
5 Male 18300 0 0 0 1 1 Married 18300 21
4 Female 5257 0 0 1 0 0 Divorced 5257 9
1 Male 6349 0 0 0 0 1 Married 6349 6
4 Female 4869 0 0 1 0 0 Single 4869 20
3 Female 9985 0 1 0 0 0 Married 9985 10
4 Male 3697 0 0 1 0 1 Married 3697 12
2 Male 7457 1 0 0 0 1 Married 7457 6
4 Male 2119 0 0 1 0 1 Married 2119 7
5 Male 3983 0 0 0 1 1 Single 3983 4
3 Female 6118 0 1 0 0 0 Divorced 6118 10
4 Female 6214 0 0 1 0 0 Married 6214 8
2 Male 6347 1 0 0 0 1 Divorced 6347 8
2 Male 11510 1 0 0 0 1 Divorced 11510 12
4 Female 7143 0 0 1 0 0 Single 7143 11
1 Female 8268 0 0 0 0 0 Divorced 8268 7
4 Male 8095 0 0 1 0 1 Single 8095 17
1 Male 2904 0 0 0 0 1 Divorced 2904 4
3 Male 6032 0 1 0 0 1 Single 6032 8
1 Male 2976 0 0 0 0 1 Single 2976 5
5 Female 15992 0 0 0 1 0 Single 15992 16
3 Male 4649 0 1 0 0 1 Married 4649 4
1 Male 2696 0 0 0 0 1 Divorced 2696 4
3 Female 2370 0 1 0 0 0 Married 2370 8
1 Female 12504 0 0 0 0 0 Married 12504 15
3 Male 5974 0 1 0 0 1 Divorced 5974 13
2 Female 4736 1 0 0 0 0 Married 4736 4
3 Male 5296 0 1 0 0 1 Married 5296 8
4 Male 6781 0 0 1 0 1 Single 6781 14
1 Female 2174 0 0 0 0 0 Single 2174 3
5 Female 6653 0 0 0 1 0 Single 6653 7
4 Male 9699 0 0 1 0 1 Married 9699 16
4 Male 6755 0 0 1 0 1 Married 6755 15
4 Female 2213 0 0 1 0 0 Married 2213 10
2 Male 2610 1 0 0 0 1 Single 2610 3
3 Female 2851 0 1 0 0 0 Single 2851 1
3 Female 3452 0 1 0 0 0 Married 3452 17
4 Female 5258 0 0 1 0 0 Married 5258 7
3 Male 9355 0 1 0 0 1 Single 9355 8
3 Male 10496 0 1 0 0 1 Single 10496 20
2 Male 6380 1 0 0 0 1 Married 6380 8
4 Male 2657 0 0 1 0 1 Single 2657 3
3 Female 2716 0 1 0 0 0 Single 2716 1
3 Male 2201 0 1 0 0 1 Single 2201 6
4 Male 6540 0 0 1 0 1 Single 6540 10
2 Male 3816 1 0 0 0 1 Divorced 3816 5
4 Male 5253 0 0 1 0 1 Single 5253 7
3 Male 10965 0 1 0 0 1 Single 10965 26
2 Female 4936 1 0 0 0 0 Married 4936 18
3 Female 2543 0 1 0 0 0 Married 2543 6
3 Male 5304 0 1 0 0 1 Single 5304 9
3 Female 16659 0 1 0 0 0 Single 16659 30
4 Female 4260 0 0 1 0 0 Divorced 4260 5
1 Male 2476 0 0 0 0 1 Married 2476 1
1 Male 3102 0 0 0 0 1 Single 3102 7
3 Female 2244 0 1 0 0 0 Married 2244 2
2 Male 7596 1 0 0 0 1 Married 7596 10
3 Male 2285 0 1 0 0 1 Single 2285 3
3 Female 3034 0 1 0 0 0 Divorced 3034 18
2 Female 5715 1 0 0 0 0 Divorced 5715 8
4 Female 2576 0 0 1 0 0 Divorced 2576 8
4 Male 4197 0 0 1 0 1 Single 4197 18
3 Male 14336 0 1 0 0 1 Divorced 14336 25
3 Female 3448 0 1 0 0 0 Married 3448 20
2 Male 19406 1 0 0 0 1 Married 19406 24
4 Female 6538 0 0 1 0 0 Married 6538 6
2 Female 4306 1 0 0 0 0 Married 4306 13
3 Male 2258 0 1 0 0 1 Married 2258 8
4 Female 4522 0 0 1 0 0 Divorced 4522 8
2 Female 4487 1 0 0 0 0 Single 4487 5
5 Female 4449 0 0 0 1 0 Married 4449 15
2 Male 2218 1 0 0 0 1 Married 2218 4
1 Male 19197 0 0 0 0 1 Divorced 19197 21
3 Female 13212 0 1 0 0 0 Married 13212 36
3 Female 6577 0 1 0 0 0 Single 6577 6
3 Male 8392 0 1 0 0 1 Married 8392 10
2 Male 4558 1 0 0 0 1 Divorced 4558 10
3 Male 4031 0 1 0 0 1 Married 4031 6
3 Male 7969 0 1 0 0 1 Married 7969 28
2 Male 2654 1 0 0 0 1 Married 2654 8
2 Female 16555 1 0 0 0 0 Married 16555 31
2 Female 4556 1 0 0 0 0 Divorced 4556 19
3 Female 6091 0 1 0 0 0 Single 6091 11
3 Female 19566 0 1 0 0 0 Married 19566 33
3 Female 4810 0 1 0 0 0 Divorced 4810 19
4 Female 4523 0 0 1 0 0 Married 4523 7
1 Female 3202 0 0 0 0 0 Single 3202 6
2 Female 2351 1 0 0 0 0 Divorced 2351 3
2 Male 1702 1 0 0 0 1 Married 1702 1
4 Female 18041 0 0 1 0 0 Married 18041 21
3 Female 2886 0 1 0 0 0 Divorced 2886 3
3 Male 2097 0 1 0 0 1 Married 2097 9
4 Male 11935 0 0 1 0 1 Married 11935 10
5 Female 2546 0 0 0 1 0 Married 2546 6
2 Male 2564 1 0 0 0 1 Single 2564 1
4 Female 8412 0 0 1 0 0 Married 8412 10
3 Male 14118 0 1 0 0 1 Divorced 14118 32
4 Male 17046 0 0 1 0 1 Married 17046 28
3 Female 2564 0 1 0 0 0 Single 2564 12
3 Female 10266 0 1 0 0 0 Married 10266 22
2 Female 5070 1 0 0 0 0 Divorced 5070 20
3 Male 17861 0 1 0 0 1 Married 17861 26
3 Male 4230 0 1 0 0 1 Single 4230 6
4 Female 3780 0 0 1 0 0 Single 3780 19
4 Male 2768 0 0 1 0 1 Divorced 2768 14
3 Female 9071 0 1 0 0 0 Married 9071 15
1 Male 10648 0 0 0 0 1 Divorced 10648 13
1 Male 13610 0 0 0 0 1 Married 13610 15
1 Male 3408 0 0 0 0 1 Divorced 3408 8
1 Male 2983 0 0 0 0 1 Single 2983 4
3 Male 7632 0 1 0 0 1 Married 7632 10
3 Male 9824 0 1 0 0 1 Married 9824 12
3 Female 9950 0 1 0 0 0 Divorced 9950 11
2 Male 2093 1 0 0 0 1 Married 2093 8
4 Male 9980 0 0 1 0 1 Single 9980 10
1 Male 3894 0 0 0 0 1 Single 3894 4
5 Female 4051 0 0 0 1 0 Married 4051 14
5 Female 16835 0 0 0 1 0 Single 16835 37
2 Male 6230 1 0 0 0 1 Single 6230 16
3 Male 4717 0 1 0 0 1 Married 4717 15
3 Female 13237 0 1 0 0 0 Single 13237 22
1 Female 3755 0 0 0 0 0 Married 3755 8
1 Male 6582 0 0 0 0 1 Single 6582 10
3 Male 7406 0 1 0 0 1 Married 7406 10
3 Male 4805 0 1 0 0 1 Married 4805 9
4 Female 2741 0 0 1 0 0 Divorced 2741 8
3 Male 4262 0 1 0 0 1 Divorced 4262 8
5 Female 16184 0 0 0 1 0 Divorced 16184 10
3 Male 11557 0 1 0 0 1 Divorced 11557 10
3 Male 1878 0 1 0 0 1 Single 1878 0
3 Male 10932 0 1 0 0 1 Divorced 10932 20
4 Female 6811 0 0 1 0 0 Single 6811 10
2 Male 4306 1 0 0 0 1 Divorced 4306 8
3 Female 4859 0 1 0 0 0 Single 4859 5
4 Male 5337 0 0 1 0 1 Single 5337 10
3 Male 2340 0 1 0 0 1 Single 2340 1
3 Female 7491 0 1 0 0 0 Single 7491 12
1 Female 10527 0 0 0 0 0 Married 10527 28
5 Female 16595 0 0 0 1 0 Married 16595 22
4 Male 8834 0 0 1 0 1 Divorced 8834 9
2 Male 5577 1 0 0 0 1 Divorced 5577 18
4 Male 4707 0 0 1 0 1 Married 4707 6
3 Male 2400 0 1 0 0 1 Married 2400 3
3 Female 9824 0 1 0 0 0 Married 9824 18
4 Female 6447 0 0 1 0 0 Married 6447 8
4 Male 19502 0 0 1 0 1 Divorced 19502 31
3 Male 2725 0 1 0 0 1 Married 2725 6
2 Male 6272 1 0 0 0 1 Married 6272 6
2 Male 2127 1 0 0 0 1 Married 2127 1
3 Male 18200 0 1 0 0 1 Married 18200 32
1 Male 2096 0 0 0 0 1 Married 2096 7
3 Female 2886 0 1 0 0 0 Married 2886 6
4 Male 2033 0 0 1 0 1 Married 2033 1
2 Male 3622 1 0 0 0 1 Married 3622 6
4 Male 4233 0 0 1 0 1 Divorced 4233 9
2 Male 3681 1 0 0 0 1 Single 3681 9
4 Male 5460 0 0 1 0 1 Divorced 5460 13
4 Female 2187 0 0 1 0 0 Divorced 2187 6
3 Male 9602 0 1 0 0 1 Married 9602 17
3 Female 2836 0 1 0 0 0 Single 2836 1
4 Female 4089 0 0 1 0 0 Married 4089 10
4 Male 16627 0 0 1 0 1 Divorced 16627 21
1 Female 2619 0 0 0 0 0 Single 2619 8
5 Male 5679 0 0 0 1 1 Divorced 5679 10
4 Female 15402 0 0 1 0 0 Married 15402 21
4 Female 5985 0 0 1 0 0 Single 5985 10
3 Female 2579 0 1 0 0 0 Divorced 2579 8
1 Male 3041 0 0 0 0 1 Divorced 3041 5
1 Male 3447 0 0 0 0 1 Single 3447 3
4 Male 19513 0 0 1 0 1 Married 19513 26
1 Male 2773 0 0 0 0 1 Married 2773 3
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4 Female 6322 0 0 1 0 0 Married 6322 6
3 Female 2083 0 1 0 0 0 Divorced 2083 1
1 Female 8381 0 0 0 0 0 Single 8381 18
5 Male 2691 0 0 0 1 1 Married 2691 10
4 Female 4286 0 0 1 0 0 Married 4286 5
3 Female 2659 0 1 0 0 0 Married 2659 3
3 Male 9434 0 1 0 0 1 Married 9434 10
2 Female 5561 1 0 0 0 0 Married 5561 6
4 Male 6646 0 0 1 0 1 Single 6646 17
3 Male 7725 0 1 0 0 1 Divorced 7725 15
4 Male 10725 0 0 1 0 1 Married 10725 16
2 Male 8847 1 0 0 0 1 Divorced 8847 13
4 Male 2045 0 0 1 0 1 Single 2045 5
1 Male 1009 0 0 0 0 1 Single 1009 1
3 Male 3348 0 1 0 0 1 Single 3348 10
3 Male 1281 0 1 0 0 1 Married 1281 1
3 Male 2819 0 1 0 0 1 Married 2819 5
3 Male 4851 0 1 0 0 1 Married 4851 4
4 Female 4028 0 0 1 0 0 Single 4028 8
4 Male 2720 0 0 1 0 1 Divorced 2720 10
1 Male 8120 0 0 0 0 1 Married 8120 12
1 Female 4647 0 0 0 0 0 Divorced 4647 6
2 Male 4680 1 0 0 0 1 Single 4680 4
1 Male 3221 0 0 0 0 1 Married 3221 20
3 Female 8621 0 1 0 0 0 Single 8621 9
2 Female 4577 1 0 0 0 0 Single 4577 4
4 Female 4553 0 0 1 0 0 Single 4553 20
3 Male 5396 0 1 0 0 1 Single 5396 10
2 Male 6796 1 0 0 0 1 Married 6796 18
4 Female 7625 0 0 1 0 0 Single 7625 10
2 Female 7412 1 0 0 0 0 Married 7412 9
2 Female 11159 1 0 0 0 0 Single 11159 10
4 Male 4960 0 0 1 0 1 Single 4960 20
4 Male 10475 0 0 1 0 1 Married 10475 20
3 Male 14814 0 1 0 0 1 Married 14814 32
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4 Male 5405 0 0 1 0 1 Single 5405 10
2 Male 8793 1 0 0 0 1 Divorced 8793 9
3 Male 19189 0 1 0 0 1 Married 19189 22
4 Male 3875 0 0 1 0 1 Married 3875 4
2 Female 2216 1 0 0 0 0 Single 2216 10
3 Female 11713 0 1 0 0 0 Married 11713 10
3 Female 7861 0 1 0 0 0 Single 7861 10
3 Male 3708 0 1 0 0 1 Single 3708 9
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5 Male 5304 0 0 0 1 1 Divorced 5304 10
3 Male 2642 0 1 0 0 1 Single 2642 1
3 Male 2759 0 1 0 0 1 Divorced 2759 7
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2 Female 6142 1 0 0 0 0 Single 6142 10
1 Male 2500 0 0 0 0 1 Married 2500 5
3 Female 6389 0 1 0 0 0 Married 6389 12
3 Male 11103 0 1 0 0 1 Married 11103 30
1 Female 2342 0 0 0 0 0 Single 2342 5
3 Female 6811 0 1 0 0 0 Single 6811 9
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3 Male 2450 0 1 0 0 1 Single 2450 19
4 Female 5093 0 0 1 0 0 Divorced 5093 16
4 Male 5309 0 0 1 0 1 Married 5309 10
5 Male 3057 0 0 0 1 1 Married 3057 6
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4 Male 2686 0 0 1 0 1 Single 2686 10
1 Female 6180 0 0 0 0 0 Single 6180 6
2 Male 6632 1 0 0 0 1 Single 6632 9
1 Male 3505 0 0 0 0 1 Single 3505 2
2 Female 6397 1 0 0 0 0 Single 6397 8
3 Male 6274 0 1 0 0 1 Single 6274 6
3 Male 19859 0 1 0 0 1 Married 19859 24
4 Male 7587 0 0 1 0 1 Single 7587 10
4 Male 4258 0 0 1 0 1 Married 4258 5
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3 Male 5326 0 1 0 0 1 Single 5326 6
4 Female 3280 0 0 1 0 0 Single 3280 10
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1 Male 4342 0 0 0 0 1 Married 4342 5
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4 Female 5980 0 0 1 0 0 Single 5980 17
4 Female 4381 0 0 1 0 0 Single 4381 6
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3 Male 3833 0 1 0 0 1 Married 3833 7
2 Female 4244 1 0 0 0 0 Married 4244 8
2 Female 6500 1 0 0 0 0 Married 6500 6
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3 Male 1601 0 1 0 0 1 Married 1601 1
3 Male 2694 0 1 0 0 1 Divorced 2694 1
4 Female 3149 0 0 1 0 0 Married 3149 9
3 Male 17639 0 1 0 0 1 Married 17639 30
2 Female 2319 1 0 0 0 0 Married 2319 1
3 Male 11691 0 1 0 0 1 Married 11691 14
3 Female 5324 0 1 0 0 0 Single 5324 6
2 Female 16752 1 0 0 0 0 Married 16752 26
3 Female 5228 0 1 0 0 0 Married 5228 10
2 Male 2700 1 0 0 0 1 Married 2700 10
4 Male 19246 0 0 1 0 1 Single 19246 40
4 Female 2506 0 0 1 0 0 Single 2506 7
2 Female 6062 1 0 0 0 0 Married 6062 8
4 Male 4382 0 0 1 0 1 Single 4382 5
3 Male 2143 0 1 0 0 1 Married 2143 8
3 Female 6162 0 1 0 0 0 Married 6162 14
4 Male 5094 0 0 1 0 1 Single 5094 10
3 Female 6877 0 1 0 0 0 Single 6877 12
3 Female 2274 0 1 0 0 0 Single 2274 1
3 Male 4434 0 1 0 0 1 Married 4434 10
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4 Female 2553 0 0 1 0 0 Single 2553 6
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1 Male 5160 0 0 0 0 1 Single 5160 12
2 Male 17159 1 0 0 0 1 Married 17159 22
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3 Male 10221 0 1 0 0 1 Single 10221 17
4 Female 4779 0 0 1 0 0 Married 4779 8
2 Male 3737 1 0 0 0 1 Married 3737 4
2 Female 2366 1 0 0 0 0 Married 2366 8
3 Male 1706 0 1 0 0 1 Married 1706 0
4 Female 16307 0 0 1 0 0 Married 16307 29
3 Male 5933 0 1 0 0 1 Single 5933 10
1 Male 3424 0 0 0 0 1 Single 3424 6
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1 Female 2559 0 0 0 0 0 Single 2559 6
2 Male 6201 1 0 0 0 1 Married 6201 18
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4 Male 3761 0 0 1 0 1 Divorced 3761 10
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3 Male 10761 0 1 0 0 1 Divorced 10761 18
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2 Male 4936 1 0 0 0 1 Divorced 4936 6
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4 Male 2818 0 0 1 0 1 Married 2818 10
1 Male 2515 0 0 0 0 1 Single 2515 8
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1 Male 4194 0 0 0 0 1 Married 4194 5
3 Female 10685 0 1 0 0 0 Married 10685 17
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1 Male 3162 0 0 0 0 1 Married 3162 6
2 Male 6524 1 0 0 0 1 Married 6524 10
3 Male 2899 0 1 0 0 1 Married 2899 3
3 Female 5231 0 1 0 0 0 Married 5231 17
4 Male 2356 0 0 1 0 1 Married 2356 8
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3 Male 10903 0 1 0 0 1 Married 10903 16
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4 Female 14275 0 0 1 0 0 Single 14275 33
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2 Female 4537 1 0 0 0 0 Married 4537 8
2 Male 7642 1 0 0 0 1 Single 7642 10
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4 Male 2795 0 0 1 0 1 Single 2795 1
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3 Female 2044 0 1 0 0 0 Single 2044 2
1 Female 2693 0 0 0 0 0 Single 2693 1
1 Male 6586 0 0 0 0 1 Married 6586 17
4 Female 3294 0 0 1 0 0 Single 3294 3
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2 Female 6244 1 0 0 0 0 Single 6244 10
4 Male 2799 0 0 1 0 1 Single 2799 6
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2 Female 7403 1 0 0 0 0 Married 7403 29
4 Male 2259 0 0 1 0 1 Married 2259 13
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4 Male 4678 0 0 1 0 1 Single 4678 8
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2 Male 2413 1 0 0 0 1 Married 2413 1
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3 Male 4294 0 1 0 0 1 Single 4294 7
3 Male 4721 0 1 0 0 1 Single 4721 20
4 Male 2519 0 0 1 0 1 Single 2519 16
3 Male 2121 0 1 0 0 1 Single 2121 1
3 Male 2973 0 1 0 0 1 Single 2973 1
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3 Male 2479 0 1 0 0 1 Single 2479 7
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3 Female 5666 0 1 0 0 0 Single 5666 6
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3 Female 13194 0 1 0 0 0 Single 13194 22
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4 Male 5079 0 0 1 0 1 Divorced 5079 12
2 Male 2321 1 0 0 0 1 Single 2321 4
3 Male 17444 0 1 0 0 1 Single 17444 10
3 Female 2404 0 1 0 0 0 Single 2404 3
1 Female 3452 0 0 0 0 0 Single 3452 5
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2 Female 4163 1 0 0 0 0 Single 4163 9
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3 Male 13973 0 1 0 0 1 Married 13973 22
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3 Female 2422 0 1 0 0 0 Single 2422 4
2 Male 5472 1 0 0 0 1 Married 5472 8
1 Male 2451 0 0 0 0 1 Married 2451 4
3 Male 4240 0 1 0 0 1 Single 4240 19
4 Male 10999 0 0 1 0 1 Single 10999 27
2 Female 5003 1 0 0 0 0 Single 5003 8
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3 Female 13726 0 1 0 0 0 Single 13726 30
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4 Male 6861 0 0 1 0 1 Single 6861 19
2 Male 4969 1 0 0 0 1 Single 4969 7
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4 Female 2743 0 0 1 0 0 Single 2743 18
3 Female 10880 0 1 0 0 0 Single 10880 21
1 Female 2342 0 0 0 0 0 Single 2342 3
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4 Female 4025 0 0 1 0 0 Single 4025 10
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1 Male 1052 0 0 0 0 1 Married 1052 1
4 Male 2821 0 0 1 0 1 Married 2821 8
4 Male 19237 0 0 1 0 1 Married 19237 29
3 Female 4107 0 1 0 0 0 Single 4107 8
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1 Male 16756 0 0 0 0 1 Single 16756 31
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3 Female 2323 0 1 0 0 0 Single 2323 2
3 Female 1416 0 1 0 0 0 Single 1416 1
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2 Female 3376 1 0 0 0 0 Married 3376 10
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4 Male 10322 0 0 1 0 1 Married 10322 14
5 Male 4621 0 0 0 1 1 Married 4621 3
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3 Female 3660 0 1 0 0 0 Single 3660 10
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3 Male 9582 0 1 0 0 1 Single 9582 9
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3 Male 19626 0 1 0 0 1 Single 19626 21
1 Female 2070 0 0 0 0 0 Single 2070 2
3 Male 6782 0 1 0 0 1 Single 6782 9
4 Male 7779 0 0 1 0 1 Single 7779 18
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3 Male 13758 0 1 0 0 1 Single 13758 22
4 Male 5155 0 0 1 0 1 Single 5155 9
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3 Male 3597 0 1 0 0 1 Single 3597 6
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4 Male 2936 0 0 1 0 1 Single 2936 6
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3 Male 18265 0 1 0 0 1 Single 18265 25
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1 Male 1118 0 0 0 0 1 Single 1118 1
2 Male 2875 1 0 0 0 1 Single 2875 8
3 Female 18824 0 1 0 0 0 Single 18824 26
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4 Female 5410 0 0 1 0 0 Single 5410 18
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2 Male 6151 1 0 0 0 1 Single 6151 19
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3 Male 7898 0 1 0 0 1 Single 7898 11
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2 Female 13142 1 0 0 0 0 Single 13142 29
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1 Male 5071 0 0 0 0 1 Single 5071 8
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1 Male 9998 0 0 0 0 1 Married 9998 8
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1 Male 3904 0 0 0 0 1 Single 3904 5
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3 Female 3629 0 1 0 0 0 Single 3629 8
2 Male 9362 1 0 0 0 1 Single 9362 10
3 Male 3229 0 1 0 0 1 Married 3229 7
3 Male 3578 0 1 0 0 1 Single 3578 8
3 Male 7988 0 1 0 0 1 Single 7988 10
2 Male 4284 1 0 0 0 1 Single 4284 20
1 Female 7553 0 0 0 0 0 Single 7553 9
3 Female 17328 0 1 0 0 0 Single 17328 29
3 Female 19701 0 1 0 0 0 Married 19701 32
4 Male 14732 0 0 1 0 1 Divorced 14732 31
4 Female 9278 0 0 1 0 0 Single 9278 15
4 Female 1359 0 0 1 0 0 Single 1359 1
4 Female 4779 0 0 1 0 0 Divorced 4779 8
5 Female 16422 0 0 0 1 0 Single 16422 9
4 Male 2996 0 0 1 0 1 Divorced 2996 10
3 Female 1261 0 1 0 0 0 Single 1261 1
1 Male 2099 0 0 0 0 1 Married 2099 6
4 Male 5810 0 0 1 0 1 Single 5810 10
4 Female 5647 0 0 1 0 0 Married 5647 11
3 Male 3420 0 1 0 0 1 Married 3420 17
2 Male 4400 1 0 0 0 1 Married 4400 6
2 Male 3500 1 0 0 0 1 Single 3500 7
2 Female 2066 1 0 0 0 0 Married 2066 5
4 Female 17169 0 0 1 0 0 Married 17169 26
1 Female 4162 0 0 0 0 0 Married 4162 5
5 Male 9204 0 0 0 1 1 Married 9204 7
3 Female 3294 0 1 0 0 0 Married 3294 7
5 Male 2127 0 0 0 1 1 Married 2127 7
4 Male 3975 0 0 1 0 1 Divorced 3975 11
2 Male 10793 1 0 0 0 1 Divorced 10793 13
3 Male 10096 0 1 0 0 1 Divorced 10096 28
3 Female 3646 0 1 0 0 0 Single 3646 11
5 Female 7446 0 0 0 1 0 Single 7446 10
3 Male 10851 0 1 0 0 1 Divorced 10851 24
2 Female 2109 1 0 0 0 0 Single 2109 8
3 Male 3722 0 1 0 0 1 Married 3722 7
3 Male 9380 0 1 0 0 1 Married 9380 10
3 Male 5486 0 1 0 0 1 Divorced 5486 15
4 Female 2742 0 0 1 0 0 Married 2742 2
1 Male 13757 0 0 0 0 1 Divorced 13757 16
3 Male 8463 0 1 0 0 1 Single 8463 6
3 Male 3162 0 1 0 0 1 Single 3162 7
3 Male 16598 0 1 0 0 1 Single 16598 35
4 Male 6651 0 0 1 0 1 Married 6651 20
3 Male 2345 0 1 0 0 1 Divorced 2345 8
3 Male 3420 0 1 0 0 1 Single 3420 6
3 Male 4373 0 1 0 0 1 Married 4373 5
3 Male 4759 0 1 0 0 1 Single 4759 15
1 Male 5301 0 0 0 0 1 Married 5301 4
2 Female 3673 1 0 0 0 0 Single 3673 12
5 Female 4768 0 0 0 1 0 Married 4768 11
3 Male 1274 0 1 0 0 1 Divorced 1274 1
2 Male 4900 1 0 0 0 1 Married 4900 13
4 Male 10466 0 0 1 0 1 Divorced 10466 29
3 Male 17007 0 1 0 0 1 Divorced 17007 16
3 Male 2909 0 1 0 0 1 Married 2909 5
3 Female 5765 0 1 0 0 0 Single 5765 7
4 Female 4599 0 0 1 0 0 Single 4599 16
1 Male 2404 0 0 0 0 1 Married 2404 1
3 Male 3172 0 1 0 0 1 Single 3172 4
2 Female 2033 1 0 0 0 0 Married 2033 1
1 Male 10209 0 0 0 0 1 Single 10209 16
3 Male 8620 0 1 0 0 1 Divorced 8620 10
3 Male 2064 0 1 0 0 1 Divorced 2064 6
4 Male 4035 0 0 1 0 1 Married 4035 4
4 Female 3838 0 0 1 0 0 Married 3838 8
3 Female 4591 0 1 0 0 0 Married 4591 11
2 Male 2561 1 0 0 0 1 Single 2561 8
3 Male 1563 0 1 0 0 1 Divorced 1563 1
3 Male 4898 0 1 0 0 1 Single 4898 5
2 Female 4789 1 0 0 0 0 Married 4789 10
1 Female 3180 0 0 0 0 0 Married 3180 4
1 Male 6549 0 0 0 0 1 Married 6549 8
5 Male 6388 0 0 0 1 1 Single 6388 14
3 Male 11244 0 1 0 0 1 Single 11244 10
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4 Male 2362 0 0 1 0 1 Single 2362 11
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3 Female 8376 0 1 0 0 0 Single 8376 9
3 Female 16606 0 1 0 0 0 Married 16606 23
3 Female 8606 0 1 0 0 0 Single 8606 11
1 Male 2272 0 0 0 0 1 Single 2272 5
4 Male 2018 0 0 1 0 1 Single 2018 15
3 Male 7083 0 1 0 0 1 Married 7083 10
3 Female 4084 0 1 0 0 0 Single 4084 7
5 Male 14411 0 0 0 1 1 Single 14411 32
2 Male 2308 1 0 0 0 1 Married 2308 12
3 Male 4841 0 1 0 0 1 Married 4841 4
3 Male 4285 0 1 0 0 1 Married 4285 10
1 Female 9715 0 0 0 0 0 Married 9715 9
3 Male 4320 0 1 0 0 1 Single 4320 5
3 Male 2132 0 1 0 0 1 Married 2132 8
3 Male 10124 0 1 0 0 1 Married 10124 24
2 Male 5473 1 0 0 0 1 Married 5473 9
4 Male 5207 0 0 1 0 1 Married 5207 15
2 Male 16437 1 0 0 0 1 Single 16437 21
2 Male 2296 1 0 0 0 1 Divorced 2296 2
2 Male 4069 1 0 0 0 1 Divorced 4069 8
4 Male 7441 0 0 1 0 1 Divorced 7441 10
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2 Female 5878 1 0 0 0 0 Married 5878 12
4 Male 2644 0 0 1 0 1 Single 2644 7
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4 Male 6392 0 0 1 0 1 Married 6392 8
3 Male 9714 0 1 0 0 1 Married 9714 10
4 Male 6077 0 0 1 0 1 Married 6077 10
3 Male 2450 0 1 0 0 1 Single 2450 3
4 Male 9250 0 0 1 0 1 Married 9250 9
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3 Male 4855 0 1 0 0 1 Married 4855 7
4 Male 4087 0 0 1 0 1 Married 4087 9
4 Female 2367 0 0 1 0 0 Married 2367 10
4 Male 2972 0 0 1 0 1 Single 2972 1
5 Male 19586 0 0 0 1 1 Married 19586 36
4 Male 5484 0 0 1 0 1 Married 5484 9
3 Female 2061 0 1 0 0 0 Married 2061 1
3 Male 9924 0 1 0 0 1 Married 9924 10
3 Female 4198 0 1 0 0 0 Single 4198 8
4 Female 6815 0 0 1 0 0 Single 6815 15
1 Male 4723 0 0 0 0 1 Single 4723 10
4 Female 6142 0 0 1 0 0 Single 6142 10
3 Male 8237 0 1 0 0 1 Married 8237 11
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3 Male 19331 0 1 0 0 1 Married 19331 27
3 Male 2073 0 1 0 0 1 Married 2073 4
4 Male 5562 0 0 1 0 1 Married 5562 9
2 Male 19613 1 0 0 0 1 Single 19613 24
3 Male 3407 0 1 0 0 1 Married 3407 10
4 Male 5063 0 0 1 0 1 Married 5063 8
2 Female 4639 1 0 0 0 0 Married 4639 5
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2 Male 2690 1 0 0 0 1 Married 2690 1
4 Male 17567 0 0 1 0 1 Single 17567 27
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2 Female 2814 1 0 0 0 0 Married 2814 4
5 Male 11245 0 0 0 1 1 Married 11245 32
4 Female 3312 0 0 1 0 0 Married 3312 6
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5 Female 5769 0 0 0 1 0 Single 5769 10
3 Male 4385 0 1 0 0 1 Married 4385 10
4 Male 5332 0 0 1 0 1 Single 5332 10
4 Female 4663 0 0 1 0 0 Married 4663 7
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1 Male 3117 0 0 0 0 1 Single 3117 3
2 Female 1569 1 0 0 0 0 Single 1569 0
4 Female 19658 0 0 1 0 0 Married 19658 27
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3 Male 5768 0 1 0 0 1 Married 5768 9
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3 Male 10306 0 1 0 0 1 Married 10306 15
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3 Female 7945 0 1 0 0 0 Single 7945 18
5 Male 5743 0 0 0 1 1 Married 5743 14
5 Male 15202 0 0 0 1 1 Married 15202 23
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1 Female 3760 0 0 0 0 0 Single 3760 6
3 Female 3517 0 1 0 0 0 Married 3517 5
3 Male 2580 0 1 0 0 1 Single 2580 6
3 Male 2166 0 1 0 0 1 Single 2166 10
3 Male 5869 0 1 0 0 1 Single 5869 8
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3 Female 2783 0 1 0 0 0 Single 2783 2
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3 Male 2013 0 1 0 0 1 Single 2013 15
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2 Male 17603 1 0 0 0 1 Married 17603 14
4 Male 4581 0 0 1 0 1 Single 4581 13
3 Male 4735 0 1 0 0 1 Married 4735 19
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4 Male 5505 0 0 1 0 1 Divorced 5505 6
3 Male 5470 0 1 0 0 1 Divorced 5470 10
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3 Female 2440 0 1 0 0 0 Single 2440 4
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3 Male 15379 0 1 0 0 1 Single 15379 23
2 Male 7082 1 0 0 0 1 Single 7082 21
1 Male 2728 0 0 0 0 1 Single 2728 2
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1 Male 3989 0 0 0 0 1 Single 3989 5
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4 Male 7005 0 0 1 0 1 Married 7005 11
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4 Male 1393 0 0 1 0 1 Single 1393 1
3 Male 2570 0 1 0 0 1 Single 2570 7
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3 Male 2028 0 1 0 0 1 Married 2028 14
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3 Male 2275 0 1 0 0 1 Divorced 2275 3
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4 Male 4930 0 0 1 0 1 Single 4930 6
3 Male 7847 0 1 0 0 1 Married 7847 10
3 Male 4401 0 1 0 0 1 Married 4401 5
3 Male 9241 0 1 0 0 1 Single 9241 10
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4 Female 4502 0 0 1 0 0 Single 4502 17
1 Male 10748 0 0 0 0 1 Married 10748 25
1 Male 1555 0 0 0 0 1 Married 1555 1
3 Male 12936 0 1 0 0 1 Married 12936 25
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2 Female 16704 1 0 0 0 0 Single 16704 21
3 Male 3433 0 1 0 0 1 Married 3433 10
4 Male 3477 0 0 1 0 1 Married 3477 6
3 Male 6430 0 1 0 0 1 Married 6430 10
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1 Male 2862 0 0 0 0 1 Married 2862 10
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1 Female 3295 0 0 0 0 0 Single 3295 3
1 Female 5238 0 0 0 0 0 Single 5238 9
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4 Female 4968 0 0 1 0 0 Single 4968 10
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3 Female 2760 0 1 0 0 0 Single 2760 2
3 Male 6294 0 1 0 0 1 Single 6294 10
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4 Female 4507 0 0 1 0 0 Single 4507 8
3 Female 8564 0 1 0 0 0 Single 8564 11
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4 Male 2718 0 0 1 0 1 Single 2718 12
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3 Male 2437 0 1 0 0 1 Married 2437 6
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3 Male 4001 0 1 0 0 1 Divorced 4001 15
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3 Male 3539 0 1 0 0 1 Single 3539 10
2 Female 6029 1 0 0 0 0 Single 6029 6
1 Male 2679 0 0 0 0 1 Single 2679 1
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2 Male 4189 1 0 0 0 1 Married 4189 5
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3 Male 5813 0 1 0 0 1 Single 5813 10
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3 Male 2044 0 1 0 0 1 Married 2044 5
1 Male 13464 0 0 0 0 1 Single 13464 9
2 Male 7991 1 0 0 0 1 Single 7991 6
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3 Male 5538 0 1 0 0 1 Married 5538 10
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3 Male 2592 0 1 0 0 1 Divorced 2592 13
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4 Male 4213 0 0 1 0 1 Single 4213 10
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3 Male 2438 0 1 0 0 1 Single 2438 7
3 Male 6870 0 1 0 0 1 Single 6870 11
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4 Male 2705 0 0 1 0 1 Married 2705 6
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3 Male 4684 0 1 0 0 1 Single 4684 5
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4 Male 5675 0 0 1 0 1 Married 5675 7
2 Female 2379 1 0 0 0 0 Single 2379 6
1 Male 3812 0 0 0 0 1 Married 3812 11
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2 Male 2706 1 0 0 0 1 Divorced 2706 3
1 Male 6384 0 0 0 0 1 Divorced 6384 11
3 Male 3968 0 1 0 0 1 Single 3968 8
4 Male 9907 0 0 1 0 1 Single 9907 7
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1 Male 2804 0 0 0 0 1 Married 2804 1
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2 Male 2439 1 0 0 0 1 Single 2439 1
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3 Male 1081 0 1 0 0 1 Single 1081 1
1 Male 2472 0 0 0 0 1 Single 2472 1
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1 Male 3886 0 0 0 0 1 Single 3886 10
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2 Female 6500 1 0 0 0 0 Single 6500 9
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2 Male 2587 1 0 0 0 1 Single 2587 5
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3 Male 13348 0 1 0 0 1 Married 13348 18
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4 Male 5399 0 0 1 0 1 Single 5399 12
4 Male 5487 0 0 1 0 1 Single 5487 10
2 Male 6834 1 0 0 0 1 Married 6834 7
3 Male 1091 0 1 0 0 1 Single 1091 1
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4 Male 2226 0 0 1 0 1 Married 2226 6
4 Male 5747 0 0 1 0 1 Married 5747 16
2 Female 9854 1 0 0 0 0 Single 9854 6
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3 Male 9888 0 1 0 0 1 Single 9888 14
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3 Male 4105 0 1 0 0 1 Single 4105 7
4 Male 9679 0 0 1 0 1 Single 9679 8
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4 Male 10448 0 0 1 0 1 Single 10448 15
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2 Male 4332 1 0 0 0 1 Single 4332 20
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2 Male 4617 1 0 0 0 1 Single 4617 4
2 Male 2647 1 0 0 0 1 Single 2647 5
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3 Male 8633 0 1 0 0 1 Single 8633 25
2 Male 2008 1 0 0 0 1 Divorced 2008 1
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2 Male 3067 1 0 0 0 1 Married 3067 3
4 Male 5321 0 0 1 0 1 Married 5321 10
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2 Male 3375 1 0 0 0 1 Single 3375 4
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1 Male 2380 0 0 0 0 1 Single 2380 2
3 Male 19431 0 1 0 0 1 Single 19431 21
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4 Male 2809 0 0 1 0 1 Single 2809 8
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2 Male 4025 1 0 0 0 1 Married 4025 10
4 Female 3785 0 0 1 0 0 Single 3785 5
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3 Male 9936 0 1 0 0 1 Single 9936 10
3 Female 2966 0 1 0 0 0 Single 2966 5
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1 Male 9991 0 0 0 0 1 Married 9991 9
3 Male 6142 0 1 0 0 1 Married 6142 6
3 Male 5390 0 1 0 0 1 Married 5390 17
3 Male 4404 0 1 0 0 1 Married 4404 6