Age
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| Education
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51k
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1.5M
| NumCompaniesWorked
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8
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40
| TrainingTimesLastYear
int64 1
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|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
18 | Yes | Non-Travel | 412 | Support | 44 | 2 | Technical Degree | 1 | 901 | 3 | Female | 103 | 2 | 1 | Research Director | 3 | Married | 2,810 | 2,810 | 3 | Y | No | 46 | 3 | 4 | 80 | 4 | 17 | 6 | 3 | 1 | 1 | 1 | 1 |
37 | No | Non-Travel | 714 | Software | 29 | 4 | Other | 1 | 902 | 4 | Male | 40 | 4 | 4 | Research Scientist | 3 | Divorced | 22,329 | 66,987 | 2 | Y | Yes | 4 | 1 | 1 | 80 | 4 | 9 | 4 | 1 | 5 | 3 | 2 | 3 |
21 | No | Travel_Rarely | 233 | Human Resources | 49 | 3 | Medical | 1 | 903 | 1 | Female | 197 | 3 | 3 | Laboratory Technician | 3 | Married | 50,822 | 863,974 | 4 | Y | No | 33 | 1 | 2 | 80 | 1 | 6 | 6 | 3 | 3 | 2 | 3 | 3 |
28 | Yes | Non-Travel | 641 | Sales | 4 | 3 | Human Resources | 1 | 904 | 3 | Female | 125 | 3 | 3 | Human Resources | 1 | Single | 6,595 | 171,470 | 0 | Y | Yes | 39 | 4 | 1 | 80 | 3 | 31 | 2 | 1 | 16 | 3 | 4 | 5 |
28 | Yes | Travel_Frequently | 921 | Human Resources | 8 | 3 | Marketing | 1 | 905 | 2 | Male | 83 | 1 | 1 | Manufacturing Director | 4 | Single | 27,407 | 411,105 | 8 | Y | No | 47 | 3 | 4 | 80 | 3 | 31 | 4 | 1 | 11 | 9 | 11 | 8 |
40 | No | Travel_Frequently | 1,450 | Human Resources | 49 | 4 | Life Sciences | 1 | 906 | 1 | Male | 196 | 4 | 1 | Research Scientist | 2 | Divorced | 30,236 | 604,720 | 2 | Y | Yes | 2 | 4 | 2 | 80 | 1 | 10 | 6 | 2 | 1 | 1 | 1 | 1 |
29 | Yes | Travel_Frequently | 624 | Research & Development | 2 | 1 | Human Resources | 1 | 907 | 3 | Male | 156 | 3 | 1 | Sales Representative | 4 | Married | 49,654 | 248,270 | 7 | Y | Yes | 38 | 3 | 3 | 80 | 3 | 18 | 3 | 3 | 2 | 1 | 1 | 2 |
43 | No | Travel_Rarely | 115 | Support | 2 | 4 | Marketing | 1 | 908 | 1 | Female | 48 | 3 | 5 | Manager | 4 | Single | 34,772 | 243,404 | 3 | Y | Yes | 15 | 3 | 4 | 80 | 2 | 16 | 2 | 3 | 15 | 15 | 12 | 2 |
53 | Yes | Travel_Frequently | 1,314 | Research & Development | 43 | 5 | Other | 1 | 909 | 2 | Female | 183 | 3 | 5 | Manager | 4 | Married | 48,401 | 968,020 | 7 | Y | No | 35 | 1 | 3 | 80 | 2 | 35 | 1 | 2 | 12 | 2 | 6 | 2 |
52 | No | Travel_Frequently | 1,087 | Sales | 31 | 5 | Medical | 1 | 910 | 4 | Female | 133 | 4 | 4 | Laboratory Technician | 2 | Divorced | 47,115 | 1,413,450 | 8 | Y | Yes | 33 | 2 | 2 | 80 | 1 | 20 | 1 | 4 | 12 | 3 | 7 | 11 |
33 | Yes | Travel_Frequently | 1,109 | Research & Development | 13 | 2 | Human Resources | 1 | 911 | 2 | Male | 173 | 2 | 4 | Manager | 1 | Married | 40,474 | 1,214,220 | 2 | Y | No | 42 | 4 | 3 | 80 | 1 | 32 | 1 | 4 | 21 | 17 | 8 | 19 |
45 | Yes | Non-Travel | 1,372 | Software | 46 | 5 | Human Resources | 1 | 912 | 4 | Female | 58 | 1 | 3 | Laboratory Technician | 4 | Divorced | 10,696 | 224,616 | 6 | Y | No | 10 | 3 | 4 | 80 | 4 | 38 | 3 | 2 | 34 | 18 | 33 | 10 |
30 | No | Travel_Frequently | 1,026 | Research & Development | 33 | 1 | Marketing | 1 | 913 | 4 | Male | 78 | 4 | 2 | Research Director | 1 | Married | 27,689 | 470,713 | 0 | Y | Yes | 11 | 4 | 1 | 80 | 1 | 24 | 4 | 2 | 18 | 4 | 7 | 18 |
42 | Yes | Travel_Frequently | 913 | Human Resources | 32 | 5 | Technical Degree | 1 | 914 | 3 | Male | 135 | 2 | 5 | Healthcare Representative | 4 | Single | 16,007 | 480,210 | 2 | Y | No | 23 | 3 | 4 | 80 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 |
31 | No | Non-Travel | 736 | Sales | 46 | 5 | Medical | 1 | 915 | 1 | Female | 170 | 2 | 4 | Developer | 2 | Divorced | 21,044 | 210,440 | 4 | Y | Yes | 1 | 3 | 1 | 80 | 3 | 6 | 3 | 1 | 1 | 1 | 1 | 1 |
23 | Yes | Non-Travel | 1,476 | Human Resources | 38 | 2 | Life Sciences | 1 | 916 | 4 | Female | 156 | 4 | 4 | Healthcare Representative | 2 | Divorced | 47,744 | 477,440 | 8 | Y | Yes | 44 | 4 | 2 | 80 | 1 | 4 | 5 | 3 | 2 | 1 | 1 | 1 |
32 | Yes | Travel_Frequently | 248 | Research & Development | 11 | 2 | Medical | 1 | 917 | 4 | Male | 194 | 3 | 4 | Developer | 3 | Divorced | 1,048 | 20,960 | 8 | Y | No | 11 | 2 | 4 | 80 | 1 | 36 | 6 | 4 | 31 | 27 | 28 | 14 |
38 | No | Travel_Rarely | 970 | Human Resources | 9 | 3 | Life Sciences | 1 | 918 | 2 | Male | 92 | 3 | 2 | Human Resources | 2 | Divorced | 28,241 | 536,579 | 1 | Y | Yes | 5 | 2 | 2 | 80 | 3 | 29 | 2 | 1 | 3 | 1 | 3 | 3 |
29 | No | Travel_Rarely | 1,012 | Software | 4 | 5 | Medical | 1 | 919 | 1 | Male | 80 | 4 | 3 | Sales Executive | 3 | Single | 37,615 | 677,070 | 5 | Y | No | 48 | 3 | 4 | 80 | 3 | 35 | 2 | 1 | 27 | 5 | 10 | 22 |
43 | Yes | Travel_Rarely | 353 | Support | 47 | 4 | Other | 1 | 920 | 2 | Female | 76 | 3 | 2 | Developer | 3 | Married | 49,378 | 1,333,206 | 8 | Y | No | 35 | 3 | 1 | 80 | 3 | 35 | 1 | 3 | 22 | 15 | 4 | 10 |
37 | Yes | Non-Travel | 264 | Sales | 7 | 2 | Human Resources | 1 | 921 | 1 | Male | 68 | 1 | 3 | Developer | 1 | Married | 5,474 | 76,636 | 0 | Y | No | 19 | 2 | 3 | 80 | 3 | 40 | 6 | 1 | 33 | 2 | 7 | 31 |
20 | Yes | Travel_Frequently | 1,343 | Sales | 33 | 4 | Other | 1 | 922 | 1 | Male | 150 | 3 | 5 | Manager | 1 | Divorced | 47,656 | 619,528 | 4 | Y | No | 38 | 4 | 4 | 80 | 1 | 3 | 1 | 3 | 1 | 1 | 1 | 1 |
49 | No | Travel_Frequently | 805 | Human Resources | 41 | 4 | Technical Degree | 1 | 923 | 3 | Female | 197 | 4 | 4 | Human Resources | 4 | Divorced | 43,516 | 1,044,384 | 0 | Y | No | 41 | 2 | 3 | 80 | 3 | 13 | 5 | 3 | 2 | 2 | 2 | 1 |
53 | No | Non-Travel | 150 | Research & Development | 7 | 3 | Medical | 1 | 924 | 3 | Female | 138 | 3 | 1 | Sales Executive | 4 | Single | 39,620 | 1,069,740 | 4 | Y | Yes | 16 | 4 | 1 | 80 | 1 | 29 | 2 | 2 | 11 | 10 | 5 | 3 |
40 | No | Non-Travel | 1,327 | Hardware | 20 | 3 | Other | 1 | 925 | 2 | Female | 177 | 1 | 4 | Manager | 3 | Divorced | 19,028 | 570,840 | 2 | Y | No | 45 | 3 | 2 | 80 | 3 | 21 | 5 | 1 | 15 | 3 | 9 | 12 |
39 | Yes | Travel_Frequently | 1,004 | Software | 18 | 5 | Medical | 1 | 926 | 4 | Female | 50 | 4 | 4 | Sales Representative | 4 | Divorced | 47,322 | 757,152 | 7 | Y | Yes | 29 | 4 | 3 | 80 | 1 | 24 | 4 | 3 | 20 | 17 | 10 | 12 |
57 | Yes | Travel_Rarely | 1,394 | Human Resources | 38 | 5 | Medical | 1 | 927 | 2 | Female | 32 | 2 | 1 | Developer | 4 | Divorced | 20,249 | 141,743 | 4 | Y | Yes | 19 | 1 | 4 | 80 | 1 | 36 | 1 | 2 | 36 | 20 | 20 | 32 |
58 | Yes | Travel_Frequently | 751 | Research & Development | 23 | 3 | Marketing | 1 | 928 | 3 | Male | 87 | 3 | 2 | Research Director | 2 | Married | 6,014 | 180,420 | 6 | Y | Yes | 17 | 3 | 2 | 80 | 1 | 36 | 2 | 1 | 13 | 1 | 11 | 4 |
20 | No | Travel_Rarely | 880 | Hardware | 49 | 4 | Medical | 1 | 929 | 4 | Female | 42 | 1 | 1 | Research Director | 4 | Married | 13,179 | 250,401 | 2 | Y | Yes | 15 | 3 | 3 | 80 | 2 | 7 | 4 | 3 | 2 | 2 | 1 | 2 |
41 | No | Travel_Frequently | 1,203 | Sales | 9 | 2 | Marketing | 1 | 930 | 1 | Female | 47 | 1 | 1 | Manager | 3 | Married | 8,753 | 113,789 | 0 | Y | No | 17 | 1 | 3 | 80 | 3 | 11 | 3 | 1 | 11 | 1 | 6 | 3 |
37 | Yes | Travel_Frequently | 673 | Research & Development | 36 | 2 | Medical | 1 | 931 | 1 | Male | 118 | 3 | 5 | Research Scientist | 4 | Single | 11,086 | 155,204 | 3 | Y | Yes | 25 | 3 | 1 | 80 | 3 | 4 | 5 | 1 | 4 | 1 | 1 | 1 |
28 | Yes | Non-Travel | 1,240 | Software | 47 | 4 | Technical Degree | 1 | 932 | 3 | Male | 37 | 4 | 1 | Research Scientist | 2 | Divorced | 5,102 | 117,346 | 0 | Y | No | 4 | 4 | 1 | 80 | 3 | 2 | 6 | 2 | 1 | 1 | 1 | 1 |
36 | Yes | Travel_Frequently | 546 | Sales | 33 | 4 | Life Sciences | 1 | 933 | 2 | Male | 137 | 2 | 2 | Healthcare Representative | 2 | Divorced | 17,648 | 141,184 | 3 | Y | No | 26 | 1 | 2 | 80 | 4 | 17 | 6 | 1 | 8 | 2 | 7 | 1 |
54 | Yes | Travel_Frequently | 805 | Human Resources | 34 | 4 | Human Resources | 1 | 934 | 3 | Male | 152 | 4 | 2 | Manufacturing Director | 2 | Single | 33,630 | 470,820 | 0 | Y | Yes | 26 | 2 | 2 | 80 | 4 | 10 | 2 | 3 | 9 | 1 | 3 | 4 |
34 | No | Travel_Frequently | 309 | Sales | 39 | 1 | Technical Degree | 1 | 935 | 3 | Female | 87 | 1 | 4 | Human Resources | 2 | Married | 17,160 | 343,200 | 0 | Y | No | 38 | 2 | 4 | 80 | 2 | 40 | 6 | 1 | 18 | 1 | 18 | 5 |
53 | No | Non-Travel | 322 | Research & Development | 4 | 4 | Marketing | 1 | 936 | 2 | Male | 76 | 2 | 4 | Research Director | 2 | Divorced | 30,385 | 455,775 | 8 | Y | No | 39 | 4 | 3 | 80 | 1 | 6 | 3 | 4 | 1 | 1 | 1 | 1 |
33 | Yes | Travel_Frequently | 847 | Human Resources | 9 | 5 | Life Sciences | 1 | 937 | 3 | Female | 82 | 1 | 2 | Sales Executive | 2 | Married | 47,753 | 955,060 | 2 | Y | No | 4 | 2 | 2 | 80 | 4 | 25 | 2 | 3 | 13 | 5 | 3 | 3 |
32 | No | Travel_Frequently | 382 | Sales | 23 | 2 | Medical | 1 | 938 | 1 | Female | 116 | 3 | 4 | Developer | 1 | Divorced | 18,022 | 180,220 | 3 | Y | Yes | 26 | 2 | 3 | 80 | 1 | 33 | 5 | 3 | 12 | 6 | 12 | 3 |
25 | No | Travel_Rarely | 639 | Research & Development | 26 | 1 | Technical Degree | 1 | 939 | 4 | Male | 54 | 2 | 1 | Manager | 2 | Single | 6,057 | 163,539 | 3 | Y | No | 19 | 4 | 4 | 80 | 4 | 35 | 5 | 1 | 33 | 7 | 29 | 29 |
18 | No | Non-Travel | 1,289 | Research & Development | 48 | 5 | Other | 1 | 940 | 4 | Female | 101 | 2 | 5 | Developer | 1 | Single | 42,798 | 641,970 | 4 | Y | Yes | 45 | 1 | 3 | 80 | 1 | 20 | 5 | 1 | 3 | 3 | 1 | 3 |
53 | No | Travel_Frequently | 486 | Support | 29 | 1 | Life Sciences | 1 | 941 | 3 | Male | 124 | 4 | 4 | Manufacturing Director | 1 | Single | 44,248 | 132,744 | 0 | Y | No | 39 | 2 | 4 | 80 | 4 | 15 | 5 | 1 | 4 | 2 | 1 | 3 |
18 | No | Travel_Frequently | 1,057 | Hardware | 29 | 2 | Medical | 1 | 942 | 2 | Female | 128 | 4 | 2 | Human Resources | 1 | Single | 39,096 | 1,016,496 | 2 | Y | No | 4 | 1 | 2 | 80 | 4 | 30 | 3 | 4 | 2 | 1 | 1 | 2 |
30 | Yes | Travel_Frequently | 127 | Support | 20 | 2 | Other | 1 | 943 | 2 | Female | 151 | 3 | 1 | Developer | 4 | Single | 32,913 | 65,826 | 1 | Y | No | 23 | 1 | 3 | 80 | 1 | 8 | 1 | 1 | 6 | 4 | 4 | 5 |
29 | No | Travel_Frequently | 526 | Sales | 9 | 1 | Medical | 1 | 944 | 1 | Female | 191 | 4 | 2 | Human Resources | 3 | Single | 13,676 | 164,112 | 0 | Y | No | 37 | 3 | 2 | 80 | 3 | 6 | 5 | 4 | 5 | 5 | 1 | 3 |
59 | Yes | Travel_Rarely | 176 | Research & Development | 40 | 4 | Other | 1 | 945 | 2 | Female | 98 | 2 | 2 | Manufacturing Director | 3 | Divorced | 25,674 | 102,696 | 8 | Y | No | 19 | 3 | 3 | 80 | 2 | 34 | 2 | 2 | 26 | 23 | 7 | 20 |
56 | Yes | Travel_Rarely | 888 | Human Resources | 22 | 3 | Technical Degree | 1 | 946 | 2 | Female | 192 | 3 | 4 | Manager | 3 | Married | 4,345 | 126,005 | 5 | Y | Yes | 4 | 1 | 2 | 80 | 3 | 24 | 3 | 2 | 14 | 11 | 10 | 9 |
52 | Yes | Travel_Frequently | 764 | Software | 31 | 3 | Medical | 1 | 947 | 1 | Male | 108 | 2 | 2 | Manufacturing Director | 3 | Married | 24,008 | 600,200 | 0 | Y | Yes | 15 | 2 | 4 | 80 | 3 | 30 | 4 | 4 | 27 | 9 | 2 | 6 |
31 | No | Travel_Frequently | 190 | Sales | 25 | 3 | Marketing | 1 | 948 | 4 | Female | 186 | 2 | 5 | Human Resources | 1 | Married | 30,224 | 846,272 | 5 | Y | Yes | 16 | 2 | 1 | 80 | 2 | 21 | 2 | 1 | 8 | 6 | 2 | 6 |
41 | No | Non-Travel | 1,214 | Human Resources | 29 | 2 | Other | 1 | 949 | 2 | Female | 145 | 2 | 4 | Laboratory Technician | 1 | Single | 3,197 | 73,531 | 8 | Y | Yes | 38 | 1 | 4 | 80 | 4 | 33 | 2 | 1 | 25 | 24 | 6 | 14 |
32 | Yes | Travel_Rarely | 1,417 | Human Resources | 41 | 5 | Life Sciences | 1 | 950 | 4 | Male | 64 | 4 | 4 | Sales Executive | 1 | Divorced | 13,303 | 79,818 | 4 | Y | No | 27 | 1 | 4 | 80 | 3 | 26 | 6 | 2 | 10 | 2 | 5 | 8 |
30 | Yes | Travel_Rarely | 1,225 | Software | 1 | 5 | Human Resources | 1 | 951 | 1 | Male | 72 | 4 | 2 | Developer | 3 | Married | 22,855 | 479,955 | 7 | Y | No | 8 | 4 | 4 | 80 | 4 | 4 | 1 | 2 | 1 | 1 | 1 | 1 |
40 | No | Non-Travel | 215 | Software | 18 | 1 | Technical Degree | 1 | 952 | 2 | Male | 145 | 1 | 1 | Sales Executive | 2 | Divorced | 13,482 | 310,086 | 3 | Y | No | 25 | 4 | 1 | 80 | 1 | 9 | 6 | 3 | 4 | 4 | 4 | 3 |
33 | Yes | Travel_Rarely | 211 | Software | 26 | 1 | Human Resources | 1 | 953 | 1 | Female | 91 | 4 | 2 | Laboratory Technician | 2 | Single | 7,954 | 206,804 | 3 | Y | Yes | 4 | 2 | 3 | 80 | 2 | 25 | 4 | 1 | 25 | 23 | 13 | 13 |
36 | Yes | Travel_Frequently | 552 | Research & Development | 8 | 2 | Life Sciences | 1 | 954 | 2 | Male | 79 | 4 | 2 | Research Director | 3 | Single | 31,762 | 921,098 | 1 | Y | No | 39 | 3 | 1 | 80 | 3 | 28 | 3 | 4 | 7 | 5 | 1 | 6 |
20 | No | Travel_Rarely | 166 | Human Resources | 18 | 2 | Other | 1 | 955 | 3 | Female | 105 | 2 | 2 | Healthcare Representative | 3 | Married | 48,801 | 1,073,622 | 6 | Y | Yes | 6 | 3 | 1 | 80 | 2 | 7 | 6 | 1 | 3 | 1 | 1 | 1 |
37 | Yes | Travel_Frequently | 484 | Human Resources | 45 | 2 | Human Resources | 1 | 956 | 4 | Female | 182 | 2 | 1 | Manager | 4 | Married | 48,799 | 1,024,779 | 0 | Y | No | 14 | 3 | 3 | 80 | 4 | 8 | 3 | 2 | 6 | 1 | 5 | 5 |
22 | No | Travel_Frequently | 976 | Software | 22 | 3 | Other | 1 | 957 | 4 | Male | 84 | 1 | 1 | Research Scientist | 1 | Single | 30,897 | 556,146 | 4 | Y | Yes | 21 | 3 | 1 | 80 | 2 | 15 | 3 | 2 | 5 | 5 | 4 | 5 |
49 | Yes | Travel_Rarely | 1,216 | Support | 6 | 5 | Human Resources | 1 | 958 | 1 | Male | 145 | 4 | 4 | Manufacturing Director | 1 | Divorced | 28,493 | 541,367 | 4 | Y | No | 49 | 2 | 4 | 80 | 1 | 18 | 5 | 2 | 12 | 7 | 2 | 4 |
41 | Yes | Travel_Frequently | 1,287 | Support | 38 | 5 | Technical Degree | 1 | 959 | 3 | Female | 62 | 3 | 3 | Sales Representative | 2 | Single | 18,115 | 72,460 | 4 | Y | Yes | 15 | 3 | 3 | 80 | 3 | 13 | 1 | 4 | 10 | 6 | 9 | 9 |
50 | No | Travel_Rarely | 541 | Human Resources | 2 | 5 | Other | 1 | 960 | 3 | Female | 156 | 1 | 2 | Manufacturing Director | 1 | Married | 28,800 | 115,200 | 7 | Y | Yes | 23 | 3 | 2 | 80 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 |
36 | Yes | Travel_Rarely | 132 | Support | 1 | 2 | Marketing | 1 | 961 | 4 | Male | 61 | 3 | 1 | Research Director | 3 | Divorced | 25,135 | 377,025 | 8 | Y | No | 30 | 1 | 2 | 80 | 2 | 27 | 4 | 1 | 4 | 1 | 2 | 2 |
31 | No | Travel_Rarely | 728 | Sales | 17 | 5 | Life Sciences | 1 | 962 | 3 | Female | 149 | 1 | 4 | Laboratory Technician | 3 | Single | 24,465 | 269,115 | 5 | Y | Yes | 41 | 3 | 1 | 80 | 2 | 35 | 1 | 1 | 31 | 27 | 11 | 22 |
58 | No | Travel_Rarely | 523 | Support | 26 | 2 | Medical | 1 | 963 | 1 | Male | 196 | 2 | 2 | Research Director | 1 | Divorced | 27,582 | 220,656 | 5 | Y | No | 11 | 1 | 1 | 80 | 4 | 13 | 3 | 3 | 7 | 1 | 7 | 2 |
30 | Yes | Travel_Frequently | 1,057 | Sales | 50 | 1 | Marketing | 1 | 964 | 3 | Female | 101 | 2 | 2 | Developer | 1 | Divorced | 8,852 | 185,892 | 7 | Y | No | 25 | 1 | 4 | 80 | 1 | 25 | 3 | 2 | 6 | 4 | 5 | 3 |
25 | No | Travel_Rarely | 1,108 | Hardware | 34 | 3 | Life Sciences | 1 | 965 | 2 | Male | 126 | 2 | 3 | Laboratory Technician | 1 | Married | 20,781 | 270,153 | 7 | Y | No | 7 | 4 | 2 | 80 | 4 | 11 | 4 | 1 | 6 | 1 | 2 | 2 |
58 | No | Non-Travel | 154 | Sales | 27 | 4 | Technical Degree | 1 | 966 | 2 | Male | 57 | 1 | 3 | Developer | 4 | Single | 4,563 | 68,445 | 0 | Y | Yes | 29 | 1 | 3 | 80 | 1 | 3 | 5 | 2 | 3 | 3 | 3 | 3 |
26 | No | Travel_Frequently | 208 | Research & Development | 48 | 4 | Technical Degree | 1 | 967 | 4 | Female | 101 | 4 | 5 | Research Director | 4 | Single | 50,600 | 1,467,400 | 1 | Y | Yes | 27 | 4 | 1 | 80 | 2 | 39 | 5 | 2 | 10 | 1 | 9 | 5 |
37 | Yes | Non-Travel | 1,449 | Hardware | 44 | 1 | Technical Degree | 1 | 968 | 4 | Male | 176 | 3 | 3 | Research Director | 2 | Divorced | 25,036 | 100,144 | 0 | Y | Yes | 29 | 3 | 4 | 80 | 4 | 1 | 2 | 4 | 1 | 1 | 1 | 1 |
59 | Yes | Travel_Rarely | 452 | Human Resources | 31 | 5 | Human Resources | 1 | 969 | 4 | Female | 101 | 2 | 5 | Manufacturing Director | 1 | Divorced | 2,290 | 2,290 | 1 | Y | No | 31 | 1 | 1 | 80 | 3 | 6 | 2 | 4 | 5 | 3 | 4 | 4 |
44 | No | Non-Travel | 1,390 | Hardware | 39 | 3 | Technical Degree | 1 | 970 | 4 | Female | 63 | 2 | 1 | Sales Executive | 4 | Single | 41,806 | 167,224 | 4 | Y | No | 16 | 2 | 4 | 80 | 2 | 5 | 5 | 1 | 3 | 3 | 1 | 3 |
24 | Yes | Non-Travel | 1,173 | Research & Development | 42 | 4 | Marketing | 1 | 971 | 2 | Female | 85 | 4 | 2 | Healthcare Representative | 1 | Single | 45,773 | 1,190,098 | 3 | Y | No | 48 | 2 | 1 | 80 | 3 | 25 | 2 | 1 | 24 | 12 | 7 | 21 |
51 | Yes | Travel_Rarely | 641 | Hardware | 33 | 5 | Medical | 1 | 972 | 1 | Male | 157 | 2 | 5 | Healthcare Representative | 2 | Divorced | 24,616 | 393,856 | 3 | Y | Yes | 1 | 4 | 1 | 80 | 4 | 21 | 6 | 2 | 10 | 10 | 2 | 3 |
18 | No | Non-Travel | 1,127 | Hardware | 12 | 5 | Human Resources | 1 | 973 | 3 | Male | 160 | 3 | 2 | Sales Representative | 1 | Divorced | 48,311 | 434,799 | 1 | Y | Yes | 8 | 4 | 3 | 80 | 4 | 34 | 4 | 2 | 29 | 17 | 5 | 25 |
29 | Yes | Travel_Rarely | 405 | Software | 2 | 3 | Medical | 1 | 974 | 4 | Male | 97 | 4 | 5 | Manufacturing Director | 1 | Divorced | 34,067 | 783,541 | 6 | Y | Yes | 16 | 2 | 2 | 80 | 2 | 17 | 4 | 2 | 13 | 13 | 10 | 11 |
58 | Yes | Travel_Frequently | 796 | Research & Development | 33 | 1 | Life Sciences | 1 | 975 | 1 | Female | 194 | 4 | 2 | Sales Executive | 4 | Single | 28,002 | 224,016 | 8 | Y | Yes | 18 | 3 | 3 | 80 | 4 | 8 | 3 | 1 | 8 | 3 | 4 | 6 |
54 | No | Travel_Rarely | 984 | Support | 15 | 5 | Other | 1 | 976 | 4 | Female | 152 | 1 | 4 | Healthcare Representative | 3 | Married | 9,002 | 216,048 | 4 | Y | No | 44 | 1 | 4 | 80 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 1 |
24 | No | Non-Travel | 920 | Research & Development | 35 | 3 | Other | 1 | 977 | 3 | Female | 131 | 3 | 2 | Manager | 2 | Single | 34,023 | 340,230 | 1 | Y | Yes | 17 | 1 | 3 | 80 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 |
47 | Yes | Travel_Frequently | 434 | Software | 49 | 1 | Technical Degree | 1 | 978 | 4 | Male | 51 | 3 | 4 | Sales Representative | 2 | Single | 3,292 | 55,964 | 2 | Y | Yes | 45 | 2 | 1 | 80 | 4 | 6 | 1 | 4 | 3 | 2 | 2 | 3 |
48 | Yes | Travel_Frequently | 1,213 | Software | 26 | 5 | Marketing | 1 | 979 | 3 | Female | 139 | 1 | 2 | Human Resources | 4 | Divorced | 2,081 | 2,081 | 5 | Y | No | 14 | 1 | 2 | 80 | 1 | 11 | 3 | 3 | 8 | 4 | 4 | 8 |
35 | No | Non-Travel | 1,318 | Software | 12 | 1 | Technical Degree | 1 | 980 | 1 | Female | 176 | 4 | 2 | Laboratory Technician | 1 | Single | 39,229 | 196,145 | 4 | Y | Yes | 38 | 1 | 2 | 80 | 2 | 27 | 5 | 2 | 3 | 2 | 1 | 2 |
21 | No | Travel_Rarely | 835 | Hardware | 41 | 1 | Medical | 1 | 981 | 3 | Male | 36 | 1 | 2 | Research Director | 2 | Married | 45,984 | 965,664 | 5 | Y | Yes | 6 | 4 | 1 | 80 | 1 | 6 | 5 | 2 | 1 | 1 | 1 | 1 |
56 | Yes | Non-Travel | 314 | Sales | 1 | 5 | Other | 1 | 982 | 3 | Male | 61 | 1 | 1 | Developer | 4 | Single | 7,215 | 101,010 | 7 | Y | No | 17 | 2 | 4 | 80 | 2 | 35 | 5 | 4 | 10 | 9 | 2 | 3 |
39 | Yes | Non-Travel | 1,064 | Software | 3 | 3 | Human Resources | 1 | 983 | 1 | Female | 112 | 1 | 1 | Sales Executive | 3 | Divorced | 8,792 | 254,968 | 5 | Y | No | 25 | 3 | 2 | 80 | 2 | 26 | 3 | 1 | 25 | 11 | 4 | 21 |
44 | Yes | Travel_Rarely | 188 | Software | 50 | 5 | Technical Degree | 1 | 984 | 3 | Male | 105 | 2 | 3 | Laboratory Technician | 4 | Married | 3,916 | 31,328 | 0 | Y | Yes | 48 | 1 | 3 | 80 | 3 | 27 | 5 | 4 | 2 | 1 | 2 | 2 |
19 | Yes | Non-Travel | 1,216 | Human Resources | 10 | 2 | Other | 1 | 985 | 4 | Female | 163 | 1 | 5 | Healthcare Representative | 4 | Married | 9,471 | 151,536 | 8 | Y | Yes | 10 | 3 | 4 | 80 | 4 | 28 | 1 | 2 | 22 | 16 | 16 | 6 |
38 | No | Travel_Frequently | 1,379 | Research & Development | 28 | 2 | Marketing | 1 | 986 | 2 | Male | 139 | 4 | 5 | Developer | 2 | Divorced | 13,585 | 366,795 | 8 | Y | Yes | 6 | 3 | 2 | 80 | 3 | 32 | 5 | 3 | 29 | 14 | 27 | 4 |
35 | No | Non-Travel | 198 | Sales | 35 | 3 | Marketing | 1 | 987 | 1 | Male | 111 | 3 | 4 | Manager | 1 | Married | 33,494 | 100,482 | 0 | Y | Yes | 3 | 1 | 1 | 80 | 4 | 32 | 6 | 1 | 3 | 2 | 1 | 3 |
51 | Yes | Travel_Rarely | 813 | Software | 7 | 5 | Life Sciences | 1 | 988 | 1 | Male | 185 | 4 | 3 | Manufacturing Director | 2 | Divorced | 49,739 | 348,173 | 6 | Y | Yes | 45 | 3 | 3 | 80 | 3 | 18 | 3 | 4 | 7 | 1 | 4 | 7 |
37 | Yes | Travel_Frequently | 1,020 | Human Resources | 26 | 3 | Life Sciences | 1 | 989 | 1 | Male | 159 | 1 | 5 | Research Director | 4 | Divorced | 28,326 | 254,934 | 6 | Y | No | 28 | 4 | 3 | 80 | 2 | 12 | 1 | 3 | 10 | 8 | 9 | 7 |
38 | No | Non-Travel | 697 | Software | 34 | 5 | Life Sciences | 1 | 990 | 1 | Female | 189 | 1 | 4 | Human Resources | 2 | Married | 36,874 | 405,614 | 5 | Y | Yes | 22 | 3 | 1 | 80 | 3 | 29 | 6 | 1 | 7 | 5 | 3 | 3 |
20 | No | Travel_Rarely | 533 | Support | 6 | 5 | Technical Degree | 1 | 991 | 2 | Male | 164 | 4 | 2 | Sales Representative | 1 | Divorced | 27,223 | 490,014 | 1 | Y | Yes | 21 | 3 | 4 | 80 | 1 | 39 | 3 | 1 | 33 | 6 | 4 | 30 |
25 | Yes | Travel_Frequently | 998 | Human Resources | 21 | 1 | Marketing | 1 | 992 | 4 | Male | 49 | 1 | 2 | Healthcare Representative | 4 | Married | 24,401 | 122,005 | 4 | Y | No | 27 | 4 | 3 | 80 | 3 | 37 | 5 | 3 | 24 | 22 | 1 | 16 |
21 | Yes | Travel_Rarely | 256 | Support | 9 | 5 | Life Sciences | 1 | 993 | 4 | Male | 37 | 1 | 3 | Healthcare Representative | 4 | Divorced | 37,299 | 671,382 | 1 | Y | No | 12 | 3 | 4 | 80 | 1 | 17 | 1 | 2 | 9 | 8 | 6 | 6 |
28 | No | Travel_Rarely | 1,466 | Support | 39 | 5 | Marketing | 1 | 994 | 4 | Male | 72 | 3 | 2 | Sales Executive | 2 | Married | 37,504 | 825,088 | 0 | Y | Yes | 48 | 2 | 1 | 80 | 3 | 28 | 3 | 2 | 16 | 3 | 10 | 12 |
28 | Yes | Travel_Rarely | 246 | Sales | 50 | 2 | Life Sciences | 1 | 995 | 2 | Female | 77 | 4 | 3 | Manufacturing Director | 3 | Divorced | 40,280 | 684,760 | 6 | Y | No | 39 | 3 | 1 | 80 | 4 | 15 | 4 | 2 | 2 | 1 | 1 | 2 |
21 | No | Travel_Frequently | 201 | Research & Development | 13 | 2 | Marketing | 1 | 996 | 4 | Female | 165 | 1 | 1 | Manager | 3 | Single | 32,097 | 674,037 | 5 | Y | Yes | 24 | 4 | 2 | 80 | 2 | 11 | 1 | 3 | 9 | 8 | 9 | 6 |
31 | Yes | Non-Travel | 1,354 | Sales | 9 | 1 | Technical Degree | 1 | 997 | 1 | Male | 41 | 4 | 3 | Laboratory Technician | 1 | Single | 16,894 | 152,046 | 3 | Y | No | 20 | 4 | 4 | 80 | 2 | 4 | 5 | 1 | 3 | 1 | 1 | 1 |
46 | No | Travel_Frequently | 1,345 | Support | 36 | 4 | Life Sciences | 1 | 998 | 3 | Male | 49 | 4 | 5 | Manager | 3 | Single | 33,565 | 335,650 | 0 | Y | Yes | 36 | 4 | 4 | 80 | 2 | 28 | 1 | 3 | 14 | 2 | 12 | 14 |
55 | No | Travel_Rarely | 939 | Support | 49 | 2 | Technical Degree | 1 | 999 | 2 | Female | 85 | 2 | 5 | Research Scientist | 4 | Married | 18,329 | 256,606 | 8 | Y | Yes | 44 | 4 | 1 | 80 | 1 | 17 | 3 | 2 | 3 | 2 | 3 | 3 |
30 | No | Travel_Rarely | 1,350 | Software | 15 | 4 | Life Sciences | 1 | 1,000 | 1 | Female | 79 | 3 | 1 | Human Resources | 2 | Married | 1,487 | 4,461 | 4 | Y | Yes | 44 | 4 | 2 | 80 | 2 | 24 | 2 | 2 | 9 | 9 | 9 | 3 |
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