| EmployeeNo. |
Status |
Age |
BusinessTravel |
Department |
Education |
EducationField |
Gender |
JobRole |
JobSatisfaction |
MaritalStatus |
MonthlyIncome |
NumCompaniesWorked |
PercentSalaryHike |
PerformanceRating |
TotalWorkingYears |
TrainingTimesLastYear |
WorkLifeBalance |
YearsAtCompany |
YearsInCurrentRole |
YearsSinceLastPromotion |
| 1 |
Former |
41 |
Travel_Rarely |
Sales |
Associate Degree |
Life Sciences |
Female |
Sales Executive |
Very Satisfied |
Single |
5993 |
8 |
11 |
3 |
8 |
0 |
1 |
6 |
4 |
0 |
| 2 |
Current |
49 |
Travel_Frequently |
Research & Development |
High School or Equivalent |
Life Sciences |
Male |
Research Scientist |
Somewhat Satisfied |
Married |
5130 |
1 |
23 |
4 |
10 |
3 |
3 |
10 |
7 |
1 |
| 3 |
Former |
37 |
Travel_Rarely |
Research & Development |
Associate Degree |
Other |
Male |
Laboratory Technician |
Satisfied |
Single |
2090 |
6 |
15 |
1 |
7 |
3 |
3 |
0 |
0 |
0 |
| 4 |
Current |
33 |
Travel_Frequently |
Research & Development |
Graduate Degree |
Life Sciences |
Female |
Research Scientist |
Satisfied |
Married |
2909 |
1 |
11 |
3 |
8 |
3 |
3 |
8 |
7 |
3 |
| 5 |
Current |
27 |
Travel_Rarely |
Research & Development |
High School or Equivalent |
Medical |
Male |
Laboratory Technician |
Somewhat Satisfied |
Married |
3468 |
9 |
12 |
3 |
6 |
3 |
3 |
2 |
2 |
2 |
| 6 |
Current |
32 |
Travel_Frequently |
Research & Development |
Associate Degree |
Life Sciences |
Male |
Laboratory Technician |
Very Satisfied |
Single |
3068 |
0 |
13 |
3 |
8 |
2 |
2 |
7 |
7 |
3 |
| 7 |
Current |
59 |
Travel_Rarely |
Research & Development |
Undergraduate Degree |
Medical |
Female |
Laboratory Technician |
Unsatisfied |
Married |
2670 |
4 |
20 |
1 |
12 |
3 |
2 |
1 |
0 |
0 |
| 8 |
Current |
30 |
Travel_Rarely |
Research & Development |
High School or Equivalent |
Life Sciences |
Male |
Laboratory Technician |
Satisfied |
Divorced |
2693 |
1 |
22 |
4 |
1 |
2 |
3 |
1 |
0 |
0 |
| 9 |
Current |
38 |
Travel_Frequently |
Research & Development |
Undergraduate Degree |
Life Sciences |
Male |
Manufacturing Director |
Satisfied |
Single |
9526 |
0 |
21 |
4 |
10 |
2 |
3 |
9 |
7 |
1 |
| 10 |
Current |
36 |
Travel_Rarely |
Research & Development |
Undergraduate Degree |
Medical |
Male |
Healthcare Representative |
Satisfied |
Married |
5237 |
6 |
13 |
3 |
17 |
3 |
2 |
7 |
7 |
7 |
| 11 |
Current |
35 |
Travel_Rarely |
Research & Development |
Undergraduate Degree |
Medical |
Male |
Laboratory Technician |
Somewhat Satisfied |
Married |
2426 |
0 |
13 |
3 |
6 |
5 |
3 |
5 |
4 |
0 |
| 12 |
Current |
29 |
Travel_Rarely |
Research & Development |
Associate Degree |
Life Sciences |
Female |
Laboratory Technician |
Satisfied |
Single |
4193 |
0 |
12 |
3 |
10 |
3 |
3 |
9 |
5 |
0 |
| 13 |
Current |
31 |
Travel_Rarely |
Research & Development |
High School or Equivalent |
Life Sciences |
Male |
Research Scientist |
Satisfied |
Divorced |
2911 |
1 |
17 |
3 |
5 |
1 |
2 |
5 |
2 |
4 |
| 14 |
Current |
34 |
Travel_Rarely |
Research & Development |
Associate Degree |
Medical |
Male |
Laboratory Technician |
Very Satisfied |
Divorced |
2661 |
0 |
11 |
3 |
3 |
2 |
3 |
2 |
2 |
1 |
| 15 |
Former |
28 |
Travel_Rarely |
Research & Development |
Undergraduate Degree |
Life Sciences |
Male |
Laboratory Technician |
Satisfied |
Single |
2028 |
5 |
14 |
3 |
6 |
4 |
3 |
4 |
2 |
0 |
| 16 |
Current |
29 |
Travel_Rarely |
Research & Development |
Graduate Degree |
Life Sciences |
Female |
Manufacturing Director |
Unsatisfied |
Divorced |
9980 |
1 |
11 |
3 |
10 |
1 |
3 |
10 |
9 |
8 |
| 17 |
Current |
32 |
Travel_Rarely |
Research & Development |
Associate Degree |
Life Sciences |
Male |
Research Scientist |
Somewhat Satisfied |
Divorced |
3298 |
0 |
12 |
3 |
7 |
5 |
2 |
6 |
2 |
0 |
| 18 |
Current |
22 |
Nontravel |
Research & Development |
Associate Degree |
Medical |
Male |
Laboratory Technician |
Very Satisfied |
Divorced |
2935 |
1 |
13 |
3 |
1 |
2 |
2 |
1 |
0 |
0 |
| 19 |
Current |
53 |
Travel_Rarely |
Sales |
Graduate Degree |
Life Sciences |
Female |
Manager |
Very Satisfied |
Married |
15427 |
2 |
16 |
3 |
31 |
3 |
3 |
15 |
8 |
3 |
| 20 |
Current |
38 |
Travel_Rarely |
Research & Development |
Undergraduate Degree |
Life Sciences |
Male |
Research Scientist |
Very Satisfied |
Single |
3944 |
5 |
11 |
2 |
6 |
3 |
3 |
3 |
2 |
1 |
| 21 |
Current |
24 |
Nontravel |
Research & Development |
Associate Degree |
Other |
Female |
Manufacturing Director |
Satisfied |
Divorced |
4011 |
0 |
18 |
3 |
5 |
5 |
2 |
4 |
2 |
1 |
| 22 |
Former |
36 |
Travel_Rarely |
Sales |
Graduate Degree |
Life Sciences |
Male |
Sales Representative |
Unsatisfied |
Single |
3407 |
7 |
23 |
4 |
10 |
4 |
3 |
5 |
3 |
0 |
| 23 |
Current |
34 |
Travel_Rarely |
Research & Development |
Graduate Degree |
Life Sciences |
Female |
Research Director |
Somewhat Satisfied |
Single |
11994 |
0 |
11 |
1 |
13 |
4 |
3 |
12 |
6 |
2 |
| 24 |
Current |
21 |
Travel_Rarely |
Research & Development |
Associate Degree |
Life Sciences |
Male |
Research Scientist |
Very Satisfied |
Single |
1232 |
1 |
14 |
1 |
0 |
6 |
3 |
0 |
0 |
0 |
| 25 |
Former |
34 |
Travel_Rarely |
Research & Development |
High School or Equivalent |
Medical |
Male |
Research Scientist |
Unsatisfied |
Single |
2960 |
2 |
11 |
3 |
8 |
2 |
3 |
4 |
2 |
1 |
| 26 |
Current |
53 |
Travel_Rarely |
Research & Development |
Undergraduate Degree |
Other |
Female |
Manager |
Satisfied |
Divorced |
19094 |
4 |
11 |
3 |
26 |
3 |
2 |
14 |
13 |
4 |
| 27 |
Former |
32 |
Travel_Frequently |
Research & Development |
High School or Equivalent |
Life Sciences |
Female |
Research Scientist |
Unsatisfied |
Single |
3919 |
1 |
22 |
4 |
10 |
5 |
3 |
10 |
2 |
6 |
| 28 |
Current |
42 |
Travel_Rarely |
Sales |
Graduate Degree |
Marketing |
Male |
Sales Executive |
Somewhat Satisfied |
Married |
6825 |
0 |
11 |
3 |
10 |
2 |
3 |
9 |
7 |
4 |
| 29 |
Current |
44 |
Travel_Rarely |
Research & Development |
Graduate Degree |
Medical |
Female |
Healthcare Representative |
Very Satisfied |
Married |
10248 |
3 |
14 |
3 |
24 |
4 |
3 |
22 |
6 |
5 |
| 30 |
Current |
46 |
Travel_Rarely |
Sales |
Graduate Degree |
Marketing |
Female |
Manager |
Unsatisfied |
Single |
18947 |
3 |
12 |
3 |
22 |
2 |
2 |
2 |
2 |
2 |
| 31 |
Current |
33 |
Travel_Rarely |
Research & Development |
Undergraduate Degree |
Medical |
Male |
Laboratory Technician |
Very Satisfied |
Single |
2496 |
4 |
11 |
3 |
7 |
3 |
3 |
1 |
1 |
0 |
| 32 |
Current |
44 |
Travel_Rarely |
Research & Development |
Graduate Degree |
Other |
Male |
Healthcare Representative |
Very Satisfied |
Married |
6465 |
2 |
13 |
3 |
9 |
5 |
4 |
4 |
2 |
1 |
| 33 |
Current |
30 |
Travel_Rarely |
Research & Development |
Associate Degree |
Medical |
Male |
Laboratory Technician |
Satisfied |
Single |
2206 |
1 |
13 |
3 |
10 |
5 |
3 |
10 |
0 |
1 |
| 34 |
Former |
39 |
Travel_Rarely |
Sales |
Undergraduate Degree |
Technical Degree |
Male |
Sales Representative |
Very Satisfied |
Married |
2086 |
3 |
14 |
3 |
19 |
6 |
4 |
1 |
0 |
0 |
| 35 |
Former |
24 |
Travel_Rarely |
Research & Development |
Undergraduate Degree |
Medical |
Male |
Research Scientist |
Very Satisfied |
Married |
2293 |
2 |
16 |
3 |
6 |
2 |
2 |
2 |
0 |
2 |
| 36 |
Current |
43 |
Travel_Rarely |
Research & Development |
Associate Degree |
Medical |
Female |
Research Scientist |
Satisfied |
Divorced |
2645 |
1 |
12 |
3 |
6 |
3 |
2 |
5 |
3 |
1 |
| 37 |
Former |
50 |
Travel_Rarely |
Sales |
Associate Degree |
Marketing |
Male |
Sales Representative |
Satisfied |
Married |
2683 |
1 |
14 |
3 |
3 |
2 |
3 |
3 |
2 |
0 |
| 38 |
Current |
35 |
Travel_Rarely |
Sales |
Undergraduate Degree |
Marketing |
Female |
Sales Representative |
Very Satisfied |
Married |
2014 |
1 |
13 |
3 |
2 |
3 |
3 |
2 |
2 |
2 |
| 39 |
Current |
36 |
Travel_Rarely |
Research & Development |
Graduate Degree |
Life Sciences |
Female |
Research Scientist |
Unsatisfied |
Married |
3419 |
9 |
14 |
3 |
6 |
3 |
4 |
1 |
1 |
0 |
| 40 |
Current |
33 |
Travel_Frequently |
Sales |
Undergraduate Degree |
Life Sciences |
Female |
Sales Executive |
Unsatisfied |
Married |
5376 |
2 |
19 |
3 |
10 |
3 |
3 |
5 |
3 |
1 |
| 41 |
Current |
35 |
Travel_Rarely |
Research & Development |
Associate Degree |
Other |
Male |
Laboratory Technician |
Very Satisfied |
Divorced |
1951 |
1 |
12 |
1 |
1 |
3 |
3 |
1 |
0 |
0 |
| 42 |
Current |
27 |
Travel_Rarely |
Research & Development |
Graduate Degree |
Life Sciences |
Female |
Laboratory Technician |
Unsatisfied |
Divorced |
2341 |
1 |
13 |
3 |
1 |
6 |
3 |
1 |
0 |
0 |
| 43 |
Former |
26 |
Travel_Rarely |
Research & Development |
Undergraduate Degree |
Life Sciences |
Male |
Laboratory Technician |
Satisfied |
Single |
2293 |
1 |
12 |
1 |
1 |
2 |
2 |
1 |
0 |
0 |
| 44 |
Current |
27 |
Travel_Frequently |
Sales |
Undergraduate Degree |
Life Sciences |
Male |
Sales Executive |
Satisfied |
Single |
8726 |
1 |
15 |
3 |
9 |
0 |
3 |
9 |
8 |
1 |
| 45 |
Current |
30 |
Travel_Frequently |
Research & Development |
Associate Degree |
Medical |
Female |
Laboratory Technician |
Very Satisfied |
Single |
4011 |
1 |
23 |
4 |
12 |
2 |
3 |
12 |
8 |
3 |
| 46 |
Former |
41 |
Travel_Rarely |
Research & Development |
Undergraduate Degree |
Technical Degree |
Female |
Research Director |
Satisfied |
Married |
19545 |
1 |
12 |
3 |
23 |
0 |
3 |
22 |
15 |
15 |
| 47 |
Current |
34 |
Nontravel |
Sales |
Graduate Degree |
Marketing |
Male |
Sales Executive |
Satisfied |
Single |
4568 |
0 |
20 |
4 |
10 |
2 |
3 |
9 |
5 |
8 |
| 48 |
Current |
37 |
Travel_Rarely |
Research & Development |
Associate Degree |
Life Sciences |
Male |
Research Scientist |
Somewhat Satisfied |
Married |
3022 |
4 |
21 |
2 |
8 |
1 |
3 |
1 |
0 |
0 |
| 49 |
Current |
46 |
Travel_Frequently |
Sales |
Graduate Degree |
Marketing |
Male |
Sales Executive |
Very Satisfied |
Single |
5772 |
4 |
21 |
4 |
14 |
4 |
3 |
9 |
6 |
0 |
| 50 |
Current |
35 |
Travel_Rarely |
Research & Development |
High School or Equivalent |
Life Sciences |
Male |
Laboratory Technician |
Very Satisfied |
Married |
2269 |
1 |
19 |
3 |
1 |
2 |
3 |
1 |
0 |
0 |
| 51 |
Former |
48 |
Travel_Rarely |
Research & Development |
Associate Degree |
Life Sciences |
Male |
Laboratory Technician |
Satisfied |
Single |
5381 |
9 |
13 |
3 |
23 |
2 |
3 |
1 |
0 |
0 |
| 52 |
Former |
28 |
Travel_Rarely |
Research & Development |
Graduate Degree |
Technical Degree |
Male |
Laboratory Technician |
Satisfied |
Single |
3441 |
1 |
13 |
3 |
2 |
3 |
2 |
2 |
2 |
2 |
| 53 |
Current |
44 |
Travel_Rarely |
Sales |
Doctorate |
Marketing |
Female |
Sales Executive |
Unsatisfied |
Divorced |
5454 |
5 |
21 |
4 |
9 |
2 |
2 |
4 |
3 |
1 |
| 54 |
Current |
35 |
Nontravel |
Research & Development |
Associate Degree |
Medical |
Male |
Healthcare Representative |
Unsatisfied |
Married |
9884 |
2 |
13 |
3 |
10 |
3 |
3 |
4 |
0 |
2 |
| 55 |
Current |
26 |
Travel_Rarely |
Sales |
Undergraduate Degree |
Marketing |
Female |
Sales Executive |
Very Satisfied |
Married |
4157 |
7 |
19 |
3 |
5 |
2 |
2 |
2 |
2 |
0 |
| 56 |
Current |
33 |
Travel_Frequently |
Research & Development |
Associate Degree |
Life Sciences |
Female |
Research Director |
Very Satisfied |
Single |
13458 |
1 |
12 |
1 |
15 |
1 |
3 |
15 |
14 |
8 |
| 57 |
Current |
35 |
Travel_Frequently |
Sales |
Doctorate |
Life Sciences |
Male |
Sales Executive |
Unsatisfied |
Married |
9069 |
1 |
22 |
4 |
9 |
3 |
2 |
9 |
8 |
1 |
| 58 |
Current |
35 |
Travel_Rarely |
Research & Development |
Graduate Degree |
Medical |
Female |
Laboratory Technician |
Unsatisfied |
Married |
4014 |
3 |
15 |
3 |
4 |
3 |
3 |
2 |
2 |
2 |
| 59 |
Current |
31 |
Travel_Rarely |
Research & Development |
Graduate Degree |
Life Sciences |
Male |
Laboratory Technician |
Very Satisfied |
Divorced |
5915 |
3 |
22 |
2 |
10 |
3 |
2 |
7 |
7 |
1 |
| 60 |
Current |
37 |
Travel_Rarely |
Research & Development |
Graduate Degree |
Life Sciences |
Male |
Manufacturing Director |
Satisfied |
Divorced |
5993 |
1 |
18 |
3 |
7 |
2 |
4 |
7 |
5 |
0 |
| 61 |
Current |
32 |
Travel_Rarely |
Research & Development |
Undergraduate Degree |
Medical |
Male |
Manufacturing Director |
Very Satisfied |
Married |
6162 |
1 |
22 |
4 |
9 |
3 |
3 |
9 |
8 |
7 |
| 62 |
Current |
38 |
Travel_Frequently |
Research & Development |
Doctorate |
Life Sciences |
Female |
Laboratory Technician |
Very Satisfied |
Single |
2406 |
1 |
11 |
3 |
10 |
2 |
3 |
10 |
3 |
9 |
| 63 |
Current |
50 |
Travel_Rarely |
Research & Development |
Associate Degree |
Medical |
Female |
Research Director |
Satisfied |
Divorced |
18740 |
5 |
12 |
3 |
29 |
2 |
2 |
17 |
3 |
13 |
| 64 |
Current |
59 |
Travel_Rarely |
Sales |
Undergraduate Degree |
Life Sciences |
Female |
Sales Executive |
Unsatisfied |
Single |
7637 |
7 |
11 |
3 |
28 |
3 |
2 |
21 |
16 |
7 |
| 65 |
Current |
36 |
Travel_Rarely |
Research & Development |
Undergraduate Degree |
Technical Degree |
Female |
Healthcare Representative |
Satisfied |
Divorced |
10096 |
1 |
13 |
3 |
17 |
2 |
3 |
17 |
14 |
12 |
| 66 |
Current |
55 |
Travel_Rarely |
Research & Development |
Undergraduate Degree |
Medical |
Female |
Manager |
Satisfied |
Divorced |
14756 |
2 |
14 |
3 |
21 |
2 |
3 |
5 |
0 |
0 |
| 67 |
Current |
36 |
Travel_Frequently |
Research & Development |
Undergraduate Degree |
Life Sciences |
Male |
Manufacturing Director |
Somewhat Satisfied |
Single |
6499 |
1 |
13 |
3 |
6 |
3 |
3 |
6 |
5 |
0 |
| 68 |
Current |
45 |
Travel_Rarely |
Research & Development |
Undergraduate Degree |
Life Sciences |
Male |
Research Scientist |
Unsatisfied |
Divorced |
9724 |
2 |
17 |
1 |
25 |
2 |
3 |
1 |
0 |
0 |
| 69 |
Current |
35 |
Travel_Frequently |
Research & Development |
Undergraduate Degree |
Medical |
Male |
Research Scientist |
Unsatisfied |
Married |
2194 |
4 |
13 |
1 |
5 |
2 |
2 |
3 |
2 |
1 |
| 70 |
Former |
36 |
Travel_Rarely |
Research & Development |
Undergraduate Degree |
Medical |
Male |
Research Scientist |
Satisfied |
Married |
3388 |
0 |
17 |
3 |
2 |
0 |
2 |
1 |
0 |
0 |
| 71 |
Current |
59 |
Travel_Frequently |
Sales |
High School or Equivalent |
Life Sciences |
Female |
Sales Executive |
Satisfied |
Single |
5473 |
7 |
11 |
3 |
20 |
2 |
2 |
4 |
3 |
1 |
| 72 |
Current |
29 |
Travel_Rarely |
Research & Development |
Undergraduate Degree |
Life Sciences |
Male |
Research Scientist |
Somewhat Satisfied |
Married |
2703 |
0 |
23 |
2 |
6 |
3 |
3 |
5 |
4 |
0 |
| 73 |
Current |
31 |
Travel_Rarely |
Research & Development |
Graduate Degree |
Medical |
Male |
Research Scientist |
Somewhat Satisfied |
Single |
2501 |
1 |
17 |
3 |
1 |
4 |
3 |
1 |
1 |
1 |
| 74 |
Current |
32 |
Travel_Rarely |
Research & Development |
Undergraduate Degree |
Life Sciences |
Male |
Research Scientist |
Somewhat Satisfied |
Married |
6220 |
1 |
17 |
3 |
10 |
3 |
3 |
10 |
4 |
0 |
| 75 |
Current |
36 |
Travel_Rarely |
Research & Development |
Undergraduate Degree |
Life Sciences |
Female |
Laboratory Technician |
Very Satisfied |
Married |
3038 |
3 |
12 |
3 |
5 |
3 |
3 |
1 |
0 |
0 |
| 76 |
Current |
31 |
Travel_Rarely |
Research & Development |
Graduate Degree |
Life Sciences |
Female |
Manufacturing Director |
Very Satisfied |
Single |
4424 |
1 |
23 |
4 |
11 |
2 |
3 |
11 |
7 |
1 |
| 77 |
Current |
35 |
Travel_Rarely |
Sales |
Graduate Degree |
Marketing |
Male |
Sales Executive |
Unsatisfied |
Single |
4312 |
0 |
14 |
3 |
16 |
2 |
3 |
15 |
13 |
2 |
| 78 |
Current |
45 |
Travel_Rarely |
Research & Development |
Graduate Degree |
Other |
Male |
Research Director |
Unsatisfied |
Married |
13245 |
4 |
14 |
3 |
17 |
3 |
4 |
0 |
0 |
0 |
| 79 |
Current |
37 |
Travel_Rarely |
Research & Development |
Graduate Degree |
Medical |
Male |
Research Director |
Satisfied |
Single |
13664 |
4 |
13 |
3 |
16 |
3 |
4 |
5 |
2 |
0 |
| 80 |
Current |
46 |
Travel_Rarely |
Human Resources |
Associate Degree |
Medical |
Male |
Human Resources |
Somewhat Satisfied |
Divorced |
5021 |
8 |
22 |
4 |
16 |
2 |
3 |
4 |
2 |
0 |
| 81 |
Current |
30 |
Travel_Rarely |
Research & Development |
High School or Equivalent |
Life Sciences |
Male |
Laboratory Technician |
Very Satisfied |
Married |
5126 |
1 |
12 |
3 |
10 |
1 |
2 |
10 |
8 |
3 |
| 82 |
Current |
35 |
Travel_Rarely |
Research & Development |
Undergraduate Degree |
Medical |
Male |
Research Scientist |
Satisfied |
Single |
2859 |
1 |
18 |
3 |
6 |
3 |
3 |
6 |
4 |
0 |
| 83 |
Current |
55 |
Travel_Rarely |
Sales |
Associate Degree |
Life Sciences |
Male |
Sales Executive |
Very Satisfied |
Married |
10239 |
3 |
14 |
3 |
24 |
4 |
3 |
1 |
0 |
1 |
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