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Age
int64 18
60
| BusinessTravel_Num
int64 0
2
| DailyRate
int64 102
1.5k
| Department_Num
int64 0
2
| DistanceFromHome
int64 1
29
| EnvironmentSatisfaction
int64 1
4
| JobInvolvement
int64 1
4
| JobLevel
int64 1
5
| JobRole_Num
int64 0
8
| JobSatisfaction
int64 1
4
| MaritalStatus_Num
int64 0
2
| MonthlyIncome
int64 1.05k
20k
| TotalWorkingYears
int64 0
40
| YearsAtCompany
int64 0
36
| YearsInCurrentRole
int64 0
18
| YearsSinceLastPromotion
int64 0
15
| YearsWithCurrManager
int64 0
17
| Attrition_Num
int64 0
1
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
34 | 2 | 1,480 | 2 | 4 | 3 | 3 | 3 | 7 | 4 | 1 | 9,713 | 9 | 5 | 3 | 1 | 0 | 0 |
19 | 2 | 489 | 0 | 2 | 1 | 2 | 1 | 1 | 4 | 2 | 2,564 | 1 | 1 | 0 | 0 | 0 | 1 |
36 | 2 | 329 | 2 | 16 | 3 | 2 | 2 | 7 | 1 | 1 | 5,647 | 11 | 3 | 2 | 0 | 2 | 0 |
53 | 2 | 1,219 | 2 | 2 | 1 | 2 | 4 | 3 | 4 | 1 | 15,427 | 31 | 25 | 8 | 3 | 7 | 0 |
52 | 0 | 771 | 2 | 2 | 1 | 2 | 5 | 3 | 3 | 2 | 19,068 | 33 | 33 | 7 | 15 | 12 | 0 |
44 | 0 | 489 | 1 | 23 | 2 | 3 | 2 | 2 | 2 | 1 | 2,042 | 17 | 3 | 2 | 1 | 2 | 0 |
45 | 0 | 248 | 1 | 23 | 4 | 3 | 2 | 2 | 1 | 1 | 3,633 | 9 | 9 | 8 | 0 | 8 | 0 |
18 | 0 | 1,124 | 1 | 1 | 4 | 3 | 1 | 2 | 4 | 2 | 1,611 | 0 | 0 | 0 | 0 | 0 | 0 |
36 | 2 | 938 | 1 | 2 | 3 | 3 | 1 | 2 | 3 | 2 | 2,519 | 16 | 11 | 8 | 3 | 9 | 0 |
27 | 0 | 210 | 2 | 1 | 3 | 3 | 2 | 7 | 2 | 1 | 6,349 | 6 | 5 | 4 | 1 | 4 | 0 |
55 | 2 | 267 | 2 | 13 | 1 | 4 | 4 | 7 | 3 | 2 | 13,695 | 24 | 19 | 7 | 3 | 8 | 1 |
21 | 2 | 391 | 1 | 15 | 3 | 3 | 1 | 6 | 4 | 2 | 1,232 | 0 | 0 | 0 | 0 | 0 | 0 |
33 | 2 | 586 | 2 | 1 | 1 | 4 | 2 | 7 | 1 | 0 | 4,037 | 9 | 9 | 8 | 0 | 8 | 0 |
35 | 2 | 1,343 | 1 | 27 | 3 | 2 | 1 | 6 | 1 | 2 | 2,559 | 6 | 6 | 5 | 1 | 1 | 0 |
35 | 0 | 727 | 1 | 3 | 3 | 2 | 1 | 2 | 3 | 1 | 1,281 | 1 | 1 | 0 | 0 | 0 | 0 |
46 | 1 | 638 | 1 | 1 | 3 | 2 | 3 | 0 | 1 | 1 | 10,673 | 21 | 10 | 9 | 9 | 5 | 0 |
59 | 0 | 1,420 | 0 | 2 | 3 | 2 | 5 | 3 | 4 | 1 | 18,844 | 30 | 3 | 2 | 2 | 2 | 0 |
35 | 2 | 622 | 1 | 14 | 3 | 2 | 1 | 2 | 2 | 0 | 3,743 | 5 | 4 | 2 | 0 | 2 | 1 |
20 | 1 | 871 | 1 | 6 | 4 | 2 | 1 | 2 | 4 | 2 | 2,926 | 1 | 1 | 0 | 1 | 0 | 1 |
25 | 2 | 309 | 0 | 2 | 3 | 3 | 1 | 1 | 2 | 1 | 2,187 | 6 | 2 | 0 | 1 | 2 | 0 |
22 | 2 | 581 | 1 | 1 | 4 | 3 | 1 | 6 | 3 | 2 | 3,375 | 4 | 3 | 2 | 1 | 2 | 0 |
52 | 2 | 1,053 | 1 | 1 | 4 | 3 | 4 | 3 | 4 | 1 | 17,099 | 26 | 9 | 8 | 7 | 8 | 0 |
43 | 0 | 343 | 1 | 9 | 1 | 3 | 1 | 6 | 3 | 2 | 2,438 | 7 | 3 | 2 | 1 | 2 | 0 |
34 | 1 | 426 | 1 | 10 | 3 | 4 | 2 | 4 | 4 | 0 | 4,724 | 9 | 9 | 7 | 7 | 2 | 0 |
40 | 2 | 1,329 | 1 | 7 | 1 | 3 | 1 | 2 | 1 | 2 | 2,166 | 10 | 4 | 2 | 0 | 3 | 1 |
36 | 2 | 318 | 1 | 9 | 4 | 2 | 1 | 6 | 3 | 1 | 3,388 | 2 | 1 | 0 | 0 | 0 | 1 |
53 | 2 | 1,070 | 1 | 3 | 3 | 3 | 4 | 5 | 3 | 1 | 17,584 | 21 | 5 | 3 | 1 | 3 | 0 |
36 | 2 | 325 | 1 | 10 | 4 | 3 | 3 | 0 | 3 | 1 | 7,094 | 10 | 7 | 7 | 1 | 7 | 0 |
35 | 2 | 776 | 2 | 1 | 3 | 2 | 2 | 7 | 1 | 2 | 4,312 | 16 | 15 | 13 | 2 | 8 | 0 |
31 | 2 | 1,276 | 1 | 2 | 4 | 1 | 1 | 2 | 4 | 0 | 1,129 | 1 | 1 | 0 | 0 | 0 | 0 |
34 | 2 | 131 | 2 | 2 | 3 | 3 | 2 | 7 | 1 | 2 | 4,538 | 4 | 3 | 2 | 0 | 2 | 0 |
41 | 2 | 896 | 2 | 6 | 4 | 3 | 3 | 3 | 4 | 2 | 13,591 | 16 | 1 | 0 | 0 | 0 | 0 |
30 | 2 | 1,427 | 1 | 2 | 2 | 2 | 1 | 2 | 4 | 2 | 2,720 | 6 | 5 | 3 | 1 | 2 | 0 |
47 | 2 | 703 | 2 | 14 | 4 | 3 | 2 | 7 | 1 | 2 | 4,960 | 20 | 7 | 7 | 1 | 7 | 0 |
47 | 2 | 249 | 2 | 2 | 3 | 3 | 2 | 7 | 4 | 1 | 4,537 | 8 | 7 | 6 | 7 | 7 | 0 |
35 | 1 | 664 | 1 | 1 | 2 | 3 | 1 | 6 | 1 | 1 | 2,194 | 5 | 3 | 2 | 1 | 2 | 0 |
31 | 2 | 1,365 | 2 | 13 | 2 | 3 | 2 | 7 | 1 | 0 | 4,233 | 9 | 3 | 1 | 1 | 2 | 1 |
38 | 2 | 364 | 1 | 3 | 4 | 3 | 2 | 6 | 3 | 2 | 4,317 | 19 | 3 | 2 | 2 | 2 | 0 |
37 | 2 | 161 | 1 | 10 | 3 | 4 | 3 | 5 | 4 | 1 | 13,744 | 16 | 16 | 11 | 6 | 8 | 0 |
28 | 2 | 1,423 | 1 | 1 | 1 | 2 | 1 | 6 | 3 | 0 | 1,563 | 1 | 1 | 0 | 0 | 0 | 0 |
33 | 1 | 430 | 2 | 7 | 4 | 3 | 2 | 7 | 1 | 1 | 4,373 | 5 | 4 | 3 | 0 | 3 | 0 |
27 | 2 | 269 | 1 | 5 | 3 | 2 | 3 | 5 | 4 | 0 | 12,808 | 9 | 9 | 8 | 0 | 8 | 0 |
24 | 2 | 350 | 1 | 21 | 3 | 2 | 1 | 2 | 1 | 0 | 2,296 | 2 | 1 | 1 | 0 | 0 | 0 |
35 | 2 | 619 | 2 | 1 | 2 | 3 | 2 | 7 | 3 | 1 | 4,717 | 15 | 11 | 9 | 6 | 9 | 0 |
53 | 1 | 124 | 2 | 2 | 3 | 2 | 3 | 7 | 2 | 1 | 7,525 | 30 | 15 | 7 | 6 | 12 | 0 |
36 | 2 | 1,456 | 2 | 13 | 2 | 2 | 2 | 7 | 1 | 0 | 6,134 | 16 | 2 | 2 | 2 | 2 | 1 |
32 | 2 | 964 | 2 | 1 | 1 | 1 | 2 | 7 | 2 | 2 | 6,735 | 10 | 0 | 0 | 0 | 0 | 1 |
18 | 1 | 544 | 2 | 3 | 2 | 3 | 1 | 8 | 4 | 2 | 1,569 | 0 | 0 | 0 | 0 | 0 | 1 |
51 | 2 | 770 | 0 | 5 | 3 | 3 | 4 | 3 | 2 | 0 | 14,026 | 33 | 33 | 9 | 0 | 10 | 0 |
45 | 0 | 336 | 2 | 26 | 1 | 2 | 2 | 7 | 1 | 1 | 4,385 | 10 | 10 | 7 | 4 | 5 | 0 |
38 | 2 | 243 | 2 | 7 | 4 | 2 | 2 | 7 | 4 | 2 | 4,028 | 8 | 7 | 7 | 0 | 5 | 0 |
38 | 1 | 240 | 1 | 2 | 1 | 4 | 2 | 4 | 1 | 2 | 5,980 | 17 | 15 | 7 | 4 | 12 | 0 |
52 | 0 | 715 | 1 | 19 | 4 | 3 | 1 | 6 | 4 | 1 | 4,258 | 5 | 4 | 3 | 1 | 2 | 0 |
58 | 2 | 1,055 | 1 | 1 | 4 | 3 | 5 | 5 | 1 | 1 | 19,701 | 32 | 9 | 8 | 1 | 5 | 0 |
34 | 2 | 1,031 | 1 | 6 | 3 | 2 | 2 | 6 | 2 | 0 | 4,505 | 12 | 1 | 0 | 0 | 0 | 0 |
51 | 2 | 684 | 1 | 6 | 1 | 3 | 5 | 5 | 3 | 2 | 19,537 | 23 | 20 | 18 | 15 | 15 | 0 |
36 | 2 | 132 | 1 | 6 | 2 | 4 | 1 | 2 | 4 | 1 | 3,038 | 5 | 1 | 0 | 0 | 0 | 0 |
19 | 2 | 303 | 1 | 2 | 2 | 2 | 1 | 2 | 4 | 2 | 1,102 | 1 | 1 | 0 | 1 | 0 | 1 |
50 | 1 | 959 | 2 | 1 | 4 | 3 | 2 | 7 | 3 | 2 | 4,728 | 5 | 0 | 0 | 0 | 0 | 1 |
39 | 2 | 1,329 | 2 | 4 | 4 | 2 | 2 | 7 | 3 | 1 | 5,902 | 17 | 15 | 11 | 5 | 9 | 0 |
37 | 2 | 1,372 | 1 | 1 | 4 | 3 | 1 | 6 | 4 | 2 | 2,115 | 17 | 17 | 12 | 5 | 7 | 0 |
38 | 2 | 1,495 | 1 | 10 | 3 | 3 | 2 | 0 | 3 | 1 | 9,824 | 18 | 1 | 0 | 0 | 0 | 0 |
45 | 2 | 1,316 | 1 | 29 | 3 | 3 | 1 | 6 | 4 | 2 | 3,452 | 9 | 6 | 5 | 0 | 3 | 0 |
49 | 1 | 1,064 | 1 | 2 | 2 | 3 | 5 | 5 | 4 | 1 | 19,161 | 28 | 5 | 4 | 4 | 3 | 0 |
54 | 1 | 928 | 1 | 20 | 4 | 3 | 2 | 6 | 3 | 2 | 4,869 | 20 | 4 | 3 | 0 | 3 | 0 |
33 | 2 | 147 | 0 | 2 | 2 | 3 | 1 | 1 | 3 | 1 | 3,600 | 5 | 5 | 4 | 1 | 4 | 0 |
41 | 2 | 483 | 1 | 6 | 4 | 2 | 2 | 4 | 2 | 2 | 6,032 | 8 | 5 | 4 | 1 | 2 | 0 |
34 | 2 | 507 | 2 | 15 | 3 | 3 | 2 | 7 | 1 | 2 | 6,125 | 10 | 10 | 8 | 9 | 6 | 0 |
27 | 2 | 1,220 | 1 | 5 | 3 | 3 | 1 | 6 | 2 | 2 | 2,478 | 4 | 4 | 3 | 1 | 2 | 0 |
44 | 2 | 921 | 1 | 2 | 3 | 4 | 3 | 0 | 4 | 1 | 7,879 | 9 | 8 | 7 | 6 | 7 | 0 |
28 | 2 | 890 | 1 | 2 | 3 | 3 | 1 | 6 | 3 | 2 | 4,382 | 5 | 2 | 2 | 2 | 1 | 1 |
39 | 0 | 1,485 | 1 | 25 | 3 | 3 | 3 | 0 | 3 | 1 | 10,920 | 13 | 6 | 4 | 0 | 5 | 0 |
37 | 0 | 728 | 1 | 1 | 1 | 3 | 3 | 5 | 4 | 0 | 13,603 | 15 | 5 | 2 | 0 | 2 | 0 |
28 | 2 | 103 | 1 | 24 | 3 | 2 | 1 | 2 | 3 | 2 | 2,028 | 6 | 4 | 2 | 0 | 3 | 1 |
36 | 0 | 217 | 1 | 18 | 1 | 3 | 2 | 4 | 4 | 2 | 7,779 | 18 | 11 | 9 | 0 | 9 | 0 |
34 | 1 | 135 | 1 | 19 | 3 | 3 | 2 | 2 | 2 | 0 | 4,444 | 15 | 11 | 8 | 5 | 10 | 0 |
45 | 2 | 549 | 1 | 8 | 4 | 3 | 2 | 6 | 4 | 1 | 3,697 | 12 | 10 | 9 | 9 | 8 | 0 |
32 | 1 | 430 | 1 | 24 | 1 | 3 | 2 | 2 | 4 | 1 | 5,309 | 10 | 10 | 8 | 4 | 7 | 0 |
39 | 0 | 439 | 1 | 9 | 3 | 3 | 2 | 2 | 2 | 2 | 6,782 | 9 | 5 | 4 | 0 | 3 | 0 |
30 | 2 | 921 | 1 | 1 | 4 | 1 | 1 | 2 | 3 | 1 | 3,833 | 7 | 2 | 2 | 0 | 2 | 0 |
41 | 1 | 1,200 | 1 | 22 | 4 | 3 | 2 | 6 | 4 | 0 | 5,467 | 12 | 6 | 2 | 3 | 3 | 0 |
51 | 2 | 432 | 1 | 9 | 4 | 3 | 1 | 2 | 4 | 1 | 2,075 | 10 | 4 | 2 | 0 | 3 | 0 |
28 | 2 | 950 | 1 | 3 | 4 | 3 | 3 | 4 | 2 | 0 | 7,655 | 10 | 9 | 7 | 1 | 7 | 0 |
45 | 1 | 364 | 1 | 25 | 2 | 3 | 5 | 3 | 2 | 2 | 18,061 | 22 | 0 | 0 | 0 | 0 | 0 |
30 | 2 | 852 | 1 | 1 | 4 | 2 | 2 | 2 | 4 | 1 | 5,126 | 10 | 10 | 8 | 3 | 0 | 0 |
51 | 2 | 1,469 | 1 | 8 | 2 | 2 | 3 | 5 | 2 | 1 | 12,490 | 16 | 10 | 9 | 4 | 7 | 0 |
38 | 1 | 148 | 1 | 2 | 4 | 2 | 1 | 2 | 2 | 2 | 2,440 | 4 | 4 | 3 | 3 | 3 | 0 |
35 | 2 | 1,315 | 1 | 22 | 2 | 4 | 3 | 3 | 2 | 0 | 11,996 | 10 | 7 | 7 | 6 | 2 | 0 |
37 | 2 | 1,192 | 1 | 5 | 4 | 3 | 2 | 4 | 4 | 0 | 6,347 | 8 | 6 | 2 | 0 | 4 | 0 |
31 | 2 | 1,398 | 0 | 8 | 4 | 4 | 1 | 1 | 2 | 2 | 2,109 | 8 | 3 | 2 | 0 | 2 | 0 |
29 | 0 | 746 | 2 | 2 | 4 | 3 | 2 | 7 | 3 | 1 | 4,649 | 4 | 4 | 3 | 0 | 2 | 0 |
40 | 2 | 896 | 1 | 2 | 3 | 3 | 1 | 6 | 3 | 0 | 2,345 | 8 | 3 | 1 | 1 | 2 | 0 |
31 | 0 | 587 | 2 | 2 | 4 | 3 | 3 | 7 | 3 | 0 | 9,852 | 10 | 10 | 8 | 9 | 6 | 0 |
42 | 2 | 419 | 2 | 12 | 2 | 3 | 2 | 7 | 4 | 0 | 5,087 | 14 | 0 | 0 | 0 | 0 | 0 |
45 | 0 | 1,238 | 1 | 1 | 3 | 2 | 3 | 0 | 3 | 1 | 10,748 | 25 | 23 | 15 | 14 | 4 | 0 |
40 | 0 | 1,479 | 2 | 24 | 2 | 4 | 4 | 7 | 2 | 2 | 13,194 | 22 | 1 | 0 | 0 | 0 | 1 |
38 | 2 | 1,404 | 2 | 1 | 1 | 2 | 1 | 8 | 1 | 2 | 2,858 | 20 | 1 | 0 | 0 | 0 | 0 |
35 | 2 | 384 | 2 | 8 | 1 | 3 | 1 | 8 | 4 | 1 | 2,572 | 3 | 3 | 2 | 0 | 2 | 0 |
34 | 2 | 182 | 1 | 1 | 2 | 4 | 1 | 6 | 4 | 2 | 3,280 | 10 | 4 | 2 | 1 | 3 | 0 |
41 | 2 | 1,206 | 2 | 23 | 4 | 3 | 3 | 7 | 3 | 2 | 7,082 | 21 | 2 | 0 | 0 | 2 | 0 |