ID
int64 100k
104k
| AGE
int64 18
50
| INCOME
int64 15k
59.9k
| GENDER
stringclasses 2
values | MARITAL
stringclasses 3
values | NUMKIDS
int64 0
4
| NUMCARDS
int64 0
6
| HOWPAID
stringclasses 2
values | MORTGAGE
stringclasses 2
values | STORECAR
int64 0
5
| LOANS
int64 0
3
| RISK
stringclasses 3
values |
|---|---|---|---|---|---|---|---|---|---|---|---|
100,756 | 44 | 59,944 | m | married | 1 | 2 | monthly | y | 2 | 0 | good risk |
100,668 | 35 | 59,692 | m | married | 1 | 1 | monthly | y | 1 | 0 | bad loss |
100,416 | 34 | 59,463 | m | married | 0 | 2 | monthly | y | 1 | 1 | bad loss |
100,590 | 39 | 59,393 | f | married | 0 | 2 | monthly | y | 1 | 0 | good risk |
100,702 | 42 | 59,201 | m | married | 0 | 1 | monthly | y | 2 | 0 | good risk |
100,319 | 31 | 59,193 | f | married | 1 | 2 | monthly | y | 1 | 1 | good risk |
100,666 | 28 | 59,179 | m | married | 1 | 1 | monthly | y | 2 | 1 | bad loss |
100,389 | 30 | 59,036 | m | married | 1 | 1 | monthly | y | 2 | 1 | good risk |
100,758 | 38 | 58,914 | m | married | 0 | 1 | monthly | y | 1 | 1 | bad profit |
100,695 | 36 | 58,878 | f | married | 1 | 1 | monthly | y | 1 | 0 | bad profit |
100,769 | 44 | 58,529 | m | married | 0 | 1 | monthly | y | 1 | 0 | bad loss |
100,414 | 34 | 58,026 | m | married | 0 | 1 | monthly | y | 2 | 0 | good risk |
100,354 | 32 | 57,718 | m | married | 1 | 2 | monthly | y | 1 | 1 | bad profit |
100,567 | 38 | 57,683 | f | married | 1 | 1 | monthly | y | 2 | 1 | bad loss |
100,728 | 28 | 57,623 | m | married | 1 | 1 | monthly | y | 1 | 1 | bad loss |
100,665 | 41 | 57,520 | f | married | 1 | 1 | monthly | y | 1 | 0 | bad loss |
100,730 | 43 | 57,388 | f | married | 0 | 1 | monthly | y | 1 | 0 | bad loss |
100,412 | 34 | 56,891 | m | married | 1 | 1 | monthly | y | 2 | 1 | bad profit |
100,374 | 33 | 56,849 | m | married | 1 | 1 | monthly | y | 1 | 1 | good risk |
100,566 | 38 | 56,590 | m | married | 0 | 2 | monthly | y | 1 | 0 | bad loss |
100,421 | 34 | 56,486 | m | married | 0 | 1 | monthly | y | 1 | 1 | bad profit |
100,670 | 41 | 56,470 | m | married | 0 | 2 | monthly | y | 1 | 0 | bad loss |
100,379 | 33 | 56,087 | m | married | 1 | 2 | monthly | y | 1 | 1 | bad profit |
100,292 | 30 | 56,087 | f | married | 0 | 1 | monthly | y | 1 | 1 | bad profit |
100,294 | 30 | 55,642 | f | married | 1 | 2 | monthly | y | 1 | 0 | good risk |
100,570 | 38 | 55,565 | m | married | 1 | 2 | monthly | y | 1 | 0 | good risk |
100,425 | 34 | 55,497 | m | married | 1 | 1 | monthly | y | 2 | 1 | bad profit |
100,592 | 39 | 55,390 | f | married | 0 | 1 | monthly | y | 1 | 0 | bad profit |
100,601 | 39 | 55,215 | m | married | 0 | 2 | monthly | y | 2 | 0 | good risk |
100,486 | 36 | 54,938 | m | married | 0 | 2 | monthly | y | 1 | 0 | good risk |
100,348 | 32 | 54,792 | m | married | 1 | 1 | monthly | y | 2 | 0 | good risk |
100,450 | 35 | 54,673 | f | married | 1 | 2 | monthly | y | 2 | 1 | bad profit |
100,629 | 28 | 54,671 | m | married | 0 | 2 | monthly | y | 1 | 0 | good risk |
100,757 | 44 | 54,451 | m | married | 0 | 1 | monthly | y | 2 | 1 | good risk |
100,488 | 36 | 54,021 | m | married | 1 | 1 | monthly | y | 2 | 1 | bad profit |
100,383 | 33 | 54,013 | f | married | 0 | 1 | monthly | y | 2 | 0 | good risk |
100,770 | 44 | 53,983 | f | married | 1 | 2 | monthly | y | 2 | 0 | bad profit |
100,795 | 45 | 53,842 | f | married | 0 | 2 | monthly | y | 1 | 0 | good risk |
100,597 | 39 | 53,731 | m | married | 0 | 2 | monthly | y | 2 | 1 | good risk |
100,794 | 45 | 53,704 | m | married | 1 | 2 | monthly | y | 2 | 1 | good risk |
100,755 | 44 | 53,660 | f | married | 1 | 1 | monthly | y | 1 | 1 | good risk |
100,492 | 36 | 53,365 | m | married | 0 | 1 | monthly | y | 2 | 0 | bad profit |
100,694 | 42 | 53,307 | m | married | 0 | 2 | monthly | y | 1 | 1 | bad loss |
100,448 | 35 | 53,201 | m | married | 0 | 1 | monthly | y | 2 | 0 | good risk |
100,384 | 33 | 53,195 | m | married | 1 | 2 | monthly | y | 1 | 1 | good risk |
100,630 | 40 | 53,180 | f | married | 1 | 2 | monthly | y | 1 | 0 | good risk |
100,381 | 33 | 53,115 | f | married | 0 | 2 | monthly | y | 1 | 0 | bad loss |
100,350 | 32 | 52,973 | m | married | 1 | 1 | monthly | y | 1 | 0 | bad profit |
100,352 | 32 | 52,961 | f | married | 1 | 1 | monthly | y | 2 | 1 | bad profit |
100,385 | 33 | 52,896 | m | married | 0 | 2 | monthly | y | 2 | 1 | bad profit |
100,325 | 31 | 52,540 | f | married | 0 | 2 | monthly | y | 1 | 0 | bad profit |
100,599 | 39 | 52,495 | f | married | 1 | 2 | monthly | y | 1 | 1 | good risk |
100,603 | 39 | 52,173 | f | married | 0 | 2 | monthly | y | 2 | 0 | bad profit |
100,727 | 36 | 51,939 | m | married | 0 | 1 | monthly | y | 1 | 0 | bad profit |
100,671 | 41 | 51,859 | f | married | 0 | 2 | monthly | y | 1 | 1 | bad profit |
100,765 | 44 | 51,498 | m | married | 0 | 1 | monthly | y | 2 | 1 | bad loss |
100,797 | 45 | 51,385 | f | married | 0 | 1 | monthly | y | 2 | 0 | good risk |
100,324 | 31 | 51,383 | f | married | 0 | 2 | monthly | y | 2 | 1 | bad profit |
100,662 | 37 | 50,833 | m | married | 1 | 1 | monthly | y | 2 | 1 | good risk |
100,754 | 44 | 50,816 | m | married | 0 | 2 | monthly | y | 1 | 1 | bad profit |
100,621 | 40 | 50,621 | f | married | 1 | 2 | monthly | y | 1 | 0 | bad profit |
100,793 | 45 | 50,552 | m | married | 0 | 1 | monthly | y | 2 | 0 | good risk |
100,493 | 36 | 50,515 | f | married | 0 | 1 | monthly | y | 1 | 1 | good risk |
100,500 | 36 | 50,302 | m | married | 1 | 2 | monthly | y | 1 | 0 | bad profit |
100,322 | 31 | 50,295 | f | married | 1 | 1 | monthly | y | 1 | 0 | bad profit |
100,628 | 40 | 50,199 | f | married | 0 | 1 | monthly | y | 2 | 0 | bad profit |
100,529 | 37 | 50,075 | m | married | 0 | 2 | monthly | y | 1 | 0 | bad profit |
100,622 | 35 | 49,600 | m | married | 1 | 2 | monthly | y | 2 | 1 | good risk |
100,605 | 39 | 49,415 | m | married | 0 | 1 | monthly | y | 1 | 0 | good risk |
100,487 | 36 | 49,409 | m | married | 1 | 2 | monthly | y | 1 | 1 | good risk |
100,604 | 39 | 49,407 | m | married | 1 | 2 | monthly | y | 1 | 0 | bad profit |
100,378 | 33 | 49,075 | m | married | 1 | 2 | monthly | y | 1 | 0 | bad profit |
100,382 | 33 | 49,008 | f | married | 1 | 2 | monthly | y | 2 | 0 | good risk |
100,623 | 28 | 48,599 | m | married | 0 | 1 | monthly | y | 1 | 1 | bad profit |
100,388 | 33 | 48,511 | m | married | 0 | 1 | monthly | y | 1 | 0 | good risk |
100,293 | 30 | 48,336 | m | married | 1 | 2 | monthly | y | 2 | 0 | bad loss |
100,527 | 37 | 48,061 | f | married | 1 | 2 | monthly | y | 1 | 0 | good risk |
100,732 | 43 | 47,623 | f | married | 0 | 2 | monthly | y | 2 | 1 | bad loss |
100,422 | 34 | 47,623 | m | married | 0 | 1 | monthly | y | 2 | 1 | good risk |
100,499 | 36 | 47,422 | f | married | 0 | 2 | monthly | y | 1 | 1 | bad loss |
100,798 | 29 | 47,111 | m | married | 0 | 2 | monthly | y | 2 | 1 | good risk |
100,759 | 44 | 47,035 | m | married | 0 | 1 | monthly | y | 2 | 0 | bad profit |
100,456 | 35 | 47,026 | m | married | 1 | 2 | monthly | y | 1 | 0 | good risk |
100,596 | 39 | 47,019 | m | married | 0 | 1 | monthly | y | 1 | 1 | good risk |
100,706 | 42 | 46,965 | f | married | 1 | 1 | monthly | y | 2 | 1 | good risk |
100,491 | 36 | 46,785 | f | married | 1 | 1 | monthly | y | 2 | 1 | bad profit |
100,458 | 35 | 46,645 | m | married | 1 | 1 | monthly | y | 2 | 0 | bad loss |
100,707 | 42 | 46,119 | m | married | 1 | 1 | monthly | y | 2 | 0 | good risk |
100,625 | 40 | 45,993 | f | married | 1 | 2 | monthly | y | 1 | 0 | bad loss |
100,470 | 36 | 45,949 | f | married | 1 | 1 | monthly | y | 2 | 0 | bad profit |
100,579 | 39 | 45,904 | f | married | 1 | 1 | monthly | y | 1 | 0 | good risk |
100,453 | 35 | 45,869 | f | married | 0 | 2 | monthly | y | 1 | 1 | good risk |
100,516 | 37 | 45,849 | m | married | 1 | 2 | monthly | y | 2 | 1 | bad loss |
100,581 | 39 | 45,841 | f | married | 1 | 2 | monthly | y | 1 | 0 | bad loss |
100,338 | 32 | 45,813 | f | married | 1 | 1 | monthly | y | 1 | 0 | bad loss |
100,561 | 38 | 45,721 | m | married | 0 | 1 | monthly | y | 1 | 1 | bad profit |
100,684 | 32 | 45,712 | f | married | 1 | 2 | monthly | y | 1 | 0 | bad profit |
100,273 | 30 | 45,706 | f | married | 0 | 2 | monthly | y | 1 | 1 | good risk |
100,472 | 36 | 45,659 | f | married | 0 | 1 | monthly | y | 2 | 1 | good risk |
100,679 | 42 | 45,584 | f | married | 1 | 1 | monthly | y | 1 | 0 | good risk |