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
|
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