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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
100,683 | 29 | 45,549 |
m
|
married
| 1 | 1 |
monthly
|
y
| 2 | 0 |
good risk
|
100,600 | 39 | 45,537 |
m
|
married
| 0 | 2 |
monthly
|
y
| 1 | 1 |
good risk
|
100,436 | 35 | 45,518 |
f
|
married
| 1 | 1 |
monthly
|
y
| 1 | 1 |
bad profit
|
100,618 | 40 | 45,463 |
m
|
married
| 0 | 2 |
monthly
|
y
| 2 | 1 |
good risk
|
100,763 | 44 | 45,452 |
f
|
married
| 1 | 1 |
monthly
|
y
| 1 | 1 |
good risk
|
100,536 | 37 | 45,450 |
f
|
married
| 0 | 1 |
monthly
|
y
| 2 | 0 |
bad loss
|
100,558 | 38 | 45,419 |
f
|
married
| 0 | 2 |
monthly
|
y
| 1 | 0 |
bad loss
|
100,733 | 43 | 45,318 |
m
|
married
| 1 | 1 |
monthly
|
y
| 1 | 1 |
bad profit
|
100,745 | 44 | 45,313 |
f
|
married
| 0 | 2 |
monthly
|
y
| 2 | 1 |
bad profit
|
100,650 | 41 | 45,283 |
f
|
married
| 1 | 1 |
monthly
|
y
| 2 | 1 |
bad profit
|
100,588 | 39 | 45,266 |
f
|
married
| 0 | 1 |
monthly
|
y
| 1 | 0 |
bad profit
|
100,587 | 39 | 45,246 |
f
|
married
| 0 | 1 |
monthly
|
y
| 1 | 1 |
bad loss
|
100,718 | 43 | 45,240 |
m
|
married
| 0 | 2 |
monthly
|
y
| 1 | 1 |
bad loss
|
100,330 | 32 | 45,217 |
m
|
married
| 0 | 1 |
monthly
|
y
| 1 | 0 |
good risk
|
100,337 | 32 | 45,209 |
m
|
married
| 1 | 2 |
monthly
|
y
| 2 | 0 |
good risk
|
100,746 | 44 | 45,194 |
m
|
married
| 1 | 2 |
monthly
|
y
| 2 | 1 |
bad loss
|
100,531 | 37 | 45,159 |
f
|
married
| 1 | 1 |
monthly
|
y
| 1 | 0 |
bad profit
|
100,430 | 35 | 45,066 |
m
|
married
| 0 | 1 |
monthly
|
y
| 1 | 1 |
good risk
|
100,741 | 44 | 45,001 |
f
|
married
| 0 | 1 |
monthly
|
y
| 2 | 1 |
bad profit
|
100,285 | 30 | 44,974 |
m
|
married
| 1 | 2 |
monthly
|
y
| 2 | 0 |
bad profit
|
100,288 | 30 | 44,956 |
f
|
married
| 0 | 2 |
monthly
|
y
| 1 | 1 |
bad loss
|
100,523 | 37 | 44,936 |
f
|
married
| 1 | 1 |
monthly
|
y
| 1 | 0 |
bad profit
|
100,691 | 42 | 44,898 |
m
|
married
| 1 | 1 |
monthly
|
y
| 2 | 0 |
good risk
|
100,334 | 32 | 44,895 |
f
|
married
| 1 | 2 |
monthly
|
y
| 1 | 1 |
bad loss
|
100,602 | 39 | 44,892 |
m
|
married
| 1 | 2 |
monthly
|
y
| 1 | 0 |
good risk
|
100,764 | 44 | 44,787 |
m
|
married
| 1 | 2 |
monthly
|
y
| 2 | 0 |
good risk
|
100,329 | 32 | 44,781 |
m
|
married
| 1 | 1 |
monthly
|
y
| 1 | 0 |
good risk
|
100,440 | 35 | 44,772 |
m
|
married
| 1 | 1 |
monthly
|
y
| 2 | 0 |
bad loss
|
100,677 | 42 | 44,728 |
f
|
married
| 0 | 2 |
monthly
|
y
| 1 | 0 |
bad profit
|
100,620 | 40 | 44,705 |
f
|
married
| 1 | 1 |
monthly
|
y
| 1 | 0 |
good risk
|
100,720 | 43 | 44,682 |
f
|
married
| 0 | 1 |
monthly
|
y
| 2 | 1 |
good risk
|
100,676 | 42 | 44,597 |
f
|
married
| 1 | 2 |
monthly
|
y
| 1 | 0 |
bad loss
|
100,681 | 33 | 44,582 |
f
|
married
| 0 | 1 |
monthly
|
y
| 2 | 1 |
bad profit
|
100,641 | 41 | 44,534 |
m
|
married
| 0 | 2 |
monthly
|
y
| 2 | 0 |
good risk
|
100,320 | 31 | 44,483 |
f
|
married
| 0 | 2 |
monthly
|
y
| 1 | 0 |
bad profit
|
100,549 | 38 | 44,460 |
m
|
married
| 0 | 1 |
monthly
|
y
| 1 | 1 |
good risk
|
100,396 | 34 | 44,442 |
m
|
married
| 1 | 1 |
monthly
|
y
| 1 | 0 |
bad profit
|
100,521 | 37 | 44,394 |
m
|
married
| 1 | 1 |
monthly
|
y
| 2 | 0 |
good risk
|
100,737 | 44 | 44,306 |
f
|
married
| 0 | 2 |
monthly
|
y
| 1 | 1 |
bad profit
|
100,615 | 27 | 44,298 |
f
|
married
| 0 | 2 |
monthly
|
y
| 2 | 0 |
good risk
|
100,784 | 45 | 44,261 |
m
|
married
| 0 | 1 |
monthly
|
y
| 1 | 1 |
good risk
|
100,792 | 32 | 44,230 |
f
|
married
| 1 | 2 |
monthly
|
y
| 1 | 0 |
bad profit
|
100,432 | 35 | 44,202 |
f
|
married
| 0 | 2 |
monthly
|
y
| 2 | 0 |
good risk
|
100,445 | 35 | 44,194 |
m
|
married
| 0 | 2 |
monthly
|
y
| 2 | 1 |
good risk
|
100,417 | 34 | 44,159 |
m
|
married
| 1 | 1 |
monthly
|
y
| 2 | 0 |
bad loss
|
100,503 | 37 | 44,095 |
f
|
married
| 0 | 1 |
monthly
|
y
| 1 | 0 |
good risk
|
100,790 | 45 | 44,072 |
m
|
married
| 1 | 1 |
monthly
|
y
| 1 | 0 |
bad profit
|
100,360 | 33 | 44,052 |
f
|
married
| 0 | 2 |
monthly
|
y
| 1 | 0 |
good risk
|
100,465 | 36 | 44,048 |
m
|
married
| 1 | 1 |
monthly
|
y
| 2 | 0 |
good risk
|
100,635 | 41 | 44,039 |
f
|
married
| 1 | 2 |
monthly
|
y
| 2 | 1 |
good risk
|
100,736 | 44 | 44,005 |
m
|
married
| 1 | 2 |
monthly
|
y
| 1 | 1 |
bad profit
|
100,522 | 37 | 43,982 |
m
|
married
| 1 | 2 |
monthly
|
y
| 2 | 0 |
good risk
|
100,696 | 42 | 43,977 |
m
|
married
| 0 | 1 |
monthly
|
y
| 2 | 1 |
good risk
|
100,310 | 31 | 43,972 |
f
|
married
| 0 | 1 |
monthly
|
y
| 1 | 1 |
bad profit
|
100,353 | 32 | 43,908 |
f
|
married
| 0 | 1 |
monthly
|
y
| 1 | 0 |
bad loss
|
100,424 | 34 | 43,895 |
f
|
married
| 0 | 1 |
monthly
|
y
| 1 | 1 |
bad loss
|
100,439 | 35 | 43,890 |
f
|
married
| 0 | 2 |
monthly
|
y
| 1 | 1 |
bad profit
|
100,444 | 35 | 43,888 |
m
|
married
| 0 | 1 |
monthly
|
y
| 2 | 1 |
bad loss
|
100,749 | 44 | 43,876 |
f
|
married
| 1 | 2 |
monthly
|
y
| 2 | 1 |
bad profit
|
100,511 | 37 | 43,835 |
m
|
married
| 0 | 2 |
monthly
|
y
| 2 | 1 |
bad profit
|
100,454 | 35 | 43,799 |
m
|
married
| 1 | 1 |
monthly
|
y
| 2 | 0 |
good risk
|
100,303 | 31 | 43,795 |
m
|
married
| 0 | 2 |
monthly
|
y
| 1 | 0 |
bad profit
|
100,473 | 36 | 43,750 |
m
|
married
| 1 | 1 |
monthly
|
y
| 2 | 1 |
good risk
|
100,624 | 40 | 43,677 |
f
|
married
| 0 | 1 |
monthly
|
y
| 2 | 0 |
bad profit
|
100,721 | 43 | 43,669 |
m
|
married
| 1 | 1 |
monthly
|
y
| 1 | 0 |
good risk
|
100,704 | 42 | 43,651 |
f
|
married
| 1 | 2 |
monthly
|
y
| 2 | 1 |
good risk
|
100,306 | 31 | 43,650 |
m
|
married
| 0 | 1 |
monthly
|
y
| 1 | 0 |
good risk
|
100,645 | 41 | 43,648 |
f
|
married
| 1 | 1 |
monthly
|
y
| 2 | 1 |
good risk
|
100,507 | 37 | 43,633 |
f
|
married
| 1 | 1 |
monthly
|
y
| 1 | 0 |
bad profit
|
100,782 | 29 | 43,608 |
m
|
married
| 1 | 1 |
monthly
|
y
| 1 | 0 |
bad profit
|
100,598 | 39 | 43,514 |
f
|
married
| 1 | 2 |
monthly
|
y
| 1 | 0 |
good risk
|
100,405 | 34 | 43,482 |
m
|
married
| 1 | 1 |
monthly
|
y
| 1 | 1 |
bad profit
|
100,368 | 33 | 43,474 |
m
|
married
| 0 | 1 |
monthly
|
y
| 1 | 1 |
good risk
|
100,519 | 37 | 43,408 |
f
|
married
| 0 | 2 |
monthly
|
y
| 2 | 0 |
bad loss
|
100,724 | 43 | 43,348 |
m
|
married
| 1 | 2 |
monthly
|
y
| 2 | 1 |
bad profit
|
100,369 | 33 | 43,322 |
f
|
married
| 0 | 2 |
monthly
|
y
| 1 | 1 |
bad profit
|
100,739 | 44 | 43,185 |
f
|
married
| 1 | 1 |
monthly
|
y
| 2 | 0 |
good risk
|
100,321 | 31 | 43,185 |
f
|
married
| 0 | 2 |
monthly
|
y
| 2 | 0 |
good risk
|
100,729 | 43 | 43,146 |
f
|
married
| 1 | 1 |
monthly
|
y
| 2 | 1 |
bad profit
|
100,633 | 41 | 43,120 |
m
|
married
| 0 | 1 |
monthly
|
y
| 2 | 1 |
bad profit
|
100,316 | 31 | 43,043 |
f
|
married
| 1 | 1 |
monthly
|
y
| 1 | 1 |
bad loss
|
100,471 | 36 | 42,980 |
f
|
married
| 0 | 1 |
monthly
|
y
| 1 | 0 |
good risk
|
100,552 | 38 | 42,953 |
m
|
married
| 1 | 2 |
monthly
|
y
| 1 | 0 |
good risk
|
100,392 | 34 | 42,928 |
m
|
married
| 1 | 1 |
monthly
|
y
| 2 | 1 |
bad profit
|
100,290 | 30 | 42,926 |
m
|
married
| 0 | 1 |
monthly
|
y
| 1 | 0 |
good risk
|
100,699 | 42 | 42,909 |
m
|
married
| 1 | 1 |
monthly
|
y
| 1 | 0 |
bad profit
|
100,646 | 41 | 42,904 |
m
|
married
| 1 | 1 |
monthly
|
y
| 2 | 0 |
good risk
|
100,750 | 30 | 42,899 |
m
|
married
| 1 | 1 |
monthly
|
y
| 1 | 1 |
bad loss
|
100,612 | 40 | 42,844 |
f
|
married
| 1 | 2 |
monthly
|
y
| 1 | 1 |
bad profit
|
100,420 | 34 | 42,828 |
f
|
married
| 1 | 1 |
monthly
|
y
| 1 | 0 |
bad loss
|
100,780 | 45 | 42,823 |
f
|
married
| 1 | 1 |
monthly
|
y
| 1 | 1 |
bad profit
|
100,518 | 37 | 42,799 |
f
|
married
| 0 | 1 |
monthly
|
y
| 1 | 0 |
bad loss
|
100,447 | 35 | 42,719 |
m
|
married
| 0 | 1 |
monthly
|
y
| 1 | 1 |
bad profit
|
100,723 | 43 | 42,715 |
m
|
married
| 0 | 1 |
monthly
|
y
| 1 | 0 |
bad profit
|
100,582 | 39 | 42,652 |
m
|
married
| 0 | 1 |
monthly
|
y
| 1 | 1 |
good risk
|
100,286 | 30 | 42,647 |
f
|
married
| 0 | 2 |
monthly
|
y
| 1 | 0 |
bad profit
|
100,480 | 36 | 42,522 |
m
|
married
| 0 | 2 |
monthly
|
y
| 2 | 0 |
good risk
|
100,634 | 41 | 42,519 |
m
|
married
| 1 | 1 |
monthly
|
y
| 1 | 1 |
bad profit
|
100,308 | 31 | 42,471 |
f
|
married
| 1 | 2 |
monthly
|
y
| 2 | 1 |
good risk
|
100,791 | 45 | 42,464 |
m
|
married
| 0 | 2 |
monthly
|
y
| 1 | 1 |
good risk
|
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