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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
100,658 | 41 | 42,443 | f | married | 1 | 2 | monthly | y | 2 | 1 | good risk |
100,742 | 44 | 42,440 | m | married | 1 | 1 | monthly | y | 1 | 0 | bad loss |
100,331 | 32 | 42,438 | m | married | 0 | 1 | monthly | y | 1 | 0 | good risk |
100,686 | 29 | 42,429 | m | married | 1 | 2 | monthly | y | 2 | 1 | bad loss |
100,332 | 32 | 42,389 | m | married | 0 | 1 | monthly | y | 2 | 0 | good risk |
100,546 | 38 | 42,386 | m | married | 1 | 1 | monthly | y | 2 | 0 | good risk |
100,482 | 36 | 42,356 | f | married | 0 | 2 | monthly | y | 1 | 0 | good risk |
100,779 | 45 | 42,334 | f | married | 0 | 1 | monthly | y | 1 | 0 | good risk |
100,644 | 41 | 42,309 | m | married | 0 | 1 | monthly | y | 1 | 1 | bad profit |
100,680 | 42 | 42,231 | m | married | 1 | 2 | monthly | y | 2 | 1 | good risk |
100,318 | 31 | 42,210 | f | married | 0 | 2 | monthly | y | 1 | 1 | bad loss |
100,408 | 34 | 42,206 | m | married | 1 | 1 | monthly | y | 1 | 0 | good risk |
100,362 | 33 | 42,192 | f | married | 1 | 2 | monthly | y | 1 | 0 | good risk |
100,479 | 36 | 42,175 | m | married | 0 | 1 | monthly | y | 1 | 1 | good risk |
100,313 | 31 | 42,175 | m | married | 1 | 1 | monthly | y | 1 | 1 | good risk |
100,289 | 30 | 42,169 | f | married | 0 | 2 | monthly | y | 2 | 1 | good risk |
100,617 | 40 | 42,143 | m | married | 0 | 2 | monthly | y | 2 | 0 | bad loss |
100,281 | 30 | 42,119 | m | married | 0 | 1 | monthly | y | 1 | 1 | good risk |
100,550 | 38 | 42,110 | f | married | 1 | 2 | monthly | y | 1 | 0 | good risk |
100,560 | 38 | 42,096 | m | married | 1 | 1 | monthly | y | 1 | 0 | good risk |
100,498 | 36 | 42,091 | f | married | 0 | 1 | monthly | y | 1 | 0 | good risk |
100,747 | 44 | 42,078 | m | married | 0 | 2 | monthly | y | 2 | 1 | good risk |
100,298 | 30 | 42,053 | f | married | 0 | 2 | monthly | y | 2 | 1 | bad profit |
100,299 | 30 | 41,965 | f | married | 1 | 1 | monthly | y | 2 | 0 | bad loss |
100,636 | 41 | 41,964 | f | married | 0 | 2 | monthly | y | 1 | 1 | good risk |
100,786 | 45 | 41,898 | f | married | 0 | 2 | monthly | y | 1 | 1 | bad profit |
100,339 | 32 | 41,879 | m | married | 0 | 1 | monthly | y | 2 | 0 | good risk |
100,659 | 41 | 41,774 | f | married | 0 | 1 | monthly | y | 1 | 0 | bad profit |
100,559 | 38 | 41,769 | m | married | 0 | 2 | monthly | y | 2 | 1 | bad profit |
100,762 | 44 | 41,750 | f | married | 0 | 1 | monthly | y | 2 | 0 | good risk |
100,669 | 26 | 41,696 | f | married | 1 | 1 | monthly | y | 2 | 0 | bad profit |
100,788 | 45 | 41,676 | f | married | 1 | 2 | monthly | y | 1 | 0 | bad loss |
100,441 | 35 | 41,676 | f | married | 1 | 2 | monthly | y | 2 | 0 | good risk |
100,372 | 33 | 41,631 | f | married | 1 | 1 | monthly | y | 1 | 1 | good risk |
100,413 | 34 | 41,629 | m | married | 1 | 2 | monthly | y | 2 | 1 | good risk |
100,278 | 30 | 41,624 | m | married | 0 | 2 | monthly | y | 1 | 1 | good risk |
100,406 | 34 | 41,552 | f | married | 1 | 2 | monthly | y | 1 | 0 | good risk |
100,484 | 36 | 41,530 | m | married | 1 | 1 | monthly | y | 1 | 0 | bad profit |
100,553 | 38 | 41,506 | f | married | 0 | 1 | monthly | y | 1 | 0 | bad profit |
100,359 | 33 | 41,489 | m | married | 1 | 1 | monthly | y | 2 | 1 | good risk |
100,520 | 37 | 41,432 | m | married | 1 | 1 | monthly | y | 1 | 1 | bad profit |
100,304 | 31 | 41,421 | f | married | 0 | 2 | monthly | y | 1 | 1 | bad loss |
100,719 | 31 | 41,315 | f | married | 0 | 1 | monthly | y | 1 | 0 | good risk |
100,349 | 32 | 41,300 | f | married | 0 | 2 | monthly | y | 2 | 0 | good risk |
100,437 | 35 | 41,248 | m | married | 1 | 2 | monthly | y | 2 | 1 | bad loss |
100,616 | 40 | 41,205 | f | married | 0 | 2 | monthly | y | 1 | 1 | good risk |
100,315 | 31 | 41,169 | f | married | 1 | 2 | monthly | y | 1 | 1 | good risk |
100,638 | 41 | 41,168 | m | married | 1 | 2 | monthly | y | 1 | 1 | bad loss |
100,744 | 44 | 41,162 | f | married | 0 | 2 | monthly | y | 1 | 1 | bad profit |
100,395 | 34 | 41,159 | m | married | 0 | 2 | monthly | y | 2 | 0 | good risk |
100,556 | 38 | 41,158 | f | married | 1 | 2 | monthly | y | 2 | 0 | bad profit |
100,457 | 35 | 41,132 | f | married | 0 | 2 | monthly | y | 2 | 1 | good risk |
100,639 | 41 | 41,095 | f | married | 0 | 1 | monthly | y | 2 | 0 | good risk |
100,740 | 44 | 41,048 | m | married | 0 | 1 | monthly | y | 1 | 1 | good risk |
100,434 | 35 | 40,992 | m | married | 1 | 2 | monthly | y | 2 | 0 | good risk |
100,508 | 37 | 40,991 | m | married | 1 | 2 | monthly | y | 1 | 0 | bad loss |
100,400 | 34 | 40,971 | f | married | 0 | 1 | monthly | y | 2 | 1 | good risk |
100,577 | 39 | 40,964 | m | married | 1 | 1 | monthly | y | 2 | 1 | good risk |
100,391 | 34 | 40,949 | f | married | 0 | 2 | monthly | y | 1 | 1 | good risk |
100,685 | 42 | 40,940 | f | married | 1 | 2 | monthly | y | 1 | 1 | bad loss |
100,364 | 33 | 40,940 | m | married | 1 | 2 | monthly | y | 1 | 1 | good risk |
100,610 | 40 | 40,912 | m | married | 0 | 1 | monthly | y | 1 | 0 | good risk |
100,435 | 35 | 40,909 | f | married | 0 | 1 | monthly | y | 2 | 0 | good risk |
100,800 | 27 | 40,906 | m | married | 1 | 2 | monthly | y | 1 | 0 | good risk |
100,467 | 36 | 40,866 | m | married | 1 | 2 | monthly | y | 1 | 1 | good risk |
100,584 | 39 | 40,693 | m | married | 0 | 2 | monthly | y | 2 | 0 | bad loss |
100,333 | 32 | 40,636 | f | married | 1 | 1 | monthly | y | 2 | 1 | good risk |
100,748 | 44 | 40,626 | f | married | 1 | 2 | monthly | y | 1 | 1 | bad loss |
100,787 | 45 | 40,609 | m | married | 1 | 1 | monthly | y | 2 | 0 | good risk |
100,341 | 32 | 40,543 | f | married | 1 | 1 | monthly | y | 1 | 0 | bad loss |
100,446 | 35 | 40,507 | m | married | 1 | 1 | monthly | y | 2 | 1 | good risk |
100,481 | 36 | 40,493 | m | married | 1 | 1 | monthly | y | 1 | 1 | bad profit |
100,801 | 45 | 40,473 | f | married | 1 | 1 | monthly | y | 1 | 1 | good risk |
100,738 | 44 | 40,425 | m | married | 0 | 1 | monthly | y | 1 | 1 | bad loss |
100,538 | 37 | 40,398 | m | married | 0 | 2 | monthly | y | 2 | 1 | good risk |
100,743 | 44 | 40,390 | m | married | 0 | 1 | monthly | y | 1 | 1 | bad loss |
100,543 | 38 | 40,328 | f | married | 0 | 1 | monthly | y | 2 | 1 | bad profit |
100,466 | 36 | 40,326 | f | married | 0 | 2 | monthly | y | 1 | 1 | good risk |
100,648 | 41 | 40,246 | m | married | 0 | 1 | monthly | y | 2 | 1 | bad loss |
100,692 | 42 | 40,182 | m | married | 1 | 1 | monthly | y | 2 | 1 | good risk |
100,554 | 38 | 40,171 | f | married | 0 | 2 | monthly | y | 2 | 0 | good risk |
100,655 | 41 | 40,100 | f | married | 1 | 1 | monthly | y | 2 | 0 | good risk |
100,178 | 38 | 39,925 | m | single | 0 | 1 | monthly | y | 2 | 0 | bad loss |
100,355 | 33 | 39,859 | f | married | 0 | 2 | monthly | y | 2 | 1 | good risk |
100,301 | 31 | 39,696 | m | married | 0 | 1 | monthly | y | 1 | 0 | bad loss |
100,105 | 33 | 39,676 | m | single | 0 | 0 | monthly | y | 2 | 0 | good risk |
100,574 | 39 | 39,589 | f | married | 0 | 1 | monthly | y | 2 | 0 | bad profit |
100,778 | 32 | 39,416 | f | married | 1 | 1 | monthly | y | 2 | 1 | good risk |
100,255 | 28 | 39,379 | f | single | 0 | 0 | monthly | y | 2 | 0 | good risk |
100,047 | 28 | 39,121 | f | single | 0 | 0 | monthly | y | 2 | 0 | good risk |
100,146 | 36 | 39,028 | f | single | 0 | 0 | monthly | y | 2 | 0 | bad loss |
100,108 | 33 | 39,024 | f | single | 0 | 0 | monthly | y | 1 | 0 | bad profit |
100,106 | 33 | 38,677 | m | single | 0 | 0 | monthly | y | 0 | 0 | good risk |
100,327 | 32 | 38,537 | f | married | 1 | 1 | monthly | y | 1 | 0 | good risk |
100,268 | 45 | 37,895 | f | single | 0 | 1 | monthly | y | 0 | 0 | good risk |
100,119 | 34 | 37,885 | m | single | 0 | 1 | monthly | y | 1 | 0 | bad loss |
100,501 | 37 | 37,810 | f | married | 1 | 2 | monthly | y | 1 | 0 | bad loss |
100,144 | 36 | 37,613 | f | single | 0 | 0 | monthly | y | 2 | 0 | good risk |
100,260 | 29 | 37,282 | m | single | 0 | 0 | monthly | y | 1 | 0 | good risk |
100,077 | 30 | 37,234 | m | single | 0 | 0 | monthly | y | 0 | 0 | bad profit |