Age
int64 19
75
| Sex
stringclasses 2
values | Job
int64 0
3
| Housing
stringclasses 3
values | Saving accounts
stringclasses 4
values | Checking account
stringclasses 3
values | Credit amount
int64 250
18.4k
| Duration
int64 4
72
| Purpose
stringclasses 8
values | Risk
stringclasses 2
values |
---|---|---|---|---|---|---|---|---|---|
54 | female | 0 | own | little | null | 672 | 6 | car | good |
42 | female | 2 | own | little | moderate | 3,804 | 36 | radio/TV | bad |
37 | male | 1 | own | null | rich | 1,344 | 24 | car | bad |
49 | male | 2 | own | little | little | 1,038 | 10 | car | good |
44 | male | 2 | free | quite rich | null | 10,127 | 48 | car | bad |
33 | male | 2 | own | rich | null | 1,543 | 6 | furniture/equipment | good |
24 | female | 1 | rent | null | null | 4,811 | 30 | car | good |
33 | male | 1 | own | moderate | little | 727 | 12 | radio/TV | bad |
24 | female | 2 | own | little | moderate | 1,237 | 8 | furniture/equipment | bad |
22 | male | 1 | rent | little | moderate | 276 | 9 | car | good |
40 | male | 0 | free | null | moderate | 5,381 | 48 | vacation/others | good |
25 | male | 2 | own | moderate | null | 5,511 | 24 | furniture/equipment | good |
26 | female | 2 | own | little | rich | 3,749 | 24 | furniture/equipment | good |
25 | male | 1 | own | little | moderate | 685 | 12 | car | bad |
29 | male | 1 | own | null | rich | 1,494 | 4 | car | good |
31 | male | 2 | own | little | little | 2,746 | 36 | furniture/equipment | bad |
38 | male | 1 | own | little | little | 708 | 12 | furniture/equipment | good |
48 | female | 1 | own | null | moderate | 4,351 | 24 | furniture/equipment | good |
32 | male | 2 | own | little | null | 701 | 12 | education | good |
27 | female | 1 | own | little | little | 3,643 | 15 | furniture/equipment | good |
28 | male | 3 | own | little | moderate | 4,249 | 30 | car | bad |
32 | male | 2 | own | little | little | 1,938 | 24 | radio/TV | bad |
34 | male | 3 | free | little | little | 2,910 | 24 | car | good |
28 | male | 2 | own | rich | little | 2,659 | 18 | furniture/equipment | good |
36 | female | 2 | own | little | null | 1,028 | 18 | car | good |
39 | male | 1 | own | little | little | 3,398 | 8 | car | good |
49 | male | 2 | rent | null | null | 5,801 | 12 | furniture/equipment | good |
34 | female | 2 | own | rich | null | 1,525 | 24 | car | good |
31 | male | 2 | own | little | rich | 4,473 | 36 | radio/TV | good |
28 | male | 2 | own | little | moderate | 1,068 | 6 | radio/TV | good |
75 | male | 3 | free | little | little | 6,615 | 24 | car | good |
30 | female | 2 | own | moderate | null | 1,864 | 18 | education | bad |
24 | female | 3 | own | moderate | moderate | 7,408 | 60 | car | bad |
24 | female | 1 | rent | moderate | null | 11,590 | 48 | car | bad |
23 | male | 2 | rent | little | little | 4,110 | 24 | furniture/equipment | bad |
44 | male | 3 | rent | little | little | 3,384 | 6 | furniture/equipment | bad |
23 | female | 1 | own | little | moderate | 2,101 | 13 | radio/TV | good |
24 | female | 2 | rent | null | little | 1,275 | 15 | domestic appliances | bad |
28 | male | 2 | own | little | little | 4,169 | 24 | furniture/equipment | good |
31 | male | 1 | own | little | moderate | 1,521 | 10 | furniture/equipment | good |
24 | female | 2 | free | little | moderate | 5,743 | 24 | education | good |
26 | female | 1 | rent | little | little | 3,599 | 21 | furniture/equipment | good |
25 | male | 2 | rent | quite rich | moderate | 3,213 | 18 | radio/TV | good |
33 | male | 3 | own | little | moderate | 4,439 | 18 | business | good |
37 | male | 1 | own | little | rich | 3,949 | 10 | car | good |
43 | female | 1 | own | little | null | 1,459 | 15 | radio/TV | good |
23 | male | 2 | own | little | moderate | 882 | 13 | radio/TV | good |
23 | female | 0 | rent | quite rich | moderate | 3,758 | 24 | radio/TV | good |
34 | male | 1 | own | moderate | null | 1,743 | 6 | business | good |
32 | male | 2 | free | rich | moderate | 1,136 | 9 | education | bad |
23 | female | 2 | rent | little | null | 1,236 | 9 | domestic appliances | good |
29 | female | 2 | own | little | moderate | 959 | 9 | furniture/equipment | bad |
38 | male | 3 | own | null | null | 3,229 | 18 | car | good |
28 | male | 2 | rent | little | little | 6,199 | 12 | radio/TV | bad |
46 | male | 2 | free | quite rich | null | 727 | 10 | education | good |
23 | male | 1 | own | little | moderate | 1,246 | 24 | car | bad |
49 | male | 2 | own | null | null | 2,331 | 12 | radio/TV | good |
26 | male | 3 | own | little | null | 4,463 | 36 | radio/TV | bad |
28 | male | 2 | own | little | null | 776 | 12 | radio/TV | good |
23 | female | 2 | rent | little | little | 2,406 | 30 | furniture/equipment | bad |
61 | male | 2 | free | null | moderate | 1,239 | 18 | education | good |
37 | male | 3 | own | null | rich | 3,399 | 12 | radio/TV | good |
36 | female | 2 | own | little | rich | 2,247 | 12 | car | good |
21 | male | 2 | rent | little | null | 1,766 | 6 | furniture/equipment | good |
25 | male | 0 | own | little | little | 2,473 | 18 | furniture/equipment | bad |
36 | male | 2 | own | little | null | 1,542 | 12 | business | good |
27 | male | 2 | own | little | null | 3,850 | 18 | car | good |
22 | female | 2 | rent | little | little | 3,650 | 18 | furniture/equipment | good |
42 | male | 2 | own | little | little | 3,446 | 36 | furniture/equipment | bad |
40 | female | 2 | rent | little | moderate | 3,001 | 18 | furniture/equipment | good |
36 | male | 2 | own | null | null | 3,079 | 36 | car | good |
33 | male | 2 | own | little | null | 6,070 | 18 | radio/TV | good |
23 | female | 2 | rent | little | null | 2,146 | 10 | furniture/equipment | good |
63 | male | 3 | free | null | null | 13,756 | 60 | car | good |
60 | female | 3 | free | moderate | moderate | 14,782 | 60 | vacation/others | bad |
37 | female | 2 | rent | little | little | 7,685 | 48 | business | bad |
34 | male | 2 | own | little | null | 2,320 | 18 | radio/TV | good |
36 | male | 2 | free | null | null | 846 | 7 | radio/TV | good |
57 | male | 3 | free | little | moderate | 14,318 | 36 | car | bad |
52 | female | 1 | own | moderate | null | 362 | 6 | car | good |
39 | male | 2 | own | null | little | 2,212 | 20 | furniture/equipment | good |
38 | female | 3 | free | little | moderate | 12,976 | 18 | car | bad |
25 | female | 2 | rent | null | null | 1,283 | 22 | car | good |
26 | male | 2 | own | little | rich | 1,330 | 12 | car | good |
26 | male | 1 | own | moderate | null | 4,272 | 30 | business | good |
25 | female | 2 | own | little | null | 2,238 | 18 | radio/TV | good |
21 | female | 2 | rent | null | null | 1,126 | 18 | radio/TV | good |
40 | male | 3 | own | little | moderate | 7,374 | 18 | furniture/equipment | good |
27 | male | 2 | own | quite rich | moderate | 2,326 | 15 | business | good |
27 | female | 2 | own | little | null | 1,449 | 9 | business | good |
30 | male | 3 | own | little | null | 1,820 | 18 | car | good |
19 | female | 1 | rent | rich | moderate | 983 | 12 | furniture/equipment | good |
39 | male | 3 | free | little | little | 3,249 | 36 | car | good |
31 | female | 2 | own | little | little | 1,957 | 6 | radio/TV | good |
31 | male | 3 | own | little | null | 2,406 | 9 | furniture/equipment | good |
32 | male | 2 | rent | moderate | moderate | 11,760 | 39 | education | good |
55 | female | 3 | free | little | little | 2,578 | 12 | furniture/equipment | good |
46 | male | 2 | own | little | little | 2,348 | 36 | furniture/equipment | good |
46 | male | 2 | rent | little | moderate | 1,223 | 12 | car | bad |
43 | female | 1 | own | rich | null | 1,516 | 24 | radio/TV | good |