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 |
---|---|---|---|---|---|---|---|---|---|
41 | male | 1 | rent | moderate | null | 1,469 | 24 | car | good |
24 | male | 2 | rent | little | moderate | 2,323 | 36 | radio/TV | good |
24 | female | 2 | own | little | null | 932 | 6 | radio/TV | good |
35 | male | 2 | rent | little | moderate | 1,919 | 9 | furniture/equipment | good |
26 | male | 2 | rent | null | null | 2,445 | 12 | car | good |
39 | male | 3 | own | little | moderate | 11,938 | 24 | vacation/others | bad |
39 | male | 3 | own | little | null | 6,458 | 18 | car | bad |
32 | male | 2 | own | little | moderate | 6,078 | 12 | car | good |
30 | female | 2 | own | null | little | 7,721 | 24 | furniture/equipment | good |
35 | male | 2 | own | quite rich | moderate | 1,410 | 14 | business | good |
31 | male | 2 | own | moderate | moderate | 1,449 | 6 | business | good |
23 | female | 2 | rent | little | rich | 392 | 15 | education | good |
28 | male | 1 | rent | little | moderate | 6,260 | 18 | car | good |
25 | female | 2 | own | little | null | 7,855 | 36 | car | bad |
35 | male | 2 | own | quite rich | little | 1,680 | 12 | radio/TV | good |
47 | male | 2 | own | null | null | 3,578 | 48 | radio/TV | good |
30 | female | 3 | own | null | little | 7,174 | 42 | radio/TV | bad |
27 | female | 2 | rent | null | little | 2,132 | 10 | furniture/equipment | good |
23 | female | 2 | own | quite rich | little | 4,281 | 33 | furniture/equipment | bad |
36 | male | 3 | own | quite rich | moderate | 2,366 | 12 | car | good |
25 | female | 2 | own | little | little | 1,835 | 21 | radio/TV | bad |
41 | female | 3 | rent | little | null | 3,868 | 24 | car | good |
24 | male | 1 | rent | little | null | 1,768 | 12 | furniture/equipment | good |
63 | male | 2 | free | little | rich | 781 | 10 | car | good |
27 | female | 2 | rent | null | moderate | 1,924 | 18 | furniture/equipment | bad |
30 | male | 2 | own | little | little | 2,121 | 12 | car | good |
40 | male | 1 | own | little | little | 701 | 12 | radio/TV | good |
30 | male | 2 | own | little | moderate | 639 | 12 | repairs | bad |
34 | male | 3 | own | little | moderate | 1,860 | 12 | car | good |
29 | female | 2 | own | little | little | 3,499 | 12 | car | bad |
24 | female | 2 | own | null | moderate | 8,487 | 48 | car | good |
29 | male | 2 | own | little | little | 6,887 | 36 | education | bad |
27 | male | 1 | own | little | null | 2,708 | 15 | furniture/equipment | good |
47 | male | 2 | free | little | null | 1,984 | 18 | furniture/equipment | good |
21 | female | 2 | own | moderate | null | 10,144 | 60 | radio/TV | good |
38 | female | 2 | own | null | null | 1,240 | 12 | radio/TV | good |
27 | male | 2 | own | rich | null | 8,613 | 27 | car | good |
66 | male | 1 | own | quite rich | moderate | 766 | 12 | radio/TV | bad |
35 | male | 2 | own | null | moderate | 2,728 | 15 | radio/TV | good |
44 | female | 1 | rent | little | rich | 1,881 | 12 | radio/TV | good |
27 | male | 0 | own | rich | rich | 709 | 6 | car | good |
30 | female | 3 | own | little | moderate | 4,795 | 36 | radio/TV | good |
27 | male | 3 | own | little | little | 3,416 | 27 | radio/TV | good |
22 | male | 2 | own | little | little | 2,462 | 18 | furniture/equipment | bad |
23 | female | 2 | own | little | null | 2,288 | 21 | furniture/equipment | good |
30 | male | 2 | own | moderate | moderate | 3,566 | 48 | business | good |
39 | female | 2 | own | little | little | 860 | 6 | car | good |
51 | female | 2 | own | moderate | null | 682 | 12 | car | good |
28 | male | 2 | own | little | little | 5,371 | 36 | furniture/equipment | good |
46 | male | 2 | own | rich | null | 1,582 | 18 | radio/TV | good |
42 | male | 2 | free | moderate | null | 1,346 | 6 | radio/TV | good |
38 | male | 2 | own | little | null | 1,924 | 10 | radio/TV | good |
24 | male | 2 | own | little | rich | 5,848 | 36 | radio/TV | good |
29 | female | 2 | rent | rich | moderate | 7,758 | 24 | car | good |
36 | male | 3 | rent | moderate | moderate | 6,967 | 24 | business | good |
20 | female | 2 | rent | little | little | 1,282 | 12 | furniture/equipment | bad |
48 | male | 2 | own | moderate | little | 1,288 | 9 | repairs | good |
45 | male | 1 | own | little | little | 339 | 12 | education | good |
38 | male | 2 | own | moderate | moderate | 3,512 | 24 | car | good |
34 | male | 1 | own | null | null | 1,898 | 6 | radio/TV | good |
36 | male | 2 | own | moderate | null | 2,872 | 24 | radio/TV | good |
30 | female | 2 | own | little | null | 1,055 | 18 | car | good |
36 | male | 2 | own | quite rich | null | 1,262 | 15 | domestic appliances | good |
70 | male | 3 | free | little | moderate | 7,308 | 10 | car | good |
36 | male | 2 | own | quite rich | null | 909 | 36 | car | good |
32 | male | 2 | own | quite rich | null | 2,978 | 6 | furniture/equipment | good |
33 | female | 2 | own | little | little | 1,131 | 18 | furniture/equipment | bad |
20 | female | 2 | own | rich | moderate | 1,577 | 11 | furniture/equipment | good |
25 | female | 2 | rent | little | null | 3,972 | 24 | furniture/equipment | good |
31 | male | 2 | own | little | moderate | 1,935 | 24 | business | bad |
33 | male | 2 | rent | little | little | 950 | 15 | car | bad |
26 | female | 2 | own | little | null | 763 | 12 | furniture/equipment | good |
34 | female | 3 | own | little | moderate | 2,064 | 24 | furniture/equipment | bad |
33 | male | 2 | own | little | moderate | 1,414 | 8 | radio/TV | good |
26 | male | 2 | own | little | little | 3,414 | 21 | education | bad |
53 | female | 3 | own | null | null | 7,485 | 30 | car | bad |
42 | male | 2 | own | little | little | 2,577 | 12 | furniture/equipment | good |
52 | male | 2 | own | quite rich | little | 338 | 6 | radio/TV | good |
31 | male | 3 | rent | little | null | 1,963 | 12 | radio/TV | good |
65 | male | 2 | own | little | little | 571 | 21 | car | good |
28 | male | 2 | own | little | null | 9,572 | 36 | business | bad |
30 | male | 3 | own | little | moderate | 4,455 | 36 | business | bad |
40 | male | 1 | own | null | little | 1,647 | 21 | car | bad |
50 | male | 2 | own | rich | null | 3,777 | 24 | furniture/equipment | good |
36 | male | 2 | own | little | moderate | 884 | 18 | car | bad |
31 | male | 2 | own | little | null | 1,360 | 15 | radio/TV | good |
74 | female | 3 | free | little | moderate | 5,129 | 9 | car | bad |
68 | male | 0 | free | little | moderate | 1,175 | 16 | car | good |
20 | male | 2 | own | moderate | little | 674 | 12 | radio/TV | bad |
33 | female | 2 | own | little | moderate | 3,244 | 18 | furniture/equipment | good |
54 | male | 3 | own | rich | null | 4,591 | 24 | business | bad |
34 | male | 1 | free | moderate | moderate | 3,844 | 48 | business | bad |
36 | male | 2 | own | little | moderate | 3,915 | 27 | business | bad |
29 | male | 2 | rent | little | null | 2,108 | 6 | radio/TV | good |
21 | male | 2 | rent | moderate | moderate | 3,031 | 45 | radio/TV | bad |
34 | female | 3 | own | little | moderate | 1,501 | 9 | education | bad |
28 | female | 2 | own | little | null | 1,382 | 6 | radio/TV | good |
27 | female | 2 | rent | moderate | moderate | 951 | 12 | furniture/equipment | bad |
36 | male | 2 | free | null | moderate | 2,760 | 24 | car | good |
40 | male | 3 | own | little | moderate | 4,297 | 18 | furniture/equipment | bad |