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