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