checking_account_status
int64
account_life_in_months
int64
credit_status
int64
loan_purpose
string
current_credit
int64
current_savings
int64
employed_since
int64
installment_rate_percentage
int64
is_male
bool
marital_status
int64
guarantors
int64
years_living_in_current_residence
int64
age
int64
installment_plans
int64
housing_status
int64
nr_credit_accounts_in_bank
int64
job_status
int64
number_of_people_in_support
int64
has_registered_phone_number
int64
is_foreign
bool
loan_granted
int64
0
24
2
new car
1,469
2
4
4
false
2
0
4
41
2
1
1
1
1
0
false
0
2
36
2
radio/television
2,323
1
3
4
false
1
0
4
24
2
1
1
2
1
0
false
0
0
6
3
radio/television
932
1
2
3
true
0
0
2
24
2
2
1
2
1
0
false
0
2
9
4
furniture/equipment
1,919
1
3
4
false
1
0
3
35
2
1
1
2
1
1
false
0
0
12
2
used car
2,445
0
1
2
false
2
0
4
26
2
1
1
2
1
1
false
0
2
24
4
others
11,938
1
2
2
false
1
1
3
39
2
2
2
3
2
1
false
1
0
18
1
new car
6,458
1
4
2
false
1
0
4
39
0
2
2
3
2
1
false
1
2
12
2
new car
6,078
1
3
2
false
1
0
2
32
2
2
1
2
1
0
false
0
1
24
2
furniture/equipment
7,721
0
1
1
true
0
0
2
30
2
2
1
2
1
1
true
0
2
14
2
business
1,410
3
4
1
false
2
0
2
35
2
2
1
2
1
1
false
0
2
6
3
business
1,449
2
4
1
false
0
0
2
31
0
2
2
2
2
0
false
0
3
15
2
education
392
1
1
4
true
0
0
4
23
2
1
1
2
1
1
false
0
2
18
2
new car
6,260
1
3
3
false
1
0
3
28
2
1
1
1
1
0
false
0
0
36
4
new car
7,855
1
2
4
true
0
0
2
25
1
2
2
2
1
1
false
1
1
12
2
radio/television
1,680
3
4
3
false
2
0
1
35
2
2
1
2
1
0
false
0
0
48
4
radio/television
3,578
0
4
4
false
1
0
1
47
2
2
1
2
1
1
false
0
1
42
2
radio/television
7,174
0
3
4
true
0
0
3
30
2
2
1
3
1
1
false
1
1
10
4
furniture/equipment
2,132
0
1
2
true
0
1
3
27
2
1
2
2
1
0
true
0
1
33
4
furniture/equipment
4,281
3
2
1
true
0
0
4
23
2
2
2
2
1
0
false
1
2
12
4
new car
2,366
3
3
3
false
0
0
3
36
2
2
1
3
1
1
false
0
1
21
2
radio/television
1,835
1
2
3
true
0
0
2
25
2
2
2
2
1
1
false
1
0
24
4
used car
3,868
1
4
4
true
0
0
2
41
2
1
2
3
1
1
false
0
0
12
2
furniture/equipment
1,768
1
2
3
false
1
0
2
24
2
1
1
1
1
0
false
0
3
10
4
new car
781
1
4
4
false
1
0
4
63
2
0
2
2
1
1
false
0
2
18
2
furniture/equipment
1,924
0
1
4
true
0
0
3
27
2
1
1
2
1
0
false
1
1
12
4
new car
2,121
1
2
4
false
1
0
2
30
2
2
2
2
1
0
false
0
1
12
2
radio/television
701
1
2
4
false
2
0
2
40
2
2
1
1
1
0
false
0
2
12
2
repairs
639
1
2
4
false
1
0
2
30
2
2
1
2
1
0
false
1
2
12
4
used car
1,860
1
0
4
false
1
0
2
34
2
2
2
3
1
1
false
0
1
12
4
new car
3,499
1
2
3
true
0
1
2
29
2
2
2
2
1
0
false
1
2
48
2
new car
8,487
0
3
1
true
0
0
2
24
2
2
1
2
1
0
false
0
1
36
3
education
6,887
1
2
4
false
1
0
3
29
1
2
1
2
1
1
false
1
0
15
2
furniture/equipment
2,708
1
1
2
false
1
0
3
27
0
2
2
1
1
0
false
0
0
18
2
furniture/equipment
1,984
1
2
4
false
1
0
4
47
0
0
2
2
1
0
false
0
0
60
2
radio/television
10,144
2
3
2
true
0
0
4
21
2
2
1
2
1
1
false
0
0
12
4
radio/television
1,240
0
4
4
true
0
0
2
38
2
2
2
2
1
1
false
0
0
27
3
used car
8,613
4
2
2
false
1
0
2
27
2
2
2
2
1
0
false
0
2
12
2
radio/television
766
3
2
4
false
1
0
3
66
2
2
1
1
1
0
false
1
2
15
4
radio/television
2,728
0
3
4
false
1
2
2
35
0
2
3
2
1
1
false
0
3
12
2
radio/television
1,881
1
2
2
true
0
0
2
44
2
1
1
1
1
1
false
0
3
6
2
new car
709
4
1
2
false
2
0
2
27
2
2
1
0
1
0
true
0
2
36
2
radio/television
4,795
1
1
4
true
0
0
1
30
2
2
1
3
1
1
false
0
1
27
2
radio/television
3,416
1
2
3
false
1
0
2
27
2
2
1
3
1
0
false
0
1
18
2
furniture/equipment
2,462
1
2
2
false
1
0
2
22
2
2
1
2
1
0
false
1
0
21
4
furniture/equipment
2,288
1
1
4
true
0
0
4
23
2
2
1
2
1
1
false
0
2
48
1
business
3,566
2
3
4
false
1
0
2
30
2
2
1
2
1
0
false
0
1
6
4
new car
860
1
4
1
true
0
0
4
39
2
2
2
2
1
1
false
0
0
12
4
new car
682
2
3
4
true
0
0
3
51
2
2
2
2
1
1
false
0
1
36
4
furniture/equipment
5,371
1
2
3
false
1
2
2
28
2
2
2
2
1
0
false
0
0
18
4
radio/television
1,582
4
4
4
false
1
0
4
46
2
2
2
2
1
0
false
0
0
6
2
radio/television
1,346
2
4
2
false
1
0
4
42
0
0
1
2
2
1
false
0
0
10
2
radio/television
1,924
1
2
1
false
1
0
4
38
2
2
1
2
1
1
true
0
3
36
2
radio/television
5,848
1
2
4
false
1
0
1
24
2
2
1
2
1
0
false
0
2
24
4
used car
7,758
4
4
2
true
0
0
4
29
2
1
1
2
1
0
false
0
2
24
3
business
6,967
2
3
4
false
1
0
4
36
2
1
1
3
1
1
false
0
1
12
2
furniture/equipment
1,282
1
2
2
true
0
0
4
20
2
1
1
2
1
0
false
1
1
9
4
repairs
1,288
2
4
3
false
1
2
4
48
2
2
2
2
2
0
true
0
1
12
1
retraining
339
1
4
4
false
2
0
1
45
0
2
1
1
1
0
false
0
2
24
2
new car
3,512
2
3
2
false
1
0
3
38
0
2
2
2
1
1
false
0
0
6
4
radio/television
1,898
0
2
1
false
1
0
2
34
2
2
2
1
2
0
false
0
0
24
4
radio/television
2,872
2
4
3
false
1
0
4
36
2
2
1
2
2
1
false
0
0
18
4
new car
1,055
1
1
4
true
0
0
1
30
2
2
2
2
1
0
false
0
0
15
2
domestic appliances
1,262
3
3
4
false
1
0
3
36
2
2
2
2
1
1
false
0
2
10
2
new car
7,308
1
0
2
false
1
0
4
70
0
0
1
3
1
1
false
0
0
36
2
new car
909
3
4
4
false
1
0
4
36
2
2
1
2
1
0
false
0
0
6
2
furniture/equipment
2,978
3
2
1
false
1
0
2
32
2
2
1
2
1
1
false
0
1
18
2
furniture/equipment
1,131
1
0
4
true
0
0
2
33
2
2
1
2
1
0
false
1
2
11
2
furniture/equipment
1,577
4
1
4
true
0
0
1
20
2
2
1
2
1
0
false
0
0
24
2
furniture/equipment
3,972
1
3
2
true
0
0
4
25
2
1
1
2
1
1
false
0
2
24
4
business
1,935
1
4
4
false
0
0
4
31
2
2
2
2
1
1
false
1
1
15
0
new car
950
1
4
4
false
1
0
3
33
2
1
2
2
2
0
false
1
0
12
2
furniture/equipment
763
1
2
4
true
0
0
1
26
2
2
1
2
1
1
false
0
2
24
3
furniture/equipment
2,064
1
0
3
true
0
0
2
34
2
2
1
3
1
1
false
1
2
8
2
radio/television
1,414
1
2
4
false
1
2
2
33
2
2
1
2
1
0
true
0
1
21
3
education
3,414
1
1
2
false
1
0
1
26
2
2
2
2
1
0
false
1
0
30
1
used car
7,485
0
0
4
true
0
0
1
53
0
2
1
3
1
1
false
1
1
12
2
furniture/equipment
2,577
1
2
2
false
0
0
1
42
2
2
1
2
1
0
false
0
1
6
4
radio/television
338
3
4
4
false
1
0
4
52
2
2
2
2
1
0
false
0
0
12
2
radio/television
1,963
1
3
4
false
1
0
2
31
2
1
2
3
2
1
false
0
1
21
4
new car
571
1
4
4
false
1
0
4
65
2
2
2
2
1
0
false
0
0
36
3
business
9,572
1
1
1
false
0
0
1
28
2
2
2
2
1
0
false
1
2
36
3
business
4,455
1
2
2
false
0
0
2
30
1
2
2
3
1
1
false
1
1
21
1
new car
1,647
0
2
4
false
1
0
2
40
2
2
2
1
2
0
false
1
0
24
4
furniture/equipment
3,777
4
2
4
false
1
0
4
50
2
2
1
2
1
1
false
0
2
18
4
new car
884
1
4
4
false
1
0
4
36
0
2
1
2
2
1
false
1
0
15
4
radio/television
1,360
1
2
4
false
1
0
2
31
2
2
2
2
1
0
false
0
2
9
1
used car
5,129
1
4
2
true
0
0
4
74
0
0
1
3
2
1
false
1
2
16
4
new car
1,175
1
0
2
false
1
0
3
68
2
0
3
0
1
1
false
0
1
12
2
radio/television
674
2
3
4
false
2
0
1
20
2
2
1
2
1
0
false
1
2
18
0
furniture/equipment
3,244
1
2
1
true
0
0
4
33
0
2
2
2
1
1
false
0
0
24
2
business
4,591
4
2
2
false
1
0
3
54
2
2
3
3
1
1
false
1
2
48
0
business
3,844
2
3
4
false
1
0
4
34
2
0
1
1
2
0
false
1
2
27
2
business
3,915
1
2
4
false
1
0
2
36
2
2
1
2
2
1
false
1
0
6
2
radio/television
2,108
1
3
2
false
2
0
2
29
2
1
1
2
1
0
false
0
2
45
2
radio/television
3,031
2
2
4
false
1
2
4
21
2
1
1
2
1
0
false
1
2
9
4
education
1,501
1
4
2
true
0
0
3
34
2
2
2
3
1
1
false
1
0
6
4
radio/television
1,382
1
2
1
true
0
0
1
28
2
2
2
2
1
1
false
0
2
12
2
furniture/equipment
951
2
1
4
true
0
0
4
27
0
1
4
2
1
0
false
1
2
24
2
used car
2,760
0
4
4
false
1
0
4
36
0
0
1
2
1
1
false
0
2
18
3
furniture/equipment
4,297
1
4
4
false
0
0
3
40
2
2
1
3
1
1
false
1