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
6
2
new car
672
1
0
1
true
0
0
4
54
2
2
1
0
1
1
false
0
2
36
0
radio/television
3,804
1
2
4
true
0
0
1
42
2
2
1
2
1
1
false
1
3
24
4
new car
1,344
0
3
4
false
1
0
2
37
0
2
2
1
2
0
false
1
1
10
4
new car
1,038
1
3
4
false
1
1
3
49
2
2
2
2
1
1
false
0
0
48
4
new car
10,127
3
2
2
false
1
0
2
44
0
0
1
2
1
0
false
1
0
6
2
furniture/equipment
1,543
4
2
4
false
0
0
2
33
2
2
1
2
1
0
false
0
0
30
2
used car
4,811
0
3
2
true
0
0
4
24
1
1
1
1
1
0
false
0
1
12
2
radio/television
727
2
1
4
false
2
0
3
33
2
2
1
1
1
1
false
1
2
8
2
furniture/equipment
1,237
1
2
3
true
0
0
4
24
2
2
1
2
1
0
false
1
2
9
2
new car
276
1
2
4
false
2
0
4
22
2
1
1
1
1
0
false
0
2
48
2
others
5,381
0
0
3
false
1
0
4
40
0
0
1
0
1
1
false
0
0
24
2
furniture/equipment
5,511
2
2
4
false
1
0
1
25
1
2
1
2
1
0
false
0
3
24
2
furniture/equipment
3,749
1
1
2
true
0
0
4
26
2
2
1
2
1
0
false
0
2
12
2
new car
685
1
3
2
false
2
0
3
25
0
2
1
1
1
0
false
1
3
4
2
new car
1,494
0
1
1
false
1
0
2
29
2
2
1
1
2
0
true
0
1
36
1
furniture/equipment
2,746
1
4
4
false
1
0
4
31
0
2
1
2
1
0
false
1
1
12
2
furniture/equipment
708
1
2
2
false
1
2
3
38
2
2
1
1
2
0
false
0
2
24
2
furniture/equipment
4,351
0
2
1
true
0
0
4
48
2
2
1
1
1
1
false
0
0
12
4
education
701
1
2
4
false
1
0
2
32
2
2
2
2
1
0
false
0
1
15
3
furniture/equipment
3,643
1
4
1
true
0
0
4
27
2
2
2
1
1
0
false
0
2
30
4
new car
4,249
1
0
4
false
2
0
2
28
2
2
2
3
1
0
false
1
1
24
2
radio/television
1,938
1
1
4
false
0
0
3
32
2
2
1
2
1
0
false
1
1
24
2
used car
2,910
1
3
2
false
1
0
1
34
2
0
1
3
1
1
false
0
1
18
2
furniture/equipment
2,659
4
2
4
false
1
0
2
28
2
2
1
2
1
0
false
0
0
18
4
new car
1,028
1
2
4
true
0
0
3
36
2
2
2
2
1
0
false
0
1
8
4
new car
3,398
1
3
1
false
1
0
4
39
2
2
2
1
1
0
true
0
0
12
4
furniture/equipment
5,801
0
4
2
false
1
0
4
49
2
1
1
2
1
1
false
0
0
24
2
new car
1,525
4
3
4
true
0
0
3
34
2
2
1
2
2
1
false
0
3
36
2
radio/television
4,473
1
4
4
false
1
0
2
31
2
2
1
2
1
0
false
0
2
6
2
radio/television
1,068
1
4
4
false
1
0
4
28
2
2
1
2
2
0
false
0
1
24
4
used car
6,615
1
0
2
false
1
0
4
75
2
0
2
3
1
1
false
0
0
18
4
education
1,864
2
2
4
true
0
0
2
30
2
2
2
2
1
0
false
1
2
60
2
new car
7,408
2
1
4
true
0
0
2
24
2
2
1
3
1
0
false
1
0
48
4
used car
11,590
2
2
2
true
0
0
4
24
0
1
2
1
1
0
false
1
1
24
0
furniture/equipment
4,110
1
4
3
false
1
0
4
23
0
1
2
2
2
0
false
1
1
6
4
furniture/equipment
3,384
1
2
1
false
0
0
4
44
2
1
1
3
1
1
false
1
2
13
2
radio/television
2,101
1
1
2
true
0
2
4
23
2
2
1
1
1
0
false
0
1
15
2
domestic appliances
1,275
0
2
4
true
0
0
2
24
2
1
1
2
1
0
false
1
1
24
2
furniture/equipment
4,169
1
2
4
false
1
0
4
28
2
2
1
2
1
0
false
0
2
10
2
furniture/equipment
1,521
1
2
4
false
0
0
2
31
2
2
1
1
1
0
false
0
2
24
4
education
5,743
1
1
2
true
0
0
4
24
2
0
2
2
1
1
false
0
1
21
2
furniture/equipment
3,599
1
3
1
true
0
0
4
26
2
1
1
1
1
0
false
0
2
18
2
radio/television
3,213
3
1
1
false
2
0
3
25
2
1
1
2
1
0
false
0
2
18
2
business
4,439
1
4
1
false
1
1
1
33
0
2
1
3
1
1
false
0
3
10
2
new car
3,949
1
1
1
false
1
2
1
37
2
2
1
1
2
0
false
0
0
15
4
radio/television
1,459
1
2
4
true
0
0
2
43
2
2
1
1
1
0
false
0
2
13
4
radio/television
882
1
1
4
false
1
2
4
23
2
2
2
2
1
0
false
0
2
24
2
radio/television
3,758
3
0
1
true
0
0
4
23
2
1
1
0
1
0
false
0
0
6
3
business
1,743
2
2
1
false
1
0
2
34
2
2
2
1
1
0
false
0
2
9
4
education
1,136
4
4
4
false
1
0
3
32
2
0
2
2
2
0
false
1
0
9
2
domestic appliances
1,236
1
1
1
true
0
0
4
23
2
1
1
2
1
1
false
0
2
9
2
furniture/equipment
959
1
2
1
true
0
0
2
29
2
2
1
2
1
0
true
1
0
18
4
used car
3,229
0
0
2
false
1
0
4
38
2
2
1
3
1
1
false
0
1
12
0
radio/television
6,199
1
2
4
false
1
0
2
28
2
1
2
2
1
1
false
1
0
10
2
education
727
3
4
4
false
1
0
4
46
2
0
1
2
1
1
false
0
2
24
2
new car
1,246
1
1
4
false
1
0
2
23
1
2
1
1
1
0
false
1
0
12
4
radio/television
2,331
0
4
1
false
1
1
4
49
2
2
1
2
1
1
false
0
0
36
3
radio/television
4,463
1
2
4
false
1
0
2
26
2
2
2
3
1
1
false
1
0
12
2
radio/television
776
1
2
4
false
2
0
2
28
2
2
1
2
1
0
false
0
1
30
2
furniture/equipment
2,406
1
3
4
true
0
0
4
23
2
1
1
2
1
0
false
1
2
18
2
education
1,239
0
2
4
false
1
0
4
61
2
0
1
2
1
0
false
0
3
12
2
radio/television
3,399
0
4
2
false
1
0
3
37
2
2
1
3
1
0
false
0
3
12
3
new car
2,247
1
2
2
true
0
0
2
36
1
2
2
2
1
1
false
0
0
6
2
furniture/equipment
1,766
1
2
1
false
2
0
2
21
2
1
1
2
1
0
false
0
1
18
2
furniture/equipment
2,473
1
0
4
false
1
0
1
25
2
2
1
0
1
0
false
1
0
12
2
business
1,542
1
3
2
false
1
0
4
36
2
2
1
2
1
1
false
0
0
18
4
used car
3,850
1
3
3
false
1
0
1
27
2
2
2
2
1
0
false
0
1
18
2
furniture/equipment
3,650
1
1
1
true
0
0
4
22
2
1
1
2
1
0
false
0
1
36
2
furniture/equipment
3,446
1
4
4
false
1
0
2
42
2
2
1
2
2
0
false
1
2
18
2
furniture/equipment
3,001
1
3
2
true
0
0
4
40
2
1
1
2
1
0
false
0
0
36
2
new car
3,079
0
2
4
false
1
0
4
36
2
2
1
2
1
0
false
0
0
18
4
radio/television
6,070
1
4
3
false
1
0
4
33
2
2
2
2
1
1
false
0
0
10
4
furniture/equipment
2,146
1
1
1
true
0
0
3
23
2
1
2
2
1
0
false
0
0
60
4
new car
13,756
0
4
2
false
1
0
4
63
0
0
1
3
1
1
false
0
2
60
1
others
14,782
2
4
3
true
0
0
4
60
0
0
2
3
1
1
false
1
1
48
1
business
7,685
1
3
2
true
0
2
4
37
2
1
1
2
1
0
false
1
0
18
3
radio/television
2,320
1
0
2
false
2
0
3
34
2
2
2
2
1
0
false
0
0
7
3
radio/television
846
0
4
3
false
1
0
4
36
2
0
1
2
1
0
false
0
2
36
2
new car
14,318
1
4
4
false
1
0
2
57
2
0
1
3
1
1
false
1
0
6
4
new car
362
2
2
4
true
0
0
4
52
2
2
2
1
1
0
false
0
1
20
2
furniture/equipment
2,212
0
3
4
false
1
0
4
39
2
2
1
2
1
1
false
0
2
18
2
used car
12,976
1
0
3
true
0
0
4
38
2
0
1
3
1
1
false
1
0
22
2
new car
1,283
0
3
4
true
0
0
4
25
2
1
1
2
1
0
false
0
3
12
2
new car
1,330
1
1
4
false
1
0
1
26
2
2
1
2
1
0
false
0
0
30
3
business
4,272
2
2
2
false
1
0
2
26
2
2
2
1
1
0
false
0
0
18
4
radio/television
2,238
1
2
2
true
0
0
1
25
2
2
2
2
1
0
false
0
0
18
2
radio/television
1,126
0
1
4
true
0
0
2
21
2
1
1
2
1
1
false
0
2
18
4
furniture/equipment
7,374
1
0
4
false
1
0
4
40
1
2
2
3
1
1
false
0
2
15
4
business
2,326
3
2
2
false
1
0
4
27
0
2
1
2
1
0
false
0
0
9
2
business
1,449
1
3
3
true
0
0
2
27
2
2
2
2
1
0
false
0
0
18
2
new car
1,820
1
2
2
false
2
0
2
30
2
2
1
3
1
1
false
0
2
12
2
furniture/equipment
983
4
1
1
true
0
0
4
19
2
1
1
1
1
0
false
0
1
36
2
new car
3,249
1
3
2
false
1
0
4
39
0
0
1
3
2
1
false
0
1
6
4
radio/television
1,957
1
3
1
true
0
0
4
31
2
2
1
2
1
0
false
0
0
9
4
furniture/equipment
2,406
1
0
2
false
1
0
3
31
2
2
1
3
1
0
false
0
2
39
3
education
11,760
2
3
2
false
1
0
3
32
2
1
1
2
1
1
false
0
1
12
2
furniture/equipment
2,578
1
0
3
true
0
0
4
55
2
0
1
3
1
0
false
0
1
36
4
furniture/equipment
2,348
1
2
3
false
2
0
2
46
2
2
2
2
1
1
false
0
2
12
2
new car
1,223
1
4
1
false
0
0
1
46
2
1
2
2
1
0
false
1
0
24
4
radio/television
1,516
4
2
4
true
0
0
1
43
2
2
2
1
1
0
false
0