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
1
6
4
radio/television
1,169
0
4
4
false
1
0
4
67
2
2
2
2
1
1
false
0
2
48
2
radio/television
5,951
1
2
2
true
0
0
2
22
2
2
1
2
1
0
false
1
0
12
4
education
2,096
1
3
2
false
1
0
3
49
2
2
1
1
2
0
false
0
1
42
2
furniture/equipment
7,882
1
3
2
false
1
2
4
45
2
0
1
2
2
0
false
0
1
24
3
new car
4,870
1
2
3
false
1
0
4
53
2
0
2
2
2
0
false
1
0
36
2
education
9,055
0
2
2
false
1
0
4
35
2
0
1
1
2
1
false
0
0
24
2
furniture/equipment
2,835
3
4
3
false
1
0
4
53
2
2
1
2
1
0
false
0
2
36
2
used car
6,948
1
2
2
false
1
0
2
35
2
1
1
3
1
1
false
0
0
12
2
radio/television
3,059
4
3
2
false
0
0
4
61
2
2
1
1
1
0
false
0
2
30
4
new car
5,234
1
0
4
false
2
0
2
28
2
2
2
3
1
0
false
1
2
12
2
new car
1,295
1
1
3
true
0
0
1
25
2
1
1
2
1
0
false
1
1
48
2
business
4,308
1
1
3
true
0
0
4
24
2
1
1
2
1
0
false
1
2
12
2
radio/television
1,567
1
2
1
true
0
0
1
22
2
2
1
2
1
1
false
0
1
24
4
new car
1,199
1
4
4
false
1
0
4
60
2
2
2
1
1
0
false
1
1
15
2
new car
1,403
1
2
2
true
0
0
4
28
2
1
1
2
1
0
false
0
1
24
2
radio/television
1,282
2
2
4
true
0
0
2
32
2
2
1
1
1
0
false
1
0
24
4
radio/television
2,424
0
4
4
false
1
0
4
53
2
2
2
2
1
0
false
0
1
30
0
business
8,072
0
1
2
false
1
0
3
25
0
2
3
2
1
0
false
0
2
24
2
used car
12,579
1
4
4
true
0
0
2
44
2
0
1
3
1
1
false
1
0
24
2
radio/television
3,430
3
4
3
false
1
0
2
31
2
2
1
2
2
1
false
0
0
9
4
new car
2,134
1
2
4
false
1
0
4
48
2
2
3
2
1
1
false
0
1
6
2
radio/television
2,647
3
2
2
false
1
0
3
44
2
1
1
2
2
0
false
0
1
10
4
new car
2,241
1
1
1
false
1
0
3
48
2
1
2
1
2
0
true
0
2
12
4
used car
1,804
2
1
3
false
1
0
4
44
2
2
1
2
1
0
false
0
0
10
4
furniture/equipment
2,069
0
2
2
false
2
0
1
26
2
2
2
2
1
0
true
0
1
6
2
furniture/equipment
1,374
1
2
1
false
1
0
2
36
0
2
1
1
1
1
false
0
0
6
0
radio/television
426
1
4
4
false
2
0
4
39
2
2
1
1
1
0
false
0
3
12
1
radio/television
409
4
2
3
true
0
0
3
42
2
1
2
2
1
0
false
0
2
7
2
radio/television
2,415
1
2
3
false
1
2
2
34
2
2
1
2
1
0
false
0
1
60
3
business
6,836
1
4
3
false
1
0
4
63
2
2
2
2
1
1
false
1
2
18
2
business
1,913
4
1
3
false
2
0
3
36
0
2
1
2
1
1
false
0
1
24
2
furniture/equipment
4,020
1
2
2
false
1
0
2
27
1
2
1
2
1
0
false
0
2
18
2
new car
5,866
2
2
2
false
1
0
2
30
2
2
2
2
1
1
false
0
0
12
4
business
1,264
0
4
4
false
1
0
4
57
2
1
1
1
1
0
false
0
3
12
2
furniture/equipment
1,474
1
1
4
true
0
0
1
33
0
2
1
3
1
1
false
0
2
45
4
radio/television
4,746
1
1
4
false
1
0
2
25
2
2
2
1
1
0
false
1
0
48
4
education
6,110
1
2
1
false
1
0
3
31
0
0
1
2
1
1
false
0
3
18
2
radio/television
2,100
1
2
4
false
1
1
2
37
1
2
1
2
1
0
false
1
3
10
2
domestic appliances
1,225
1
2
2
false
1
0
2
37
2
2
1
2
1
1
false
0
2
9
2
radio/television
458
1
2
4
false
1
0
3
24
2
2
1
2
1
0
false
0
0
30
2
radio/television
2,333
3
4
4
false
1
0
2
30
0
2
1
3
1
0
false
0
2
12
2
radio/television
1,158
3
2
3
false
0
0
1
26
2
2
1
2
1
1
false
0
2
18
3
repairs
6,204
1
2
2
false
1
0
4
44
2
2
1
1
2
1
false
0
1
30
4
used car
6,187
2
3
1
false
2
0
4
24
2
1
2
2
1
0
false
0
1
48
4
used car
6,143
1
4
4
true
0
0
4
58
1
0
2
1
1
0
false
1
0
11
4
new car
1,393
1
1
4
true
0
0
4
35
2
2
2
3
1
0
false
0
0
36
2
radio/television
2,299
3
4
4
false
1
0
4
39
2
2
1
2
1
0
false
0
1
6
2
used car
1,352
3
0
1
true
0
0
2
23
2
1
1
0
1
1
false
0
0
11
4
new car
7,228
1
2
1
false
1
0
4
39
2
2
2
1
1
0
false
0
0
12
2
radio/television
2,073
2
2
4
true
0
1
2
28
2
2
1
2
1
0
false
0
2
24
3
furniture/equipment
2,333
0
1
4
false
1
0
2
29
0
2
1
1
1
0
false
0
2
27
3
used car
5,965
1
4
1
false
1
0
2
30
2
2
2
3
1
1
false
0
0
12
2
radio/television
1,262
1
2
3
false
1
0
2
25
2
2
1
2
1
0
false
0
0
18
2
used car
3,378
0
2
2
false
1
0
1
31
2
2
1
2
1
1
false
0
2
36
3
new car
2,225
1
4
4
false
1
0
4
57
0
0
2
2
1
1
false
1
0
6
1
new car
783
0
2
1
false
1
2
2
26
1
2
1
1
2
0
false
0
2
12
2
radio/television
6,468
0
0
2
false
1
0
1
52
2
2
1
3
1
1
false
1
0
36
4
radio/television
9,566
1
2
2
true
0
0
2
31
1
2
2
2
1
0
false
0
3
18
2
new car
1,961
1
4
3
true
0
0
2
23
2
2
1
3
1
0
false
0
1
36
4
furniture/equipment
6,229
1
1
4
true
0
1
4
23
2
1
2
1
1
1
false
1
2
9
2
business
1,391
1
2
2
false
2
0
1
27
0
2
1
2
1
1
false
0
2
15
4
radio/television
1,537
0
4
4
false
1
2
4
50
2
2
2
2
1
1
false
0
2
36
0
business
1,953
1
4
4
false
1
0
4
61
2
0
1
3
1
1
false
1
2
48
0
business
14,421
1
2
2
false
1
0
2
25
2
2
1
2
1
1
false
1
0
24
2
radio/television
3,181
1
1
4
true
0
0
4
26
2
2
1
2
1
1
false
0
0
27
2
repairs
5,190
0
4
4
false
1
0
4
48
2
2
4
2
2
1
false
0
0
12
2
radio/television
2,171
1
1
2
true
0
0
2
29
0
2
1
2
1
0
false
0
2
12
2
new car
1,007
4
2
4
false
2
0
1
22
2
2
1
2
1
0
false
0
0
36
2
education
1,819
1
2
4
false
1
0
4
37
1
0
1
2
1
1
false
1
0
36
2
radio/television
2,394
0
2
4
true
0
0
4
25
2
2
1
2
1
0
false
0
0
36
2
used car
8,133
1
2
1
true
0
0
2
30
0
2
1
2
1
0
false
0
0
7
4
radio/television
730
0
4
4
false
1
0
2
46
2
1
2
1
1
1
false
0
1
8
4
others
1,164
1
4
3
false
1
0
4
51
0
0
2
3
2
1
false
0
2
42
4
business
5,954
1
3
2
true
0
0
1
41
0
2
2
1
1
0
false
0
1
36
2
education
1,977
0
4
4
false
1
0
4
40
2
2
1
3
1
1
false
1
1
12
4
used car
1,526
1
4
4
false
1
0
4
66
2
0
2
3
1
0
false
0
1
42
2
radio/television
3,965
1
1
4
false
1
0
3
34
2
2
1
2
1
0
false
1
2
11
3
radio/television
4,771
1
3
2
false
1
0
4
51
2
2
1
2
1
0
false
0
0
54
0
used car
9,436
0
2
2
false
1
0
2
39
2
2
1
1
2
0
false
0
2
30
2
furniture/equipment
3,832
1
1
2
false
2
0
1
22
2
2
1
2
1
0
false
0
0
24
2
radio/television
5,943
0
1
1
true
0
0
1
44
2
2
2
2
1
1
false
1
0
15
2
radio/television
1,213
3
4
4
false
1
0
3
47
1
2
1
2
1
1
false
0
0
18
2
business
1,568
2
2
3
true
0
0
4
24
2
1
1
1
1
0
false
0
1
24
2
others
1,755
1
4
4
true
0
2
4
58
2
2
1
1
1
1
false
0
1
10
2
radio/television
2,315
1
4
3
false
1
0
4
52
2
2
1
1
1
0
false
0
0
12
4
business
1,412
1
2
4
true
0
2
2
29
2
2
2
3
1
1
false
0
2
18
4
furniture/equipment
1,295
1
1
4
true
0
0
1
27
2
2
2
2
1
0
false
0
2
36
2
education
12,612
2
2
1
false
1
0
4
47
2
0
1
2
2
1
false
1
1
18
2
new car
2,249
2
3
4
false
1
0
3
30
2
2
1
3
2
1
false
0
1
12
0
repairs
1,108
1
3
4
false
1
0
3
28
2
2
2
2
1
0
false
1
0
12
4
radio/television
618
1
4
4
false
1
0
4
56
2
2
1
2
1
0
false
0
1
12
4
used car
1,409
1
4
4
false
1
0
3
54
2
2
1
2
1
0
false
0
0
12
4
radio/television
797
0
4
4
true
0
0
3
33
0
2
1
1
2
0
false
1
3
24
4
furniture/equipment
3,617
0
4
4
false
1
1
4
20
2
1
2
2
1
0
false
0
2
12
2
new car
1,318
4
4
4
false
1
0
4
54
2
2
1
2
1
1
false
0
2
54
0
business
15,945
1
1
3
false
1
0
4
58
2
1
1
2
1
1
false
1
0
12
4
education
2,012
0
3
4
true
0
0
2
61
2
2
1
2
1
0
false
0
2
18
2
business
2,622
2
2
4
false
1
0
4
34
2
2
1
2
1
0
false
0
2
36
4
radio/television
2,337
1
4
4
false
1
0
4
36
2
2
1
2
1
0
false
0
2
20
3
used car
7,057
0
3
3
false
1
0
4
36
0
1
2
3
2
1
false
0