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
9
4
education
936
3
4
4
false
1
0
2
52
2
2
2
2
1
1
false
0
1
12
2
new car
1,168
1
2
4
false
2
0
3
27
2
2
1
1
1
0
false
0
0
27
3
business
5,117
1
3
3
false
1
0
4
26
2
2
2
2
1
0
false
0
1
12
2
retraining
902
1
3
4
false
2
0
4
21
2
1
1
2
1
0
false
1
0
12
4
new car
1,495
1
4
4
false
1
0
1
38
2
2
2
1
2
0
false
0
1
30
4
used car
10,623
1
4
3
false
1
0
4
38
2
0
3
3
2
1
false
0
0
12
4
furniture/equipment
1,935
1
4
4
false
1
0
4
43
2
2
3
2
1
1
false
0
2
12
4
domestic appliances
1,424
1
3
4
false
1
0
3
26
2
2
1
2
1
0
false
0
1
24
2
business
6,568
1
2
2
false
2
0
2
21
1
2
1
1
1
0
false
0
0
12
2
used car
1,413
4
3
3
false
1
0
2
55
2
2
1
2
1
0
true
0
0
9
4
radio/television
3,074
0
2
1
false
1
0
2
33
2
2
2
2
2
0
false
0
0
36
2
radio/television
3,835
0
4
2
true
0
0
4
45
2
2
1
1
1
1
false
0
1
27
0
business
5,293
1
0
2
false
1
0
4
50
1
2
2
2
1
1
false
1
3
30
3
business
1,908
1
4
4
false
1
0
4
66
2
2
1
3
1
1
false
1
0
36
4
radio/television
3,342
0
4
4
false
1
0
2
51
2
2
1
2
1
1
false
0
2
6
4
retraining
932
0
3
1
true
0
0
3
39
2
2
2
1
1
0
false
0
1
18
0
business
3,104
1
3
3
false
1
0
1
31
0
2
1
2
1
1
false
0
3
36
2
radio/television
3,913
1
2
2
false
1
0
2
23
2
2
1
2
1
1
false
0
1
24
2
furniture/equipment
3,021
1
2
2
false
0
0
2
24
2
1
1
1
1
0
false
0
0
10
2
new car
1,364
1
2
2
true
0
0
4
64
2
2
1
2
1
1
false
0
2
12
2
radio/television
625
1
1
4
false
2
2
1
26
0
2
1
1
1
0
false
0
1
12
2
education
1,200
0
2
4
true
0
0
4
23
0
1
1
2
1
1
false
0
0
12
2
radio/television
707
1
2
4
false
1
0
2
30
0
2
2
2
1
0
false
0
0
24
3
business
2,978
0
2
4
false
1
0
4
32
2
2
2
2
2
1
false
0
0
15
2
used car
4,657
1
2
3
false
1
0
2
30
2
2
1
2
1
1
false
0
0
36
0
repairs
2,613
1
2
4
false
1
0
2
27
2
2
2
2
1
0
false
0
2
48
2
radio/television
10,961
4
3
1
false
1
1
2
27
0
2
2
2
1
1
false
1
1
12
2
furniture/equipment
7,865
1
4
4
false
1
0
4
53
2
0
1
3
1
1
false
1
0
9
2
radio/television
1,478
1
3
4
false
1
0
2
22
2
2
1
2
1
0
false
1
1
24
2
furniture/equipment
3,149
1
1
4
false
1
0
1
22
0
0
1
2
1
0
false
0
3
36
2
radio/television
4,210
1
2
4
false
1
0
2
26
2
2
1
2
1
0
false
1
0
9
2
new car
2,507
3
4
2
false
1
0
4
51
2
0
1
1
1
0
false
0
0
12
2
radio/television
2,141
2
3
3
false
1
0
1
35
2
2
1
2
1
0
false
0
2
18
2
radio/television
866
1
2
4
false
2
2
2
25
2
2
1
1
1
0
false
0
0
4
4
radio/television
1,544
1
3
2
false
1
0
1
42
2
2
3
1
2
0
false
0
1
24
2
radio/television
1,823
1
0
4
false
1
0
2
30
1
2
1
3
2
0
false
1
2
6
2
new car
14,555
0
0
1
false
1
0
2
23
2
2
1
0
1
1
false
1
2
21
2
business
2,767
2
4
4
false
0
0
2
61
0
1
2
1
1
0
false
1
0
12
4
radio/television
1,291
1
2
4
true
0
0
2
35
2
2
2
2
1
0
false
0
1
30
2
radio/television
2,522
1
4
1
false
1
2
3
39
2
2
1
2
2
0
false
0
1
24
2
new car
915
0
4
4
true
0
0
2
29
0
2
1
2
1
0
false
1
0
6
2
radio/television
1,595
1
3
3
false
1
0
2
51
2
2
1
2
2
0
false
0
1
48
0
used car
4,605
1
4
3
false
1
0
4
24
2
0
2
2
2
0
false
1
0
12
4
business
1,185
1
2
3
true
0
0
2
27
2
2
2
2
1
0
false
0
0
12
1
retraining
3,447
3
2
4
true
0
0
3
35
2
2
1
1
2
0
false
0
0
24
2
business
1,258
1
3
4
false
1
0
1
25
2
2
1
2
1
1
false
0
0
12
4
radio/television
717
1
4
4
false
1
0
4
52
2
2
3
2
1
0
false
0
0
6
0
new car
1,204
2
2
4
false
1
0
1
35
0
1
1
2
1
0
true
0
3
24
2
furniture/equipment
1,925
1
2
2
false
1
0
2
26
2
2
1
2
1
0
false
0
0
18
2
radio/television
433
1
0
3
true
0
1
4
22
2
1
1
2
1
0
false
1
1
6
4
new car
666
4
3
3
true
0
0
4
39
2
2
2
1
1
1
false
0
3
12
2
furniture/equipment
2,251
1
2
1
true
0
0
2
46
2
2
1
1
1
0
false
0
2
30
2
new car
2,150
1
2
4
true
0
2
2
24
0
2
1
2
1
0
false
1
0
24
3
furniture/equipment
4,151
2
2
2
false
1
0
3
35
2
2
2
2
1
0
false
0
2
9
2
furniture/equipment
2,030
0
3
2
false
1
0
1
24
2
2
1
2
1
1
false
0
2
60
3
radio/television
7,418
0
2
1
false
1
0
1
27
2
2
1
1
1
0
false
0
0
24
4
radio/television
2,684
1
2
4
false
1
0
2
35
2
2
2
1
1
0
false
0
1
12
1
radio/television
2,149
1
2
4
false
0
0
1
29
2
0
1
2
1
0
false
1
0
15
2
used car
3,812
2
1
1
true
0
0
4
23
2
2
1
2
1
1
false
0
0
11
4
radio/television
1,154
2
0
4
true
0
0
4
57
2
2
3
1
1
0
false
0
1
12
2
furniture/equipment
1,657
1
2
2
false
1
0
2
27
2
2
1
2
1
0
false
0
1
24
2
radio/television
1,603
1
4
4
true
0
0
4
55
2
2
1
2
1
0
false
0
1
18
4
new car
5,302
1
4
2
false
1
0
4
36
2
0
3
3
1
1
false
0
0
12
4
education
2,748
1
4
2
true
0
0
4
57
0
0
3
1
1
0
false
0
0
10
4
new car
1,231
1
4
3
false
1
0
4
32
2
2
2
1
2
0
true
0
2
15
2
radio/television
802
1
4
4
false
1
0
3
37
2
2
1
2
2
0
false
1
0
36
4
business
6,304
0
4
4
false
1
0
4
36
2
2
2
2
1
0
false
0
0
24
2
radio/television
1,533
1
1
4
true
0
0
3
38
1
2
1
2
1
1
false
0
1
14
2
new car
8,978
1
4
1
false
0
0
4
45
2
2
1
3
1
1
true
1
0
24
2
radio/television
999
0
4
4
false
1
0
2
25
2
2
2
2
1
0
false
0
0
18
2
new car
2,662
0
3
4
false
1
0
3
32
2
2
1
2
1
0
true
0
0
12
4
furniture/equipment
1,402
3
3
3
true
0
0
4
37
2
1
1
2
1
1
false
0
2
48
1
new car
12,169
0
0
4
false
1
1
4
36
2
0
1
3
1
1
false
0
2
48
2
radio/television
3,060
1
3
4
false
1
0
4
28
2
2
2
2
1
0
false
1
1
30
2
repairs
11,998
1
1
1
false
0
0
1
34
2
2
1
1
1
1
false
1
0
9
2
radio/television
2,697
1
2
1
false
1
0
2
32
2
2
1
2
2
0
false
0
0
18
4
radio/television
2,404
1
2
2
true
0
0
2
26
2
2
2
2
1
0
false
0
1
12
2
furniture/equipment
1,262
0
4
2
false
0
0
4
49
2
2
1
1
1
1
false
0
0
6
2
furniture/equipment
4,611
1
1
1
true
0
0
4
32
2
2
1
2
1
0
false
1
0
24
2
radio/television
1,901
2
2
4
false
1
0
4
29
2
1
1
3
1
1
false
0
0
15
4
used car
3,368
4
4
3
false
1
0
4
23
2
1
2
2
1
1
false
0
0
12
2
furniture/equipment
1,574
1
2
4
false
1
0
2
50
2
2
1
2
1
0
false
0
3
18
1
radio/television
1,445
0
3
4
false
1
0
4
49
0
2
1
1
1
0
false
0
0
15
4
furniture/equipment
1,520
0
4
4
false
1
0
4
63
2
2
1
2
1
0
false
0
2
24
4
new car
3,878
2
1
4
false
0
0
2
37
2
2
1
2
1
1
false
0
1
47
2
new car
10,722
1
1
1
true
0
0
1
35
2
2
1
1
1
1
false
0
1
48
2
used car
4,788
1
3
4
false
1
0
3
26
2
2
1
2
2
0
false
0
2
48
3
others
7,582
2
0
2
false
1
0
4
31
2
0
1
3
1
1
false
0
2
12
2
radio/television
1,092
1
2
4
true
0
2
4
49
2
2
2
2
1
1
false
0
1
24
3
radio/television
1,024
1
1
4
false
2
0
4
48
1
2
1
2
1
0
false
1
0
12
2
business
1,076
1
2
2
false
2
0
2
26
2
2
1
2
1
1
true
0
2
36
2
used car
9,398
1
1
1
false
2
0
4
28
2
1
1
3
1
1
false
1
1
24
4
used car
6,419
1
4
2
true
0
0
4
44
2
0
2
3
2
1
false
0
3
42
4
used car
4,796
1
4
4
false
1
0
4
56
2
0
1
2
1
0
false
0
0
48
4
business
7,629
0
4
4
false
0
0
2
46
0
2
2
3
2
0
false
0
2
48
2
furniture/equipment
9,960
1
1
1
true
0
0
2
26
2
2
1
2
1
1
false
1
0
12
2
used car
4,675
0
1
1
true
0
0
4
20
2
1
1
2
1
0
false
0
0
10
2
new car
1,287
0
4
4
false
1
1
2
45
2
2
1
1
1
0
true
0
0
18
2
furniture/equipment
2,515
1
2
3
false
1
0
4
43
2
2
1
2
1
1
false
0
2
21
4
furniture/equipment
2,745
4
3
3
false
1
0
2
32
2
2
2
2
1
1
false
0