ID
int64
100k
104k
AGE
int64
18
50
INCOME
int64
15k
59.9k
GENDER
stringclasses
2 values
MARITAL
stringclasses
3 values
NUMKIDS
int64
0
4
NUMCARDS
int64
0
6
HOWPAID
stringclasses
2 values
MORTGAGE
stringclasses
2 values
STORECAR
int64
0
5
LOANS
int64
0
3
RISK
stringclasses
3 values
103,023
42
17,145
m
divsepwid
2
6
weekly
n
5
2
bad loss
101,878
25
17,135
f
married
1
1
monthly
y
1
2
bad profit
102,256
21
17,129
f
single
1
1
monthly
n
3
1
bad profit
101,479
33
17,128
f
married
2
0
monthly
y
1
2
bad profit
103,552
48
17,117
f
divsepwid
4
5
weekly
n
5
2
bad profit
103,268
44
17,104
m
divsepwid
4
6
weekly
n
3
3
bad profit
104,052
37
17,101
f
married
3
3
weekly
y
4
2
bad loss
102,558
23
17,098
f
single
0
2
weekly
y
1
1
bad profit
103,022
37
17,091
f
divsepwid
2
6
weekly
n
4
2
bad loss
103,958
46
17,088
f
married
2
4
weekly
y
5
2
bad loss
101,304
21
17,078
m
married
2
2
weekly
y
3
2
bad profit
103,629
49
17,072
m
divsepwid
4
6
weekly
y
4
2
bad loss
103,478
47
17,061
m
divsepwid
4
6
weekly
n
5
2
good risk
103,453
28
17,055
f
divsepwid
4
5
weekly
y
5
3
bad profit
102,287
22
17,046
m
single
1
1
weekly
n
3
1
bad loss
101,028
37
17,043
m
married
2
1
weekly
y
3
2
bad profit
101,469
22
17,031
f
married
1
2
monthly
y
2
2
bad profit
101,638
23
17,022
f
married
1
0
monthly
y
3
2
bad profit
100,994
19
17,006
f
married
1
2
weekly
y
3
2
bad profit
101,894
38
16,999
f
married
2
0
weekly
y
1
1
bad profit
100,824
29
16,990
m
married
1
0
monthly
y
1
1
bad profit
102,052
20
16,988
f
single
0
1
weekly
y
1
1
bad profit
103,542
48
16,984
f
divsepwid
3
5
weekly
n
3
3
bad loss
100,828
18
16,975
m
married
1
1
weekly
y
1
2
bad profit
103,129
43
16,969
f
divsepwid
4
6
weekly
y
4
2
good risk
102,910
40
16,965
f
divsepwid
4
6
weekly
y
3
3
bad profit
101,780
24
16,960
m
married
1
1
monthly
y
3
2
bad loss
101,263
20
16,951
m
married
2
0
monthly
y
2
2
bad profit
100,984
19
16,942
f
married
1
2
weekly
y
1
2
bad profit
102,261
21
16,936
f
single
0
3
monthly
y
1
1
bad profit
101,660
23
16,935
f
married
2
1
weekly
y
3
1
bad profit
103,796
41
16,921
m
married
3
3
monthly
y
5
1
bad loss
102,013
29
16,918
m
single
0
3
monthly
n
1
1
bad profit
100,811
18
16,908
f
married
2
2
weekly
y
2
1
bad profit
102,821
25
16,886
f
single
0
3
weekly
n
2
1
bad profit
103,032
42
16,878
m
divsepwid
4
6
weekly
y
4
3
bad profit
102,676
24
16,866
m
single
0
2
monthly
n
2
1
bad profit
103,227
38
16,855
m
divsepwid
4
5
weekly
n
3
3
bad profit
102,193
36
16,852
f
single
0
2
weekly
y
2
1
bad profit
101,261
20
16,828
m
married
1
1
weekly
y
1
1
bad profit
103,731
50
16,823
m
divsepwid
4
5
weekly
n
3
3
bad profit
100,902
18
16,823
m
married
1
1
weekly
y
3
1
bad profit
103,375
32
16,819
f
divsepwid
4
5
weekly
y
4
2
good risk
102,280
22
16,806
f
single
0
3
monthly
n
3
1
bad profit
101,082
19
16,803
f
married
2
1
monthly
y
2
2
bad profit
103,528
48
16,779
f
divsepwid
4
5
weekly
y
3
2
bad loss
101,716
24
16,770
f
married
2
2
weekly
y
2
2
bad profit
101,199
20
16,770
f
married
2
2
weekly
y
3
2
bad profit
102,432
23
16,770
f
single
0
3
weekly
n
2
1
bad profit
103,706
50
16,760
f
divsepwid
3
6
weekly
n
3
2
bad loss
103,179
44
16,753
f
divsepwid
2
6
weekly
y
3
2
bad loss
101,717
24
16,749
m
married
1
1
monthly
y
3
2
bad profit
103,679
50
16,739
m
divsepwid
4
6
weekly
y
3
3
bad profit
101,415
22
16,738
m
married
2
0
weekly
y
1
2
bad profit
102,923
40
16,721
m
divsepwid
3
6
weekly
n
4
2
bad profit
102,448
23
16,721
f
single
1
2
weekly
y
1
1
bad profit
101,490
22
16,712
f
married
2
0
weekly
y
2
2
bad profit
102,933
41
16,700
f
divsepwid
2
5
weekly
n
5
3
bad profit
102,278
22
16,693
f
single
0
1
monthly
y
1
1
bad profit
101,069
19
16,673
m
married
1
0
monthly
y
2
1
bad profit
101,156
20
16,668
f
married
1
0
weekly
y
2
1
bad profit
103,106
43
16,659
m
divsepwid
4
5
weekly
n
4
2
bad profit
102,557
23
16,650
m
single
0
2
monthly
n
2
1
bad profit
103,955
46
16,646
m
married
2
4
monthly
y
5
2
bad profit
101,064
19
16,639
f
married
2
1
weekly
y
2
2
bad profit
103,886
36
16,636
f
married
3
3
monthly
y
5
2
bad loss
103,751
31
16,628
f
married
2
3
weekly
y
4
1
bad loss
102,437
23
16,605
f
single
0
2
weekly
n
1
1
bad profit
103,688
50
16,584
f
divsepwid
3
5
weekly
y
3
3
good risk
102,799
25
16,576
f
single
0
3
weekly
y
2
1
bad loss
101,835
24
16,563
f
married
2
2
weekly
y
3
2
bad profit
102,889
40
16,552
m
divsepwid
4
6
weekly
y
4
2
good risk
101,506
31
16,552
f
married
2
0
monthly
y
1
1
bad profit
102,064
20
16,551
m
single
1
3
weekly
y
2
1
bad loss
101,753
24
16,541
m
married
1
2
monthly
y
1
2
bad profit
103,390
46
16,531
m
divsepwid
4
6
weekly
y
4
3
bad loss
101,071
19
16,530
m
married
1
2
weekly
y
2
2
bad profit
102,373
22
16,527
f
single
1
2
weekly
y
3
1
bad profit
102,873
40
16,523
m
divsepwid
3
6
weekly
y
4
2
bad loss
102,634
24
16,523
f
single
0
3
weekly
y
3
1
bad profit
100,951
19
16,520
m
married
2
0
monthly
y
3
2
good risk
102,607
24
16,505
f
single
1
3
monthly
y
3
1
bad profit
103,881
44
16,494
f
married
2
4
weekly
y
5
1
bad loss
103,925
45
16,492
m
married
3
4
weekly
y
4
2
bad loss
101,998
34
16,487
m
single
1
3
weekly
n
3
1
bad profit
102,580
23
16,481
f
single
1
3
monthly
n
3
1
bad profit
100,860
18
16,471
f
married
2
0
monthly
y
3
1
bad profit
101,162
20
16,470
m
married
2
0
monthly
y
3
1
bad profit
102,851
25
16,461
m
single
1
1
monthly
y
1
1
bad profit
102,399
36
16,450
f
single
0
2
weekly
n
2
1
bad profit
103,794
41
16,434
f
married
2
3
monthly
y
4
2
bad loss
103,436
27
16,415
f
divsepwid
4
6
weekly
n
4
2
bad profit
102,576
31
16,415
f
single
1
1
weekly
y
1
1
bad profit
101,342
21
16,414
m
married
2
2
monthly
y
2
1
bad profit
103,635
33
16,412
f
divsepwid
4
6
weekly
n
5
3
bad loss
101,578
23
16,411
f
married
2
2
weekly
y
3
2
bad profit
103,306
45
16,406
f
divsepwid
2
6
weekly
y
4
3
bad profit
101,861
25
16,397
f
married
1
0
weekly
y
1
1
bad profit
100,913
18
16,394
f
married
1
1
monthly
y
3
1
bad profit
102,084
20
16,379
m
single
1
2
weekly
n
3
1
bad profit