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
104,030
48
28,972
m
married
2
4
weekly
y
5
1
good risk
100,222
41
28,961
m
single
0
1
monthly
y
2
0
good risk
103,394
46
28,943
f
divsepwid
2
6
weekly
y
3
2
bad profit
103,426
46
28,899
f
divsepwid
2
5
weekly
n
3
2
bad profit
103,765
40
28,870
m
married
3
4
monthly
y
4
2
bad loss
103,736
50
28,838
f
divsepwid
2
5
weekly
n
3
3
bad profit
100,198
40
28,835
f
single
0
1
monthly
y
2
0
good risk
103,739
50
28,799
f
divsepwid
3
5
weekly
n
3
2
bad loss
102,997
30
28,797
f
divsepwid
3
6
weekly
y
3
3
bad loss
103,328
45
28,778
m
divsepwid
3
6
weekly
y
3
3
bad loss
103,646
49
28,771
m
divsepwid
2
5
weekly
n
5
3
bad profit
103,589
48
28,758
f
divsepwid
2
6
weekly
n
5
2
bad loss
100,674
42
28,745
m
married
1
1
monthly
y
2
1
good risk
103,507
47
28,742
f
divsepwid
4
6
weekly
n
5
2
bad profit
103,261
44
28,740
m
divsepwid
3
5
weekly
y
4
3
bad profit
103,970
46
28,735
m
married
3
4
weekly
y
4
2
bad loss
103,232
44
28,716
m
divsepwid
3
6
weekly
n
3
3
good risk
102,930
40
28,714
m
divsepwid
3
5
weekly
n
5
2
bad loss
104,077
49
28,709
m
married
3
3
monthly
y
4
2
bad loss
103,774
40
28,702
m
married
2
3
monthly
y
4
2
bad profit
102,917
40
28,690
m
divsepwid
4
6
weekly
n
4
2
bad profit
100,735
44
28,687
f
married
1
1
monthly
y
2
0
good risk
103,493
47
28,671
m
divsepwid
4
5
weekly
y
4
2
good risk
103,062
42
28,643
m
divsepwid
2
6
weekly
n
4
2
good risk
100,250
35
28,640
m
single
0
1
monthly
y
1
0
good risk
100,157
37
28,633
m
single
0
0
monthly
y
1
0
good risk
103,863
43
28,631
f
married
2
4
monthly
y
5
2
bad loss
100,043
28
28,622
f
single
0
0
monthly
y
1
0
good risk
103,656
49
28,618
m
divsepwid
4
6
weekly
n
4
2
bad loss
103,252
44
28,617
f
divsepwid
3
5
weekly
n
5
2
bad loss
103,509
32
28,610
f
divsepwid
2
5
weekly
n
5
2
bad loss
103,492
47
28,602
f
divsepwid
3
6
weekly
n
3
2
bad loss
103,427
46
28,586
m
divsepwid
2
5
weekly
n
4
2
bad profit
103,491
47
28,553
m
divsepwid
3
5
weekly
y
4
2
bad profit
102,990
41
28,550
f
divsepwid
2
6
weekly
y
5
2
bad profit
103,657
49
28,549
f
divsepwid
3
5
weekly
n
3
3
bad profit
102,983
41
28,546
m
divsepwid
3
5
weekly
n
4
3
bad loss
103,077
42
28,528
f
divsepwid
2
6
weekly
y
4
3
bad loss
100,083
31
28,515
m
single
0
1
monthly
y
2
0
good risk
103,869
43
28,507
f
married
3
3
monthly
y
5
1
bad loss
103,253
44
28,499
f
divsepwid
3
5
weekly
n
5
3
bad profit
103,600
48
28,480
m
divsepwid
4
6
weekly
n
3
3
bad profit
100,068
30
28,455
f
single
0
1
monthly
y
0
0
bad profit
103,732
50
28,453
m
divsepwid
4
6
weekly
y
5
2
good risk
100,164
38
28,450
m
single
0
0
monthly
y
1
0
bad loss
103,393
46
28,424
m
divsepwid
2
5
weekly
n
3
2
bad profit
103,397
46
28,403
f
divsepwid
3
5
weekly
y
3
2
good risk
103,936
45
28,383
f
married
2
4
monthly
y
5
1
bad profit
102,998
41
28,351
m
divsepwid
3
6
weekly
n
3
2
good risk
102,929
40
28,348
m
divsepwid
2
6
weekly
n
4
3
bad loss
103,334
45
28,333
m
divsepwid
4
6
weekly
n
5
3
good risk
103,570
48
28,331
f
divsepwid
3
5
weekly
y
3
2
bad profit
103,518
47
28,331
m
divsepwid
3
6
weekly
n
3
3
bad profit
100,085
31
28,315
m
single
0
0
monthly
y
1
0
bad loss
103,587
48
28,294
m
divsepwid
4
6
weekly
n
5
2
bad loss
103,590
48
28,293
f
divsepwid
3
5
weekly
y
5
3
bad profit
100,125
35
28,289
f
single
0
1
monthly
y
0
0
bad profit
103,321
45
28,243
m
divsepwid
4
6
weekly
n
5
2
bad loss
103,505
47
28,237
f
divsepwid
3
6
weekly
n
4
3
bad profit
103,586
48
28,229
m
divsepwid
4
6
weekly
y
3
2
bad profit
100,149
37
28,224
m
single
0
1
monthly
y
1
0
bad profit
102,988
41
28,205
m
divsepwid
2
5
weekly
n
3
3
bad loss
103,262
44
28,181
f
divsepwid
3
5
weekly
y
5
2
good risk
103,162
37
28,180
f
divsepwid
4
6
weekly
y
4
2
bad loss
103,418
46
28,173
m
divsepwid
2
5
weekly
n
5
2
bad profit
100,168
38
28,168
f
single
0
1
monthly
y
2
0
good risk
104,003
47
28,154
m
married
2
4
monthly
y
4
1
bad loss
103,488
47
28,135
f
divsepwid
2
5
weekly
n
4
2
bad profit
100,216
37
28,112
f
single
0
1
monthly
y
2
0
good risk
100,001
25
28,085
f
single
0
1
monthly
y
1
0
good risk
103,413
46
28,063
f
divsepwid
4
5
weekly
y
5
2
good risk
103,713
50
28,025
f
divsepwid
2
6
weekly
y
5
2
bad profit
103,795
41
28,000
f
married
2
4
weekly
y
5
1
bad loss
100,100
33
27,995
f
single
0
0
monthly
y
0
0
good risk
103,401
46
27,994
m
divsepwid
2
5
weekly
n
5
3
bad profit
100,013
25
27,987
f
single
0
1
monthly
y
2
0
bad loss
103,667
49
27,986
m
divsepwid
2
6
weekly
n
3
3
bad loss
103,002
33
27,979
f
divsepwid
4
6
weekly
y
3
3
good risk
100,012
25
27,956
f
single
0
0
monthly
y
1
0
good risk
100,159
37
27,941
f
single
0
1
monthly
y
1
0
good risk
103,409
38
27,936
m
divsepwid
2
6
weekly
y
3
2
bad profit
103,325
29
27,930
f
divsepwid
2
5
weekly
n
3
2
good risk
103,177
43
27,922
f
divsepwid
4
5
weekly
y
4
2
bad profit
103,802
27
27,917
m
married
3
3
monthly
y
4
2
bad loss
100,174
38
27,913
f
single
0
0
monthly
y
1
0
bad profit
103,251
44
27,909
m
divsepwid
2
6
weekly
y
4
2
bad loss
103,327
45
27,906
m
divsepwid
3
5
weekly
y
4
3
bad loss
100,213
37
27,897
f
single
0
0
monthly
y
0
0
bad loss
103,929
45
27,892
m
married
2
4
weekly
y
5
2
bad loss
102,987
41
27,890
m
divsepwid
2
5
weekly
y
3
3
bad profit
104,036
48
27,873
f
married
3
4
monthly
y
4
1
bad loss
103,663
49
27,861
m
divsepwid
2
5
weekly
n
5
2
bad profit
103,658
49
27,860
f
divsepwid
3
6
weekly
n
4
3
bad profit
103,519
47
27,854
f
divsepwid
3
6
weekly
n
5
2
bad loss
103,669
49
27,850
f
divsepwid
4
5
weekly
y
4
3
bad profit
100,256
44
27,849
m
single
0
1
monthly
y
1
0
good risk
100,069
30
27,849
f
single
0
0
monthly
y
0
0
good risk
103,855
43
27,833
f
married
3
4
monthly
y
4
2
bad loss
100,027
26
27,819
f
single
0
0
monthly
y
1
0
good risk
103,861
43
27,795
f
married
3
3
weekly
y
5
1
bad loss