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
103,724
50
26,561
f
divsepwid
3
5
weekly
n
3
2
bad profit
100,163
38
26,550
m
single
0
0
monthly
y
0
0
bad profit
103,947
45
26,542
m
married
3
4
monthly
y
5
2
bad loss
103,944
45
26,532
m
married
2
3
weekly
y
4
2
bad loss
103,903
44
26,476
f
married
2
3
monthly
y
4
1
bad loss
104,110
50
26,417
f
married
3
4
weekly
y
5
1
bad loss
102,908
40
26,411
f
divsepwid
3
5
weekly
n
3
3
bad loss
103,832
30
26,409
m
married
2
3
weekly
y
4
1
bad loss
103,595
48
26,396
m
divsepwid
4
6
weekly
n
5
2
bad loss
103,716
38
26,383
f
divsepwid
4
5
weekly
y
5
3
bad profit
103,331
45
26,372
m
divsepwid
4
5
weekly
n
4
2
bad profit
103,319
45
26,307
f
divsepwid
2
5
weekly
n
4
2
bad loss
103,496
47
26,256
m
divsepwid
2
5
weekly
y
4
2
bad profit
103,730
50
26,245
f
divsepwid
4
5
weekly
n
3
2
bad profit
100,136
36
26,243
f
single
0
0
monthly
y
0
0
good risk
103,598
29
26,238
m
divsepwid
4
5
weekly
y
3
2
bad profit
103,415
29
26,238
m
divsepwid
4
5
weekly
n
3
2
good risk
103,240
44
26,233
m
divsepwid
3
6
weekly
y
3
3
good risk
100,056
29
26,231
m
single
0
0
monthly
y
0
0
good risk
103,943
45
26,191
f
married
2
4
monthly
y
4
2
bad loss
102,989
29
26,180
m
divsepwid
2
5
weekly
n
4
3
bad loss
104,040
48
26,178
m
married
3
4
monthly
y
5
1
bad loss
103,392
46
26,178
m
divsepwid
2
5
weekly
y
4
3
bad profit
103,729
50
26,176
f
divsepwid
2
6
weekly
n
5
3
bad profit
104,038
27
26,173
f
married
2
4
weekly
y
5
2
bad loss
103,157
43
26,166
m
divsepwid
3
5
weekly
n
4
3
good risk
103,487
47
26,156
m
divsepwid
2
5
weekly
y
5
3
good risk
103,480
47
26,152
f
divsepwid
2
5
weekly
y
4
3
bad profit
103,498
47
26,147
m
divsepwid
2
5
weekly
y
5
2
bad loss
103,166
43
26,144
m
divsepwid
4
5
weekly
y
3
3
bad profit
103,653
34
26,140
m
divsepwid
3
6
weekly
y
4
3
bad loss
103,581
36
26,134
f
divsepwid
2
5
weekly
y
3
3
bad loss
103,574
48
26,129
m
divsepwid
3
6
weekly
n
5
3
good risk
103,086
31
26,120
m
divsepwid
2
5
weekly
y
5
2
good risk
102,919
40
26,120
m
divsepwid
2
5
weekly
n
4
2
bad profit
103,000
41
26,098
f
divsepwid
4
5
weekly
n
3
3
bad profit
103,313
34
26,089
m
divsepwid
2
6
weekly
n
5
3
bad profit
103,593
48
26,087
f
divsepwid
3
6
weekly
n
4
2
bad profit
100,073
30
26,077
f
single
0
0
monthly
y
1
0
good risk
103,171
43
26,065
f
divsepwid
2
6
weekly
n
4
2
bad profit
103,094
42
26,056
f
divsepwid
4
6
weekly
y
3
2
good risk
102,932
40
26,051
m
divsepwid
4
6
weekly
n
3
3
bad profit
103,312
45
26,043
f
divsepwid
2
5
weekly
n
3
2
bad profit
102,993
41
26,030
m
divsepwid
4
5
weekly
n
4
2
bad loss
100,169
38
26,028
m
single
0
0
monthly
y
1
0
good risk
104,001
47
26,023
m
married
2
4
monthly
y
4
1
bad loss
100,140
36
26,009
m
single
0
1
monthly
y
1
0
good risk
100,005
25
25,991
m
single
0
0
monthly
y
2
0
good risk
103,254
44
25,971
f
divsepwid
4
5
weekly
n
3
3
bad profit
103,932
31
25,970
m
married
3
3
monthly
y
5
2
bad loss
104,032
36
25,920
f
married
2
4
weekly
y
4
2
bad loss
103,934
45
25,915
f
married
3
3
monthly
y
4
2
bad loss
100,147
37
25,912
f
single
0
0
monthly
y
2
0
good risk
104,117
50
25,884
f
married
2
3
weekly
y
5
1
bad loss
103,734
50
25,872
f
divsepwid
4
6
weekly
n
3
2
bad loss
103,167
43
25,863
m
divsepwid
2
6
weekly
y
4
3
good risk
104,044
33
25,848
m
married
2
4
weekly
y
5
2
bad loss
103,172
43
25,838
f
divsepwid
2
6
weekly
n
5
2
good risk
103,834
42
25,826
f
married
3
4
weekly
y
5
1
bad loss
103,340
45
25,801
m
divsepwid
3
5
weekly
n
3
2
bad loss
102,911
40
25,785
m
divsepwid
2
5
weekly
n
4
3
good risk
100,151
37
25,771
f
single
0
0
monthly
y
1
0
good risk
103,330
45
25,768
f
divsepwid
3
6
weekly
y
5
3
good risk
100,211
31
25,753
f
single
0
0
monthly
y
0
0
good risk
100,098
33
25,747
f
single
0
1
monthly
y
0
0
good risk
103,941
45
25,728
m
married
2
3
weekly
y
5
1
bad profit
100,035
27
25,727
m
single
0
1
monthly
y
2
0
bad profit
103,260
44
25,725
m
divsepwid
2
6
weekly
y
4
2
bad loss
103,244
44
25,718
f
divsepwid
2
5
weekly
y
4
2
bad profit
103,668
49
25,698
f
divsepwid
3
6
weekly
n
5
2
good risk
103,945
33
25,678
f
married
2
3
weekly
y
5
2
bad loss
103,255
44
25,666
m
divsepwid
4
5
weekly
n
4
2
bad profit
103,648
49
25,651
f
divsepwid
3
5
weekly
n
4
3
bad loss
103,404
46
25,643
f
divsepwid
4
5
weekly
n
3
2
bad profit
104,035
48
25,613
f
married
2
4
weekly
y
5
1
bad loss
102,921
40
25,607
f
divsepwid
2
6
weekly
y
3
3
good risk
102,905
40
25,576
f
divsepwid
2
5
weekly
n
3
2
bad profit
103,231
44
25,557
f
divsepwid
3
5
weekly
y
4
2
bad profit
104,103
50
25,549
f
married
2
4
monthly
y
5
2
bad loss
100,217
31
25,548
f
single
0
0
monthly
y
1
0
good risk
103,908
44
25,528
m
married
2
3
monthly
y
5
1
bad loss
103,517
47
25,505
f
divsepwid
3
5
weekly
n
4
3
bad profit
100,087
32
25,494
m
single
0
1
monthly
y
0
0
good risk
103,150
43
25,474
f
divsepwid
3
5
weekly
y
5
2
bad loss
103,504
47
25,401
f
divsepwid
3
5
weekly
y
5
2
bad profit
104,037
48
25,396
f
married
3
4
monthly
y
5
1
bad loss
103,520
47
25,382
f
divsepwid
4
5
weekly
y
5
2
bad profit
103,647
49
25,361
m
divsepwid
2
6
weekly
y
5
3
bad loss
104,004
47
25,361
m
married
2
3
weekly
y
4
2
bad loss
104,008
47
25,342
m
married
3
3
weekly
y
4
2
bad loss
103,148
43
25,327
f
divsepwid
2
6
weekly
y
4
3
good risk
104,000
47
25,319
f
married
2
4
weekly
y
4
1
bad loss
103,011
41
25,318
m
divsepwid
4
5
weekly
y
5
3
bad profit
103,911
44
25,302
m
married
3
3
monthly
y
5
1
bad loss
103,901
38
25,289
m
married
2
4
weekly
y
5
2
bad loss
103,012
30
25,288
m
divsepwid
2
5
weekly
y
3
2
bad profit
103,865
37
25,280
f
married
2
3
monthly
y
5
2
bad loss
103,079
42
25,271
f
divsepwid
2
6
weekly
n
5
3
bad profit
103,234
44
25,263
f
divsepwid
4
6
weekly
y
4
3
bad profit
103,711
50
25,199
f
divsepwid
3
5
weekly
y
3
2
good risk