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
102,283
22
15,462
f
single
1
3
monthly
n
2
1
bad profit
101,299
21
15,462
f
married
1
2
weekly
y
3
1
bad profit
102,449
23
15,460
f
single
1
2
weekly
n
1
1
bad profit
103,206
44
15,453
m
divsepwid
3
6
weekly
n
4
2
bad profit
101,900
25
15,451
m
married
2
1
monthly
y
2
1
bad profit
101,003
36
15,449
m
married
1
1
weekly
y
2
2
bad profit
101,336
21
15,442
m
married
1
2
monthly
y
3
1
bad profit
101,859
25
15,441
f
married
1
1
weekly
y
3
1
good risk
100,264
45
15,430
f
single
0
0
monthly
y
1
0
good risk
103,789
41
15,420
f
married
3
4
weekly
y
5
2
bad profit
103,972
46
15,419
f
married
2
3
weekly
y
4
1
bad loss
101,215
20
15,412
m
married
2
0
weekly
y
2
1
bad profit
100,804
18
15,402
m
married
1
1
monthly
y
2
2
bad profit
103,212
44
15,394
f
divsepwid
3
6
weekly
y
5
2
bad loss
103,617
49
15,392
m
divsepwid
2
6
weekly
n
5
2
good risk
103,882
44
15,391
m
married
2
3
monthly
y
4
1
bad loss
101,616
23
15,372
f
married
2
1
monthly
y
2
1
bad profit
103,432
47
15,370
f
divsepwid
2
6
weekly
n
4
3
bad profit
100,874
18
15,332
f
married
1
1
weekly
y
3
1
bad profit
101,561
22
15,328
f
married
2
2
monthly
y
1
1
bad profit
101,903
25
15,307
m
married
1
2
weekly
y
1
2
bad profit
103,046
42
15,303
m
divsepwid
2
6
weekly
n
5
2
bad loss
103,803
42
15,299
m
married
2
3
weekly
y
4
2
bad loss
101,055
19
15,286
f
married
1
2
weekly
y
1
2
bad profit
101,436
22
15,279
f
married
2
1
weekly
y
2
1
bad profit
102,668
24
15,273
m
single
0
3
monthly
y
1
1
bad profit
103,949
46
15,268
m
married
2
4
monthly
y
4
1
bad loss
102,391
22
15,203
m
single
1
1
weekly
n
2
1
bad profit
102,630
24
15,196
f
single
1
1
weekly
y
1
1
bad loss
102,133
21
15,190
m
single
1
1
weekly
n
2
1
bad profit
100,071
30
15,185
f
single
0
1
monthly
y
1
0
good risk
103,116
43
15,170
f
divsepwid
2
5
weekly
n
4
2
good risk
101,554
22
15,155
m
married
1
1
weekly
y
3
1
bad profit
103,857
43
15,138
m
married
3
3
monthly
y
5
1
bad loss
101,085
19
15,138
f
married
1
0
weekly
y
2
2
bad profit
101,560
22
15,132
m
married
2
1
weekly
y
1
2
bad profit
103,271
45
15,131
m
divsepwid
3
5
weekly
y
3
3
bad profit
102,967
30
15,130
f
divsepwid
2
6
weekly
y
4
3
bad loss
101,278
21
15,130
m
married
2
1
weekly
y
1
2
bad profit
103,050
42
15,117
m
divsepwid
3
6
weekly
n
5
3
good risk
102,152
21
15,090
f
single
1
3
weekly
y
3
1
bad profit
101,738
24
15,087
f
married
1
1
monthly
y
1
1
bad profit
103,846
43
15,082
f
married
2
4
weekly
y
5
2
bad loss
103,131
37
15,073
m
divsepwid
2
5
weekly
n
5
2
bad profit
102,351
22
15,073
f
single
1
3
weekly
n
2
1
bad profit
101,118
20
15,064
m
married
1
2
monthly
y
2
2
bad profit
103,567
48
15,056
m
divsepwid
4
6
weekly
n
4
2
good risk
102,590
28
15,055
m
single
1
3
monthly
n
3
1
bad profit
102,142
21
15,052
m
single
0
3
weekly
n
1
1
bad profit
101,958
25
15,051
m
married
1
0
monthly
y
2
1
bad profit
102,172
21
15,050
f
single
0
3
monthly
y
2
1
bad profit
102,584
24
15,045
m
single
1
1
monthly
y
1
1
good risk
101,121
20
15,035
m
married
2
2
weekly
y
1
2
bad profit
101,602
23
15,032
f
married
1
1
monthly
y
2
2
bad profit
101,819
24
15,018
m
married
1
2
monthly
y
1
2
bad profit