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
103,763
40
24,723
m
married
2
3
monthly
y
4
1
bad loss
100,941
18
24,722
f
married
2
2
monthly
y
3
2
bad profit
103,696
50
24,718
m
divsepwid
3
6
weekly
y
5
3
good risk
101,838
24
24,718
f
married
1
1
weekly
y
2
1
bad profit
102,094
20
24,717
f
single
0
3
weekly
n
3
1
bad profit
102,116
32
24,715
m
single
1
3
weekly
n
3
1
bad profit
101,398
21
24,711
m
married
1
2
weekly
y
1
1
bad profit
101,971
26
24,708
f
married
1
2
monthly
y
3
2
bad profit
101,359
21
24,706
m
married
2
2
weekly
y
3
2
bad profit
103,043
42
24,703
f
divsepwid
3
6
weekly
n
3
3
bad loss
102,511
23
24,702
m
single
0
2
monthly
y
2
1
bad profit
103,891
44
24,701
f
married
2
3
weekly
y
4
1
bad loss
101,942
25
24,698
m
married
1
2
weekly
y
2
2
bad profit
102,528
23
24,695
m
single
0
1
monthly
n
1
1
bad profit
101,685
23
24,695
m
married
1
1
weekly
y
3
1
bad loss
100,891
37
24,682
f
married
1
1
monthly
y
2
1
bad profit
101,504
22
24,676
f
married
1
0
monthly
y
3
1
good risk
101,062
36
24,673
m
married
2
0
weekly
y
2
1
good risk
103,820
30
24,668
f
married
3
3
weekly
y
4
1
bad loss
102,970
41
24,665
m
divsepwid
4
5
weekly
y
4
2
bad loss
101,527
34
24,661
f
married
1
2
monthly
y
3
1
bad profit
102,570
37
24,659
f
single
1
3
monthly
y
3
1
bad profit
102,855
25
24,657
f
single
0
1
weekly
n
2
1
bad profit
101,696
32
24,656
f
married
1
2
monthly
y
3
1
bad profit
101,390
21
24,656
f
married
1
0
monthly
y
3
2
bad profit
103,637
49
24,651
f
divsepwid
3
5
weekly
y
4
3
bad profit
101,843
24
24,646
f
married
1
0
monthly
y
3
2
bad profit
102,251
21
24,644
m
single
1
2
weekly
y
3
1
bad profit
101,265
20
24,643
f
married
2
0
monthly
y
3
2
bad loss
101,523
22
24,642
m
married
2
2
weekly
y
2
1
bad profit
102,727
24
24,641
f
single
0
3
weekly
y
1
1
bad profit
101,501
22
24,639
f
married
2
0
monthly
y
3
1
bad profit
101,549
22
24,635
f
married
2
1
monthly
y
3
2
bad profit
103,044
42
24,632
m
divsepwid
4
6
weekly
y
4
3
bad loss
102,371
22
24,632
m
single
0
3
weekly
n
2
1
bad profit
103,923
45
24,630
m
married
2
4
weekly
y
4
2
bad loss
102,392
27
24,629
m
single
1
3
weekly
y
3
1
bad profit
102,424
22
24,626
m
single
1
3
weekly
n
1
1
bad profit
101,377
21
24,624
f
married
1
2
monthly
y
2
2
bad profit
101,395
29
24,622
m
married
2
0
weekly
y
2
2
bad profit
103,788
41
24,618
f
married
2
3
monthly
y
4
1
bad loss
102,669
24
24,617
f
single
0
3
monthly
n
3
1
bad profit
102,856
30
24,613
f
single
0
2
monthly
y
1
1
bad profit
101,386
21
24,613
f
married
2
1
monthly
y
2
1
bad profit
102,551
23
24,612
f
single
0
3
weekly
y
1
1
bad profit
101,795
38
24,608
f
married
2
2
monthly
y
3
2
bad loss
102,237
26
24,608
m
single
0
2
weekly
n
3
1
bad profit
102,257
21
24,600
f
single
1
2
monthly
n
2
1
bad profit
102,696
35
24,597
f
single
0
1
monthly
n
3
1
bad loss
101,641
23
24,596
m
married
1
2
weekly
y
3
1
bad profit
102,103
20
24,593
m
single
0
2
monthly
n
2
1
bad profit
102,724
24
24,591
f
single
0
2
monthly
n
3
1
bad profit
102,418
22
24,587
f
single
0
1
weekly
y
2
1
bad loss
102,067
20
24,582
m
single
0
2
monthly
y
3
1
bad profit
101,935
25
24,580
m
married
1
2
monthly
y
1
1
bad profit
102,259
21
24,579
f
single
1
3
weekly
n
2
1
bad profit
101,806
24
24,577
m
married
1
2
weekly
y
3
1
bad profit
102,700
38
24,571
m
single
1
3
weekly
y
1
1
bad profit
102,521
23
24,570
m
single
0
2
weekly
y
1
1
bad profit
103,695
50
24,566
m
divsepwid
3
5
weekly
n
3
3
bad loss
103,692
50
24,564
m
divsepwid
2
5
weekly
y
4
2
bad profit
101,383
21
24,560
f
married
1
2
monthly
y
1
1
bad profit
101,670
23
24,559
m
married
1
0
monthly
y
2
1
bad profit
103,215
33
24,557
f
divsepwid
2
6
weekly
n
4
3
good risk
100,940
18
24,557
f
married
2
1
weekly
y
2
2
bad profit
100,937
18
24,555
f
married
1
2
weekly
y
1
2
bad profit
101,688
23
24,554
f
married
1
0
weekly
y
1
2
bad profit
102,376
22
24,551
f
single
0
1
weekly
y
2
1
bad profit
103,371
46
24,549
f
divsepwid
2
5
weekly
n
4
2
bad profit
103,821
42
24,540
m
married
3
3
weekly
y
5
2
bad profit
101,642
23
24,539
f
married
2
0
weekly
y
1
2
bad profit
102,901
40
24,537
f
divsepwid
3
5
weekly
y
5
2
bad profit
101,218
20
24,532
m
married
1
1
weekly
y
1
1
bad profit
101,253
20
24,530
f
married
2
0
monthly
y
3
2
bad profit
102,387
22
24,529
f
single
0
3
monthly
y
2
1
good risk
103,700
32
24,528
f
divsepwid
3
5
weekly
y
4
2
bad profit
103,304
45
24,528
m
divsepwid
4
5
weekly
n
4
2
bad profit
103,814
42
24,528
f
married
2
4
weekly
y
5
1
bad loss
102,846
25
24,527
m
single
1
2
monthly
y
1
1
bad profit
101,649
23
24,527
m
married
1
2
weekly
y
3
2
bad profit
103,760
40
24,519
f
married
2
4
monthly
y
5
2
bad loss
101,222
20
24,519
m
married
1
2
weekly
y
2
1
bad profit
102,087
20
24,518
f
single
0
3
weekly
n
2
1
bad profit
101,825
24
24,517
m
married
2
2
weekly
y
2
1
bad profit
103,385
46
24,515
m
divsepwid
2
5
weekly
n
4
2
bad profit
102,396
22
24,515
f
single
0
3
monthly
y
3
1
good risk
102,233
21
24,512
m
single
1
1
monthly
n
1
1
bad profit
101,405
21
24,512
f
married
2
2
weekly
y
3
2
bad profit
101,226
20
24,508
f
married
1
0
weekly
y
2
1
bad profit
102,265
32
24,505
f
single
1
2
monthly
y
3
1
bad profit
100,921
26
24,504
m
married
2
0
weekly
y
3
2
bad profit
102,215
21
24,504
f
single
0
2
monthly
y
1
1
bad profit
101,535
22
24,497
f
married
1
2
weekly
y
1
1
good risk
101,067
19
24,497
m
married
2
2
weekly
y
1
1
bad profit
102,805
25
24,489
f
single
1
3
weekly
n
1
1
bad profit
101,796
38
24,484
f
married
2
2
weekly
y
2
1
bad profit
103,474
47
24,479
m
divsepwid
3
5
weekly
n
4
2
bad profit
101,564
22
24,479
f
married
1
2
monthly
y
2
1
bad profit
102,417
26
24,472
m
single
0
1
monthly
n
3
1
bad loss
101,403
21
24,469
f
married
2
2
weekly
y
2
1
bad profit