Datasets:
mstz
/
heloc

Dataset card Data Studio Files Community
Search is not available for this dataset
estimate_of_risk
int8
-9
94
months_since_first_trade
int32
-9
803
months_since_last_trade
int32
-9
383
average_duration_of_resolution
int32
-9
383
number_of_satisfactory_trades
int16
-9
79
nr_trades_insolvent_for_over_60_days
int16
-9
19
nr_trades_insolvent_for_over_90_days
int16
-9
19
percentage_of_legal_trades
int16
-9
100
months_since_last_illegal_trade
int32
-9
83
maximum_illegal_trades_over_last_year
int8
-9
9
maximum_illegal_trades
int16
-9
8
nr_total_trades
int16
-9
104
nr_trades_initiated_in_last_year
int16
-9
19
percentage_of_installment_trades
int16
-9
100
months_since_last_inquiry_not_recent
int16
-9
24
nr_inquiries_in_last_6_months
int16
-9
66
nr_inquiries_in_last_6_months_not_recent
int16
-9
66
net_fraction_of_revolving_burden
int32
-9
232
net_fraction_of_installment_burden
int32
-9
471
nr_revolving_trades_with_balance
int16
-9
32
nr_installment_trades_with_balance
int16
-9
23
nr_banks_with_high_ratio
int16
-9
18
percentage_trades_with_balance
int16
-9
100
is_at_risk
class label
2 classes
55
183
2
100
25
1
1
89
2
4
6
28
5
54
2
1
1
46
88
7
3
3
91
1yes
76
260
3
94
42
1
1
98
64
6
3
85
7
27
3
8
8
14
-8
5
2
1
50
0no
78
102
7
63
10
0
0
100
-7
7
8
11
1
9
7
1
0
51
-8
1
1
0
50
1yes
84
158
13
74
14
0
0
100
-7
7
8
16
0
63
0
1
1
16
82
2
3
0
71
0no
56
95
2
24
15
0
0
100
-7
7
8
19
4
44
4
1
1
73
87
5
6
2
85
1yes
65
128
4
50
29
1
1
93
15
5
3
30
2
60
2
1
1
35
93
2
6
1
57
1yes
73
237
4
100
39
0
0
95
62
6
6
40
2
58
4
1
1
56
89
4
2
1
60
0no
74
194
10
91
35
0
0
100
-7
7
8
36
1
47
0
5
5
23
76
4
5
2
56
0no
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
0no
72
165
2
60
22
0
0
91
41
6
6
23
2
78
2
1
1
25
80
2
5
0
78
1yes
78
119
7
50
16
0
0
94
27
6
6
16
1
38
0
1
1
9
82
2
4
0
75
0no
61
125
2
78
27
0
0
93
9
4
6
29
1
76
2
1
1
92
33
1
5
1
100
1yes
88
159
11
133
15
0
0
100
-7
7
8
18
1
50
7
0
0
0
-8
1
1
0
40
0no
67
188
12
92
24
2
0
75
45
6
5
32
0
59
10
0
0
60
-8
5
1
0
75
1yes
59
185
6
81
47
2
0
90
29
6
5
49
1
43
2
3
3
61
87
6
3
3
60
1yes
66
190
3
94
33
1
1
97
-8
6
6
33
1
55
0
4
4
23
79
2
4
0
75
0no
63
121
0
58
15
1
0
89
62
6
5
18
4
50
0
4
4
74
100
6
6
2
100
1yes
71
201
5
71
34
0
0
100
-7
7
8
37
3
43
0
2
2
49
98
6
3
1
82
1yes
72
257
3
124
13
2
2
93
80
6
6
14
1
36
3
1
1
27
81
1
1
0
100
0no
72
98
16
49
11
0
0
91
16
6
6
11
0
36
4
4
4
56
79
1
1
0
67
1yes
84
365
28
157
17
0
0
94
79
6
6
17
0
18
8
0
0
0
-8
1
-8
0
22
0no
79
242
21
99
33
0
0
100
-7
7
8
35
0
34
14
0
0
33
-8
8
2
2
53
0no
56
140
2
76
37
0
0
93
1
4
6
41
5
44
4
1
1
53
90
7
3
1
71
1yes
85
216
3
72
28
0
0
93
-8
5
6
28
2
11
0
1
1
3
37
7
2
0
60
0no
69
200
7
90
23
2
2
100
-7
6
8
24
1
42
22
0
0
17
74
2
2
1
80
0no
59
208
4
62
27
0
0
82
3
4
6
28
3
43
0
1
1
47
90
8
3
4
100
1yes
75
175
1
74
22
1
1
96
44
6
3
25
2
36
0
3
3
64
-8
2
3
1
50
1yes
73
68
62
65
2
0
0
100
-7
7
8
2
0
0
0
1
1
57
-8
1
-8
1
50
0no
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
1yes
69
80
9
39
9
0
0
100
-7
7
8
9
1
11
0
1
1
42
-8
5
1
2
75
1yes
68
435
12
138
26
3
1
90
13
6
5
30
0
33
8
0
0
16
31
3
3
1
43
0no
70
125
6
61
31
0
0
100
-7
7
8
38
3
9
0
5
5
32
77
10
2
2
74
0no
70
143
5
55
20
0
0
100
-7
7
8
20
2
45
0
1
1
43
88
6
3
2
100
1yes
65
195
3
80
46
1
0
98
3
3
5
49
3
63
2
2
2
93
102
4
2
2
60
0no
77
161
2
69
20
0
0
96
25
6
6
23
3
4
16
0
0
14
-8
4
-8
1
38
0no
66
208
9
68
18
1
1
94
33
6
6
18
2
39
0
2
2
0
5
1
3
-8
83
1yes
68
353
1
84
59
0
0
97
13
6
6
60
6
17
1
5
4
42
82
6
3
2
39
1yes
89
214
2
74
15
0
0
100
-7
7
8
18
3
17
1
4
4
0
99
1
1
0
20
0no
92
490
61
127
10
0
0
100
-7
7
8
11
0
0
-8
0
0
0
-8
2
-8
0
25
0no
85
164
4
90
34
0
0
100
-7
7
8
37
2
76
3
1
1
2
-8
2
1
0
100
0no
65
147
8
57
9
4
4
82
35
6
2
11
2
91
7
0
0
64
73
1
4
0
100
0no
83
350
12
105
36
0
0
100
-7
7
8
40
0
60
1
3
3
12
63
5
3
0
80
0no
60
154
5
76
35
3
1
82
4
4
4
38
3
34
4
1
1
26
3
6
2
2
89
0no
67
247
7
78
47
0
0
88
0
4
6
50
4
36
1
2
2
18
48
6
2
2
44
0no
83
344
6
130
65
1
0
95
18
6
5
68
3
18
6
0
0
4
21
5
3
0
31
0no
79
163
4
67
33
0
0
97
41
6
6
33
1
18
4
1
1
16
-8
3
1
0
40
0no
77
368
29
130
16
1
1
71
29
6
3
17
0
18
-8
0
0
12
31
4
1
0
50
0no
74
385
2
72
35
1
1
95
69
6
4
37
6
49
3
1
1
34
95
3
5
0
75
1yes
61
395
30
103
8
0
0
73
2
4
6
11
0
18
-8
0
0
79
-8
5
-8
2
100
1yes
78
137
32
86
24
0
0
100
-7
7
8
25
0
52
4
1
1
43
45
5
3
0
82
0no
78
256
2
83
25
0
0
100
-7
7
8
27
1
19
3
1
1
34
-8
4
1
2
33
0no
67
261
17
118
27
1
0
93
4
4
5
28
0
29
2
6
6
40
-8
4
3
0
88
0no
91
140
24
81
5
0
0
100
-7
7
8
5
0
40
-8
0
0
2
-8
1
1
0
50
0no
74
155
12
65
40
0
0
98
33
6
6
46
0
21
2
1
1
63
86
2
2
1
67
0no
63
316
21
99
13
0
0
69
0
4
6
16
0
56
10
0
0
26
-8
2
1
1
75
1yes
79
307
3
103
42
0
0
100
-7
7
8
42
2
36
1
3
3
33
81
6
3
1
69
0no
62
275
0
95
30
0
0
87
1
4
6
38
4
24
17
0
0
43
47
8
2
5
63
1yes
80
320
1
81
27
0
0
100
-7
7
8
31
3
45
6
0
0
40
69
4
3
0
88
0no
72
160
1
69
40
0
0
96
8
4
6
48
4
58
9
0
0
21
76
4
11
0
88
0no
84
187
3
103
31
0
0
100
-7
7
8
31
1
26
4
1
1
19
50
4
2
1
70
0no
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
0no
82
273
6
103
28
0
0
100
-7
7
8
32
1
31
1
1
1
2
-8
4
3
0
50
0no
85
162
49
101
6
0
0
100
-7
7
8
6
0
33
-8
0
0
10
9
2
2
0
80
1yes
91
147
10
89
12
0
0
100
-7
7
8
12
1
25
0
2
1
0
24
0
2
-8
60
0no
68
222
2
93
32
0
0
97
16
6
6
37
1
35
0
2
2
62
-8
5
1
2
60
0no
78
267
3
73
35
0
0
97
52
6
6
35
2
43
2
2
2
27
91
4
4
1
80
1yes
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
0no
72
232
2
98
33
0
0
97
9
4
6
36
3
64
3
2
2
22
92
3
6
0
77
0no
57
209
2
92
34
1
1
92
3
4
6
37
2
19
1
1
1
22
-8
7
1
2
67
1yes
79
335
5
106
45
0
0
100
-7
7
8
45
2
42
0
0
0
49
90
4
4
3
56
1yes
67
222
5
71
21
1
1
82
4
4
4
22
1
14
0
1
1
37
-8
5
1
0
46
0no
89
181
22
77
25
0
0
100
-7
7
8
25
0
8
0
4
3
0
63
3
1
0
44
0no
87
435
4
93
23
0
0
100
-7
7
8
24
2
29
0
0
0
3
92
3
2
0
50
0no
87
285
2
73
26
0
0
100
-7
7
8
29
3
45
0
0
0
3
108
3
5
0
67
1yes
75
141
8
71
7
1
1
78
25
6
3
9
1
33
0
0
0
2
-8
1
1
0
50
0no
65
397
4
149
18
2
1
76
1
4
5
21
2
48
0
1
1
0
-8
1
1
0
67
1yes
77
180
1
37
12
0
0
100
-7
7
8
14
4
29
0
2
2
22
98
4
3
1
64
0no
68
157
22
88
18
0
0
95
2
4
6
19
0
47
0
1
1
9
-8
2
2
0
80
1yes
47
150
15
78
21
4
2
75
2
3
2
28
0
57
0
1
1
77
-8
5
1
2
86
1yes
90
240
1
96
20
0
0
100
-7
7
8
22
1
32
-8
0
0
0
77
2
3
0
36
0no
60
349
1
74
16
1
1
95
4
2
4
19
4
58
0
3
3
59
29
5
3
1
73
0no
58
107
22
55
17
1
0
89
1
3
5
18
0
22
1
2
2
6
-8
5
1
0
60
1yes
77
510
14
174
25
2
2
100
-7
6
8
26
0
15
14
0
0
4
64
4
1
1
46
0no
75
289
3
83
39
1
1
95
33
6
2
42
2
33
3
1
1
21
-8
3
1
1
50
0no
55
211
48
103
9
5
5
69
3
4
2
13
0
38
0
3
2
1
-8
1
-8
0
50
1yes
89
217
8
93
24
0
0
100
-7
7
8
28
1
18
13
0
0
0
-8
3
1
0
44
0no
77
52
27
37
4
0
0
75
28
6
6
4
0
50
-8
0
0
0
-8
0
1
0
33
0no
55
236
2
92
52
5
3
83
3
3
2
64
4
25
3
4
4
16
94
4
6
0
56
1yes
85
281
4
94
39
0
0
98
48
6
6
43
4
33
0
3
2
14
90
7
4
0
48
0no
89
450
5
122
17
0
0
100
-7
7
8
19
1
21
4
1
1
4
-8
3
-8
0
75
0no
81
261
3
94
22
0
0
100
-7
7
8
22
2
64
2
1
1
67
100
2
3
0
100
0no
76
231
9
86
27
0
0
97
22
6
6
30
3
33
1
1
1
48
75
4
3
0
78
0no
84
217
5
90
17
1
0
95
53
6
5
19
1
47
-8
0
0
3
-8
3
2
0
71
0no
88
272
13
117
21
0
0
100
-7
7
8
21
0
24
20
0
0
0
-8
0
1
0
14
0no
68
217
2
110
19
1
1
86
36
5
2
22
1
55
7
0
0
95
100
3
2
1
100
0no
75
191
3
71
25
0
0
100
-7
7
8
26
4
42
10
0
0
66
86
6
2
1
73
0no
63
92
9
39
23
0
0
100
-7
7
8
24
1
29
8
0
0
73
-8
8
1
2
83
0no
67
155
5
87
23
2
0
85
24
6
5
27
2
37
5
0
0
27
53
7
5
1
93
1yes
86
361
1
86
25
0
0
100
-7
7
8
26
1
31
-8
0
0
10
-8
3
3
0
67
0no
86
249
13
108
21
0
0
100
-7
7
8
21
0
29
13
0
0
4
28
5
1
0
55
0no