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
82
156
21
84
12
0
0
100
-7
7
8
12
0
42
0
0
0
73
68
3
2
0
100
0no
57
138
18
66
11
2
1
71
23
6
3
14
0
36
0
0
0
41
-8
4
1
0
71
1yes
75
140
21
58
34
0
0
97
23
6
6
34
0
50
0
0
0
0
52
1
3
0
33
0no
80
229
0
87
12
0
0
100
-7
7
8
13
2
15
0
0
0
53
-8
2
1
2
38
0no
62
30
2
13
8
0
0
90
5
4
6
10
4
40
0
3
3
17
100
3
4
0
89
1yes
66
107
18
56
17
0
0
94
17
6
6
17
0
12
0
0
0
72
-8
10
-8
2
100
1yes
67
36
4
14
6
0
0
100
-7
7
8
6
3
67
0
3
0
41
88
1
3
-8
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
66
265
6
101
32
3
2
86
8
4
2
36
4
33
0
1
1
39
-8
7
1
1
89
1yes
56
125
4
47
10
0
0
83
3
4
6
12
1
17
0
1
1
85
-8
4
1
4
71
1yes
87
216
76
127
7
0
0
100
-7
7
8
7
0
29
0
0
0
14
-8
2
1
0
100
0no
63
207
1
58
35
1
0
95
20
6
5
37
3
41
0
2
2
51
61
5
3
3
69
1yes
86
169
6
82
5
0
0
100
-7
7
8
5
1
60
0
1
1
24
75
1
3
0
100
1yes
65
102
3
39
38
1
1
92
6
4
4
39
9
46
0
13
13
20
86
4
14
1
72
1yes
87
196
30
117
19
0
0
100
-7
7
8
20
0
30
0
0
0
7
-8
5
-8
-8
71
0no
80
263
14
84
23
0
0
96
-8
6
6
23
0
52
0
0
0
8
33
4
3
0
70
0no
87
247
21
97
19
0
0
100
-7
7
8
20
0
45
0
0
0
3
39
1
1
0
33
0no
69
192
2
87
14
0
0
94
1
4
6
17
1
53
0
1
1
53
115
2
1
1
60
1yes
79
409
16
127
16
1
1
94
53
6
4
17
0
29
0
0
0
49
-8
2
-8
0
33
1yes
76
287
9
121
35
0
0
100
-7
7
8
36
1
19
0
0
0
34
72
4
3
2
50
0no
77
213
4
96
45
0
0
96
33
6
6
47
3
23
0
2
2
11
-8
4
-8
0
31
0no
86
153
17
77
19
0
0
100
-7
7
8
21
0
43
0
1
1
8
92
1
4
0
83
0no
70
45
3
27
3
0
0
100
-7
7
8
4
1
67
0
1
1
55
45
1
1
0
100
1yes
75
176
3
69
18
0
0
100
-7
6
8
19
1
42
0
0
0
48
51
6
3
1
82
0no
61
108
1
64
3
0
0
67
79
6
6
8
2
50
0
4
4
81
81
1
1
1
75
1yes
73
71
12
47
9
0
0
89
14
6
6
9
0
67
0
2
2
17
93
1
3
-8
100
1yes
86
109
14
54
8
0
0
100
-7
7
8
8
0
50
0
0
0
6
-8
1
1
0
50
1yes
65
271
4
92
24
0
0
92
1
4
6
24
2
42
0
2
2
31
45
8
3
1
73
0no
89
496
8
140
20
0
0
100
-7
7
8
22
1
0
0
2
1
7
-8
3
-8
0
27
1yes
54
186
2
53
22
1
0
64
5
4
5
25
3
40
0
2
2
33
87
6
1
1
58
1yes
81
227
2
58
37
0
0
91
24
6
6
45
6
78
0
0
0
0
90
0
7
0
58
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
68
129
4
55
27
0
0
100
-7
7
8
27
2
44
0
1
1
75
96
7
3
3
100
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
73
257
3
83
7
0
0
100
-7
7
8
7
3
29
0
2
1
71
96
2
2
-8
100
1yes
67
87
12
44
20
0
0
90
11
4
6
20
0
35
0
1
1
31
73
3
3
1
60
1yes
77
147
3
65
15
0
0
93
30
6
6
15
2
33
0
3
3
21
37
2
2
0
44
1yes
81
139
0
51
14
0
0
100
-7
7
8
15
4
20
0
3
2
16
60
2
3
0
45
0no
55
294
10
75
24
5
5
75
5
1
3
31
1
36
0
0
0
60
12
5
2
0
64
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
62
132
15
48
8
3
2
67
53
5
5
12
0
22
0
1
1
56
-8
4
-8
1
80
1yes
65
52
3
27
6
0
0
83
-8
6
6
6
2
67
-7
3
3
74
96
1
2
-8
100
1yes
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
1yes
65
249
2
70
32
1
1
94
14
6
6
33
2
18
-7
2
2
48
-8
8
1
1
45
1yes
79
125
9
57
29
0
0
100
-7
7
8
33
1
45
-7
1
1
1
71
1
4
0
45
0no
75
206
4
65
15
2
2
88
78
5
2
17
1
53
-7
1
1
0
-8
0
1
0
33
1yes
72
196
4
98
31
0
0
94
12
6
6
32
3
34
-7
7
6
24
60
7
1
0
73
1yes
80
191
5
76
27
0
0
93
15
6
6
28
1
39
-7
2
2
3
36
3
2
0
67
1yes
64
236
9
109
25
0
0
92
18
5
6
26
1
38
-7
3
3
81
49
13
3
6
100
1yes
74
213
5
81
20
0
0
100
-7
7
8
20
2
45
-7
0
0
73
81
5
4
2
100
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
76
163
5
80
44
0
0
100
-7
7
8
68
2
28
-7
1
1
14
57
8
3
2
58
0no
62
157
4
67
24
1
1
96
10
0
2
25
4
60
-7
4
3
59
62
4
4
2
73
1yes
85
201
3
58
6
0
0
100
-7
7
8
7
3
57
-7
2
1
11
97
2
2
-8
80
1yes
78
423
1
138
30
0
0
97
32
6
6
31
5
23
-7
1
1
26
58
4
1
1
32
0no
62
462
40
169
19
0
0
71
7
4
6
21
0
10
-7
0
0
63
-8
14
-8
6
88
0no
57
81
6
41
22
0
0
95
12
5
6
22
3
59
-7
1
1
100
61
7
6
5
93
1yes
71
131
3
61
35
0
0
100
-7
7
8
37
5
50
-7
5
5
43
94
6
2
1
89
0no
68
186
1
82
22
0
0
96
49
6
6
24
5
29
-7
4
4
55
93
8
5
2
81
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
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
1yes
57
342
7
57
17
0
0
88
4
4
6
17
3
82
-7
2
0
99
45
2
4
1
100
1yes
73
156
5
49
25
0
0
96
-7
5
7
25
2
40
-7
1
1
58
88
7
9
1
80
1yes
56
70
6
31
28
0
0
96
43
6
6
29
7
25
-7
2
2
71
-8
8
1
4
56
1yes
86
192
25
128
17
0
0
100
-7
7
8
17
0
41
-7
0
0
22
-8
3
1
0
80
0no
87
183
2
122
24
0
0
100
-7
7
8
26
1
42
-7
1
1
18
69
5
2
0
54
0no
71
243
8
84
15
0
0
94
-8
6
6
16
1
25
-7
1
1
56
-8
5
1
3
86
1yes
54
141
8
54
15
2
0
71
2
3
5
17
2
41
-7
0
0
49
86
3
3
2
75
1yes
64
180
2
83
33
2
1
78
11
4
5
36
2
25
-7
0
0
19
56
4
3
1
64
1yes
79
66
19
35
5
0
0
100
-7
7
8
5
0
60
-7
0
0
35
36
2
3
0
100
1yes
80
194
9
96
20
0
0
100
-7
7
8
21
1
30
-7
1
1
16
66
5
1
0
55
1yes
79
70
2
35
6
0
0
86
19
5
6
7
1
43
-7
2
2
2
97
1
2
0
75
0no
78
254
3
118
39
0
0
95
34
6
6
39
2
26
-7
1
1
20
9
6
3
0
56
0no
59
255
1
87
16
0
0
76
1
4
6
17
1
41
-7
3
3
80
43
4
3
3
100
1yes
72
149
2
63
46
0
0
100
-7
7
8
49
4
51
-7
4
4
34
83
4
5
2
75
0no
69
257
2
111
10
2
0
71
0
4
5
14
1
43
-7
1
1
51
-8
3
1
0
80
1yes
82
189
2
86
13
0
0
100
-7
7
8
14
3
57
-7
3
3
18
81
2
3
1
71
1yes
81
181
11
69
29
0
0
97
35
5
6
36
1
78
-7
0
0
0
81
0
2
0
60
1yes
55
378
15
103
22
2
2
75
1
0
2
26
0
29
-7
3
2
40
73
5
3
1
67
1yes
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
1yes
78
208
13
112
16
0
0
94
3
4
6
17
0
76
-7
0
0
0
-8
0
1
0
50
0no
56
191
0
76
53
1
1
100
-7
0
8
54
7
48
-7
3
3
51
60
13
5
1
78
1yes
60
138
6
64
20
0
0
87
1
4
6
23
2
57
-7
1
1
75
39
5
3
1
100
1yes
56
173
21
69
6
2
0
86
1
4
5
7
0
57
-7
0
0
82
100
3
2
3
100
1yes
61
252
24
127
32
1
1
86
1
4
3
43
0
47
-7
0
0
38
-8
7
1
1
53
1yes
54
179
8
81
21
0
0
62
0
4
6
21
3
14
-7
2
2
92
86
11
3
10
94
1yes
70
197
16
97
30
0
0
91
19
6
6
32
0
22
-7
4
4
44
-8
8
1
4
63
1yes
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
1yes
85
139
4
81
28
0
0
100
-7
7
8
29
1
45
-7
2
2
0
-8
0
2
0
40
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
87
230
1
83
22
0
0
100
-7
7
8
23
2
22
-7
0
0
1
50
1
2
0
42
0no
66
174
1
75
38
0
0
100
-7
7
8
40
5
40
-7
6
6
77
60
4
8
3
75
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
76
157
4
81
19
1
1
100
-7
7
8
19
1
26
-7
1
1
33
-8
3
1
1
56
1yes
70
262
14
60
17
0
0
88
4
4
6
17
0
24
-7
0
0
1
77
2
3
0
71
0no
66
251
17
98
35
0
0
92
1
4
6
38
0
16
-7
0
0
60
-8
3
1
1
36
1yes
65
121
16
68
21
0
0
95
14
6
6
21
0
24
-7
0
0
87
30
5
2
4
78
0no
63
203
4
83
32
1
1
97
-8
6
6
35
1
60
-7
2
2
68
8
8
2
1
92
0no
66
-8
3
45
21
3
1
88
41
6
5
25
4
40
-7
1
1
8
54
1
4
0
50
1yes
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
1yes