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estimate_of_risk
int64 | months_since_first_trade
int64 | months_since_last_trade
int64 | average_duration_of_resolution
int64 | number_of_satisfactory_trades
int64 | nr_trades_insolvent_for_over_60_days
int64 | nr_trades_insolvent_for_over_90_days
int64 | percentage_of_legal_trades
int64 | months_since_last_illegal_trade
int64 | maximum_illegal_trades_over_last_year
int64 | maximum_illegal_trades
int64 | nr_total_trades
int64 | nr_trades_initiated_in_last_year
int64 | percentage_of_installment_trades
int64 | months_since_last_inquiry_not_recent
int64 | nr_inquiries_in_last_6_months
int64 | nr_inquiries_in_last_6_months_not_recent
int64 | net_fraction_of_revolving_burden
int64 | net_fraction_of_installment_burden
int64 | nr_revolving_trades_with_balance
int64 | nr_installment_trades_with_balance
int64 | nr_banks_with_high_ratio
int64 | percentage_trades_with_balance
int64 | is_at_risk
int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
73
| 188
| 2
| 58
| 23
| 0
| 0
| 100
| -7
| 7
| 8
| 25
| 5
| 40
| 0
| 4
| 4
| 43
| 87
| 5
| 3
| 2
| 62
| 0
|
84
| 411
| 23
| 91
| 10
| 0
| 0
| 100
| -7
| 6
| 8
| 11
| 0
| 36
| 0
| 0
| 0
| 17
| -8
| 2
| -8
| 0
| 100
| 0
|
75
| 221
| 6
| 43
| 58
| 0
| 0
| 100
| -7
| 7
| 8
| 59
| 10
| 5
| 0
| 2
| 2
| 15
| 95
| 6
| 2
| 2
| 27
| 0
|
73
| 85
| 6
| 38
| 10
| 0
| 0
| 100
| -7
| 7
| 8
| 10
| 2
| 50
| 0
| 1
| 1
| 81
| -8
| 1
| 1
| 0
| 50
| 1
|
65
| 87
| 2
| 46
| 18
| 1
| 1
| 100
| -7
| 7
| 8
| 20
| 3
| 16
| 0
| 4
| 4
| 39
| -8
| 3
| 1
| 1
| 40
| 1
|
70
| 213
| 4
| 90
| 36
| 0
| 0
| 97
| 45
| 6
| 6
| 36
| 1
| 39
| 0
| 1
| 1
| 93
| 67
| 5
| 4
| 3
| 100
| 1
|
65
| 305
| 8
| 93
| 25
| 3
| 2
| 85
| 36
| 6
| 4
| 28
| 1
| 33
| 0
| 2
| 2
| 70
| -8
| 5
| 1
| 2
| 88
| 0
|
91
| 428
| 22
| 132
| 9
| 0
| 0
| 100
| -7
| 7
| 8
| 12
| 0
| 25
| 0
| 0
| 0
| 1
| -8
| 2
| 1
| 0
| 80
| 0
|
89
| 270
| 2
| 122
| 14
| 0
| 0
| 100
| -7
| 7
| 8
| 15
| 1
| 33
| 0
| 1
| 1
| 2
| -8
| 2
| 2
| 0
| 57
| 0
|
73
| 190
| 18
| 88
| 28
| 0
| 0
| 89
| 12
| 6
| 6
| 28
| 0
| 39
| 0
| 3
| 3
| 21
| 62
| 3
| 2
| 0
| 63
| 1
|
68
| 310
| 3
| 96
| 33
| 1
| 1
| 97
| 68
| 6
| 2
| 34
| 4
| 26
| 0
| 4
| 4
| 73
| 89
| 6
| 4
| 3
| 71
| 0
|
71
| 83
| 11
| 46
| 22
| 0
| 0
| 95
| 8
| 4
| 6
| 22
| 2
| 14
| 0
| 1
| 1
| 34
| -8
| 3
| 2
| 0
| 71
| 1
|
86
| 333
| 6
| 93
| 32
| 0
| 0
| 100
| -7
| 7
| 8
| 32
| 3
| 22
| 0
| 0
| 0
| 6
| -8
| 6
| 2
| 0
| 44
| 0
|
81
| 146
| 16
| 63
| 3
| 0
| 0
| 100
| -7
| 7
| 8
| 3
| 0
| 67
| 0
| 1
| 0
| -8
| 86
| -8
| 2
| -8
| 100
| 1
|
74
| 340
| 4
| 126
| 49
| 0
| 0
| 96
| -8
| 6
| 6
| 51
| 4
| 29
| 0
| 2
| 2
| 28
| -8
| 12
| 1
| 2
| 74
| 0
|
69
| 80
| 7
| 46
| 6
| 3
| 2
| 75
| 50
| 6
| 4
| 9
| 2
| 50
| 0
| 1
| 0
| 30
| 93
| 1
| 2
| 0
| 75
| 1
|
86
| 130
| 9
| 49
| 17
| 0
| 0
| 100
| -7
| 7
| 8
| 17
| 1
| 24
| 0
| 0
| 0
| 7
| 132
| 1
| 4
| 0
| 50
| 0
|
86
| 166
| 2
| 77
| 9
| 0
| 0
| 100
| -7
| 6
| 8
| 10
| 1
| 40
| 0
| 5
| 5
| 7
| -8
| 1
| 1
| 0
| 33
| 0
|
64
| 460
| 3
| 130
| 23
| 0
| 0
| 96
| 0
| 4
| 6
| 23
| 6
| 9
| 0
| 0
| 0
| 34
| 92
| 7
| 1
| 3
| 67
| 1
|
77
| 126
| 3
| 66
| 55
| 0
| 0
| 100
| -7
| 7
| 8
| 58
| 2
| 41
| 0
| 0
| 0
| 59
| 67
| 4
| 6
| 1
| 91
| 0
|
73
| 107
| 10
| 70
| 20
| 0
| 0
| 95
| -8
| 6
| 6
| 21
| 1
| 86
| 0
| 4
| 4
| 81
| 93
| 2
| 3
| 2
| 83
| 1
|
74
| 202
| 23
| 68
| 27
| 0
| 0
| 93
| 7
| 4
| 6
| 27
| 0
| 30
| 0
| 0
| 0
| 16
| 48
| 3
| 3
| 0
| 46
| 1
|
62
| 80
| 2
| 47
| 24
| 0
| 0
| 96
| 59
| 6
| 6
| 25
| 1
| 48
| 0
| 0
| 0
| 73
| 113
| 5
| 5
| 2
| 91
| 1
|
67
| 69
| 3
| 43
| 6
| 3
| 1
| 50
| 10
| 4
| 4
| 10
| 1
| 60
| 0
| 5
| 3
| 27
| 101
| 1
| 2
| 0
| 60
| 1
|
70
| 112
| 7
| 51
| 27
| 1
| 0
| 96
| 79
| 5
| 5
| 28
| 3
| 36
| 0
| 0
| 0
| 49
| 85
| 7
| 3
| 2
| 83
| 1
|
58
| 80
| 27
| 62
| 11
| 2
| 1
| 83
| 33
| 6
| 5
| 13
| 0
| 50
| 0
| 1
| 1
| 82
| 42
| 3
| 3
| 2
| 100
| 1
|
86
| 199
| 1
| 83
| 17
| 0
| 0
| 100
| -7
| 7
| 8
| 19
| 3
| 37
| 0
| 2
| 2
| 1
| 21
| 1
| 3
| 1
| 33
| 0
|
63
| 380
| 3
| 94
| 20
| 2
| 2
| 100
| -7
| 0
| 8
| 20
| 3
| 50
| 0
| 7
| 7
| 37
| 35
| 5
| 2
| 1
| 78
| 1
|
56
| 239
| 3
| 98
| 12
| 0
| 0
| 75
| 1
| 4
| 6
| 12
| 1
| 25
| 0
| 3
| 3
| 69
| 82
| 7
| 3
| 2
| 100
| 1
|
69
| 57
| 19
| 34
| 4
| 2
| 2
| 67
| 35
| 6
| 3
| 6
| 0
| 33
| 0
| 4
| 4
| -8
| -8
| 1
| -8
| -8
| 100
| 1
|
61
| 282
| 2
| 86
| 40
| 1
| 1
| 95
| 1
| 0
| 2
| 42
| 4
| 14
| 0
| 3
| 3
| 40
| 100
| 8
| 2
| 2
| 55
| 0
|
66
| 244
| 1
| 69
| 15
| 1
| 1
| 94
| -7
| 5
| 7
| 18
| 4
| 59
| 0
| 0
| 0
| 61
| 96
| 1
| 3
| -8
| 80
| 1
|
88
| 393
| 16
| 158
| 15
| 0
| 0
| 100
| -7
| 7
| 8
| 16
| 0
| 13
| 0
| 0
| 0
| 9
| -8
| 3
| 1
| 0
| 50
| 0
|
59
| 128
| 11
| 55
| 11
| 1
| 1
| 75
| 4
| 0
| 2
| 12
| 1
| 25
| 0
| 0
| 0
| 20
| 91
| 3
| 2
| 0
| 71
| 1
|
80
| 262
| 0
| 72
| 22
| 0
| 0
| 100
| -7
| 7
| 8
| 24
| 1
| 17
| 0
| 1
| 1
| 20
| 74
| 5
| 1
| 2
| 38
| 1
|
85
| 141
| 6
| 78
| 10
| 0
| 0
| 91
| 77
| 6
| 6
| 12
| 1
| 27
| 0
| 3
| 3
| 1
| -8
| 1
| 1
| 0
| 50
| 0
|
57
| 153
| 13
| 53
| 17
| 0
| 0
| 88
| 6
| 4
| 6
| 17
| 0
| 18
| 0
| 0
| 0
| 86
| -8
| 4
| 1
| 3
| 71
| 0
|
74
| 197
| 1
| 93
| 31
| 1
| 0
| 86
| 29
| 6
| 5
| 35
| 3
| 26
| 0
| 2
| 2
| 28
| 27
| 2
| 4
| 0
| 40
| 1
|
54
| 316
| 15
| 116
| 16
| 3
| 1
| 57
| 3
| 2
| 4
| 21
| 0
| 14
| 0
| 2
| 2
| 28
| -8
| 4
| -8
| 0
| 50
| 1
|
83
| 296
| 43
| 128
| 8
| 0
| 0
| 100
| -7
| 7
| 8
| 8
| 0
| 38
| 0
| 1
| 1
| 10
| 84
| 2
| 1
| 0
| 50
| 0
|
60
| 141
| 5
| 66
| 12
| 7
| 5
| 59
| 19
| 6
| 3
| 18
| 4
| 35
| 0
| 3
| 3
| 22
| -8
| 2
| -8
| 0
| 50
| 1
|
63
| 132
| 6
| 74
| 12
| 1
| 0
| 86
| 5
| 4
| 5
| 14
| 1
| 43
| 0
| 0
| 0
| 74
| 48
| 3
| 2
| 2
| 75
| 0
|
69
| 51
| 4
| 20
| 6
| 2
| 2
| 86
| 54
| 6
| 2
| 9
| 3
| 43
| 0
| 3
| 3
| 48
| 71
| 3
| 2
| 0
| 100
| 1
|
66
| 189
| 5
| 101
| 16
| 5
| 4
| 71
| 62
| 6
| 2
| 22
| 1
| 29
| 0
| 2
| 2
| 37
| -8
| 6
| 1
| 2
| 100
| 0
|
77
| 292
| 8
| 84
| 20
| 0
| 0
| 100
| -7
| 7
| 8
| 20
| 1
| 70
| 0
| 4
| 4
| 51
| 57
| 3
| 3
| 1
| 78
| 1
|
63
| 112
| 4
| 54
| 17
| 1
| 1
| 89
| 21
| 6
| 2
| 19
| 1
| 37
| 0
| 0
| 0
| 72
| 97
| 7
| 3
| 4
| 91
| 1
|
65
| 111
| 19
| 63
| 23
| 1
| 1
| 92
| 25
| 6
| 2
| 25
| 0
| 64
| 0
| 4
| 4
| 72
| 114
| 1
| 8
| 0
| 90
| 1
|
67
| 126
| 1
| 40
| 9
| 1
| 1
| 100
| -7
| 7
| 8
| 11
| 4
| 30
| 0
| 1
| 1
| 36
| 50
| 2
| 2
| 0
| 50
| 1
|
71
| 200
| 8
| 74
| 35
| 0
| 0
| 97
| 38
| 6
| 6
| 39
| 3
| 56
| 0
| 0
| 0
| 82
| 92
| 4
| 6
| 3
| 91
| 1
|
66
| 59
| 9
| 40
| 7
| 0
| 0
| 86
| 16
| 6
| 6
| 7
| 1
| 71
| 0
| 0
| 0
| 0
| 64
| 0
| 4
| -8
| 67
| 1
|
67
| 250
| 6
| 103
| 26
| 0
| 0
| 88
| 1
| 4
| 6
| 26
| 1
| 35
| 0
| 0
| 0
| 79
| 60
| 4
| 2
| 2
| 75
| 1
|
60
| 110
| 25
| 53
| 1
| 1
| 0
| 67
| 7
| 4
| 5
| 4
| 0
| 67
| 0
| 6
| 6
| -8
| -8
| -8
| -8
| -8
| -8
| 1
|
66
| 187
| 4
| 38
| 18
| 1
| 0
| 95
| 62
| 6
| 5
| 22
| 5
| 36
| 0
| 4
| 4
| 46
| 79
| 6
| 4
| 1
| 92
| 1
|
56
| 91
| 16
| 54
| 4
| 6
| 2
| 27
| 12
| 6
| 3
| 11
| 0
| 55
| 0
| 8
| 8
| 104
| 86
| 2
| 1
| 1
| 100
| 1
|
55
| 152
| 66
| 113
| 13
| 7
| 6
| 65
| 4
| 0
| 2
| 23
| 0
| 22
| 0
| 1
| 1
| 56
| -8
| 2
| 1
| 2
| 57
| 1
|
73
| 188
| 2
| 83
| 18
| 1
| 1
| 95
| 29
| 6
| 2
| 22
| 1
| 27
| 0
| 11
| 11
| 30
| -8
| 4
| 2
| 0
| 67
| 1
|
70
| 43
| 4
| 21
| 11
| 0
| 0
| 100
| -7
| 7
| 8
| 13
| 4
| 38
| 0
| 3
| 3
| 64
| 98
| 4
| 3
| 1
| 88
| 1
|
66
| 202
| 9
| 82
| 23
| 2
| 2
| 96
| 0
| 4
| 6
| 26
| 1
| 17
| 0
| 0
| 0
| 33
| 70
| 7
| 3
| 0
| 63
| 1
|
68
| 86
| 2
| 32
| 26
| 0
| 0
| 100
| -7
| 7
| 8
| 28
| 5
| 25
| 0
| 4
| 4
| 22
| 92
| 5
| 3
| 0
| 57
| 0
|
70
| 206
| 9
| 108
| 30
| 3
| 3
| 97
| -8
| 6
| 6
| 34
| 1
| 66
| 0
| 1
| 1
| 0
| 50
| 1
| 2
| -8
| 80
| 0
|
72
| 78
| 10
| 44
| 12
| 1
| 1
| 92
| 55
| 6
| 3
| 13
| 1
| 15
| 0
| 0
| 0
| 58
| -8
| 3
| 1
| 0
| 86
| 1
|
60
| 12
| 5
| 9
| 2
| 0
| 0
| 100
| -7
| 7
| 8
| 2
| 1
| 100
| 0
| 6
| 5
| -8
| 97
| -8
| 2
| -8
| 100
| 1
|
66
| 138
| 6
| 75
| 42
| 0
| 0
| 100
| -7
| 5
| 8
| 46
| 2
| 46
| 0
| 1
| 1
| 89
| 92
| 6
| 2
| 2
| 100
| 1
|
64
| 150
| 8
| 48
| 23
| 0
| 0
| 96
| 23
| 6
| 6
| 23
| 2
| 61
| 0
| 2
| 2
| 65
| 96
| 2
| 6
| 1
| 73
| 0
|
67
| 144
| 9
| 60
| 18
| 0
| 0
| 95
| 6
| 4
| 6
| 20
| 3
| 25
| 0
| 3
| 1
| 70
| 91
| 3
| 2
| 2
| 83
| 1
|
67
| 83
| 2
| 36
| 30
| 0
| 0
| 97
| 25
| 6
| 6
| 32
| 8
| 44
| 0
| 3
| 3
| 39
| 89
| 4
| 8
| 0
| 80
| 0
|
73
| 201
| 16
| 108
| 13
| 0
| 0
| 93
| 12
| 6
| 6
| 14
| 0
| 21
| 0
| 0
| 0
| 47
| 77
| 6
| 2
| 1
| 89
| 1
|
58
| 108
| 4
| 49
| 11
| 2
| 1
| 57
| 6
| 4
| 2
| 14
| 3
| 71
| 0
| 4
| 3
| 0
| 74
| 1
| 4
| -8
| 83
| 1
|
84
| 73
| 6
| 40
| 6
| 0
| 0
| 100
| -7
| 7
| 8
| 6
| 1
| 67
| 0
| 1
| 1
| 1
| 91
| 1
| 2
| 0
| 100
| 1
|
89
| 344
| 6
| 137
| 19
| 0
| 0
| 100
| -7
| 7
| 8
| 20
| 1
| 25
| 0
| 1
| 1
| 10
| -8
| 3
| 2
| 0
| 63
| 0
|
54
| 336
| 13
| 93
| 17
| 1
| 1
| 89
| 4
| 2
| 4
| 18
| 0
| 33
| 0
| 4
| 4
| 65
| 53
| 4
| 2
| 2
| 75
| 1
|
70
| 37
| 13
| 22
| 9
| 0
| 0
| 100
| -7
| 5
| 8
| 9
| 0
| 11
| 0
| 0
| 0
| 39
| -8
| 5
| 1
| 1
| 67
| 0
|
60
| 264
| 22
| 53
| 10
| 2
| 2
| 100
| -7
| 0
| 8
| 12
| 0
| 40
| 0
| 1
| 1
| 92
| 63
| 4
| 2
| 2
| 86
| 1
|
74
| 156
| 2
| 51
| 14
| 0
| 0
| 100
| -7
| 7
| 8
| 15
| 3
| 47
| 0
| 4
| 4
| 31
| 69
| 3
| 2
| 0
| 83
| 0
|
67
| 255
| 1
| 104
| 41
| 6
| 6
| 88
| 12
| 6
| 6
| 48
| 1
| 21
| 0
| 1
| 1
| 30
| 59
| 3
| 4
| 1
| 39
| 0
|
72
| 290
| 0
| 59
| 21
| 2
| 2
| 92
| 26
| 6
| 6
| 26
| 5
| 35
| 0
| 10
| 9
| 2
| 82
| 4
| 6
| 0
| 58
| 1
|
70
| 315
| 3
| 108
| 7
| 2
| 1
| 80
| 48
| 6
| 4
| 10
| 2
| 30
| 0
| 2
| 2
| 94
| -8
| 2
| 1
| 1
| 100
| 1
|
76
| 111
| 1
| 50
| 20
| 0
| 0
| 95
| 79
| 6
| 6
| 22
| 3
| 45
| 0
| 1
| 1
| 25
| 83
| 2
| 3
| 1
| 63
| 0
|
62
| 265
| 14
| 104
| 28
| 6
| 1
| 67
| 16
| 5
| 5
| 40
| 0
| 44
| 0
| 4
| 4
| 78
| 77
| 5
| 2
| 1
| 78
| 1
|
75
| 351
| 13
| 155
| 25
| 0
| 0
| 100
| -7
| 6
| 7
| 25
| 0
| 16
| 0
| 0
| 0
| 56
| -8
| 7
| 1
| 2
| 60
| 0
|
57
| 71
| 4
| 32
| 24
| 0
| 0
| 92
| 9
| 4
| 6
| 24
| 4
| 46
| 0
| 2
| 2
| 53
| 83
| 5
| 6
| 2
| 87
| 1
|
66
| 205
| 2
| 43
| 10
| 0
| 0
| 100
| -7
| 7
| 8
| 11
| 3
| 64
| 0
| 3
| 3
| 100
| 53
| 2
| 4
| 2
| 100
| 1
|
79
| 161
| 16
| 92
| 18
| 0
| 0
| 100
| -7
| 7
| 8
| 20
| 0
| 40
| -7
| 0
| 0
| 65
| 71
| 3
| 2
| 2
| 83
| 0
|
79
| 81
| 6
| 46
| 24
| 0
| 0
| 100
| -7
| 7
| 8
| 24
| 1
| 25
| -7
| 4
| 4
| 13
| -8
| 2
| 1
| 0
| 43
| 0
|
88
| 112
| 16
| 61
| 16
| 0
| 0
| 100
| -7
| 7
| 8
| 16
| 0
| 13
| -7
| 0
| 0
| 7
| -8
| 2
| 1
| 0
| 60
| 0
|
90
| 182
| 4
| 129
| 15
| 0
| 0
| 100
| -7
| 7
| 8
| 17
| 1
| 29
| -7
| 1
| 1
| 0
| 98
| 0
| 2
| 0
| 40
| 0
|
72
| 88
| 8
| 70
| 19
| 2
| 2
| 95
| 49
| 6
| 2
| 20
| 1
| 10
| -7
| 0
| 0
| 0
| -8
| 0
| -8
| 0
| 9
| 0
|
61
| 113
| 20
| 54
| 3
| 5
| 5
| 50
| 29
| 5
| 2
| 6
| 0
| 67
| -7
| 0
| 0
| -8
| 10
| -8
| 2
| -8
| 100
| 0
|
75
| 181
| 2
| 69
| 15
| 0
| 0
| 100
| -7
| 7
| 8
| 16
| 2
| 50
| -7
| 3
| 3
| 56
| 78
| 6
| 4
| 2
| 91
| 1
|
56
| 308
| 7
| 98
| 23
| 8
| 7
| 75
| 12
| 0
| 2
| 28
| 1
| 46
| -7
| 5
| 5
| 5
| 37
| 1
| 2
| -8
| 43
| 0
|
65
| 182
| 2
| 50
| 18
| 1
| 0
| 90
| 6
| 3
| 5
| 21
| 5
| 57
| -7
| 8
| 7
| 58
| 88
| 4
| 3
| 0
| 88
| 1
|
85
| 160
| 20
| 55
| 27
| 0
| 0
| 100
| -7
| 7
| 8
| 28
| 0
| 22
| -7
| 2
| 2
| 11
| -8
| 3
| 1
| 0
| 50
| 0
|
88
| 138
| 2
| 71
| 21
| 0
| 0
| 100
| -7
| 7
| 8
| 24
| 3
| 33
| -7
| 0
| 0
| 4
| -8
| 2
| 1
| 0
| 75
| 1
|
72
| 155
| 7
| 71
| 46
| 1
| 1
| 100
| -7
| 7
| 8
| 48
| 1
| 38
| -7
| 5
| 5
| 7
| 82
| 5
| 5
| 0
| 53
| 0
|
69
| 72
| 3
| 48
| 14
| 1
| 0
| 87
| 20
| 6
| 5
| 15
| 2
| 7
| -7
| 1
| 1
| 29
| -8
| 5
| 1
| 0
| 58
| 1
|
69
| 188
| 3
| 54
| 9
| 1
| 0
| 80
| 9
| 4
| 5
| 11
| 1
| 70
| -7
| 2
| 2
| -8
| 115
| -8
| 3
| -8
| 100
| 1
|
59
| 123
| 4
| 66
| 32
| 1
| 1
| 88
| 6
| 4
| 6
| 32
| 2
| 31
| -7
| 0
| 0
| 36
| 76
| 5
| 4
| 2
| 56
| 1
|
73
| 182
| 15
| 72
| 17
| 2
| 2
| 89
| 14
| 6
| 2
| 20
| 0
| 37
| -7
| 4
| 4
| 8
| 28
| 3
| 2
| 0
| 83
| 0
|
73
| 163
| 14
| 62
| 14
| 1
| 1
| 100
| -7
| 6
| 8
| 15
| 0
| 60
| -7
| 2
| 2
| 17
| 66
| 1
| 3
| -8
| 80
| 0
|
63
| 242
| 2
| 68
| 25
| 0
| 0
| 100
| -7
| 7
| 8
| 26
| 1
| 19
| -7
| 3
| 3
| 73
| -8
| 12
| 1
| 5
| 87
| 1
|
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