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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
66
| 127
| 2
| 69
| 17
| 0
| 0
| 94
| 16
| 6
| 6
| 18
| 4
| 33
| -7
| 3
| 3
| 42
| 81
| 3
| 4
| 3
| 58
| 1
|
81
| 220
| 2
| 91
| 20
| 0
| 0
| 100
| -7
| 7
| 8
| 23
| 2
| 39
| -7
| 2
| 2
| 36
| -8
| 3
| 1
| 1
| 67
| 0
|
71
| 177
| 8
| 95
| 24
| 0
| 0
| 96
| -8
| 6
| 6
| 24
| 1
| 75
| -7
| 1
| 1
| 87
| 87
| 4
| 2
| 3
| 100
| 1
|
69
| 112
| 2
| 43
| 5
| 0
| 0
| 100
| -7
| 7
| 8
| 7
| 2
| 43
| -7
| 1
| 1
| 37
| 58
| 3
| 2
| 0
| 83
| 1
|
74
| 150
| 13
| 91
| 13
| 1
| 1
| 93
| 35
| 6
| 2
| 14
| 0
| 29
| -7
| 0
| 0
| 36
| -8
| 1
| 1
| 1
| 40
| 0
|
56
| 224
| 21
| 109
| 27
| 1
| 1
| 79
| 4
| 4
| 6
| 28
| 0
| 21
| -7
| 1
| 1
| 101
| 79
| 15
| 1
| 11
| 94
| 1
|
65
| 243
| 9
| 89
| 23
| 0
| 0
| 83
| 2
| 4
| 6
| 23
| 1
| 52
| -7
| 0
| 0
| 49
| 75
| 4
| 4
| 1
| 80
| 1
|
-9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| 0
|
92
| 152
| 15
| 154
| 14
| 0
| 0
| 100
| -7
| 7
| 8
| 15
| 0
| 47
| -7
| 0
| 0
| 7
| 79
| 2
| 2
| 0
| 80
| 0
|
91
| 150
| 3
| 108
| 10
| 0
| 0
| 100
| -7
| 7
| 8
| 11
| 1
| 64
| -7
| 1
| 1
| 2
| 41
| 1
| 3
| 0
| 67
| 0
|
73
| 183
| 6
| 90
| 19
| 1
| 1
| 100
| -7
| 7
| 8
| 19
| 1
| 32
| -7
| 0
| 0
| 6
| 52
| 1
| 2
| 0
| 50
| 0
|
66
| 255
| 1
| 80
| 14
| 1
| 1
| 88
| 9
| 4
| 6
| 16
| 3
| 69
| -7
| 4
| 4
| 58
| 60
| 3
| 4
| 1
| 88
| 1
|
-9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| 0
|
87
| 120
| 12
| 59
| 26
| 0
| 0
| 100
| -7
| 7
| 8
| 26
| 0
| 54
| -7
| 1
| 1
| 1
| -8
| 2
| 1
| 0
| 75
| 1
|
64
| 246
| 16
| 106
| 5
| 3
| 3
| 88
| 57
| 6
| 3
| 8
| 0
| 88
| -7
| 1
| 1
| -8
| 144
| -8
| 4
| -8
| 100
| 1
|
-9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| 1
|
63
| 123
| 2
| 40
| 5
| 1
| 1
| 86
| 29
| 6
| 4
| 7
| 4
| 43
| -7
| 0
| 0
| 77
| -8
| 3
| 1
| 1
| 100
| 1
|
78
| 177
| 1
| 65
| 26
| 0
| 0
| 96
| -8
| 6
| 6
| 28
| 3
| 46
| -7
| 1
| 1
| 4
| 72
| 4
| 5
| 0
| 64
| 0
|
-9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| 1
|
75
| 212
| 23
| 105
| 11
| 0
| 0
| 82
| 21
| 6
| 6
| 11
| 0
| 45
| -7
| 1
| 1
| 13
| -8
| 1
| 1
| 0
| 100
| 1
|
68
| 224
| 9
| 110
| 24
| 5
| 5
| 86
| 25
| 6
| 2
| 29
| 1
| 31
| -7
| 5
| 5
| 5
| 73
| 2
| 2
| -8
| 71
| 0
|
61
| 208
| 6
| 96
| 24
| 3
| 2
| 74
| 44
| 6
| 2
| 27
| 3
| 63
| -7
| 2
| 2
| 53
| 77
| 6
| 4
| 2
| 92
| 1
|
63
| 203
| 2
| 79
| 16
| 0
| 0
| 59
| 3
| 4
| 6
| 17
| 1
| 47
| -7
| 3
| 3
| 55
| 77
| 7
| 3
| 1
| 91
| 1
|
69
| 160
| 5
| 109
| 11
| 1
| 1
| 92
| 20
| 6
| 3
| 13
| 1
| 31
| -7
| 0
| 0
| 94
| -8
| 3
| 2
| 3
| 100
| 1
|
-9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| 1
|
49
| 103
| 4
| 48
| 10
| 12
| 9
| 53
| 7
| 0
| 2
| 17
| 1
| 35
| -7
| 2
| 2
| 37
| 66
| 5
| 2
| 0
| 80
| 1
|
74
| 159
| 9
| 69
| 26
| 0
| 0
| 100
| -7
| 6
| 7
| 27
| 2
| 48
| -7
| 0
| 0
| 61
| 67
| 3
| 4
| 2
| 78
| 1
|
65
| 241
| 37
| 95
| 15
| 0
| 0
| 76
| 0
| 4
| 6
| 17
| 0
| 29
| -7
| 1
| 1
| 51
| 43
| 3
| 1
| 1
| 80
| 1
|
80
| 203
| 6
| 91
| 15
| 0
| 0
| 100
| -7
| 7
| 8
| 17
| 1
| 29
| -7
| 0
| 0
| 16
| 93
| 6
| 2
| 1
| 69
| 1
|
61
| 61
| 10
| 41
| 9
| 0
| 0
| 80
| -8
| 5
| 6
| 10
| 1
| 50
| -7
| 2
| 2
| 80
| 95
| 4
| 3
| 1
| 100
| 1
|
57
| 178
| 2
| 79
| 23
| 0
| 0
| 92
| 2
| 4
| 6
| 26
| 2
| 58
| -7
| 3
| 3
| 57
| 77
| 5
| 2
| 1
| 100
| 1
|
59
| 131
| 7
| 81
| 13
| 1
| 0
| 69
| 5
| 4
| 5
| 17
| 1
| 50
| -7
| 2
| 2
| 75
| -8
| 3
| 2
| 1
| 100
| 1
|
71
| 103
| 15
| 94
| 6
| 1
| 0
| 86
| 13
| 6
| 5
| 7
| 0
| 14
| -7
| 0
| 0
| 48
| -8
| 2
| -8
| 0
| 67
| 1
|
86
| 168
| 15
| 85
| 33
| 0
| 0
| 97
| 51
| 6
| 6
| 34
| 0
| 38
| -7
| 0
| 0
| 3
| -8
| 3
| 2
| 0
| 56
| 0
|
83
| 106
| 3
| 62
| 28
| 0
| 0
| 100
| -7
| 7
| 8
| 28
| 5
| 11
| -7
| 4
| 4
| 17
| -8
| 2
| 1
| 0
| 60
| 0
|
-9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| 1
|
59
| 198
| 6
| 89
| 29
| 3
| 2
| 79
| 21
| 6
| 2
| 34
| 1
| 38
| -7
| 3
| 3
| 38
| 98
| 11
| 1
| 1
| 86
| 1
|
59
| 256
| 0
| 50
| 11
| 1
| 0
| 44
| 1
| 4
| 5
| 16
| 1
| 75
| -7
| 1
| 1
| 93
| 74
| 3
| 6
| 2
| 90
| 1
|
-9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| 0
|
55
| 203
| 7
| 81
| 19
| 2
| 1
| 86
| 3
| 3
| 5
| 21
| 2
| 33
| -7
| 3
| 3
| 56
| 87
| 3
| 2
| 1
| 83
| 0
|
75
| 258
| 28
| 97
| 23
| 0
| 0
| 96
| -8
| 6
| 6
| 24
| 0
| 13
| -7
| 0
| 0
| 31
| -8
| 4
| -8
| 0
| 57
| 0
|
78
| 41
| 3
| 16
| 3
| 0
| 0
| 100
| -7
| 7
| 8
| 3
| 2
| 67
| -7
| 16
| 16
| 0
| -8
| 0
| 1
| -8
| 50
| 1
|
65
| 14
| 0
| 4
| 3
| 0
| 0
| 100
| -7
| 7
| 8
| 6
| 5
| 33
| -7
| 9
| 9
| 1
| 98
| 1
| 2
| 0
| 50
| 0
|
80
| 233
| 3
| 106
| 28
| 0
| 0
| 97
| 2
| 4
| 6
| 30
| 4
| 37
| 2
| 3
| 3
| 4
| 98
| 4
| 2
| 0
| 86
| 0
|
70
| 252
| 3
| 73
| 20
| 4
| 2
| 88
| 31
| 6
| 3
| 24
| 4
| 67
| 2
| 1
| 1
| 16
| 93
| 3
| 2
| 0
| 63
| 1
|
59
| -8
| 5
| 82
| 20
| 5
| 5
| 78
| 6
| 4
| 2
| 27
| 1
| 67
| 4
| 1
| 1
| 98
| 84
| 2
| 4
| -8
| 100
| 1
|
57
| 246
| 4
| 72
| 34
| 2
| 1
| 88
| 3
| 1
| 3
| 40
| 4
| 73
| 2
| 3
| 3
| 12
| 70
| 3
| 12
| 0
| 89
| 1
|
77
| 154
| 3
| 55
| 31
| 0
| 0
| 100
| -7
| 7
| 8
| 32
| 6
| 63
| 2
| 2
| 1
| 26
| 74
| 5
| 14
| 0
| 86
| 1
|
65
| 37
| 13
| 24
| 11
| 0
| 0
| 100
| -7
| 7
| 8
| 11
| 0
| 27
| 3
| 4
| 4
| 81
| -8
| 6
| 1
| 2
| 88
| 1
|
67
| 97
| 2
| 46
| 8
| 0
| 0
| 100
| -7
| 7
| 8
| 9
| 1
| 33
| 0
| 1
| 1
| 66
| 48
| 5
| 2
| 1
| 88
| 1
|
73
| 136
| 6
| 77
| 25
| 0
| 0
| 100
| -7
| 7
| 8
| 25
| 4
| 36
| 0
| 3
| 3
| 54
| 100
| 11
| 1
| 1
| 100
| 1
|
73
| 190
| 8
| 113
| 27
| 0
| 0
| 100
| -7
| 7
| 8
| 30
| 1
| 23
| 7
| 0
| 0
| 40
| 78
| 9
| 3
| 1
| 68
| 1
|
77
| 221
| 17
| 93
| 46
| 0
| 0
| 100
| -7
| 7
| 8
| 51
| 0
| 36
| 17
| 0
| 0
| 41
| -8
| 8
| 1
| 2
| 75
| 1
|
61
| 190
| 7
| 118
| 34
| 0
| 0
| 82
| 22
| 5
| 6
| 34
| 1
| 50
| 19
| 0
| 0
| 97
| 78
| 6
| 4
| 4
| 100
| 1
|
86
| 242
| 77
| 135
| 14
| 0
| 0
| 100
| -7
| 7
| 8
| 14
| 0
| 36
| 1
| 3
| 3
| 3
| -8
| 2
| 1
| 0
| 43
| 0
|
66
| 132
| 3
| 36
| 34
| 0
| 0
| 100
| -7
| 7
| 8
| 34
| 3
| 26
| 10
| 0
| 0
| 66
| 81
| 21
| 4
| 5
| 96
| 0
|
64
| 178
| 8
| 108
| 33
| 0
| 0
| 85
| 1
| 4
| 6
| 33
| 2
| 36
| 0
| 4
| 4
| 48
| 78
| 5
| 3
| 3
| 62
| 1
|
79
| 245
| 6
| 100
| 35
| 0
| 0
| 100
| -7
| 7
| 8
| 37
| 1
| 43
| 4
| 1
| 1
| 18
| 61
| 6
| 4
| 0
| 71
| 0
|
76
| 159
| 3
| 84
| 21
| 0
| 0
| 95
| -7
| 5
| 7
| 21
| 1
| 71
| 3
| 1
| 1
| 42
| 69
| 3
| 3
| 1
| 75
| 0
|
62
| 27
| 19
| 22
| 3
| 2
| 2
| 100
| -7
| 6
| 8
| 3
| 0
| 100
| 2
| 4
| 4
| -8
| -8
| -8
| 1
| -8
| 100
| 1
|
81
| 244
| 3
| 128
| 54
| 0
| 0
| 98
| -8
| 6
| 6
| 56
| 3
| 41
| 0
| 4
| 4
| 25
| 97
| 6
| 3
| 0
| 90
| 0
|
-9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| 0
|
85
| 241
| 7
| 120
| 36
| 0
| 0
| 100
| -7
| 7
| 8
| 36
| 1
| 39
| 2
| 1
| 1
| 1
| 20
| 3
| 4
| 0
| 50
| 0
|
75
| 160
| 5
| 69
| 12
| 0
| 0
| 100
| -7
| 7
| 8
| 12
| 2
| 42
| 2
| 2
| 2
| 85
| 100
| 2
| 2
| 2
| 83
| 1
|
-9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| 0
|
72
| 132
| 2
| 65
| 25
| 0
| 0
| 100
| -7
| 7
| 8
| 26
| 3
| 42
| 2
| 3
| 3
| 40
| 70
| 5
| 3
| 2
| 73
| 1
|
71
| 179
| 4
| 68
| 32
| 1
| 1
| 97
| 50
| 6
| 3
| 33
| 5
| 21
| 1
| 5
| 5
| 43
| 45
| 12
| 4
| 3
| 76
| 1
|
65
| 256
| 40
| 190
| 23
| 1
| 1
| 85
| 5
| 4
| 4
| 27
| 0
| 52
| 5
| 0
| 0
| 75
| 27
| 4
| 3
| 1
| 88
| 0
|
55
| 139
| 3
| 65
| 51
| 0
| 0
| 98
| 2
| 4
| 6
| 51
| 3
| 27
| 0
| 11
| 9
| 80
| -8
| 17
| 2
| 10
| 79
| 0
|
89
| 137
| 15
| 75
| 14
| 0
| 0
| 100
| -7
| 7
| 8
| 14
| 0
| 0
| -8
| 0
| 0
| 3
| -8
| 3
| -8
| 0
| 50
| 0
|
50
| 222
| 20
| 99
| 24
| 2
| 1
| 81
| 1
| 4
| 5
| 26
| 0
| 38
| 3
| 1
| 1
| 42
| 67
| 6
| 3
| 2
| 69
| 1
|
70
| 218
| 3
| 69
| 24
| 1
| 1
| 88
| 36
| 5
| 2
| 33
| 3
| 62
| 0
| 5
| 5
| 69
| 83
| 8
| 4
| 1
| 100
| 0
|
-9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| 0
|
55
| 156
| 5
| 65
| 59
| 1
| 1
| 98
| 2
| 4
| 6
| 59
| 5
| 36
| 1
| 12
| 11
| 44
| 91
| 7
| 5
| 1
| 92
| 1
|
69
| 82
| 13
| 57
| 15
| 5
| 4
| 67
| 23
| 6
| 2
| 21
| 0
| 71
| 5
| 2
| 2
| 6
| 66
| 1
| 2
| -8
| 75
| 1
|
62
| 247
| 11
| 93
| 29
| 2
| 2
| 90
| 37
| 0
| 6
| 29
| 1
| 24
| 16
| 0
| 0
| 67
| -8
| 11
| 1
| 3
| 100
| 0
|
87
| 112
| 5
| 67
| 22
| 0
| 0
| 100
| -7
| 7
| 8
| 22
| 2
| 55
| 5
| 0
| 0
| 3
| 92
| 1
| 3
| 0
| 44
| 0
|
65
| 129
| 10
| 64
| 30
| 0
| 0
| 78
| 2
| 4
| 6
| 32
| 3
| 34
| 0
| 1
| 1
| 17
| 99
| 2
| 10
| 0
| 67
| 0
|
66
| 93
| 7
| 33
| 23
| 0
| 0
| 100
| -7
| 7
| 8
| 24
| 3
| 33
| 0
| 2
| 2
| 58
| 97
| 8
| 2
| 4
| 63
| 1
|
-9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| 1
|
85
| 154
| 45
| 159
| 4
| 0
| 0
| 100
| -7
| 7
| 8
| 4
| 0
| 50
| -8
| 0
| 0
| 53
| -8
| 1
| -8
| 0
| 100
| 1
|
81
| 212
| 1
| 93
| 37
| 0
| 0
| 100
| -7
| 7
| 8
| 44
| 5
| 16
| 2
| 3
| 3
| 19
| -8
| 4
| 2
| 1
| 35
| 0
|
-9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| 0
|
-9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| 0
|
65
| 321
| 3
| 74
| 27
| 2
| 1
| 68
| 21
| 6
| 4
| 31
| 5
| 45
| 0
| 4
| 4
| 11
| 91
| 1
| 4
| 0
| 56
| 0
|
-9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| 0
|
-9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| 1
|
65
| 338
| 7
| 55
| 24
| 0
| 0
| 83
| 9
| 4
| 6
| 24
| 2
| 33
| 0
| 2
| 2
| 13
| 78
| 2
| 2
| 0
| 31
| 0
|
85
| 195
| 5
| 87
| 28
| 0
| 0
| 100
| -7
| 7
| 8
| 29
| 5
| 38
| 0
| 3
| 3
| 11
| 49
| 5
| 3
| 0
| 73
| 0
|
67
| 145
| 3
| 58
| 31
| 1
| 1
| 94
| 11
| 4
| 2
| 32
| 4
| 56
| 3
| 2
| 2
| 18
| 62
| 5
| 6
| 1
| 79
| 0
|
92
| 352
| 13
| 120
| 14
| 0
| 0
| 100
| -7
| 7
| 8
| 17
| 0
| 35
| 4
| 1
| 1
| 11
| -8
| 2
| 1
| 0
| 60
| 0
|
66
| 205
| 4
| 123
| 5
| 1
| 1
| 100
| -7
| 6
| 8
| 5
| 2
| 40
| 4
| 5
| 5
| 83
| 80
| 1
| 2
| 1
| 100
| 1
|
62
| 135
| 8
| 59
| 15
| 2
| 2
| 81
| 4
| 4
| 6
| 16
| 1
| 81
| 0
| 11
| 10
| 13
| 59
| 2
| 4
| 0
| 100
| 1
|
62
| 433
| 1
| 79
| 31
| 3
| 3
| 92
| 24
| 5
| 2
| 39
| 7
| 85
| 0
| 2
| 2
| 13
| 97
| 1
| 4
| -8
| 100
| 1
|
69
| 175
| 6
| 56
| 17
| 2
| 1
| 90
| 11
| 4
| 5
| 20
| 3
| 55
| 1
| 1
| 1
| 16
| 92
| 3
| 8
| 0
| 73
| 0
|
83
| 344
| 42
| 151
| 10
| 0
| 0
| 90
| 38
| 6
| 6
| 10
| 0
| 40
| 19
| 0
| 0
| 5
| -8
| 1
| -8
| -8
| 33
| 1
|
57
| 140
| 13
| 67
| 8
| 4
| 4
| 80
| 26
| 6
| 4
| 10
| 0
| 50
| 3
| 1
| 1
| 93
| 71
| 1
| 2
| 1
| 100
| 1
|
-9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| -9
| 1
|
66
| 307
| 6
| 125
| 38
| 3
| 1
| 79
| 24
| 6
| 2
| 49
| 2
| 48
| 4
| 1
| 1
| 45
| 75
| 8
| 3
| 4
| 65
| 1
|
66
| 502
| 4
| 145
| 34
| 0
| 0
| 97
| 36
| 6
| 6
| 37
| 4
| 27
| 4
| 3
| 3
| 80
| 53
| 17
| 3
| 12
| 83
| 1
|
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