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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
75
| 189
| 7
| 61
| 27
| 2
| 0
| 90
| 22
| 6
| 5
| 29
| 2
| 62
| -7
| 0
| 0
| 0
| 110
| 1
| 6
| 0
| 70
| 0
|
68
| 220
| 3
| 87
| 13
| 2
| 1
| 75
| 36
| 6
| 2
| 16
| 1
| 75
| -7
| 4
| 4
| 0
| 62
| 0
| 2
| -8
| 40
| 1
|
76
| 186
| 1
| 83
| 21
| 0
| 0
| 96
| 11
| 4
| 6
| 25
| 4
| 28
| -7
| 2
| 2
| 12
| -8
| 3
| -8
| 0
| 44
| 0
|
85
| 132
| 7
| 62
| 29
| 0
| 0
| 100
| -7
| 6
| 7
| 29
| 2
| 21
| -7
| 0
| 0
| 1
| 79
| 3
| 3
| 0
| 67
| 0
|
87
| -8
| 18
| 102
| 11
| 0
| 0
| 100
| -7
| 7
| 8
| 11
| 0
| 9
| -7
| 0
| 0
| 47
| 6
| 1
| 1
| 0
| 50
| 1
|
85
| 177
| 2
| 84
| 30
| 0
| 0
| 100
| -7
| 7
| 8
| 35
| 1
| 33
| -7
| 2
| 2
| 12
| 74
| 2
| 5
| 0
| 47
| 0
|
63
| 163
| 7
| 42
| 17
| 1
| 1
| 89
| 25
| 6
| 2
| 20
| 3
| 44
| -7
| 0
| 0
| 58
| 87
| 4
| 4
| 2
| 100
| 1
|
82
| 240
| 4
| 103
| 23
| 0
| 0
| 92
| 28
| 6
| 6
| 26
| 3
| 50
| -7
| 1
| 1
| 9
| 88
| 2
| 2
| 0
| 50
| 0
|
66
| 207
| 20
| 100
| 33
| 0
| 0
| 91
| 5
| 4
| 6
| 33
| 0
| 39
| -7
| 0
| 0
| 51
| 81
| 9
| 2
| 2
| 79
| 1
|
71
| 276
| 5
| 60
| 13
| 1
| 1
| 100
| -7
| 6
| 8
| 13
| 1
| 46
| -7
| 1
| 1
| 24
| -8
| 3
| 1
| 0
| 57
| 1
|
79
| 120
| 1
| 51
| 28
| 0
| 0
| 97
| -8
| 6
| 6
| 29
| 3
| 45
| -7
| 5
| 5
| 27
| 96
| 2
| 3
| 0
| 71
| 0
|
75
| 129
| 3
| 70
| 22
| 0
| 0
| 96
| 44
| 6
| 6
| 23
| 3
| 13
| -7
| 1
| 1
| 47
| 11
| 3
| 2
| 0
| 71
| 0
|
88
| 228
| 16
| 70
| 22
| 0
| 0
| 100
| -7
| 7
| 8
| 22
| 0
| 41
| -7
| 0
| 0
| 0
| -8
| 1
| 2
| 0
| 38
| 0
|
88
| 242
| 14
| 101
| 64
| 0
| 0
| 100
| -7
| 7
| 8
| 69
| 0
| 23
| -7
| 0
| 0
| 2
| 15
| 2
| 3
| 0
| 26
| 0
|
67
| 123
| 8
| 53
| 17
| 0
| 0
| 94
| -8
| 6
| 6
| 18
| 2
| 39
| -7
| 1
| 1
| 53
| 39
| 6
| 3
| 2
| 82
| 1
|
59
| 153
| 18
| 89
| 31
| 2
| 0
| 79
| 0
| 4
| 5
| 38
| 0
| 24
| -7
| 0
| 0
| 61
| 23
| 9
| 2
| 2
| 79
| 1
|
76
| 134
| 11
| 67
| 28
| 0
| 0
| 100
| -7
| 7
| 8
| 28
| 1
| 21
| -7
| 0
| 0
| 62
| 14
| 3
| 2
| 1
| 83
| 1
|
67
| 158
| 2
| 47
| 28
| 0
| 0
| 100
| -7
| 6
| 7
| 29
| 2
| 45
| -7
| 1
| 1
| 42
| 69
| 7
| 5
| 5
| 67
| 1
|
65
| 146
| 7
| 58
| 29
| 1
| 1
| 97
| -8
| 6
| 6
| 33
| 1
| 39
| -7
| 5
| 5
| 7
| 88
| 1
| 2
| 0
| 33
| 1
|
65
| 188
| 6
| 112
| 14
| 0
| 0
| 87
| 2
| 4
| 6
| 15
| 1
| 53
| -7
| 0
| 0
| 91
| 78
| 2
| 2
| 1
| 100
| 1
|
78
| 225
| 25
| 114
| 31
| 0
| 0
| 100
| -7
| 7
| 8
| 33
| 0
| 30
| -7
| 1
| 1
| 56
| 21
| 7
| 3
| 2
| 73
| 1
|
60
| 60
| 13
| 27
| 6
| 0
| 0
| 88
| 2
| 4
| 6
| 8
| 0
| 63
| -7
| 4
| 4
| 60
| 92
| 1
| 3
| -8
| 80
| 1
|
86
| 202
| 9
| 68
| 21
| 0
| 0
| 100
| -7
| 7
| 8
| 21
| 1
| 29
| -7
| 0
| 0
| 0
| -8
| 0
| 2
| 0
| 25
| 0
|
83
| 54
| 8
| 24
| 5
| 0
| 0
| 100
| -7
| 7
| 8
| 6
| 2
| 50
| -7
| 0
| 0
| 5
| 39
| 1
| 2
| 0
| 100
| 0
|
84
| 184
| 32
| 97
| 25
| 0
| 0
| 96
| 45
| 6
| 6
| 25
| 0
| 32
| -7
| 0
| 0
| 0
| -8
| 0
| 1
| -8
| 33
| 1
|
69
| 73
| 4
| 34
| 9
| 1
| 1
| 100
| -7
| 6
| 8
| 9
| 2
| 44
| 9
| 0
| 0
| 32
| 84
| 3
| 3
| 1
| 86
| 0
|
72
| 195
| 28
| 90
| 22
| 0
| 0
| 100
| -7
| 7
| 8
| 22
| 0
| 14
| 8
| 0
| 0
| 48
| -8
| 9
| -8
| 4
| 69
| 1
|
65
| 193
| 1
| 59
| 6
| 2
| 2
| 100
| -7
| 6
| 8
| 7
| 1
| 0
| 1
| 4
| 3
| 75
| -8
| 2
| -8
| 1
| 50
| 1
|
86
| 205
| 5
| 98
| 30
| 0
| 0
| 100
| -7
| 7
| 8
| 31
| 3
| 10
| 8
| 0
| 0
| 5
| 3
| 3
| 2
| 0
| 40
| 0
|
68
| 210
| 3
| 68
| 25
| 0
| 0
| 100
| -7
| 7
| 8
| 26
| 3
| 31
| 3
| 2
| 2
| 65
| 97
| 8
| 2
| 5
| 67
| 1
|
90
| 230
| 9
| 84
| 26
| 0
| 0
| 100
| -7
| 7
| 8
| 28
| 2
| 57
| 9
| 0
| 0
| 1
| 85
| 1
| 3
| 0
| 44
| 0
|
83
| 256
| 28
| 100
| 31
| 0
| 0
| 100
| -7
| 7
| 8
| 34
| 0
| 26
| 21
| 0
| 0
| 14
| -8
| 3
| 2
| 1
| 56
| 1
|
68
| 214
| 3
| 78
| 8
| 1
| 0
| 89
| 9
| 3
| 5
| 9
| 2
| 22
| -8
| 0
| 0
| 43
| -8
| 3
| 1
| 1
| 67
| 0
|
89
| 222
| 12
| 136
| 20
| 0
| 0
| 100
| -7
| 7
| 8
| 22
| 0
| 36
| 20
| 0
| 0
| 0
| -8
| 0
| 1
| 0
| 17
| 0
|
62
| 98
| 4
| 60
| 24
| 0
| 0
| 84
| 3
| 4
| 6
| 25
| 1
| 32
| 7
| 0
| 0
| 75
| 96
| 3
| 2
| 1
| 56
| 1
|
63
| 173
| 11
| 89
| 36
| 0
| 0
| 97
| 49
| 6
| 6
| 36
| 1
| 3
| 0
| 1
| 1
| 86
| -8
| 13
| 1
| 11
| 78
| 1
|
80
| 250
| 5
| 92
| 40
| 0
| 0
| 100
| -7
| 7
| 8
| 42
| 3
| 17
| 0
| 2
| 2
| 19
| -8
| 7
| 1
| 1
| 45
| 1
|
80
| 220
| 28
| 79
| 25
| 0
| 0
| 100
| -7
| 7
| 8
| 29
| 0
| 41
| 16
| 0
| 0
| 51
| 49
| 4
| 5
| 1
| 69
| 0
|
87
| 220
| 22
| 143
| 28
| 0
| 0
| 100
| -7
| 7
| 8
| 30
| 0
| 27
| -8
| 0
| 0
| 13
| -8
| 4
| 1
| 0
| 71
| 0
|
-9
| 24
| 24
| 24
| 1
| 3
| 3
| 100
| -7
| 0
| 8
| 1
| 0
| 100
| 3
| 1
| 1
| -8
| -8
| -8
| -8
| -8
| -8
| 1
|
84
| 166
| 7
| 92
| 10
| 0
| 0
| 100
| -7
| 7
| 8
| 10
| 1
| 40
| 6
| 0
| 0
| 44
| 83
| 2
| 2
| 0
| 80
| 0
|
64
| 90
| 3
| 44
| 31
| 0
| 0
| 100
| -7
| 7
| 8
| 34
| 1
| 38
| 6
| 1
| 1
| 50
| 87
| 9
| 4
| 5
| 93
| 1
|
76
| 210
| 1
| 108
| 57
| 0
| 0
| 100
| -7
| 7
| 8
| 61
| 3
| 56
| 0
| 4
| 4
| 51
| 51
| 7
| 9
| 4
| 84
| 1
|
79
| 121
| 18
| 75
| 22
| 1
| 0
| 96
| 70
| 6
| 5
| 24
| 0
| 58
| 19
| 0
| 0
| 7
| 42
| 2
| 2
| 0
| 44
| 0
|
66
| 128
| 7
| 63
| 48
| 1
| 0
| 93
| 23
| 6
| 5
| 55
| 6
| 40
| 1
| 2
| 1
| 39
| 77
| 7
| 2
| 1
| 77
| 0
|
84
| 325
| 2
| 107
| 13
| 0
| 0
| 100
| -7
| 7
| 8
| 14
| 2
| 29
| 1
| 1
| 1
| 19
| 98
| 4
| 3
| 0
| 70
| 1
|
60
| 80
| 7
| 33
| 6
| 1
| 1
| 71
| 30
| 6
| 4
| 7
| 1
| 43
| 6
| 0
| 0
| 92
| -8
| 2
| 1
| -8
| 100
| 1
|
76
| 432
| 14
| 115
| 24
| 0
| 0
| 96
| 7
| 4
| 6
| 24
| 0
| 21
| 0
| 4
| 4
| 13
| -8
| 7
| 2
| 0
| 63
| 0
|
56
| 44
| 2
| 24
| 12
| 3
| 2
| 88
| 11
| 4
| 3
| 17
| 4
| 29
| 0
| 11
| 11
| 9
| 96
| 1
| 3
| 1
| 33
| 1
|
68
| 177
| 2
| 70
| 32
| 0
| 0
| 97
| 16
| 6
| 6
| 46
| 2
| 60
| 1
| 2
| 2
| 85
| -8
| 5
| 12
| 5
| 100
| 0
|
81
| 161
| 2
| 93
| 22
| 1
| 0
| 96
| 73
| 6
| 5
| 24
| 2
| 50
| 5
| 0
| 0
| 3
| -8
| 2
| 2
| 1
| 50
| 0
|
70
| 142
| 2
| 56
| 17
| 1
| 0
| 89
| 34
| 6
| 5
| 19
| 2
| 37
| 2
| 1
| 1
| 52
| 63
| 4
| 3
| 2
| 67
| 0
|
57
| 192
| 5
| 75
| 35
| 0
| 0
| 89
| 5
| 4
| 6
| 37
| 5
| 41
| 5
| 0
| 0
| 81
| 92
| 6
| 2
| 2
| 90
| 1
|
84
| 166
| 5
| 66
| 27
| 0
| 0
| 100
| -7
| 7
| 8
| 29
| 2
| 28
| 2
| 1
| 1
| 10
| 86
| 4
| 3
| 0
| 88
| 0
|
79
| 132
| 6
| 62
| 22
| 0
| 0
| 100
| -7
| 7
| 8
| 24
| 3
| 21
| -8
| 0
| 0
| 56
| -8
| 3
| -8
| 0
| 50
| 0
|
83
| 182
| 18
| 89
| 8
| 0
| 0
| 100
| -7
| 7
| 8
| 8
| 0
| 13
| 0
| 4
| 4
| 28
| -8
| 1
| -8
| 0
| 20
| 1
|
71
| 172
| 5
| 74
| 18
| 0
| 0
| 95
| 52
| 6
| 6
| 19
| 3
| 16
| 4
| 1
| 1
| 55
| 36
| 4
| 2
| 2
| 89
| 1
|
66
| 188
| 5
| 77
| 7
| 1
| 0
| 75
| 48
| 6
| 5
| 8
| 1
| 25
| 5
| 0
| 0
| 99
| -8
| 1
| -8
| -8
| 100
| 1
|
67
| 226
| 33
| 128
| 4
| 3
| 3
| 83
| 15
| 6
| 6
| 6
| 0
| 50
| 0
| 2
| 2
| 0
| -8
| 0
| 1
| -8
| 50
| 1
|
81
| 194
| 11
| 91
| 17
| 0
| 0
| 100
| -7
| 7
| 8
| 17
| 1
| 41
| 3
| 2
| 2
| 79
| 50
| 1
| 1
| 1
| 100
| 0
|
80
| 158
| 7
| 58
| 25
| 0
| 0
| 100
| -7
| 6
| 7
| 26
| 1
| 19
| 13
| 0
| 0
| 19
| 80
| 2
| 2
| 1
| 50
| 0
|
65
| 192
| 6
| 79
| 22
| 3
| 2
| 78
| 44
| 6
| 2
| 27
| 3
| 26
| 8
| 1
| 0
| 59
| 80
| 7
| 2
| 2
| 90
| 0
|
72
| 242
| 6
| 68
| 15
| 0
| 0
| 87
| 5
| 4
| 6
| 16
| 1
| 73
| 7
| 0
| 0
| 0
| 8
| 0
| 2
| 0
| 50
| 0
|
83
| 241
| 40
| 213
| 26
| 0
| 0
| 100
| -7
| 7
| 8
| 27
| 0
| 26
| 5
| 0
| 0
| 32
| -8
| 5
| 1
| 1
| 75
| 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
|
86
| 255
| 3
| 90
| 25
| 0
| 0
| 96
| 59
| 6
| 6
| 26
| 2
| 46
| 8
| 0
| 0
| 1
| 85
| 3
| 2
| 0
| 42
| 0
|
68
| 27
| 0
| 15
| 12
| 0
| 0
| 100
| -7
| 7
| 8
| 13
| 5
| 31
| 0
| 6
| 5
| 14
| 72
| 3
| 3
| 0
| 67
| 1
|
80
| 186
| 4
| 83
| 29
| 0
| 0
| 100
| -7
| 7
| 8
| 30
| 3
| 23
| 11
| 0
| 0
| 35
| -8
| 5
| 1
| 1
| 50
| 0
|
86
| 348
| 11
| 109
| 20
| 0
| 0
| 100
| -7
| 7
| 8
| 20
| 1
| 40
| 8
| 0
| 0
| 4
| 82
| 3
| 3
| 0
| 86
| 0
|
75
| 258
| 2
| 79
| 21
| 1
| 1
| 96
| 41
| 6
| 2
| 24
| 4
| 29
| 2
| 1
| 1
| 3
| 62
| 2
| 2
| 0
| 45
| 1
|
88
| 166
| 17
| 84
| 12
| 0
| 0
| 100
| -7
| 7
| 8
| 12
| 0
| 17
| 13
| 0
| 0
| 0
| -8
| 0
| 1
| 0
| 25
| 0
|
89
| 431
| 12
| 119
| 23
| 0
| 0
| 100
| -7
| 7
| 8
| 23
| 0
| 43
| 12
| 0
| 0
| 6
| 32
| 4
| 3
| 0
| 54
| 0
|
65
| 206
| 5
| 68
| 30
| 0
| 0
| 97
| 6
| 4
| 6
| 68
| 1
| 39
| 1
| 1
| 1
| 63
| 73
| 6
| 3
| 1
| 100
| 1
|
78
| 221
| 4
| 108
| 13
| 0
| 0
| 100
| -7
| 7
| 8
| 15
| 1
| 40
| 3
| 4
| 4
| 90
| -8
| 2
| 2
| 2
| 80
| 0
|
83
| 107
| 3
| 60
| 24
| 0
| 0
| 100
| -7
| 7
| 8
| 24
| 3
| 42
| 3
| 1
| 1
| 28
| 95
| 1
| 3
| 0
| 80
| 0
|
60
| 123
| 5
| 52
| 13
| 4
| 3
| 73
| 8
| 0
| 2
| 15
| 3
| 33
| 6
| 0
| 0
| 26
| -8
| 2
| 1
| 0
| 50
| 1
|
66
| 43
| 4
| 24
| 21
| 0
| 0
| 100
| -7
| 7
| 8
| 21
| 5
| 33
| 0
| 5
| 5
| 37
| 83
| 4
| 2
| 1
| 58
| 0
|
67
| 109
| 25
| 72
| 8
| 0
| 0
| 75
| 2
| 4
| 6
| 8
| 0
| 13
| 4
| 1
| 1
| 26
| -8
| 1
| 1
| 0
| 67
| 1
|
67
| 199
| 3
| 84
| 24
| 1
| 1
| 100
| -7
| 6
| 8
| 24
| 2
| 33
| 0
| 1
| 1
| 81
| 85
| 3
| 3
| 3
| 86
| 1
|
88
| 422
| 13
| 127
| 23
| 0
| 0
| 100
| -7
| 7
| 8
| 24
| 0
| 17
| 0
| 2
| 2
| 2
| -8
| 2
| 1
| 0
| 38
| 0
|
87
| 178
| 3
| 91
| 22
| 0
| 0
| 100
| -7
| 7
| 8
| 24
| 2
| 29
| 2
| 6
| 6
| 7
| 68
| 2
| 2
| 0
| 44
| 1
|
64
| 146
| 5
| 45
| 19
| 0
| 0
| 95
| -7
| 5
| 7
| 20
| 3
| 10
| 2
| 2
| 2
| 84
| -8
| 13
| 1
| 4
| 100
| 1
|
81
| 232
| 23
| 163
| 13
| 1
| 1
| 93
| 45
| 6
| 2
| 14
| 0
| 36
| 23
| 0
| 0
| 0
| -8
| 1
| 1
| 0
| 50
| 0
|
78
| 228
| 19
| 90
| 31
| 0
| 0
| 97
| 25
| 6
| 6
| 34
| 0
| 12
| -8
| 0
| 0
| 24
| -8
| 8
| 1
| 0
| 82
| 1
|
68
| 172
| 3
| 74
| 23
| 1
| 0
| 92
| 5
| 3
| 5
| 28
| 4
| 28
| 2
| 2
| 2
| 6
| 98
| 1
| 2
| 0
| 25
| 0
|
84
| 212
| 11
| 82
| 13
| 0
| 0
| 87
| 55
| 6
| 6
| 15
| 1
| 47
| 10
| 0
| 0
| 5
| -8
| 1
| 1
| 0
| 67
| 1
|
64
| 199
| 4
| 70
| 32
| 2
| 1
| 91
| 7
| 4
| 2
| 34
| 3
| 53
| 11
| 0
| 0
| 54
| 100
| 1
| 3
| 1
| 57
| 1
|
62
| 104
| 2
| 49
| 21
| 0
| 0
| 100
| -7
| 7
| 8
| 24
| 2
| 26
| 1
| 3
| 3
| 67
| 13
| 7
| 2
| 3
| 60
| 1
|
90
| 214
| 9
| 110
| 20
| 0
| 0
| 100
| -7
| 7
| 8
| 22
| 2
| 9
| -8
| 0
| 0
| 6
| -8
| 2
| -8
| 0
| 25
| 1
|
77
| 215
| 3
| 80
| 17
| 0
| 0
| 89
| 22
| 6
| 6
| 18
| 2
| 11
| 0
| 4
| 4
| 2
| -8
| 3
| 1
| 0
| 33
| 0
|
54
| 266
| 5
| 99
| 54
| 0
| 0
| 96
| 11
| 4
| 6
| 56
| 2
| 43
| 2
| 3
| 3
| 58
| 67
| 12
| 6
| 3
| 69
| 1
|
86
| 168
| 1
| 68
| 32
| 0
| 0
| 100
| -7
| 7
| 8
| 47
| 5
| 30
| 4
| 2
| 2
| 5
| -8
| 3
| 2
| 0
| 36
| 0
|
60
| 73
| 8
| 74
| 10
| 0
| 0
| 50
| 7
| 4
| 6
| 10
| 1
| 30
| 8
| 0
| 0
| 36
| -8
| 2
| -8
| 1
| 29
| 1
|
88
| 170
| 3
| 87
| 14
| 0
| 0
| 100
| -7
| 7
| 8
| 15
| 1
| 29
| 2
| 1
| 1
| 1
| 97
| 1
| 2
| 0
| 67
| 0
|
87
| 441
| 2
| 103
| 22
| 0
| 0
| 100
| -7
| 7
| 8
| 23
| 3
| 48
| 3
| 2
| 2
| 3
| 83
| 1
| 3
| 0
| 33
| 0
|
78
| 95
| 2
| 46
| 30
| 0
| 0
| 100
| -7
| 7
| 8
| 32
| 3
| 44
| 7
| 0
| 0
| 32
| 110
| 2
| 6
| 0
| 67
| 1
|
72
| 179
| 2
| 57
| 30
| 0
| 0
| 100
| -7
| 7
| 8
| 31
| 2
| 42
| 2
| 1
| 1
| 50
| 91
| 7
| 4
| 3
| 73
| 0
|
93
| 280
| 13
| 121
| 6
| 0
| 0
| 100
| -7
| 7
| 8
| 6
| 0
| 50
| 13
| 0
| 0
| 0
| -8
| 0
| 1
| 0
| 33
| 0
|
79
| 202
| 2
| 74
| 29
| 0
| 0
| 93
| 72
| 6
| 6
| 30
| 3
| 13
| 0
| 2
| 2
| 7
| 85
| 5
| 2
| 0
| 58
| 1
|
58
| 247
| 2
| 62
| 30
| 0
| 0
| 94
| 1
| 4
| 6
| 32
| 4
| 34
| 9
| 0
| 0
| 62
| 70
| 5
| 2
| 2
| 89
| 1
|
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