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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
65
| 102
| 69
| 86
| 6
| 3
| 3
| 33
| 3
| 0
| 2
| 9
| 0
| 0
| 13
| 0
| 0
| 8
| -8
| 1
| -8
| 0
| 33
| 0
|
79
| 165
| 2
| 100
| 31
| 2
| 1
| 95
| 72
| 6
| 3
| 37
| 3
| 73
| 7
| 0
| 0
| 11
| -8
| 2
| 1
| 0
| 60
| 0
|
62
| 80
| 3
| 31
| 7
| 2
| 1
| 78
| 59
| 6
| 2
| 9
| 3
| 22
| 0
| 3
| 3
| 25
| 80
| 4
| 2
| 0
| 86
| 0
|
89
| 171
| 50
| 84
| 7
| 0
| 0
| 100
| -7
| 7
| 8
| 7
| 0
| 57
| 1
| 1
| 1
| 8
| -8
| 1
| 1
| 0
| 100
| 0
|
83
| 139
| 22
| 72
| 18
| 0
| 0
| 100
| -7
| 7
| 8
| 16
| 0
| 22
| -8
| 0
| 0
| 20
| 82
| 1
| 2
| 0
| 43
| 0
|
64
| 199
| 23
| 69
| 18
| 1
| 1
| 89
| 18
| 5
| 6
| 20
| 0
| 20
| 0
| 2
| 2
| 51
| 0
| 7
| 3
| 2
| 67
| 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
|
79
| 202
| 2
| 59
| 24
| 0
| 0
| 100
| -7
| 7
| 8
| 25
| 4
| 48
| -8
| 0
| 0
| 8
| 52
| 2
| 3
| 0
| 46
| 0
|
67
| 153
| 1
| 44
| 22
| 0
| 0
| 100
| -7
| 7
| 8
| 24
| 5
| 33
| 0
| 3
| 2
| 26
| 20
| 11
| 2
| 1
| 87
| 1
|
61
| 121
| 2
| 41
| 39
| 0
| 0
| 98
| 37
| 6
| 6
| 41
| 6
| 41
| 2
| 4
| 4
| 38
| 96
| 7
| 2
| 1
| 47
| 0
|
66
| 113
| 2
| 65
| 21
| 1
| 0
| 96
| 31
| 6
| 5
| 23
| 2
| 35
| 6
| 0
| 0
| 66
| 96
| 6
| 5
| 3
| 86
| 1
|
72
| 120
| 5
| 46
| 38
| 0
| 0
| 100
| -7
| 7
| 8
| 38
| 5
| 24
| 0
| 2
| 2
| 59
| 78
| 5
| 4
| 4
| 56
| 0
|
74
| 97
| 7
| 55
| 15
| 0
| 0
| 87
| 9
| 4
| 6
| 15
| 1
| 67
| 0
| 1
| 1
| 0
| 0
| 1
| 2
| 1
| 75
| 1
|
80
| 61
| 8
| 37
| 8
| 0
| 0
| 100
| -7
| 7
| 8
| 8
| 1
| 13
| 1
| 2
| 2
| 0
| -8
| 1
| -8
| 0
| 50
| 1
|
79
| 138
| 138
| 138
| 1
| 0
| 0
| 100
| -7
| 7
| 8
| 1
| 0
| 100
| -8
| 0
| 0
| -8
| -8
| -8
| 1
| -8
| 100
| 1
|
85
| 186
| 7
| 72
| 6
| 0
| 0
| 100
| -7
| 7
| 8
| 6
| 1
| 33
| 0
| 3
| 3
| 17
| 46
| 1
| 2
| 0
| 75
| 1
|
72
| 113
| 13
| 62
| 37
| 0
| 0
| 100
| -7
| 7
| 8
| 37
| 0
| 24
| 1
| 2
| 2
| 46
| 78
| 10
| 5
| 4
| 71
| 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
|
82
| 92
| 6
| 49
| 12
| 0
| 0
| 100
| -7
| 7
| 8
| 12
| 1
| 17
| 5
| 0
| 0
| 6
| -8
| 6
| 1
| 0
| 64
| 0
|
86
| 194
| 13
| 73
| 8
| 0
| 0
| 100
| -7
| 7
| 8
| 8
| 0
| 75
| -8
| 0
| 0
| 6
| 14
| 2
| 2
| 0
| 100
| 0
|
76
| 104
| 4
| 39
| 22
| 0
| 0
| 100
| -7
| 7
| 8
| 23
| 4
| 23
| 4
| 2
| 2
| 8
| -8
| 5
| 2
| 0
| 50
| 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
|
63
| 114
| 4
| 66
| 13
| 2
| 2
| 76
| 10
| 3
| 2
| 17
| 1
| 47
| 0
| 2
| 2
| 0
| 90
| 0
| 2
| -8
| 50
| 1
|
77
| 263
| 1
| 92
| 28
| 0
| 0
| 97
| -8
| 6
| 6
| 30
| 3
| 20
| 1
| 2
| 2
| 21
| -8
| 5
| 1
| 1
| 60
| 1
|
69
| 335
| 6
| 90
| 35
| 0
| 0
| 97
| 3
| 4
| 6
| 36
| 1
| 43
| 0
| 4
| 4
| 10
| 32
| 5
| 7
| 0
| 60
| 0
|
65
| 182
| 11
| 53
| 12
| 1
| 1
| 100
| -7
| 6
| 8
| 12
| 1
| 8
| 2
| 2
| 2
| 46
| -8
| 5
| 1
| 2
| 86
| 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
|
64
| 130
| 1
| 33
| 13
| 0
| 0
| 100
| -7
| 7
| 8
| 14
| 6
| 0
| 4
| 1
| 1
| 64
| -8
| 7
| -8
| 3
| 78
| 0
|
75
| 193
| 3
| 73
| 53
| 0
| 0
| 100
| -7
| 7
| 8
| 58
| 5
| 17
| 0
| 3
| 3
| 5
| -8
| 9
| 2
| 0
| 42
| 0
|
80
| 112
| 1
| 57
| 24
| 0
| 0
| 100
| -7
| 7
| 8
| 25
| 4
| 16
| 13
| 0
| 0
| 11
| 95
| 3
| 2
| 0
| 31
| 0
|
73
| 178
| 4
| 73
| 14
| 0
| 0
| 100
| -7
| 7
| 8
| 14
| 2
| 50
| 15
| 0
| 0
| 74
| 93
| 6
| 2
| 1
| 100
| 0
|
77
| 149
| 3
| 69
| 18
| 0
| 0
| 94
| 7
| 4
| 6
| 18
| 2
| 72
| 10
| 0
| 0
| 13
| 82
| 1
| 4
| 0
| 71
| 0
|
89
| 327
| 25
| 167
| 7
| 0
| 0
| 100
| -7
| 7
| 8
| 8
| 0
| 14
| 0
| 2
| 2
| 0
| -8
| 1
| -8
| 0
| 33
| 1
|
64
| 113
| 17
| 85
| 8
| 0
| 0
| 50
| 1
| 4
| 6
| 8
| 0
| 38
| 1
| 2
| 2
| 46
| -8
| 2
| 1
| 1
| 60
| 1
|
65
| 140
| 9
| 67
| 17
| 2
| 0
| 87
| 44
| 6
| 5
| 23
| 1
| 30
| 6
| 0
| 0
| 84
| 88
| 4
| 4
| 3
| 89
| 1
|
57
| 304
| 16
| 79
| 11
| 0
| 0
| 73
| 2
| 4
| 6
| 11
| 0
| 36
| 0
| 2
| 1
| 85
| 36
| 5
| 3
| 1
| 100
| 1
|
65
| 80
| 11
| 53
| 12
| 1
| 1
| 85
| 21
| 6
| 2
| 14
| 1
| 38
| 13
| 0
| 0
| 0
| 85
| 0
| 2
| -8
| 67
| 1
|
62
| 206
| 4
| 64
| 18
| 0
| 0
| 78
| 34
| 6
| 6
| 18
| 3
| 67
| 0
| 4
| 4
| 73
| 57
| 4
| 1
| 1
| 100
| 1
|
88
| 227
| 5
| 91
| 13
| 0
| 0
| 100
| -7
| 7
| 8
| 13
| 1
| 15
| 4
| 1
| 1
| 1
| -8
| 1
| -8
| 0
| 25
| 0
|
72
| 348
| 4
| 100
| 28
| 0
| 0
| 93
| 27
| 6
| 6
| 28
| 1
| 21
| 3
| 1
| 1
| 40
| -8
| 14
| 1
| 1
| 100
| 0
|
80
| 220
| 5
| 86
| 28
| 0
| 0
| 93
| 16
| 6
| 6
| 28
| 2
| 50
| 11
| 0
| 0
| 2
| 99
| 3
| 3
| -8
| 100
| 0
|
53
| 320
| 27
| 122
| 14
| 2
| 0
| 61
| 8
| 4
| 5
| 18
| 0
| 11
| 2
| 1
| 1
| 64
| -8
| 8
| 1
| 3
| 77
| 1
|
84
| 292
| 9
| 75
| 22
| 0
| 0
| 100
| -7
| 7
| 8
| 24
| 2
| 13
| 22
| 0
| 0
| 16
| 71
| 5
| 2
| 0
| 58
| 0
|
86
| 176
| 7
| 75
| 19
| 0
| 0
| 100
| -7
| 7
| 8
| 19
| 1
| 26
| 24
| 0
| 0
| 11
| 58
| 2
| 1
| 0
| 60
| 0
|
81
| 75
| 29
| 52
| 12
| 1
| 0
| 92
| 51
| 6
| 5
| 13
| 0
| 31
| 15
| 0
| 0
| 8
| -8
| 2
| 1
| 0
| 38
| 0
|
83
| 282
| 1
| 92
| 37
| 0
| 0
| 100
| -7
| 7
| 8
| 38
| 2
| 11
| 1
| 1
| 1
| 1
| 67
| 10
| 1
| 0
| 44
| 0
|
79
| 140
| 5
| 66
| 13
| 0
| 0
| 100
| -7
| 7
| 8
| 13
| 1
| 23
| 18
| 0
| 0
| 37
| 92
| 1
| 2
| 1
| 80
| 0
|
69
| 241
| 4
| 82
| 48
| 0
| 0
| 100
| -7
| 7
| 8
| 48
| 2
| 10
| 0
| 2
| 2
| 34
| 45
| 8
| 2
| 4
| 48
| 0
|
61
| 140
| 2
| 74
| 27
| 3
| 2
| 89
| 4
| 4
| 2
| 37
| 4
| 59
| 0
| 1
| 1
| 30
| 67
| 4
| 6
| 2
| 100
| 1
|
69
| 175
| 5
| 58
| 20
| 0
| 0
| 85
| 19
| 6
| 6
| 20
| 3
| 25
| 5
| 1
| 1
| 10
| 73
| 4
| 3
| 0
| 64
| 1
|
91
| 180
| 24
| 112
| 6
| 0
| 0
| 100
| -7
| 7
| 8
| 7
| 0
| 50
| -8
| 0
| 0
| 2
| -8
| 1
| 1
| 0
| 67
| 0
|
75
| 156
| 33
| 93
| 14
| 0
| 0
| 93
| 11
| 4
| 6
| 14
| 0
| 29
| 12
| 0
| 0
| 16
| -8
| 4
| 1
| 0
| 71
| 0
|
60
| 172
| 5
| 59
| 9
| 1
| 1
| 62
| 2
| 4
| 4
| 13
| 1
| 69
| 4
| 1
| 1
| 13
| 64
| 2
| 3
| 0
| 83
| 1
|
79
| 142
| 2
| 70
| 30
| 0
| 0
| 100
| -7
| 7
| 8
| 32
| 2
| 39
| 2
| 1
| 1
| 6
| 84
| 2
| 10
| 0
| 60
| 0
|
61
| 111
| 5
| 38
| 14
| 0
| 0
| 100
| -7
| 7
| 8
| 14
| 4
| 29
| 0
| 4
| 4
| 94
| 32
| 8
| 1
| 5
| 90
| 0
|
61
| 217
| 8
| 87
| 13
| 0
| 0
| 73
| 5
| 4
| 6
| 15
| 1
| 33
| 7
| 0
| 0
| 59
| -8
| 6
| 2
| 0
| 100
| 1
|
82
| 203
| 3
| 81
| 22
| 0
| 0
| 100
| -7
| 7
| 8
| 22
| 2
| 18
| 9
| 0
| 0
| 0
| 10
| 2
| 1
| 0
| 25
| 0
|
58
| 69
| 5
| 35
| 25
| 0
| 0
| 100
| -7
| 7
| 8
| 25
| 5
| 8
| 0
| 4
| 4
| 63
| 64
| 17
| 2
| 6
| 90
| 1
|
76
| 107
| 2
| 54
| 10
| 0
| 0
| 82
| 11
| 4
| 6
| 11
| 1
| 27
| 0
| 3
| 3
| 12
| 3
| 3
| 2
| 0
| 71
| 0
|
75
| 206
| 8
| 92
| 37
| 0
| 0
| 100
| -7
| 7
| 8
| 38
| 2
| 29
| 7
| 2
| 0
| 32
| 89
| 3
| 4
| 1
| 53
| 1
|
84
| 241
| 16
| 95
| 21
| 0
| 0
| 95
| 27
| 6
| 6
| 21
| 0
| 24
| 2
| 2
| 2
| 9
| -8
| 3
| 1
| 0
| 50
| 0
|
72
| 111
| 111
| 111
| 1
| 1
| 0
| 0
| 19
| 6
| 5
| 2
| 0
| 0
| -8
| 0
| 0
| -8
| -8
| -8
| -8
| -8
| 100
| 0
|
89
| 385
| 6
| 94
| 15
| 0
| 0
| 100
| -7
| 7
| 8
| 16
| 1
| 44
| 4
| 1
| 1
| 7
| -8
| 2
| 1
| 0
| 100
| 0
|
64
| 120
| 8
| 38
| 8
| 0
| 0
| 100
| -7
| 7
| 8
| 8
| 1
| 38
| 10
| 0
| 0
| 93
| 67
| 4
| 3
| 4
| 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
| 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
|
89
| 328
| 17
| 132
| 34
| 0
| 0
| 97
| 41
| 6
| 6
| 35
| 0
| 14
| -8
| 0
| 0
| 1
| -8
| 3
| 2
| 0
| 31
| 0
|
85
| 324
| 20
| 143
| 21
| 0
| 0
| 100
| -7
| 7
| 8
| 21
| 0
| 33
| -8
| 0
| 0
| 10
| -8
| 4
| 1
| 0
| 70
| 0
|
72
| 209
| 5
| 97
| 24
| 0
| 0
| 96
| 40
| 6
| 6
| 24
| 2
| 21
| 5
| 0
| 0
| 38
| -8
| 7
| 1
| 0
| 67
| 0
|
72
| 210
| 7
| 76
| 25
| 0
| 0
| 92
| 23
| 6
| 6
| 25
| 3
| 40
| 0
| 3
| 3
| 25
| 79
| 3
| 3
| 1
| 50
| 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
|
70
| 167
| 15
| 80
| 2
| 2
| 0
| 50
| 22
| 6
| 5
| 4
| 0
| 25
| 2
| 1
| 1
| 0
| -8
| 0
| 1
| 0
| 50
| 1
|
80
| 126
| 8
| 52
| 18
| 0
| 0
| 100
| -7
| 7
| 8
| 19
| 4
| 16
| 0
| 1
| 1
| 2
| 74
| 2
| 2
| 0
| 67
| 0
|
73
| 72
| 4
| 18
| 11
| 0
| 0
| 100
| -7
| 7
| 8
| 11
| 6
| 36
| 4
| 1
| 1
| 18
| 99
| 4
| 2
| 0
| 75
| 0
|
80
| 268
| 9
| 113
| 42
| 0
| 0
| 100
| -7
| 7
| 8
| 42
| 1
| 19
| 12
| 0
| 0
| 12
| -8
| 6
| 1
| 1
| 42
| 0
|
55
| 62
| 3
| 32
| 16
| 0
| 0
| 88
| 2
| 4
| 6
| 16
| 2
| 44
| 0
| 7
| 7
| 46
| 67
| 5
| 3
| 1
| 100
| 1
|
68
| 460
| 2
| 162
| 28
| 2
| 1
| 90
| 40
| 0
| 5
| 31
| 2
| 27
| 2
| 1
| 1
| 25
| 75
| 6
| 4
| 0
| 61
| 1
|
77
| 197
| 4
| 74
| 26
| 0
| 0
| 97
| 24
| 6
| 6
| 29
| 4
| 28
| 0
| 1
| 1
| 36
| 91
| 3
| 2
| 1
| 71
| 0
|
89
| 199
| 11
| 81
| 15
| 0
| 0
| 100
| -7
| 7
| 8
| 15
| 2
| 40
| -8
| 0
| 0
| 6
| -8
| 3
| 1
| 0
| 57
| 0
|
90
| 351
| 4
| 110
| 34
| 0
| 0
| 100
| -7
| 7
| 8
| 36
| 3
| 44
| 4
| 1
| 1
| 2
| 77
| 1
| 8
| 0
| 53
| 0
|
67
| 103
| 1
| 39
| 23
| 1
| 0
| 96
| 1
| 3
| 5
| 26
| 5
| 32
| 4
| 2
| 2
| 7
| 64
| 3
| 3
| 0
| 43
| 0
|
62
| 123
| 4
| 51
| 13
| 2
| 0
| 80
| 10
| 3
| 5
| 16
| 2
| 40
| 7
| 0
| 0
| 97
| 93
| 2
| 4
| 2
| 100
| 1
|
55
| 259
| 2
| 76
| 21
| 1
| 0
| 71
| 1
| 3
| 5
| 25
| 1
| 21
| -8
| 0
| 0
| 23
| 25
| 9
| 3
| 0
| 80
| 1
|
67
| 91
| 3
| 45
| 23
| 1
| 1
| 88
| 41
| 5
| 3
| 24
| 4
| 75
| 0
| 2
| 2
| 20
| 62
| 2
| 4
| 0
| 100
| 0
|
62
| 489
| 6
| 147
| 17
| 0
| 0
| 67
| 10
| 4
| 6
| 21
| 1
| 19
| 0
| 3
| 3
| 46
| -8
| 6
| 1
| 2
| 62
| 1
|
85
| 251
| 3
| 66
| 56
| 0
| 0
| 100
| -7
| 7
| 8
| 61
| 4
| 26
| 0
| 4
| 4
| 1
| -8
| 7
| 1
| 0
| 36
| 0
|
76
| 147
| 1
| 68
| 30
| 0
| 0
| 94
| 26
| 6
| 6
| 35
| 3
| 49
| 0
| 4
| 4
| 0
| 10
| 0
| 2
| -8
| 50
| 0
|
71
| 132
| 2
| 53
| 10
| 1
| 0
| 85
| 23
| 6
| 5
| 13
| 2
| 46
| 0
| 1
| 1
| 36
| 85
| 4
| 2
| 1
| 100
| 1
|
84
| 346
| 9
| 102
| 19
| 0
| 0
| 100
| -7
| 7
| 8
| 19
| 1
| 37
| 0
| 2
| 2
| 5
| 31
| 2
| 3
| 0
| 56
| 0
|
75
| 81
| 2
| 49
| 11
| 0
| 0
| 100
| -7
| 7
| 8
| 12
| 1
| 58
| 0
| 1
| 1
| 63
| 99
| 4
| 2
| 1
| 100
| 1
|
84
| 162
| 14
| 79
| 21
| 0
| 0
| 100
| -7
| 7
| 8
| 22
| 0
| 68
| 0
| 1
| 1
| 16
| 74
| 1
| 2
| 0
| 75
| 0
|
65
| 26
| 2
| 10
| 6
| 1
| 1
| 100
| -7
| 6
| 8
| 7
| 5
| 14
| 0
| 1
| 1
| 25
| -8
| 4
| 1
| 0
| 83
| 1
|
85
| 285
| 5
| 88
| 28
| 0
| 0
| 100
| -7
| 7
| 8
| 28
| 1
| 7
| 0
| 1
| 1
| 0
| -8
| 0
| 1
| 0
| 7
| 0
|
79
| 102
| 8
| 45
| 21
| 0
| 0
| 100
| -7
| 7
| 8
| 21
| 1
| 43
| 0
| 0
| 0
| 26
| -8
| 1
| 2
| 0
| 43
| 0
|
60
| 99
| 3
| 48
| 33
| 0
| 0
| 97
| 7
| 4
| 6
| 34
| 6
| 94
| 0
| 1
| 0
| 100
| 95
| 1
| 5
| -8
| 100
| 1
|
63
| 96
| 13
| 72
| 24
| 0
| 0
| 92
| 10
| 4
| 6
| 24
| 0
| 25
| 0
| 4
| 4
| 58
| 69
| 7
| 2
| 1
| 82
| 1
|
70
| 167
| 2
| 61
| 19
| 0
| 0
| 70
| 11
| 4
| 6
| 20
| 2
| 35
| 0
| 1
| 1
| 4
| 76
| 3
| 3
| 0
| 70
| 1
|
79
| 150
| 5
| 43
| 25
| 0
| 0
| 100
| -7
| 7
| 8
| 25
| 5
| 60
| 0
| 0
| 0
| 18
| 90
| 2
| 5
| 0
| 47
| 0
|
75
| 413
| 9
| 112
| 33
| 0
| 0
| 100
| -7
| 7
| 8
| 33
| 1
| 30
| 0
| 0
| 0
| 59
| 49
| 5
| 2
| 1
| 80
| 0
|
61
| 206
| 5
| 89
| 30
| 0
| 0
| 90
| 34
| 6
| 6
| 30
| 2
| 20
| 0
| 1
| 1
| 61
| 28
| 10
| 2
| 5
| 72
| 1
|
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