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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
89
| 257
| 10
| 153
| 27
| 0
| 0
| 100
| -7
| 7
| 8
| 28
| 1
| 29
| -7
| 2
| 2
| 1
| 57
| 4
| 1
| 0
| 38
| 0
|
86
| 172
| 14
| 126
| 20
| 0
| 0
| 100
| -7
| 7
| 8
| 21
| 0
| 43
| -7
| 0
| 0
| 30
| 66
| 1
| 2
| 0
| 75
| 0
|
65
| 177
| 17
| 96
| 6
| 0
| 0
| 43
| 5
| 4
| 6
| 7
| 0
| 57
| -7
| 1
| 1
| 31
| 76
| 1
| 2
| -8
| 100
| 1
|
65
| 115
| 8
| 55
| 7
| 2
| 2
| 78
| 67
| 5
| 2
| 9
| 1
| 56
| -7
| 0
| 0
| 78
| 77
| 2
| 1
| 1
| 75
| 1
|
59
| 80
| 3
| 40
| 12
| 1
| 1
| 85
| 2
| 4
| 3
| 13
| 2
| 69
| -7
| 2
| 2
| 46
| 74
| 2
| 4
| -8
| 100
| 1
|
63
| 149
| 13
| 49
| 17
| 1
| 1
| 100
| -7
| 7
| 8
| 17
| 0
| 6
| -7
| 2
| 2
| 58
| -8
| 7
| 1
| 3
| 57
| 1
|
59
| 255
| 14
| 147
| 16
| 1
| 1
| 89
| 1
| 4
| 2
| 19
| 0
| 42
| -7
| 1
| 1
| 59
| -8
| 2
| 2
| 0
| 100
| 1
|
63
| 79
| 10
| 30
| 10
| 0
| 0
| 100
| -7
| 7
| 8
| 10
| 1
| 30
| -7
| 0
| 0
| 88
| 70
| 4
| 2
| 2
| 100
| 1
|
78
| 191
| 51
| 120
| 8
| 1
| 0
| 50
| 10
| 4
| 5
| 12
| 0
| 25
| -7
| 1
| 1
| 0
| -8
| 1
| 1
| 0
| 50
| 1
|
72
| 212
| 2
| 57
| 16
| 0
| 0
| 100
| -7
| 7
| 8
| 17
| 2
| 35
| -7
| 0
| 0
| 69
| 52
| 5
| 3
| 4
| 67
| 0
|
61
| 128
| 11
| 60
| 11
| 4
| 3
| 73
| 42
| 6
| 2
| 15
| 1
| 60
| -7
| 3
| 3
| 47
| 91
| 1
| 5
| 0
| 86
| 1
|
71
| 124
| 6
| 64
| 25
| 0
| 0
| 96
| -7
| 5
| 7
| 27
| 2
| 19
| -7
| 1
| 1
| 49
| -8
| 5
| 1
| 1
| 50
| 0
|
82
| 225
| 9
| 86
| 41
| 0
| 0
| 98
| 32
| 6
| 6
| 45
| 1
| 38
| -7
| 0
| 0
| 19
| 76
| 2
| 3
| 0
| 78
| 0
|
63
| 75
| 11
| 50
| 31
| 1
| 0
| 97
| 17
| 6
| 5
| 32
| 1
| 22
| -7
| 2
| 2
| 18
| -8
| 9
| 1
| 1
| 69
| 1
|
62
| 194
| 13
| 96
| 19
| 2
| 2
| 80
| 6
| 4
| 2
| 20
| 0
| 30
| -7
| 3
| 0
| 92
| -8
| 8
| 1
| 4
| 91
| 1
|
77
| 191
| 8
| 97
| 11
| 0
| 0
| 86
| 45
| 6
| 6
| 14
| 1
| 50
| -7
| 0
| 0
| 43
| -8
| 2
| 1
| 0
| 100
| 0
|
62
| 171
| 5
| 92
| 52
| 1
| 0
| 90
| 4
| 3
| 5
| 58
| 2
| 47
| -7
| 0
| 0
| 28
| 32
| 7
| 7
| 0
| 78
| 1
|
72
| 73
| 11
| 36
| 7
| 0
| 0
| 100
| -7
| 7
| 8
| 7
| 1
| 57
| -7
| 1
| 1
| 45
| 63
| 1
| 3
| 1
| 80
| 1
|
60
| -8
| 8
| 88
| 55
| 0
| 0
| 95
| 10
| 4
| 6
| 59
| 3
| 34
| -7
| 1
| 1
| 54
| 59
| 6
| 4
| 3
| 61
| 0
|
85
| 168
| 9
| 72
| 41
| 0
| 0
| 100
| -7
| 6
| 7
| 44
| 1
| 41
| -7
| 2
| 2
| 3
| 56
| 3
| 2
| 0
| 42
| 0
|
82
| 212
| 22
| 115
| 14
| 0
| 0
| 100
| -7
| 7
| 8
| 15
| 0
| 33
| -7
| 0
| 0
| 45
| -8
| 4
| 2
| 0
| 75
| 0
|
84
| 200
| 4
| 103
| 27
| 0
| 0
| 100
| -7
| 7
| 8
| 29
| 1
| 21
| -7
| 3
| 3
| 7
| 92
| 2
| 2
| 1
| 55
| 0
|
75
| 312
| 5
| 78
| 26
| 1
| 1
| 100
| -7
| 7
| 8
| 26
| 4
| 31
| -7
| 4
| 4
| 10
| 36
| 3
| 2
| 0
| 56
| 1
|
67
| 74
| 2
| 35
| 12
| 0
| 0
| 92
| 10
| 4
| 6
| 13
| 3
| 31
| -7
| 7
| 7
| 23
| -8
| 5
| 1
| 0
| 75
| 0
|
56
| 120
| 5
| 54
| 31
| 1
| 1
| 97
| 7
| 4
| 6
| 36
| 2
| 54
| -7
| 1
| 1
| 65
| 67
| 7
| 4
| 2
| 69
| 1
|
62
| 42
| 2
| 23
| 12
| 0
| 0
| 86
| 12
| 5
| 6
| 14
| 3
| 21
| -7
| 3
| 3
| 43
| 81
| 7
| 2
| 0
| 90
| 1
|
57
| 246
| 3
| 78
| 16
| 2
| 2
| 94
| 9
| 4
| 6
| 24
| 2
| 31
| -7
| 0
| 0
| 85
| 39
| 6
| 2
| 3
| 89
| 1
|
70
| 148
| 2
| 79
| 18
| 0
| 0
| 90
| 26
| 6
| 6
| 21
| 1
| 38
| -7
| 3
| 2
| 38
| 100
| 2
| 2
| 2
| 63
| 1
|
59
| 15
| 4
| 9
| 8
| 0
| 0
| 100
| -7
| 7
| 8
| 8
| 6
| 25
| -7
| 1
| 1
| 66
| 83
| 2
| 2
| 2
| 63
| 1
|
71
| 183
| 7
| 62
| 6
| 1
| 1
| 86
| 73
| 6
| 3
| 7
| 2
| 29
| -7
| 2
| 2
| 73
| -8
| 4
| -8
| 2
| 100
| 1
|
65
| 249
| 13
| 134
| 8
| 10
| 9
| 57
| 6
| 4
| 2
| 14
| 0
| 57
| -7
| 2
| 2
| 0
| 88
| 0
| 1
| -8
| 67
| 1
|
62
| 134
| 1
| 68
| 43
| 1
| 1
| 98
| 2
| 1
| 3
| 48
| 5
| 19
| -7
| 0
| 0
| 17
| 66
| 3
| 2
| 1
| 29
| 1
|
70
| 62
| 1
| 31
| 24
| 0
| 0
| 100
| -7
| 7
| 8
| 28
| 6
| 29
| -7
| 12
| 12
| 34
| 88
| 3
| 8
| 1
| 85
| 1
|
83
| 108
| 11
| 58
| 19
| 0
| 0
| 90
| 12
| 6
| 6
| 20
| 1
| 5
| -7
| 0
| 0
| 0
| -8
| 2
| 1
| 0
| 50
| 1
|
84
| 169
| 14
| 81
| 20
| 0
| 0
| 100
| -7
| 7
| 8
| 20
| 0
| 35
| -7
| 1
| 1
| 17
| -8
| 1
| 4
| 0
| 56
| 0
|
78
| 134
| 15
| 44
| 7
| 0
| 0
| 100
| -7
| 7
| 8
| 7
| 0
| 57
| -7
| 0
| 0
| -8
| -8
| -8
| 1
| -8
| 100
| 0
|
75
| 31
| 8
| 15
| 5
| 0
| 0
| 100
| -7
| 7
| 8
| 5
| 3
| 20
| -7
| 1
| 1
| 12
| -8
| 3
| 1
| 0
| 100
| 1
|
69
| 140
| 4
| 60
| 21
| 0
| 0
| 100
| -7
| 7
| 8
| 22
| 5
| 55
| -7
| 3
| 3
| 70
| -8
| 6
| 1
| 1
| 88
| 1
|
75
| 197
| 7
| 55
| 14
| 0
| 0
| 100
| -7
| 7
| 8
| 14
| 1
| 36
| -7
| 0
| 0
| 70
| 45
| 3
| 2
| 1
| 100
| 0
|
85
| 336
| 11
| 124
| 17
| 0
| 0
| 100
| -7
| 7
| 8
| 17
| 1
| 35
| -7
| 0
| 0
| 1
| 87
| 2
| 2
| 0
| 44
| 0
|
70
| 214
| 21
| 148
| 16
| 7
| 7
| 88
| 15
| 0
| 6
| 17
| 0
| 35
| -7
| 0
| 0
| 28
| -8
| 4
| 1
| 0
| 63
| 1
|
73
| 164
| 17
| 87
| 20
| 1
| 0
| 91
| 23
| 6
| 5
| 22
| 0
| 50
| -7
| 2
| 2
| 35
| -8
| 2
| 1
| 0
| 43
| 0
|
86
| 236
| 2
| 71
| 25
| 0
| 0
| 100
| -7
| 7
| 8
| 30
| 3
| 33
| -7
| 1
| 1
| 12
| 88
| 4
| 2
| 0
| 60
| 0
|
57
| 291
| 4
| 103
| 9
| 4
| 2
| 43
| 1
| 0
| 2
| 14
| 1
| 14
| -7
| 6
| 6
| 43
| -8
| 3
| 1
| 1
| 67
| 1
|
86
| 193
| 8
| 73
| 25
| 0
| 0
| 100
| -7
| 7
| 8
| 25
| 3
| 32
| -7
| 1
| 1
| 3
| -8
| 3
| 1
| 0
| 50
| 0
|
77
| 170
| 10
| 84
| 25
| 0
| 0
| 100
| -7
| 7
| 8
| 26
| 1
| 12
| -7
| 2
| 2
| 58
| 46
| 3
| 1
| 2
| 50
| 0
|
77
| 267
| 1
| 89
| 33
| 0
| 0
| 94
| 45
| 6
| 6
| 35
| 4
| 29
| -7
| 0
| 0
| 4
| 47
| 7
| 2
| 1
| 50
| 0
|
86
| 140
| 2
| 67
| 53
| 0
| 0
| 100
| -7
| 7
| 8
| 55
| 3
| 16
| -7
| 4
| 3
| 5
| 57
| 2
| 2
| 0
| 29
| 1
|
69
| 66
| 8
| 32
| 14
| 1
| 1
| 93
| 9
| 0
| 2
| 15
| 4
| 53
| -7
| 0
| 0
| 9
| 86
| 2
| 3
| 1
| 78
| 1
|
88
| 238
| 5
| 71
| 16
| 0
| 0
| 100
| -7
| 7
| 8
| 20
| 2
| 45
| -7
| 3
| 3
| 7
| -8
| 3
| -8
| 0
| 50
| 0
|
65
| 250
| 3
| 70
| 25
| 2
| 1
| 96
| 22
| 6
| 5
| 26
| 2
| 35
| -7
| 4
| 4
| 45
| 53
| 7
| 3
| 0
| 83
| 1
|
67
| 194
| 2
| 75
| 24
| 0
| 0
| 100
| -7
| 7
| 8
| 27
| 1
| 41
| -7
| 1
| 1
| 87
| 100
| 9
| 2
| 6
| 85
| 1
|
63
| 137
| 5
| 70
| 10
| 4
| 4
| 92
| 6
| 0
| 2
| 13
| 1
| 75
| -7
| 1
| 1
| 68
| 90
| 1
| 3
| 0
| 100
| 1
|
58
| 22
| 2
| 8
| 4
| 0
| 0
| 100
| -7
| 7
| 8
| 6
| 5
| 50
| -7
| 2
| 2
| 101
| 76
| 1
| 3
| 1
| 100
| 1
|
74
| 181
| 1
| 65
| 61
| 0
| 0
| 100
| -7
| 6
| 7
| 65
| 5
| 35
| -7
| 0
| 0
| 12
| 80
| 9
| 6
| 2
| 58
| 1
|
89
| 184
| 9
| 126
| 20
| 0
| 0
| 100
| -7
| 7
| 8
| 22
| 1
| 18
| -7
| 2
| 2
| 7
| -8
| 2
| -8
| 0
| 33
| 0
|
73
| 103
| 20
| 70
| 6
| 0
| 0
| 71
| 48
| 6
| 6
| 7
| 0
| 29
| -7
| 0
| 0
| 34
| -8
| 1
| -8
| 0
| 100
| 0
|
65
| 35
| 10
| 19
| 6
| 0
| 0
| 100
| -7
| 7
| 8
| 6
| 2
| 17
| -7
| 3
| 3
| 76
| -8
| 5
| 1
| 2
| 100
| 1
|
58
| 136
| 16
| 63
| 23
| 0
| 0
| 83
| 9
| 4
| 6
| 24
| 0
| 54
| -7
| 0
| 0
| 75
| 84
| 3
| 2
| 2
| 83
| 1
|
82
| 235
| 24
| 123
| 30
| 0
| 0
| 100
| -7
| 6
| 7
| 32
| 0
| 38
| -7
| 0
| 0
| 36
| -8
| 3
| 1
| 0
| 100
| 0
|
57
| 129
| 29
| 74
| 12
| 17
| 16
| 30
| 6
| 1
| 3
| 30
| 0
| 73
| -7
| 0
| 0
| 26
| 47
| 2
| 9
| 0
| 92
| 1
|
82
| 165
| 3
| 61
| 50
| 0
| 0
| 100
| -7
| 7
| 8
| 51
| 4
| 47
| -7
| 3
| 2
| 18
| 62
| 3
| 9
| 0
| 75
| 0
|
75
| 234
| 6
| 104
| 31
| 0
| 0
| 97
| 18
| 6
| 6
| 34
| 3
| 18
| -7
| 2
| 2
| 44
| -8
| 4
| 1
| 3
| 50
| 1
|
72
| 111
| 6
| 79
| 9
| 2
| 2
| 92
| 23
| 5
| 2
| 24
| 1
| 67
| -7
| 0
| 0
| 39
| -8
| 4
| -8
| 2
| 83
| 1
|
61
| 254
| 14
| 112
| 13
| 0
| 0
| 94
| 7
| 4
| 6
| 16
| 0
| 44
| -7
| 4
| 3
| 63
| 77
| 5
| 5
| 3
| 91
| 1
|
73
| 136
| 18
| 63
| 36
| 0
| 0
| 100
| -7
| 7
| 8
| 36
| 0
| 19
| -7
| 0
| 0
| 38
| -8
| 14
| 1
| 3
| 79
| 1
|
87
| 195
| 70
| 207
| 20
| 0
| 0
| 100
| -7
| 7
| 8
| 21
| 0
| 29
| -7
| 0
| 0
| 11
| -8
| 2
| -8
| 0
| 50
| 0
|
71
| 167
| 31
| 84
| 21
| 0
| 0
| 96
| 37
| 6
| 6
| 23
| 0
| 13
| -7
| 0
| 0
| 55
| -8
| 5
| 1
| 3
| 60
| 0
|
74
| 225
| 5
| 95
| 32
| 0
| 0
| 94
| 19
| 6
| 6
| 32
| 2
| 56
| -7
| 1
| 1
| 41
| 90
| 6
| 5
| 0
| 92
| 0
|
69
| 198
| 3
| 111
| 21
| 1
| 1
| 100
| -7
| 0
| 8
| 23
| 3
| 26
| -7
| 1
| 1
| 5
| -8
| 2
| 2
| 0
| 57
| 1
|
56
| 34
| 15
| 27
| 2
| 2
| 2
| 67
| 38
| 6
| 2
| 3
| 0
| 100
| -7
| 0
| 0
| -8
| 47
| -8
| 2
| -8
| 100
| 1
|
56
| 53
| 18
| 114
| 3
| 1
| 1
| 75
| 0
| 0
| 2
| 4
| 0
| 0
| -7
| 0
| 0
| 101
| -8
| 4
| -8
| 2
| 100
| 1
|
73
| 251
| 3
| 105
| 33
| 0
| 0
| 85
| 26
| 6
| 6
| 33
| 3
| 24
| -7
| 0
| 0
| 22
| -8
| 7
| 1
| 0
| 53
| 1
|
70
| 88
| 7
| 42
| 14
| 1
| 1
| 93
| 25
| 6
| 2
| 16
| 2
| 67
| -7
| 2
| 2
| 38
| 63
| 2
| 5
| -8
| 88
| 1
|
55
| 47
| 7
| 23
| 13
| 0
| 0
| 77
| 7
| 4
| 6
| 13
| 2
| 62
| -7
| 0
| 0
| 93
| 91
| 2
| 3
| 2
| 75
| 1
|
85
| 140
| 6
| 84
| 14
| 0
| 0
| 100
| -7
| 7
| 8
| 14
| 1
| 29
| -7
| 0
| 0
| 6
| 62
| 2
| 2
| 0
| 57
| 0
|
80
| 93
| 5
| 45
| 6
| 0
| 0
| 100
| -7
| 7
| 8
| 6
| 2
| 50
| -7
| 9
| 7
| 7
| 83
| 1
| 1
| 0
| 67
| 1
|
87
| 205
| 20
| 102
| 14
| 0
| 0
| 100
| -7
| 7
| 8
| 18
| 0
| 56
| -7
| 0
| 0
| 5
| 74
| 2
| 2
| 0
| 67
| 0
|
89
| 235
| 9
| 94
| 22
| 0
| 0
| 100
| -7
| 7
| 8
| 25
| 1
| 16
| -7
| 0
| 0
| 8
| -8
| 3
| -8
| 0
| 43
| 0
|
80
| 248
| 9
| 141
| 27
| 0
| 0
| 100
| -7
| 7
| 8
| 30
| 1
| 30
| -7
| 1
| 1
| 23
| 91
| 2
| 3
| 1
| 56
| 0
|
83
| 92
| 2
| 41
| 18
| 0
| 0
| 100
| -7
| 7
| 8
| 19
| 7
| 32
| -7
| 0
| 0
| 13
| 92
| 7
| 2
| 0
| 69
| 1
|
71
| 96
| 32
| 60
| 9
| 1
| 1
| 100
| -7
| 6
| 7
| 9
| 0
| 11
| -7
| 0
| 0
| 48
| -8
| 2
| -8
| 0
| 100
| 0
|
58
| 74
| 9
| 28
| 14
| 0
| 0
| 93
| 6
| 4
| 6
| 15
| 1
| 67
| -7
| 3
| 3
| 88
| 44
| 2
| 5
| 2
| 78
| 1
|
72
| 117
| 1
| 49
| 9
| 0
| 0
| 100
| -7
| 7
| 8
| 11
| 4
| 27
| -7
| 0
| 0
| 55
| -8
| 5
| 1
| 2
| 86
| 0
|
89
| 261
| 11
| 105
| 60
| 0
| 0
| 100
| -7
| 7
| 8
| 64
| 1
| 27
| -7
| 0
| 0
| 0
| -8
| 3
| 3
| 0
| 21
| 0
|
63
| 193
| 3
| 66
| 24
| 0
| 0
| 83
| 7
| 4
| 6
| 24
| 2
| 8
| -7
| 0
| 0
| 70
| 100
| 5
| 1
| 2
| 78
| 0
|
88
| 161
| 38
| 66
| 11
| 0
| 0
| 100
| -7
| 7
| 8
| 12
| 0
| 25
| -7
| 0
| 0
| 7
| -8
| 1
| -8
| 0
| 33
| 0
|
69
| 77
| 3
| 44
| 18
| 3
| 1
| 85
| 25
| 6
| 5
| 21
| 3
| 10
| -7
| 1
| 1
| 1
| 97
| 3
| 1
| 0
| 33
| 0
|
65
| 190
| 12
| 73
| 19
| 2
| 1
| 91
| 34
| 6
| 3
| 22
| 0
| 59
| -7
| 1
| 1
| 92
| 85
| 4
| 4
| 3
| 89
| 1
|
79
| 255
| 14
| 99
| 29
| 0
| 0
| 97
| -8
| 6
| 6
| 33
| 0
| 67
| -7
| 0
| 0
| 70
| 60
| 2
| 3
| 0
| 71
| 1
|
76
| 333
| 8
| 145
| 15
| 1
| 1
| 94
| 70
| 6
| 4
| 16
| 2
| 19
| -7
| 4
| 4
| 32
| -8
| 2
| -8
| 0
| 50
| 0
|
72
| 194
| 2
| 100
| 43
| 0
| 0
| 100
| -7
| 7
| 8
| 48
| 1
| 29
| -7
| 0
| 0
| 34
| 61
| 8
| 3
| 3
| 72
| 0
|
72
| 156
| 12
| 48
| 10
| 0
| 0
| 90
| 79
| 6
| 6
| 10
| 0
| 30
| -7
| 2
| 2
| 41
| 65
| 4
| 1
| 0
| 86
| 0
|
62
| 437
| 10
| 154
| 15
| 1
| 0
| 67
| 4
| 4
| 5
| 18
| 1
| 11
| -7
| 1
| 1
| 27
| -8
| 7
| 1
| 1
| 69
| 0
|
72
| 174
| 4
| 96
| 8
| 1
| 1
| 70
| 53
| 6
| 4
| 10
| 1
| 50
| -7
| 2
| 2
| 33
| -8
| 2
| 1
| 0
| 75
| 0
|
76
| 152
| 2
| 65
| 26
| 0
| 0
| 97
| -7
| 5
| 7
| 29
| 4
| 34
| -7
| 4
| 4
| 25
| 56
| 6
| 5
| 0
| 81
| 1
|
61
| 143
| 4
| 103
| 2
| 2
| 2
| 25
| 35
| 6
| 2
| 4
| 1
| 50
| -7
| 2
| 2
| -8
| -8
| -8
| 1
| -8
| 100
| 1
|
72
| 164
| 2
| 67
| 38
| 0
| 0
| 100
| -7
| 7
| 8
| 42
| 8
| 19
| -7
| 1
| 1
| 55
| -8
| 7
| -8
| 3
| 67
| 1
|
85
| 192
| 2
| 86
| 25
| 0
| 0
| 100
| -7
| 7
| 8
| 29
| 2
| 41
| -7
| 1
| 1
| 28
| 68
| 2
| 3
| 0
| 63
| 0
|
74
| 193
| 1
| 91
| 19
| 0
| 0
| 100
| -7
| 7
| 8
| 22
| 2
| 18
| -7
| 1
| 1
| 90
| 79
| 6
| 2
| 4
| 73
| 1
|
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