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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
55
| 144
| 4
| 84
| 20
| 3
| 0
| 83
| 2
| 3
| 5
| 23
| 1
| 43
| 0
| 0
| 0
| 33
| -8
| 8
| 1
| 1
| 69
| 1
|
61
| 58
| 15
| 41
| 2
| 4
| 4
| 100
| -7
| 0
| 8
| 7
| 0
| 67
| 0
| 0
| 0
| 0
| -8
| 0
| -8
| -8
| 0
| 1
|
67
| 66
| 5
| 24
| 9
| 0
| 0
| 100
| -7
| 7
| 8
| 9
| 4
| 44
| 0
| 4
| 4
| 53
| 66
| 4
| 2
| 1
| 86
| 1
|
66
| 169
| 1
| 73
| 28
| 1
| 1
| 93
| 76
| 6
| 6
| 30
| 3
| 57
| 0
| 5
| 4
| 72
| 83
| 6
| 4
| 3
| 91
| 1
|
81
| 333
| 27
| 132
| 12
| 0
| 0
| 100
| -7
| 7
| 8
| 12
| 0
| 25
| 0
| 1
| 1
| 51
| 89
| 3
| 1
| 0
| 80
| 1
|
59
| 137
| 11
| 78
| 31
| 0
| 0
| 91
| 1
| 4
| 6
| 32
| 1
| 47
| 0
| 0
| 0
| 62
| 93
| 12
| 4
| 3
| 94
| 1
|
54
| 88
| 7
| 37
| 25
| 0
| 0
| 92
| 9
| 4
| 6
| 26
| 3
| 58
| 0
| 4
| 4
| 89
| 76
| 7
| 7
| 2
| 100
| 0
|
68
| 148
| 7
| 65
| 17
| 0
| 0
| 83
| 31
| 6
| 6
| 18
| 1
| 44
| 0
| 0
| 0
| 28
| 48
| 2
| 2
| 2
| 40
| 0
|
59
| 324
| 2
| 138
| 24
| 0
| 0
| 85
| 5
| 4
| 6
| 27
| 1
| 26
| 0
| 1
| 1
| 68
| -8
| 7
| 1
| 3
| 90
| 1
|
61
| 79
| 4
| 36
| 19
| 0
| 0
| 95
| 5
| 4
| 6
| 19
| 3
| 26
| 0
| 6
| 6
| 31
| 86
| 5
| 3
| 1
| 62
| 1
|
82
| 96
| 5
| 47
| 16
| 0
| 0
| 100
| -7
| 7
| 8
| 16
| 3
| 31
| 0
| 0
| 0
| 15
| 88
| 4
| 2
| 0
| 67
| 0
|
50
| 311
| 25
| 76
| 12
| 1
| 0
| 60
| 2
| 3
| 5
| 15
| 0
| 20
| 0
| 1
| 1
| 84
| 64
| 5
| 2
| 2
| 88
| 1
|
74
| 274
| 2
| 66
| 23
| 0
| 0
| 100
| -7
| 6
| 8
| 28
| 4
| 39
| 0
| 2
| 2
| 18
| 65
| 3
| 5
| 1
| 67
| 1
|
69
| 256
| 6
| 117
| 11
| 1
| 1
| 100
| -7
| 7
| 8
| 14
| 1
| 8
| 0
| 0
| 0
| 13
| -8
| 2
| -8
| 0
| 67
| 0
|
63
| 262
| 26
| 95
| 3
| 2
| 2
| 75
| 27
| 6
| 4
| 6
| 0
| 100
| 0
| 0
| 0
| -8
| -8
| -8
| 1
| -8
| 100
| 1
|
63
| 184
| 3
| 77
| 34
| 0
| 0
| 97
| 32
| 6
| 6
| 36
| 2
| 36
| 0
| 11
| 10
| 71
| 80
| 10
| 2
| 3
| 82
| 1
|
61
| 256
| 19
| 68
| 14
| 0
| 0
| 87
| 0
| 4
| 6
| 15
| 0
| 33
| 0
| 2
| 1
| 62
| 68
| 3
| 3
| 1
| 86
| 1
|
62
| 131
| 4
| 59
| 16
| 4
| 2
| 79
| 23
| 6
| 5
| 20
| 4
| 58
| 0
| 4
| 4
| 25
| 91
| 3
| 4
| 1
| 70
| 1
|
89
| 244
| 9
| 147
| 10
| 0
| 0
| 100
| -7
| 7
| 8
| 10
| 1
| 10
| 0
| 0
| 0
| 3
| -8
| 2
| -8
| 0
| 50
| 1
|
65
| 43
| 2
| 26
| 15
| 1
| 1
| 100
| -7
| 7
| 8
| 17
| 2
| 25
| 0
| 4
| 4
| 31
| 83
| 5
| 1
| 0
| 75
| 1
|
57
| 147
| 4
| 73
| 27
| 1
| 1
| 97
| 1
| 0
| 2
| 31
| 2
| 48
| 0
| 4
| 4
| 44
| 87
| 3
| 2
| 3
| 56
| 1
|
72
| 365
| 11
| 83
| 22
| 0
| 0
| 100
| -7
| 7
| 8
| 22
| 1
| 41
| 0
| 0
| 0
| 49
| 23
| 6
| 2
| 1
| 73
| 1
|
72
| 84
| 4
| 53
| 29
| 0
| 0
| 100
| -7
| 7
| 8
| 30
| 2
| 27
| 0
| 1
| 1
| 43
| 48
| 9
| 5
| 3
| 64
| 0
|
65
| 88
| 9
| 45
| 20
| 0
| 0
| 85
| 1
| 4
| 6
| 20
| 1
| 20
| 0
| 0
| 0
| 14
| 71
| 4
| 2
| 1
| 50
| 1
|
64
| 91
| 4
| 55
| 19
| 1
| 1
| 90
| 0
| 0
| 2
| 20
| 2
| 50
| 0
| 2
| 2
| 24
| 81
| 6
| 3
| 1
| 82
| 1
|
58
| 265
| 3
| 79
| 25
| 2
| 1
| 93
| 13
| 0
| 5
| 28
| 2
| 48
| 0
| 1
| 1
| 63
| 50
| 8
| 2
| 0
| 91
| 1
|
58
| 150
| 16
| 72
| 18
| 2
| 0
| 55
| 4
| 4
| 5
| 22
| 0
| 45
| 0
| 1
| 1
| 79
| 38
| 7
| 3
| 0
| 91
| 1
|
79
| 162
| 7
| 94
| 17
| 0
| 0
| 100
| -7
| 7
| 8
| 17
| 1
| 29
| 0
| 0
| 0
| 28
| -8
| 3
| 1
| 1
| 57
| 1
|
66
| 284
| 32
| 107
| 15
| 2
| 2
| 82
| 3
| 4
| 4
| 17
| 0
| 53
| 0
| 1
| 1
| 19
| 50
| 3
| 2
| 1
| 63
| 1
|
69
| 476
| 8
| 157
| 38
| 4
| 4
| 100
| -7
| 6
| 8
| 39
| 1
| 36
| 0
| 4
| 4
| 50
| 54
| 14
| 2
| 4
| 89
| 1
|
71
| 179
| 3
| 62
| 15
| 3
| 2
| 83
| 37
| 6
| 2
| 18
| 4
| 33
| 0
| 5
| 5
| 5
| 9
| 1
| 1
| 0
| 22
| 0
|
54
| 114
| 12
| 49
| 9
| 3
| 3
| 64
| 4
| 0
| 2
| 12
| 0
| 27
| 0
| 0
| 0
| 62
| 14
| 6
| 2
| 1
| 100
| 1
|
68
| 133
| 7
| 44
| 39
| 2
| 2
| 100
| -7
| 6
| 8
| 39
| 4
| 67
| 0
| 2
| 2
| 15
| 73
| 5
| 2
| 0
| 50
| 1
|
75
| 164
| 4
| 66
| 19
| 0
| 0
| 100
| -7
| 7
| 8
| 19
| 2
| 21
| 0
| 0
| 0
| 53
| 92
| 5
| 1
| 1
| 55
| 0
|
67
| 118
| 6
| 37
| 23
| 2
| 2
| 88
| 70
| 6
| 2
| 26
| 5
| 42
| 0
| 0
| 0
| 31
| 70
| 5
| 3
| 1
| 67
| 1
|
88
| 153
| 33
| 92
| 13
| 0
| 0
| 100
| -7
| 7
| 8
| 14
| 0
| 7
| 0
| 0
| 0
| 1
| -8
| 1
| -8
| 0
| 25
| 0
|
51
| 186
| 13
| 96
| 22
| 3
| 1
| 84
| 2
| 0
| 2
| 25
| 0
| 56
| 0
| 4
| 3
| 79
| 50
| 5
| 3
| 3
| 100
| 1
|
70
| 127
| 25
| 57
| 23
| 0
| 0
| 96
| -8
| 6
| 6
| 24
| 0
| 13
| 0
| 0
| 0
| 51
| -8
| 9
| -8
| 1
| 67
| 1
|
65
| 116
| 10
| 37
| 14
| 1
| 1
| 93
| 72
| 6
| 2
| 15
| 1
| 13
| 0
| 2
| 2
| 52
| -8
| 3
| 1
| 2
| 56
| 1
|
78
| 21
| 4
| 13
| 11
| 0
| 0
| 100
| -7
| 7
| 8
| 11
| 5
| 64
| 0
| 3
| 3
| 7
| -8
| 3
| -8
| 0
| 75
| 1
|
86
| 318
| 18
| 90
| 13
| 0
| 0
| 100
| -7
| 7
| 8
| 13
| 0
| 62
| 0
| 0
| 0
| 0
| 44
| 0
| 2
| -8
| 50
| 0
|
90
| 230
| 13
| 73
| 11
| 0
| 0
| 100
| -7
| 7
| 8
| 13
| 0
| 62
| 0
| 0
| 0
| 1
| 71
| 1
| 4
| 0
| 71
| 0
|
76
| 293
| 4
| 74
| 33
| 0
| 0
| 100
| -7
| 7
| 8
| 34
| 1
| 38
| 0
| 2
| 2
| 37
| -8
| 13
| 1
| 0
| 88
| 1
|
70
| 37
| 4
| 20
| 19
| 0
| 0
| 100
| -7
| 7
| 8
| 20
| 2
| 20
| 0
| 3
| 3
| 42
| 73
| 2
| 2
| 1
| 50
| 1
|
73
| 255
| 16
| 100
| 40
| 0
| 0
| 100
| -7
| 7
| 8
| 44
| 0
| 23
| 0
| 1
| 1
| 79
| -8
| 18
| 1
| 13
| 80
| 1
|
72
| 209
| 2
| 95
| 41
| 0
| 0
| 100
| -7
| 7
| 8
| 42
| 3
| 38
| 0
| 1
| 1
| 42
| -8
| 7
| 2
| 2
| 82
| 1
|
83
| 398
| 3
| 118
| 29
| 0
| 0
| 100
| -7
| 7
| 8
| 29
| 2
| 31
| 0
| 3
| 3
| 22
| 87
| 6
| 3
| 0
| 69
| 0
|
87
| 326
| 7
| 111
| 26
| 0
| 0
| 100
| -7
| 7
| 8
| 30
| 1
| 40
| 0
| 0
| 0
| 12
| 89
| 3
| 2
| 0
| 56
| 0
|
55
| 114
| 6
| 59
| 19
| 0
| 0
| 89
| 5
| 4
| 6
| 19
| 1
| 53
| 0
| 1
| 1
| 97
| 90
| 8
| 2
| 6
| 100
| 1
|
65
| 478
| 12
| 97
| 44
| 0
| 0
| 89
| 1
| 4
| 6
| 47
| 0
| 32
| 0
| 9
| 9
| 63
| -8
| 9
| -8
| 6
| 60
| 1
|
78
| 197
| 23
| 91
| 15
| 0
| 0
| 100
| -7
| 7
| 8
| 17
| 0
| 41
| 0
| 5
| 5
| 57
| 32
| 2
| 2
| -8
| 67
| 1
|
79
| 243
| 17
| 77
| 35
| 0
| 0
| 97
| 67
| 6
| 6
| 39
| 0
| 36
| 0
| 2
| 2
| 20
| -8
| 4
| 1
| 0
| 56
| 0
|
75
| 183
| 18
| 92
| 21
| 0
| 0
| 100
| -7
| 7
| 8
| 22
| 0
| 27
| 0
| 0
| 0
| 88
| 91
| 9
| 3
| 5
| 93
| 1
|
70
| 176
| 8
| 96
| 20
| 0
| 0
| 95
| 17
| 5
| 6
| 20
| 1
| 30
| 0
| 0
| 0
| 74
| 71
| 8
| 4
| 3
| 86
| 1
|
78
| 368
| 6
| 74
| 42
| 0
| 0
| 98
| 23
| 5
| 6
| 43
| 3
| 49
| 0
| 3
| 3
| 10
| 19
| 8
| 2
| 0
| 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
|
75
| 300
| 14
| 124
| 22
| 0
| 0
| 100
| -7
| 7
| 8
| 23
| 0
| 39
| 0
| 0
| 0
| 57
| -8
| 4
| 1
| 1
| 100
| 1
|
76
| 150
| 11
| 54
| 14
| 0
| 0
| 100
| -7
| 7
| 8
| 15
| 1
| 40
| 0
| 0
| 0
| 32
| 96
| 4
| 2
| 0
| 75
| 1
|
72
| 168
| 8
| 62
| 10
| 0
| 0
| 100
| -7
| 7
| 8
| 11
| 1
| 18
| 0
| 5
| 5
| 60
| 82
| 7
| 1
| 0
| 100
| 1
|
55
| 118
| 4
| 69
| 12
| 7
| 4
| 50
| 4
| 3
| 3
| 22
| 2
| 27
| 0
| 2
| 2
| 79
| 79
| 5
| 2
| 2
| 88
| 1
|
74
| 277
| 30
| 123
| 24
| 0
| 0
| 88
| 12
| 6
| 6
| 24
| 0
| 25
| 0
| 0
| 0
| 45
| -8
| 12
| 1
| 2
| 93
| 1
|
63
| 174
| 1
| 62
| 11
| 1
| 0
| 79
| 5
| 3
| 5
| 14
| 1
| 29
| 0
| 5
| 5
| 37
| 101
| 5
| 2
| 2
| 70
| 1
|
81
| 137
| 9
| 66
| 34
| 0
| 0
| 100
| -7
| 7
| 8
| 34
| 1
| 62
| 0
| 1
| 1
| 24
| 92
| 3
| 4
| 0
| 78
| 1
|
81
| 126
| 9
| 78
| 18
| 0
| 0
| 100
| -7
| 7
| 8
| 18
| 1
| 83
| 0
| 0
| 0
| 0
| 64
| 1
| 3
| -8
| 80
| 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
|
59
| 243
| 11
| 79
| 38
| 1
| 1
| 76
| 7
| 4
| 6
| 43
| 1
| 50
| 0
| 1
| 1
| 63
| 78
| 7
| 4
| 4
| 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
|
-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
| 176
| 11
| 81
| 43
| 0
| 0
| 98
| 3
| 4
| 6
| 44
| 1
| 39
| 0
| 2
| 2
| 36
| 64
| 3
| 4
| 1
| 47
| 1
|
72
| 169
| 5
| 60
| 21
| 1
| 1
| 96
| 30
| 6
| 3
| 23
| 1
| 52
| 0
| 4
| 4
| 66
| 82
| 4
| 3
| 1
| 78
| 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
|
73
| 409
| 7
| 94
| 38
| 0
| 0
| 100
| -7
| 7
| 8
| 39
| 2
| 18
| 0
| 1
| 1
| 27
| 69
| 11
| 2
| 2
| 72
| 0
|
86
| 419
| 10
| 122
| 17
| 0
| 0
| 100
| -7
| 7
| 8
| 18
| 1
| 72
| 0
| 0
| 0
| 0
| 36
| 0
| 2
| -8
| 50
| 1
|
91
| 282
| 100
| 209
| 6
| 0
| 0
| 100
| -7
| 7
| 8
| 7
| 0
| 43
| 0
| 0
| 0
| 0
| -8
| 0
| -8
| -8
| 0
| 1
|
73
| 324
| 15
| 89
| 19
| 0
| 0
| 89
| 9
| 4
| 6
| 19
| 0
| 21
| 0
| 0
| 0
| 34
| 36
| 6
| 3
| 1
| 64
| 0
|
78
| 134
| 2
| 63
| 35
| 0
| 0
| 93
| 32
| 6
| 6
| 40
| 3
| 40
| 0
| 0
| 0
| 22
| 55
| 5
| 4
| 0
| 60
| 0
|
65
| 155
| 8
| 37
| 20
| 1
| 1
| 95
| 8
| 4
| 6
| 21
| 1
| 38
| 0
| 2
| 2
| 49
| 87
| 5
| 5
| 1
| 67
| 1
|
75
| 70
| 1
| 38
| 8
| 0
| 0
| 100
| -7
| 7
| 8
| 9
| 1
| 78
| 0
| 4
| 3
| 17
| -8
| 2
| 1
| -8
| 100
| 1
|
84
| 277
| 8
| 109
| 8
| 0
| 0
| 100
| -7
| 7
| 8
| 8
| 1
| 50
| 0
| 0
| 0
| 33
| -8
| 2
| 1
| 0
| 100
| 0
|
75
| 294
| 12
| 94
| 39
| 0
| 0
| 98
| -8
| 6
| 6
| 40
| 0
| 35
| 0
| 2
| 2
| 17
| -8
| 6
| 5
| 0
| 61
| 0
|
60
| 357
| 17
| 141
| 9
| 4
| 3
| 67
| 3
| 3
| 4
| 13
| 0
| 50
| 0
| 1
| 1
| 28
| -8
| 4
| -8
| -8
| 100
| 0
|
68
| 106
| 3
| 54
| 29
| 1
| 1
| 87
| 51
| 6
| 2
| 31
| 2
| 65
| 0
| 1
| 1
| 85
| 73
| 3
| 5
| 2
| 100
| 0
|
67
| 85
| 7
| 44
| 15
| 1
| 1
| 93
| 45
| 6
| 6
| 16
| 2
| 33
| 0
| 0
| 0
| 59
| 62
| 3
| 2
| 2
| 83
| 1
|
71
| 282
| 1
| 73
| 22
| 0
| 0
| 96
| -8
| 6
| 6
| 25
| 5
| 4
| 0
| 2
| 2
| 37
| 39
| 11
| 1
| 1
| 80
| 1
|
50
| 204
| 2
| 91
| 23
| 2
| 0
| 82
| 1
| 3
| 5
| 28
| 2
| 32
| 0
| 6
| 6
| 32
| -8
| 5
| -8
| 0
| 67
| 1
|
62
| 151
| 19
| 99
| 5
| 1
| 1
| 80
| 16
| 6
| 6
| 6
| 0
| 80
| 0
| 0
| 0
| 40
| 75
| 1
| 2
| 0
| 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
|
70
| 333
| 2
| 75
| 16
| 0
| 0
| 100
| -7
| 5
| 8
| 20
| 8
| 30
| 0
| 0
| 0
| 78
| 92
| 6
| 2
| 4
| 67
| 1
|
58
| 307
| 6
| 79
| 14
| 1
| 0
| 73
| 18
| 6
| 5
| 15
| 2
| 53
| 0
| 0
| 0
| 81
| 75
| 3
| 3
| 2
| 86
| 1
|
-9
| 17
| 17
| 17
| 1
| 0
| 0
| 100
| -7
| 9
| 8
| 1
| 0
| 100
| 0
| 0
| 0
| -8
| -8
| -8
| -8
| -8
| -8
| 0
|
88
| 188
| 13
| 82
| 20
| 0
| 0
| 100
| -7
| 7
| 8
| 20
| 0
| 40
| 0
| 0
| 0
| 17
| 82
| 2
| 2
| 0
| 50
| 0
|
65
| 107
| 7
| 48
| 40
| 0
| 0
| 100
| -7
| 6
| 8
| 43
| 4
| 42
| 0
| 2
| 2
| 80
| 86
| 5
| 2
| 4
| 70
| 1
|
74
| 169
| 5
| 78
| 26
| 0
| 0
| 96
| 76
| 6
| 6
| 27
| 2
| 37
| 0
| 1
| 1
| 37
| 91
| 5
| 4
| 0
| 75
| 1
|
78
| 282
| 2
| 95
| 23
| 0
| 0
| 100
| -7
| 7
| 8
| 24
| 1
| 13
| 0
| 1
| 1
| 22
| -8
| 4
| 1
| 1
| 43
| 1
|
74
| 378
| 7
| 110
| 41
| 0
| 0
| 98
| 35
| 6
| 6
| 42
| 4
| 57
| 0
| 0
| 0
| 44
| 76
| 4
| 5
| 2
| 69
| 0
|
77
| 311
| 11
| 103
| 39
| 0
| 0
| 98
| -8
| 6
| 6
| 42
| 1
| 36
| 0
| 0
| 0
| 46
| 73
| 5
| 4
| 1
| 69
| 0
|
67
| 299
| 2
| 79
| 25
| 0
| 0
| 89
| 15
| 5
| 6
| 27
| 3
| 37
| 0
| 12
| 11
| 63
| 63
| 13
| 3
| 4
| 94
| 1
|
56
| 76
| 6
| 32
| 11
| 2
| 2
| 92
| 15
| 5
| 2
| 14
| 5
| 17
| 0
| 3
| 3
| 83
| 42
| 5
| 2
| 2
| 100
| 0
|
88
| 211
| 20
| 103
| 13
| 0
| 0
| 100
| -7
| 7
| 8
| 14
| 0
| 57
| -7
| 0
| 0
| 0
| 19
| 2
| 3
| 0
| 71
| 0
|
75
| 169
| 2
| 59
| 21
| 0
| 0
| 100
| -7
| 7
| 8
| 22
| 4
| 36
| -7
| 4
| 4
| 43
| 112
| 4
| 6
| 0
| 83
| 1
|
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