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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
64
| 277
| 6
| 94
| 26
| 0
| 0
| 71
| 3
| 4
| 6
| 28
| 1
| 54
| 5
| 0
| 0
| 52
| 77
| 5
| 4
| 1
| 82
| 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
|
81
| 334
| 16
| 104
| 18
| 0
| 0
| 100
| -7
| 7
| 8
| 19
| 0
| 68
| 9
| 0
| 0
| 29
| 34
| 3
| 3
| 0
| 86
| 0
|
63
| 307
| 2
| 85
| 35
| 0
| 0
| 95
| 22
| 6
| 6
| 38
| 3
| 24
| 0
| 3
| 3
| 38
| -8
| 5
| 1
| 2
| 50
| 0
|
66
| 133
| 6
| 77
| 23
| 0
| 0
| 100
| -7
| 7
| 8
| 26
| 2
| 42
| 0
| 3
| 3
| 105
| 94
| 6
| 2
| 6
| 100
| 1
|
61
| 338
| 2
| 145
| 32
| 0
| 0
| 88
| 4
| 4
| 6
| 33
| 1
| 27
| 12
| 0
| 0
| 56
| 85
| 15
| 2
| 6
| 78
| 1
|
85
| 182
| 13
| 74
| 10
| 0
| 0
| 100
| -7
| 7
| 8
| 10
| 0
| 50
| 18
| 0
| 0
| 12
| 34
| 4
| 2
| 0
| 86
| 0
|
72
| 145
| 7
| 57
| 45
| 0
| 0
| 100
| -7
| 7
| 8
| 72
| 2
| 74
| 7
| 0
| 0
| 34
| 97
| 4
| 12
| 0
| 73
| 0
|
85
| 267
| 18
| 72
| 8
| 0
| 0
| 100
| -7
| 7
| 8
| 8
| 0
| 25
| 17
| 0
| 0
| 17
| 62
| 2
| 1
| 0
| 75
| 0
|
78
| 340
| 8
| 106
| 25
| 0
| 0
| 96
| 7
| 4
| 6
| 25
| 1
| 56
| 4
| 1
| 1
| 6
| 77
| 2
| 3
| 0
| 56
| 1
|
86
| 439
| 2
| 112
| 18
| 0
| 0
| 100
| -7
| 7
| 8
| 21
| 2
| 57
| 1
| 3
| 3
| 26
| 100
| 3
| 2
| 0
| 83
| 0
|
70
| 139
| 5
| 67
| 19
| 1
| 0
| 83
| 19
| 6
| 5
| 23
| 2
| 57
| 5
| 0
| 0
| 39
| 66
| 2
| 3
| 0
| 100
| 0
|
62
| 295
| 7
| 124
| 55
| 0
| 0
| 95
| 8
| 4
| 6
| 57
| 2
| 39
| 5
| 0
| 0
| 32
| 48
| 6
| 4
| 2
| 57
| 1
|
82
| 286
| 1
| 103
| 16
| 0
| 0
| 100
| -7
| 7
| 8
| 17
| 3
| 47
| 6
| 0
| 0
| 25
| 22
| 4
| 3
| 1
| 89
| 0
|
75
| 311
| 8
| 117
| 40
| 0
| 0
| 100
| -7
| 7
| 8
| 45
| 2
| 42
| 0
| 5
| 5
| 34
| -8
| 4
| -8
| 2
| 45
| 0
|
66
| 111
| 4
| 40
| 9
| 0
| 0
| 100
| -7
| 7
| 8
| 9
| 2
| 33
| 1
| 3
| 3
| 80
| 55
| 5
| 2
| 3
| 88
| 0
|
93
| 399
| 27
| 174
| 5
| 0
| 0
| 100
| -7
| 7
| 8
| 5
| 0
| 0
| 2
| 1
| 1
| 0
| -8
| 0
| -8
| 0
| 0
| 1
|
67
| 85
| 16
| 48
| 17
| 1
| 0
| 89
| 20
| 6
| 5
| 18
| 0
| 61
| 4
| 1
| 1
| 44
| 77
| 1
| 2
| 0
| 75
| 1
|
64
| 103
| 1
| 52
| 22
| 1
| 1
| 88
| 26
| 6
| 6
| 24
| 3
| 38
| 1
| 5
| 5
| 29
| 77
| 4
| 3
| 2
| 58
| 1
|
67
| 90
| 7
| 38
| 7
| 0
| 0
| 100
| -7
| 7
| 8
| 7
| 1
| 57
| 5
| 1
| 1
| 91
| 52
| 1
| 2
| 1
| 75
| 1
|
81
| 99
| 1
| 54
| 35
| 0
| 0
| 100
| -7
| 7
| 8
| 36
| 1
| 25
| 0
| 2
| 2
| 8
| 42
| 2
| 3
| 0
| 67
| 0
|
80
| 415
| 10
| 129
| 20
| 0
| 0
| 90
| 5
| 4
| 6
| 20
| 1
| 20
| -8
| 0
| 0
| 8
| 84
| 1
| 1
| 0
| 50
| 0
|
84
| 288
| 2
| 85
| 11
| 0
| 0
| 100
| -7
| 7
| 8
| 13
| 1
| 38
| 17
| 1
| 0
| 20
| -8
| 2
| 1
| 1
| 38
| 0
|
88
| 209
| 9
| 93
| 19
| 0
| 0
| 100
| -7
| 7
| 8
| 19
| 1
| 53
| 5
| 0
| 0
| 0
| -8
| 1
| 1
| 0
| 29
| 0
|
82
| 163
| 38
| 92
| 12
| 0
| 0
| 100
| -7
| 7
| 8
| 12
| 0
| 17
| 18
| 0
| 0
| 33
| -8
| 4
| -8
| 0
| 100
| 0
|
60
| 281
| 1
| 73
| 35
| 0
| 0
| 78
| 0
| 4
| 6
| 40
| 4
| 28
| 0
| 8
| 8
| 16
| 86
| 10
| 4
| 2
| 68
| 1
|
60
| 164
| 4
| 67
| 18
| 2
| 0
| 67
| 1
| 4
| 5
| 24
| 2
| 58
| 0
| 5
| 5
| 0
| 53
| 0
| 4
| 0
| 63
| 1
|
75
| 407
| 1
| 90
| 27
| 1
| 0
| 94
| 18
| 6
| 5
| 31
| 3
| 16
| 0
| 1
| 1
| 3
| -8
| 8
| 2
| 0
| 59
| 0
|
59
| 191
| 4
| 74
| 38
| 0
| 0
| 93
| 5
| 4
| 6
| 40
| 2
| 33
| 1
| 2
| 2
| 48
| 45
| 12
| 3
| 3
| 83
| 1
|
75
| 180
| 4
| 74
| 35
| 0
| 0
| 100
| -7
| 7
| 8
| 36
| 5
| 44
| 0
| 4
| 4
| 41
| 97
| 1
| 3
| 0
| 80
| 0
|
73
| 116
| 23
| 65
| 23
| 0
| 0
| 100
| -7
| 7
| 8
| 23
| 0
| 39
| 1
| 1
| 1
| 25
| 70
| 3
| 4
| 1
| 62
| 0
|
87
| 126
| 7
| 71
| 21
| 0
| 0
| 100
| -7
| 7
| 8
| 22
| 1
| 38
| 13
| 0
| 0
| 10
| 50
| 2
| 2
| 0
| 67
| 0
|
90
| 244
| 4
| 96
| 31
| 0
| 0
| 100
| -7
| 7
| 8
| 31
| 1
| 42
| 0
| 3
| 3
| 2
| -8
| 1
| 1
| 0
| 20
| 0
|
63
| 69
| 3
| 42
| 13
| 7
| 7
| 100
| -7
| 6
| 8
| 13
| 2
| 15
| 0
| 1
| 1
| 53
| 58
| 6
| 2
| 1
| 89
| 0
|
89
| 363
| 1
| 106
| 21
| 0
| 0
| 100
| -7
| 6
| 7
| 24
| 1
| 29
| 0
| 1
| 1
| 2
| 74
| 5
| 2
| 0
| 64
| 0
|
82
| 154
| 1
| 82
| 35
| 0
| 0
| 100
| -7
| 7
| 8
| 36
| 5
| 42
| 0
| 1
| 1
| 12
| 100
| 2
| 2
| 0
| 44
| 0
|
70
| 253
| 33
| 131
| 23
| 1
| 1
| 100
| -7
| 0
| 8
| 23
| 0
| 35
| -8
| 0
| 0
| 3
| 48
| 3
| 3
| 0
| 55
| 0
|
76
| 170
| 2
| 68
| 32
| 0
| 0
| 97
| 10
| 4
| 6
| 35
| 5
| 34
| 1
| 3
| 3
| 13
| 0
| 2
| 4
| 0
| 67
| 0
|
75
| 325
| 7
| 101
| 23
| 1
| 1
| 96
| 65
| 6
| 6
| 24
| 1
| 63
| 6
| 0
| 0
| 47
| 70
| 4
| 4
| 0
| 89
| 0
|
76
| 220
| 4
| 87
| 31
| 0
| 0
| 94
| 43
| 6
| 6
| 31
| 3
| 55
| 5
| 1
| 1
| 31
| 64
| 4
| 2
| 0
| 60
| 0
|
65
| 145
| 7
| 70
| 40
| 0
| 0
| 100
| -7
| 7
| 8
| 43
| 4
| 30
| 1
| 9
| 8
| 83
| 77
| 10
| 5
| 6
| 79
| 1
|
65
| 293
| 11
| 142
| 20
| 1
| 0
| 38
| 2
| 4
| 5
| 24
| 1
| 50
| 3
| 13
| 13
| 9
| 32
| 4
| 4
| 2
| 62
| 1
|
92
| 474
| 57
| 258
| 8
| 0
| 0
| 100
| -7
| 7
| 8
| 8
| 0
| 0
| 2
| 1
| 1
| 1
| -8
| 3
| -8
| 0
| 50
| 1
|
66
| 234
| 4
| 69
| 54
| 2
| 1
| 98
| 60
| 6
| 5
| 60
| 4
| 25
| 0
| 2
| 2
| 19
| 62
| 6
| 4
| 0
| 57
| 1
|
64
| 432
| 3
| 87
| 34
| 0
| 0
| 97
| 17
| 6
| 6
| 35
| 7
| 35
| 0
| 2
| 2
| 34
| 47
| 8
| 7
| 2
| 71
| 1
|
63
| 130
| 3
| 67
| 25
| 0
| 0
| 86
| 2
| 4
| 6
| 29
| 1
| 34
| 0
| 0
| 0
| 57
| 75
| 4
| 2
| 2
| 67
| 1
|
61
| 251
| 12
| 74
| 15
| 0
| 0
| 93
| 70
| 6
| 6
| 15
| 0
| 13
| 0
| 1
| 1
| 89
| -8
| 7
| 1
| 5
| 100
| 1
|
76
| 280
| 12
| 77
| 25
| 0
| 0
| 100
| -7
| 7
| 8
| 25
| 0
| 40
| 0
| 0
| 0
| 17
| 42
| 2
| 4
| 1
| 50
| 0
|
60
| 125
| 8
| 34
| 26
| 0
| 0
| 96
| 10
| 4
| 6
| 26
| 2
| 15
| 0
| 3
| 3
| 56
| 70
| 4
| 1
| 1
| 67
| 1
|
89
| 408
| 4
| 108
| 28
| 0
| 0
| 100
| -7
| 7
| 8
| 30
| 2
| 20
| 0
| 1
| 1
| 10
| 66
| 4
| 2
| 0
| 55
| 0
|
85
| 271
| 8
| 96
| 26
| 0
| 0
| 100
| -7
| 7
| 8
| 26
| 1
| 19
| 0
| 1
| 1
| 4
| -8
| 3
| 1
| 0
| 25
| 0
|
58
| 274
| 11
| 144
| 9
| 2
| 0
| 64
| 41
| 4
| 5
| 11
| 1
| 36
| 0
| 3
| 3
| 68
| 15
| 2
| 3
| 1
| 100
| 1
|
64
| 162
| 5
| 73
| 4
| 3
| 3
| 67
| 54
| 6
| 2
| 7
| 1
| 33
| 0
| 1
| 1
| 57
| -8
| 2
| 1
| 0
| 100
| 0
|
81
| 306
| 5
| 74
| 16
| 0
| 0
| 100
| -7
| 7
| 8
| 18
| 1
| 11
| 0
| 0
| 0
| 25
| 101
| 7
| 1
| 1
| 80
| 0
|
56
| 82
| 5
| 37
| 29
| 0
| 0
| 93
| 17
| 6
| 6
| 30
| 3
| 57
| 0
| 1
| 1
| 43
| 85
| 5
| 3
| 2
| 73
| 1
|
55
| 99
| 4
| 56
| 35
| 5
| 5
| 92
| 4
| 4
| 2
| 40
| 3
| 65
| 0
| 0
| 0
| 100
| 45
| 1
| 2
| -8
| 100
| 1
|
51
| 232
| 6
| 93
| 13
| 2
| 1
| 69
| 1
| 0
| 2
| 16
| 3
| 38
| 0
| 0
| 0
| 94
| 88
| 2
| 3
| 1
| 83
| 1
|
68
| 130
| 8
| 51
| 30
| 2
| 2
| 97
| 71
| 6
| 6
| 36
| 2
| 53
| 0
| 0
| 0
| 59
| 24
| 5
| 4
| 0
| 75
| 1
|
55
| 147
| 1
| 83
| 12
| 2
| 2
| 86
| 32
| 6
| 2
| 15
| 1
| 29
| 0
| 2
| 2
| 66
| -8
| 6
| 1
| 2
| 89
| 1
|
87
| 336
| 4
| 120
| 35
| 0
| 0
| 100
| -7
| 7
| 8
| 35
| 4
| 14
| 0
| 2
| 2
| 3
| -8
| 6
| 1
| 0
| 47
| 0
|
68
| 264
| 17
| 106
| 22
| 0
| 0
| 88
| 78
| 6
| 6
| 26
| 0
| 46
| 0
| 0
| 0
| 64
| 65
| 5
| 3
| 3
| 90
| 1
|
70
| 233
| 6
| 69
| 31
| 0
| 0
| 97
| 6
| 4
| 6
| 33
| 1
| 33
| 0
| 0
| 0
| 35
| 68
| 6
| 3
| 1
| 59
| 1
|
75
| 254
| 4
| 60
| 9
| 0
| 0
| 100
| -7
| 7
| 8
| 9
| 2
| 44
| 0
| 1
| 1
| 60
| 95
| 2
| 2
| 0
| 80
| 0
|
70
| 321
| 11
| 67
| 13
| 2
| 2
| 82
| 71
| 6
| 4
| 17
| 1
| 53
| 0
| 4
| 4
| 50
| 80
| 3
| 5
| 0
| 90
| 1
|
77
| 165
| 12
| 75
| 20
| 0
| 0
| 95
| -8
| 6
| 6
| 20
| 0
| 20
| 0
| 0
| 0
| 41
| 44
| 4
| 2
| 1
| 43
| 0
|
73
| 232
| 5
| 72
| 19
| 0
| 0
| 95
| 8
| 4
| 6
| 19
| 3
| 42
| 0
| 0
| 0
| 35
| 85
| 6
| 2
| 0
| 73
| 1
|
60
| 273
| 3
| 126
| 32
| 4
| 4
| 89
| 2
| 4
| 6
| 35
| 3
| 11
| 0
| 0
| 0
| 37
| 74
| 16
| 2
| 0
| 95
| 0
|
77
| 324
| 7
| 85
| 26
| 0
| 0
| 100
| -7
| 7
| 8
| 26
| 3
| 38
| 0
| 0
| 0
| 16
| 65
| 4
| 4
| 0
| 59
| 1
|
80
| 220
| 5
| 105
| 32
| 0
| 0
| 100
| -7
| 7
| 8
| 32
| 2
| 41
| 0
| 0
| 0
| 36
| 54
| 3
| 4
| 1
| 58
| 0
|
82
| 161
| 4
| 60
| 41
| 0
| 0
| 100
| -7
| 7
| 8
| 44
| 4
| 23
| 0
| 4
| 4
| 2
| -8
| 3
| 1
| 1
| 29
| 1
|
83
| 176
| 8
| 70
| 8
| 0
| 0
| 100
| -7
| 7
| 8
| 8
| 3
| 50
| 0
| 0
| 0
| 38
| 91
| 2
| 2
| 0
| 80
| 1
|
65
| 321
| 6
| 114
| 27
| 1
| 1
| 82
| 17
| 5
| 3
| 28
| 3
| 32
| 0
| 0
| 0
| 66
| -8
| 6
| 1
| 1
| 88
| 1
|
77
| 140
| 2
| 73
| 15
| 0
| 0
| 88
| 12
| 6
| 6
| 17
| 2
| 53
| 0
| 1
| 1
| 17
| 64
| 2
| 4
| -8
| 67
| 1
|
66
| 409
| 4
| 138
| 18
| 0
| 0
| 85
| 15
| 6
| 6
| 20
| 2
| 25
| 0
| 0
| 0
| 55
| -8
| 7
| -8
| 1
| 80
| 1
|
84
| 191
| 35
| 104
| 11
| 0
| 0
| 100
| -7
| 7
| 8
| 12
| 0
| 58
| 0
| 2
| 0
| 4
| 50
| 1
| 2
| 0
| 75
| 1
|
59
| 152
| 8
| 50
| 23
| 4
| 2
| 79
| 29
| 6
| 2
| 29
| 4
| 41
| 0
| 0
| 0
| 70
| 93
| 8
| 3
| 1
| 100
| 1
|
66
| 253
| 5
| 125
| 8
| 3
| 0
| 64
| 12
| 6
| 5
| 11
| 2
| 27
| 0
| 0
| 0
| 80
| -8
| 2
| 1
| 1
| 60
| 1
|
63
| 234
| 25
| 159
| 8
| 2
| 1
| 43
| 23
| 6
| 2
| 14
| 0
| 14
| 0
| 0
| 0
| 33
| -8
| 1
| -8
| 1
| 33
| 1
|
73
| 250
| 6
| 67
| 42
| 0
| 0
| 100
| -7
| 7
| 8
| 47
| 2
| 49
| 0
| 1
| 1
| 50
| 86
| 4
| 7
| 1
| 69
| 1
|
77
| 173
| 14
| 71
| 39
| 0
| 0
| 100
| -7
| 6
| 8
| 42
| 0
| 31
| 0
| 0
| 0
| 19
| 66
| 8
| 3
| 1
| 50
| 0
|
79
| 81
| 8
| 38
| 10
| 0
| 0
| 100
| -7
| 7
| 8
| 10
| 2
| 20
| 0
| 0
| 0
| 10
| -8
| 2
| 1
| -8
| 50
| 0
|
64
| 164
| 8
| 71
| 25
| 1
| 0
| 92
| 7
| 4
| 6
| 26
| 3
| 38
| 0
| 3
| 3
| 58
| 84
| 3
| 3
| 0
| 67
| 1
|
67
| 282
| 11
| 108
| 37
| 0
| 0
| 95
| 3
| 4
| 6
| 40
| 1
| 43
| 0
| 1
| 1
| 68
| 58
| 5
| 3
| 2
| 80
| 1
|
80
| 290
| 5
| 82
| 14
| 0
| 0
| 87
| 17
| 5
| 6
| 15
| 2
| 60
| 0
| 0
| 0
| 16
| 44
| 3
| 4
| 0
| 78
| 1
|
74
| 279
| 3
| 90
| 31
| 1
| 1
| 97
| 12
| 6
| 4
| 33
| 3
| 18
| 0
| 2
| 2
| 5
| 95
| 4
| 3
| 0
| 47
| 1
|
70
| 196
| 4
| 64
| 34
| 0
| 0
| 100
| -7
| 7
| 8
| 35
| 1
| 37
| 0
| 0
| 0
| 83
| -8
| 6
| 1
| 3
| 100
| 0
|
65
| 77
| 6
| 50
| 2
| 1
| 1
| 67
| 57
| 6
| 3
| 3
| 1
| 67
| 0
| 0
| 0
| -8
| -8
| -8
| 1
| -8
| 100
| 1
|
69
| 184
| 15
| 76
| 9
| 2
| 2
| 82
| 49
| 6
| 2
| 11
| 0
| 27
| 0
| 0
| 0
| 66
| -8
| 4
| -8
| 2
| 57
| 1
|
73
| 94
| 3
| 49
| 21
| 0
| 0
| 95
| 57
| 6
| 6
| 22
| 2
| 36
| 0
| 2
| 2
| 42
| 47
| 3
| 2
| 1
| 56
| 1
|
66
| 74
| 3
| 21
| 13
| 0
| 0
| 92
| -8
| 6
| 6
| 13
| 6
| 23
| 0
| 4
| 4
| 33
| 61
| 5
| 3
| 0
| 73
| 0
|
73
| 219
| 4
| 88
| 23
| 0
| 0
| 100
| -7
| 7
| 8
| 24
| 3
| 46
| 0
| 1
| 1
| 45
| 88
| 6
| 2
| 1
| 89
| 0
|
80
| 198
| 10
| 72
| 25
| 0
| 0
| 100
| -7
| 7
| 8
| 25
| 1
| 24
| 0
| 1
| 1
| 7
| 23
| 1
| 2
| 0
| 50
| 0
|
58
| 175
| 6
| 57
| 45
| 1
| 0
| 96
| 8
| 3
| 5
| 47
| 1
| 53
| 0
| 3
| 3
| 69
| 85
| 6
| 12
| 3
| 78
| 1
|
88
| 369
| 7
| 114
| 31
| 0
| 0
| 100
| -7
| 7
| 8
| 33
| 2
| 33
| 0
| 0
| 0
| 1
| 91
| 2
| 2
| 0
| 36
| 0
|
64
| 159
| 1
| 54
| 20
| 1
| 0
| 89
| 20
| 5
| 5
| 27
| 2
| 52
| 0
| 2
| 2
| 42
| 94
| 4
| 2
| 2
| 86
| 0
|
62
| 174
| 2
| 84
| 35
| 0
| 0
| 89
| 38
| 5
| 6
| 38
| 3
| 32
| 0
| 1
| 1
| 68
| -8
| 9
| 2
| 3
| 85
| 1
|
73
| 144
| 38
| 96
| 13
| 0
| 0
| 85
| 44
| 6
| 6
| 13
| 0
| 8
| 0
| 0
| 0
| 40
| 5
| 10
| 1
| 1
| 85
| 1
|
86
| 266
| 3
| 95
| 12
| 0
| 0
| 100
| -7
| 7
| 8
| 13
| 3
| 15
| 0
| 0
| 0
| 22
| -8
| 3
| -8
| 0
| 43
| 1
|
66
| 375
| 16
| 183
| 21
| 1
| 0
| 83
| 4
| 3
| 5
| 23
| 0
| 52
| 0
| 3
| 3
| 24
| -8
| 3
| 2
| 0
| 100
| 1
|
69
| 338
| 2
| 62
| 22
| 0
| 0
| 96
| 12
| 6
| 6
| 23
| 3
| 35
| 0
| 4
| 4
| 25
| 100
| 3
| 2
| 1
| 45
| 0
|
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