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Report to the Congress on Credit Scoring and Its Effects on the Availability and Affordability of Credit


Submitted to the Congress pursuant to section 215 of the Fair and Accurate Credit Transactions Act of 2003
August 2007

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Tables for Figure 1.

Figure 1. Cumulative Percentage of Goods and Bads, All Individuals

As shown in the figure, curves encompassed by the ellipses are the data for goods and bads respectively.



Figure 1. Cumulative Percentage of Goods and Bads, All Individuals
Panel A: FRB Base Score
[Figure 1 corrected as of Jan. 25 2008]
Percent
Score Any-
account
(Good)
Any-
account
(Bad)
New-
account
(Good)
New-
account
(Bad)
Existing-
account
(Good)
Existing-
account
(Bad)
Random-
account
(Good)
Random-
account
(Bad)
Modified
New-
account
(Good)
Modified
New-
account
(Bad)
0 0.00 0.79 0.02 0.90 0.00 0.85 0.03 1.18 0.02 0.31
0.5 0.00 1.36 0.05 1.40 0.00 1.48 0.05 2.04 0.05 0.47
1 0.01 2.86 0.13 3.37 0.01 3.31 0.12 4.42 0.12 1.26
1.5 0.02 4.40 0.19 5.61 0.02 5.13 0.20 6.79 0.18 2.51
2 0.03 7.71 0.38 9.81 0.04 9.02 0.38 11.74 0.40 4.29
2.5 0.05 9.89 0.50 12.12 0.06 11.21 0.51 14.54 0.52 5.66
3 0.06 11.82 0.61 14.13 0.07 13.34 0.63 17.21 0.63 6.89
3.5 0.08 13.31 0.70 15.44 0.08 14.79 0.72 19.05 0.71 7.70
4 0.09 15.27 0.82 17.49 0.10 16.99 0.85 21.81 0.84 8.93
4.5 0.11 16.96 0.92 18.83 0.12 18.50 0.97 23.70 0.91 9.80
5 0.13 18.86 1.06 20.75 0.14 20.53 1.11 26.15 1.05 10.96
5.5 0.16 20.18 1.15 22.08 0.16 21.84 1.22 27.76 1.15 11.86
6 0.19 22.05 1.31 23.64 0.19 23.78 1.38 30.02 1.29 12.91
6.5 0.21 23.43 1.41 25.29 0.21 25.15 1.50 31.70 1.37 14.04
7 0.25 25.40 1.55 27.08 0.24 27.10 1.67 34.04 1.51 15.16
7.5 0.27 26.69 1.66 28.43 0.27 28.26 1.79 35.38 1.62 16.03
8 0.32 28.71 1.84 30.31 0.31 30.14 1.99 37.60 1.79 17.26
8.5 0.34 29.87 1.95 31.26 0.33 31.39 2.11 39.04 1.89 18.02
9 0.39 32.02 2.14 32.98 0.39 33.38 2.33 41.41 2.09 19.30
9.5 0.42 33.26 2.24 34.22 0.42 34.57 2.46 42.81 2.20 20.01
10 0.47 35.13 2.44 35.65 0.47 36.42 2.68 44.95 2.40 21.10
10.5 0.51 36.50 2.59 37.03 0.52 37.71 2.84 46.41 2.57 22.28
11 0.58 38.35 2.78 38.72 0.58 39.46 3.08 48.40 2.77 23.61
11.5 0.62 39.60 2.92 39.89 0.62 40.62 3.23 49.74 2.90 24.60
12 0.69 41.35 3.13 41.45 0.69 42.42 3.48 51.72 3.10 26.14
12.5 0.74 42.46 3.27 42.38 0.75 43.56 3.65 52.91 3.24 26.95
13 0.82 44.11 3.49 43.83 0.82 45.19 3.91 54.62 3.46 28.27
13.5 0.88 45.31 3.65 44.75 0.88 46.26 4.09 55.78 3.61 29.10
14 0.94 46.87 3.87 46.13 0.95 47.92 4.34 57.53 3.83 30.31
14.5 1.00 47.96 4.04 47.02 1.00 48.96 4.51 58.64 4.00 31.00
15 1.10 49.54 4.32 48.42 1.10 50.54 4.82 60.26 4.27 32.51
15.5 1.18 50.64 4.53 49.34 1.18 51.72 5.05 61.42 4.47 33.34
16 1.32 52.42 4.87 50.88 1.32 53.47 5.42 63.23 4.80 34.79
16.5 1.41 53.53 5.07 52.26 1.42 54.64 5.67 64.40 4.99 36.23
17 1.56 55.21 5.42 53.52 1.56 56.33 6.06 66.02 5.35 37.72
17.5 1.64 56.30 5.66 54.45 1.64 57.38 6.31 67.03 5.58 38.62
18 1.79 57.72 6.00 55.63 1.80 58.85 6.68 68.46 5.93 39.76
18.5 1.90 58.73 6.26 56.80 1.91 59.88 6.93 69.49 6.18 40.97
19 2.05 60.20 6.64 58.03 2.07 61.35 7.33 70.83 6.57 42.36
19.5 2.17 61.11 6.92 58.72 2.19 62.29 7.61 71.69 6.86 43.22
20 2.35 62.48 7.29 60.20 2.39 63.66 8.03 72.95 7.26 45.11
20.5 2.50 63.42 7.61 60.96 2.54 64.61 8.35 73.79 7.59 45.92
21 2.73 64.80 8.06 62.45 2.78 65.97 8.83 75.02 8.10 47.45
21.5 2.89 65.74 8.37 63.40 2.95 66.88 9.16 75.83 8.42 48.54
22 3.10 67.04 8.80 64.54 3.17 68.16 9.64 76.98 8.90 49.87
22.5 3.29 67.91 9.16 65.15 3.36 69.06 10.00 77.71 9.26 50.72
23 3.56 69.07 9.65 66.27 3.64 70.19 10.49 78.73 9.79 52.19
23.5 3.73 69.84 9.98 67.02 3.82 70.97 10.83 79.36 10.16 52.92
24 4.01 70.91 10.47 68.06 4.11 72.05 11.34 80.27 10.71 54.23
24.5 4.21 71.66 10.81 68.79 4.31 72.84 11.69 80.89 11.08 55.06
25 4.53 72.75 11.37 70.05 4.65 73.87 12.25 81.73 11.68 56.86
25.5 4.76 73.40 11.75 70.68 4.87 74.56 12.61 82.27 12.06 57.64
26 5.12 74.38 12.35 71.66 5.24 75.56 13.19 83.02 12.68 58.80
26.5 5.37 75.02 12.77 72.29 5.50 76.19 13.58 83.47 13.12 59.65
27 5.75 75.97 13.37 73.10 5.89 77.10 14.16 84.17 13.78 60.60
27.5 6.02 76.60 13.82 73.65 6.16 77.71 14.59 84.60 14.24 61.09
28 6.43 77.49 14.46 74.52 6.58 78.66 15.21 85.30 14.97 62.28
28.5 6.69 78.05 14.89 75.20 6.86 79.23 15.60 85.78 15.42 63.30
29 7.14 78.87 15.59 76.02 7.32 80.09 16.24 86.39 16.19 64.60
29.5 7.41 79.38 16.03 76.69 7.60 80.59 16.64 86.75 16.67 65.36
30 7.87 80.11 16.79 77.53 8.07 81.34 17.27 87.31 17.48 66.71
30.5 8.16 80.53 17.24 78.08 8.37 81.76 17.65 87.62 17.94 67.49
31 8.59 81.11 17.87 78.87 8.80 82.35 18.22 88.06 18.61 68.51
31.5 8.88 81.54 18.28 79.32 9.10 82.78 18.60 88.38 19.05 69.10
32 9.37 82.21 19.02 79.86 9.60 83.43 19.23 88.86 19.87 70.09
32.5 9.70 82.63 19.52 80.33 9.94 83.84 19.66 89.15 20.38 70.66
33 10.20 83.21 20.30 80.94 10.45 84.42 20.30 89.57 21.17 71.56
33.5 10.62 83.65 20.85 81.49 10.87 84.86 20.79 89.90 21.76 72.25
34 11.24 84.26 21.71 82.10 11.49 85.45 21.54 90.31 22.71 73.22
34.5 11.68 84.68 22.31 82.73 11.95 85.94 22.05 90.66 23.37 74.14
35 12.22 85.20 23.08 83.34 12.50 86.46 22.69 91.03 24.22 75.21
35.5 12.57 85.54 23.54 83.77 12.86 86.81 23.09 91.30 24.74 75.80
36 13.04 86.09 24.20 84.52 13.34 87.35 23.65 91.74 25.49 77.03
36.5 13.39 86.40 24.66 85.06 13.69 87.63 24.05 91.97 25.99 77.74
37 13.92 86.87 25.38 85.67 14.23 88.09 24.66 92.31 26.83 78.66
37.5 14.41 87.21 26.03 86.23 14.72 88.39 25.19 92.55 27.54 79.54
38 14.99 87.67 26.81 86.85 15.32 88.85 25.84 92.85 28.37 80.77
38.5 15.41 87.97 27.37 87.21 15.74 89.11 26.30 93.06 29.01 81.29
39 16.08 88.45 28.22 87.86 16.41 89.57 27.02 93.39 29.95 82.17
39.5 16.64 88.79 28.84 88.31 16.98 89.90 27.59 93.64 30.60 82.83
40 17.26 89.17 29.66 88.85 17.61 90.30 28.25 93.90 31.47 83.66
40.5 17.66 89.39 30.12 89.15 18.01 90.53 28.65 94.09 32.01 84.11
41 18.41 89.85 30.95 89.76 18.75 90.99 29.41 94.48 32.88 84.94
41.5 18.82 90.13 31.46 90.12 19.17 91.28 29.85 94.71 33.43 85.63
42 19.47 90.49 32.25 90.57 19.83 91.62 30.51 94.96 34.32 86.41
42.5 19.88 90.73 32.76 90.85 20.24 91.85 30.94 95.12 34.87 86.91
43 20.58 91.08 33.62 91.16 20.94 92.20 31.65 95.34 35.76 87.62
43.5 21.06 91.31 34.18 91.39 21.42 92.40 32.13 95.49 36.30 88.18
44 21.74 91.64 35.03 91.86 22.10 92.70 32.81 95.69 37.19 88.85
44.5 22.24 91.88 35.61 92.16 22.61 92.94 33.30 95.87 37.84 89.42
45 22.90 92.14 36.43 92.54 23.27 93.19 33.94 96.04 38.74 89.84
45.5 23.28 92.29 36.86 92.75 23.66 93.30 34.33 96.13 39.21 90.24
46 24.01 92.55 37.62 93.01 24.38 93.60 35.02 96.34 39.98 90.62
46.5 24.45 92.69 38.11 93.19 24.82 93.73 35.44 96.43 40.51 90.88
47 25.10 92.96 38.89 93.56 25.47 93.96 36.08 96.58 41.34 91.43
47.5 25.61 93.10 39.44 93.72 25.98 94.08 36.56 96.67 41.88 91.71
48 26.42 93.35 40.26 94.17 26.80 94.34 37.33 96.83 42.76 92.38
48.5 27.01 93.53 40.88 94.39 27.39 94.49 37.88 96.92 43.41 92.66
49 27.78 93.73 41.71 94.53 28.17 94.67 38.60 97.04 44.27 92.85
49.5 28.30 93.89 42.27 94.73 28.69 94.80 39.08 97.13 44.85 93.06
50 29.00 94.10 42.99 94.94 29.40 94.98 39.74 97.26 45.58 93.30
50.5 29.53 94.23 43.53 95.10 29.93 95.09 40.22 97.34 46.13 93.51
51 30.20 94.39 44.26 95.37 30.60 95.25 40.85 97.41 46.88 93.94
51.5 30.76 94.52 44.78 95.59 31.16 95.34 41.36 97.49 47.39 94.29
52 31.50 94.67 45.57 95.73 31.89 95.47 42.03 97.55 48.24 94.53
52.5 31.96 94.80 46.08 95.89 32.36 95.59 42.46 97.63 48.78 94.81
53 32.69 94.96 46.90 96.04 33.09 95.73 43.14 97.72 49.60 95.00
53.5 33.30 95.08 47.51 96.14 33.69 95.84 43.70 97.77 50.25 95.15
54 34.15 95.26 48.45 96.41 34.55 95.99 44.47 97.87 51.24 95.41
54.5 34.71 95.37 49.03 96.54 35.11 96.09 44.98 97.93 51.83 95.60
55 35.64 95.53 49.96 96.68 36.03 96.24 45.81 98.01 52.77 95.74
55.5 36.11 95.60 50.46 96.79 36.50 96.30 46.23 98.04 53.27 95.88
56 36.95 95.74 51.28 96.88 37.34 96.42 46.98 98.11 54.10 96.00
56.5 37.48 95.80 51.78 96.90 37.87 96.48 47.45 98.13 54.59 96.02
57 38.35 95.93 52.59 96.97 38.73 96.58 48.21 98.18 55.40 96.16
57.5 38.79 95.99 53.04 96.99 39.16 96.62 48.59 98.20 55.86 96.19
58 39.54 96.10 53.79 97.09 39.92 96.73 49.26 98.26 56.65 96.31
58.5 40.20 96.18 54.37 97.13 40.57 96.80 49.84 98.30 57.22 96.35
59 40.92 96.31 55.14 97.24 41.29 96.92 50.48 98.36 57.98 96.45
59.5 41.48 96.40 55.66 97.40 41.85 96.99 50.98 98.40 58.52 96.71
60 42.52 96.51 56.40 97.44 42.87 97.10 51.86 98.47 59.27 96.73
60.5 42.90 96.56 56.82 97.47 43.26 97.13 52.20 98.48 59.69 96.78
61 43.53 96.64 57.46 97.61 43.89 97.20 52.76 98.52 60.34 96.92
61.5 43.95 96.72 57.88 97.69 44.31 97.28 53.13 98.57 60.77 97.02
62 44.66 96.80 58.65 97.72 45.01 97.33 53.74 98.60 61.50 97.06
62.5 45.03 96.84 59.06 97.76 45.38 97.38 54.06 98.62 61.91 97.11
63 45.83 96.96 59.76 97.92 46.18 97.47 54.76 98.67 62.60 97.35
63.5 46.24 96.99 60.16 97.97 46.59 97.49 55.11 98.69 63.02 97.40
64 46.96 97.08 60.82 98.05 47.31 97.59 55.73 98.74 63.67 97.49
64.5 48.16 97.19 61.38 98.15 48.49 97.68 56.74 98.80 64.20 97.66
65 48.99 97.27 62.05 98.24 49.32 97.74 57.45 98.84 64.84 97.75
65.5 49.37 97.30 62.44 98.26 49.70 97.77 57.78 98.85 65.27 97.77
66 50.34 97.39 63.21 98.33 50.66 97.84 58.60 98.91 66.03 97.87
66.5 50.81 97.46 63.69 98.37 51.13 97.89 59.02 98.94 66.51 97.89
67 51.54 97.53 64.37 98.42 51.86 97.95 59.64 98.96 67.23 97.94
67.5 52.11 97.59 64.92 98.46 52.43 97.99 60.13 98.98 67.78 97.96
68 52.82 97.67 65.59 98.51 53.13 98.05 60.73 99.02 68.46 98.08
68.5 53.37 97.71 66.15 98.53 53.69 98.08 61.20 99.03 69.05 98.11
69 54.33 97.79 67.02 98.64 54.64 98.16 62.01 99.07 69.87 98.22
69.5 55.02 97.84 67.64 98.65 55.33 98.21 62.60 99.09 70.48 98.25
70 55.86 97.90 68.40 98.73 56.16 98.25 63.31 99.10 71.22 98.41
70.5 56.38 97.93 68.88 98.74 56.68 98.27 63.75 99.12 71.68 98.41
71 57.06 97.96 69.46 98.76 57.36 98.30 64.33 99.13 72.23 98.44
71.5 57.76 98.02 70.00 98.76 58.05 98.35 64.92 99.16 72.75 98.44
72 58.60 98.08 70.78 98.82 58.89 98.40 65.63 99.18 73.50 98.51
72.5 59.07 98.10 71.14 98.82 59.36 98.42 66.02 99.19 73.83 98.51
73 59.91 98.15 71.82 98.85 60.19 98.45 66.73 99.21 74.48 98.56
73.5 60.88 98.21 72.51 98.89 61.15 98.50 67.54 99.23 75.08 98.60
74 61.82 98.26 73.25 98.94 62.08 98.55 68.32 99.25 75.76 98.70
74.5 62.63 98.30 73.81 98.94 62.89 98.58 69.00 99.26 76.30 98.70
75 63.76 98.35 74.50 98.96 64.02 98.62 69.94 99.30 76.88 98.70
75.5 64.06 98.36 74.74 98.98 64.31 98.63 70.19 99.30 77.10 98.72
76 64.84 98.41 75.30 99.01 65.09 98.68 70.85 99.32 77.62 98.74
76.5 65.23 98.44 75.52 99.01 65.47 98.71 71.17 99.34 77.82 98.74
77 65.89 98.49 76.05 99.03 66.13 98.75 71.72 99.35 78.30 98.77
77.5 66.70 98.52 76.47 99.05 66.93 98.78 72.39 99.37 78.68 98.79
78 67.44 98.55 77.03 99.09 67.67 98.81 73.00 99.38 79.19 98.82
78.5 68.05 98.58 77.43 99.10 68.27 98.84 73.50 99.40 79.56 98.84
79 69.06 98.63 77.93 99.12 69.27 98.87 74.34 99.41 80.00 98.84
79.5 69.86 98.67 78.40 99.14 70.07 98.91 75.00 99.43 80.40 98.86
80 71.50 98.74 79.08 99.21 71.68 98.95 76.35 99.47 80.95 98.93
80.5 71.80 98.75 79.29 99.23 71.98 98.97 76.60 99.48 81.15 98.96
81 73.03 98.82 79.85 99.25 73.21 99.03 77.62 99.52 81.64 98.98
81.5 73.82 98.86 80.14 99.25 73.98 99.07 78.26 99.55 81.89 98.98
82 74.24 98.89 80.44 99.26 74.41 99.10 78.62 99.56 82.16 99.01
82.5 74.78 98.92 80.91 99.28 74.94 99.13 79.07 99.57 82.58 99.01
83 75.16 98.95 81.27 99.30 75.32 99.16 79.39 99.59 82.93 99.01
83.5 75.74 98.97 81.63 99.30 75.90 99.17 79.87 99.60 83.22 99.01
84 76.43 99.00 82.18 99.34 76.59 99.19 80.45 99.60 83.72 99.05
84.5 77.45 99.03 82.60 99.34 77.60 99.24 81.28 99.64 84.09 99.05
85 79.01 99.07 83.37 99.41 79.15 99.26 82.56 99.65 84.73 99.17
85.5 79.23 99.08 83.59 99.41 79.36 99.27 82.74 99.65 84.94 99.17
86 80.93 99.14 84.46 99.50 81.05 99.33 84.14 99.68 85.68 99.27
86.5 81.31 99.16 84.71 99.52 81.43 99.34 84.46 99.69 85.92 99.31
87 81.98 99.19 85.29 99.53 82.09 99.37 85.01 99.70 86.44 99.36
87.5 82.21 99.21 85.51 99.55 82.32 99.38 85.21 99.70 86.65 99.38
88 82.80 99.24 86.05 99.57 82.91 99.39 85.70 99.71 87.17 99.38
88.5 83.37 99.26 86.35 99.57 83.47 99.42 86.18 99.72 87.45 99.38
89 84.11 99.31 86.90 99.61 84.21 99.46 86.80 99.74 87.93 99.46
89.5 84.53 99.34 87.33 99.61 84.63 99.48 87.15 99.75 88.33 99.46
90 85.74 99.38 88.14 99.61 85.83 99.53 88.15 99.76 89.05 99.46
90.5 86.88 99.44 88.93 99.66 86.96 99.56 89.10 99.77 89.77 99.53
91 87.39 99.46 89.47 99.66 87.47 99.58 89.53 99.78 90.28 99.53
91.5 87.79 99.48 89.83 99.66 87.86 99.60 89.86 99.79 90.61 99.53
92 88.76 99.52 90.65 99.71 88.83 99.63 90.66 99.82 91.38 99.62
92.5 89.28 99.55 91.18 99.71 89.35 99.66 91.10 99.83 91.90 99.62
93 90.83 99.63 92.20 99.77 90.89 99.72 92.39 99.87 92.82 99.76
93.5 91.14 99.65 92.54 99.77 91.20 99.73 92.65 99.88 93.15 99.76
94 91.92 99.67 93.20 99.77 91.97 99.75 93.29 99.89 93.77 99.76
94.5 92.41 99.68 93.66 99.80 92.46 99.76 93.69 99.89 94.21 99.81
95 93.13 99.71 94.41 99.82 93.17 99.77 94.29 99.90 94.91 99.83
95.5 94.00 99.76 95.24 99.84 94.04 99.81 95.02 99.91 95.63 99.83
96 95.18 99.81 96.13 99.89 95.21 99.84 96.00 99.92 96.42 99.91
96.5 95.61 99.83 96.55 99.93 95.64 99.87 96.35 99.94 96.79 99.95
97 96.25 99.86 97.20 99.96 96.28 99.89 96.89 99.94 97.39 99.98
97.5 98.08 99.94 98.22 99.96 98.09 99.96 98.40 99.99 98.33 99.98
98 99.23 99.96 99.30 99.98 99.24 99.97 99.36 99.99 99.35 99.98
98.5 99.51 99.97 99.55 99.98 99.51 99.98 99.59 99.99 99.59 99.98
99 99.83 99.99 99.87 99.98 99.83 99.99 99.86 100.00 99.88 99.98
99.5 99.94 100.00 99.94 99.98 99.94 99.99 99.95 100.00 99.95 99.98
100 100.00 100.00 100.00 100.00 100.00 100.00 100.00 100.00 100.00 100.00

Figure 1. Cumulative Percentage of Goods and Bads, All Individuals
Panel B: TransRisk Score
[Figure 1 corrected as of Jan. 25 2008]
Percent
Score Any-
account
(Good)
Any-
account
(Bad)
New-
account
(Good)
New-
account
(Bad)
Existing-
account
(Good)
Existing-
account
(Bad)
Random-
account
(Good)
Random-
account
(Bad)
Modified
New-
account
(Good)
Modified
New-
account
(Bad)
0 0.00 0.06 0.00 0.14 0.00 0.07 0.00 0.10 0.00 0.12
0.5 0.01 1.40 0.03 1.90 0.01 1.58 0.06 2.19 0.04 0.90
1 0.05 5.91 0.28 7.59 0.06 6.47 0.34 8.62 0.27 3.79
1.5 0.06 7.24 0.33 9.24 0.07 7.90 0.42 10.49 0.34 4.62
2 0.09 8.97 0.44 11.19 0.10 9.79 0.52 12.91 0.43 5.83
2.5 0.11 10.42 0.55 12.91 0.12 11.30 0.63 14.83 0.54 6.94
3 0.15 12.59 0.72 15.01 0.16 13.55 0.81 17.65 0.69 8.26
3.5 0.19 14.40 0.85 16.80 0.20 15.37 0.96 19.99 0.81 9.42
4 0.23 16.30 0.98 18.42 0.24 17.25 1.12 22.28 0.94 10.61
4.5 0.24 16.94 1.04 19.03 0.25 17.89 1.18 23.07 0.98 11.08
5 0.31 19.83 1.26 22.27 0.33 20.76 1.45 26.67 1.22 13.69
5.5 0.39 22.08 1.48 24.64 0.41 23.01 1.69 29.44 1.44 15.53
6 0.45 24.34 1.68 27.06 0.47 25.17 1.94 32.07 1.65 17.36
6.5 0.49 25.56 1.79 28.16 0.51 26.34 2.08 33.43 1.76 18.21
7 0.57 27.68 2.00 30.04 0.59 28.44 2.34 35.91 1.97 19.89
7.5 0.61 28.65 2.10 31.08 0.63 29.34 2.46 37.03 2.06 20.86
8 0.68 30.37 2.29 33.05 0.70 30.94 2.67 38.95 2.25 22.76
8.5 0.71 31.17 2.39 33.72 0.73 31.68 2.78 39.80 2.36 23.21
9 0.76 32.33 2.53 34.65 0.79 32.80 2.93 41.06 2.49 24.11
9.5 0.80 33.28 2.65 35.60 0.83 33.67 3.06 42.08 2.62 25.15
10 0.87 34.51 2.82 36.76 0.90 34.90 3.24 43.48 2.77 25.88
10.5 0.93 35.38 2.95 37.52 0.96 35.69 3.38 44.34 2.89 26.71
11 1.01 36.77 3.11 38.59 1.04 36.94 3.59 45.78 3.08 27.68
11.5 1.07 38.04 3.30 40.14 1.10 38.34 3.79 47.23 3.26 28.79
12 1.19 40.34 3.68 42.49 1.23 41.05 4.20 49.76 3.65 30.64
12.5 1.28 41.55 3.93 43.63 1.32 42.47 4.46 51.08 3.93 31.59
13 1.40 43.08 4.30 44.98 1.45 44.14 4.80 52.61 4.31 32.87
13.5 1.48 44.36 4.52 46.38 1.53 45.69 5.03 54.20 4.53 33.67
14 1.62 46.59 4.90 48.62 1.68 48.45 5.44 56.97 4.88 35.07
14.5 1.70 47.79 5.11 49.80 1.76 49.87 5.68 58.38 5.09 36.11
15 1.83 49.58 5.46 51.22 1.89 51.99 6.07 60.43 5.44 37.51
15.5 1.93 50.58 5.68 51.99 2.00 53.09 6.31 61.49 5.66 38.29
16 2.08 52.03 6.01 53.30 2.15 54.77 6.66 63.08 6.00 39.52
16.5 2.21 53.03 6.30 54.14 2.28 55.88 6.94 64.11 6.31 40.33
17 2.36 54.24 6.64 55.00 2.44 57.20 7.29 65.32 6.65 41.06
17.5 2.47 55.01 6.88 55.79 2.55 58.03 7.51 66.12 6.88 41.96
18 2.63 56.15 7.21 56.76 2.72 59.23 7.85 67.27 7.22 43.07
18.5 2.74 56.92 7.48 57.25 2.84 60.06 8.10 68.00 7.50 43.67
19 2.92 57.92 7.83 57.94 3.02 61.14 8.44 68.98 7.88 44.42
19.5 3.03 58.62 8.08 58.38 3.13 61.82 8.67 69.60 8.11 44.87
20 3.25 62.17 8.51 60.60 3.34 64.04 9.09 72.42 8.55 46.67
20.5 3.37 63.23 8.74 61.30 3.46 64.93 9.31 73.39 8.80 47.24
21 3.56 64.57 9.08 62.46 3.65 66.07 9.67 74.55 9.16 48.52
21.5 3.69 65.27 9.30 63.11 3.78 66.68 9.90 75.16 9.40 49.16
22 3.89 66.20 9.64 63.92 3.99 67.55 10.25 75.97 9.78 50.11
22.5 4.06 66.85 9.91 64.49 4.16 68.16 10.52 76.55 10.06 50.89
23 4.25 67.80 10.32 65.33 4.36 69.14 10.88 77.38 10.49 51.86
23.5 4.43 68.70 10.65 66.37 4.54 70.15 11.24 78.17 10.83 52.97
24 4.76 70.10 11.27 67.68 4.87 71.64 11.84 79.38 11.51 54.37
24.5 4.96 70.84 11.66 68.38 5.08 72.39 12.20 79.98 11.94 55.29
25 5.24 71.75 12.16 69.57 5.37 73.26 12.65 80.75 12.49 56.86
25.5 5.45 72.33 12.51 70.28 5.57 73.90 12.97 81.29 12.88 57.94
26 5.73 73.19 13.01 71.16 5.86 74.75 13.43 82.03 13.45 59.03
26.5 5.98 73.97 13.45 72.06 6.12 75.55 13.84 82.66 13.96 59.89
27 6.39 75.01 14.18 73.21 6.54 76.66 14.47 83.52 14.81 61.35
27.5 6.63 75.65 14.58 74.01 6.79 77.32 14.84 84.06 15.25 62.37
28 7.06 76.56 15.32 74.91 7.23 78.21 15.49 84.75 16.09 63.44
28.5 7.32 77.16 15.77 75.59 7.51 78.80 15.89 85.21 16.60 64.65
29 7.88 78.14 16.61 76.65 8.08 79.72 16.66 85.93 17.52 66.23
29.5 8.20 78.69 17.11 77.21 8.40 80.27 17.08 86.37 18.06 66.90
30 8.63 79.40 17.79 78.08 8.85 81.02 17.67 86.94 18.80 68.03
30.5 8.91 79.88 18.23 78.52 9.12 81.51 18.05 87.30 19.28 68.51
31 9.45 80.65 19.00 79.48 9.68 82.30 18.74 87.94 20.12 69.83
31.5 9.73 81.08 19.48 79.97 9.98 82.75 19.13 88.30 20.68 70.47
32 10.19 81.65 20.12 80.63 10.44 83.37 19.69 88.76 21.38 71.68
32.5 10.56 82.13 20.73 81.15 10.83 83.83 20.17 89.10 22.06 72.48
33 11.02 82.70 21.40 81.85 11.29 84.36 20.74 89.51 22.83 73.43
33.5 11.42 83.12 21.90 82.37 11.70 84.77 21.20 89.84 23.36 74.14
34 11.92 83.71 22.65 83.16 12.20 85.39 21.81 90.32 24.20 75.70
34.5 12.38 84.14 23.28 83.73 12.67 85.80 22.34 90.63 24.86 76.44
35 13.06 84.84 24.24 84.31 13.36 86.52 23.15 91.16 25.92 77.46
35.5 13.30 85.12 24.56 84.67 13.60 86.80 23.44 91.37 26.28 78.03
36 14.03 85.72 25.57 85.38 14.35 87.40 24.26 91.79 27.38 79.09
36.5 14.38 85.96 25.96 85.62 14.69 87.62 24.63 91.96 27.78 79.37
37 15.19 86.57 27.12 86.28 15.52 88.18 25.54 92.37 29.01 80.39
37.5 15.51 86.82 27.57 86.66 15.84 88.43 25.89 92.54 29.47 80.89
38 16.32 87.41 28.68 87.27 16.66 88.99 26.77 92.92 30.64 81.74
38.5 16.63 87.64 29.09 87.45 16.97 89.21 27.11 93.07 31.07 81.96
39 17.29 88.20 29.99 88.16 17.63 89.76 27.86 93.48 32.06 83.14
39.5 17.53 88.38 30.31 88.34 17.88 89.95 28.13 93.59 32.45 83.33
40 18.07 88.74 31.01 88.76 18.42 90.28 28.72 93.83 33.20 84.11
40.5 18.51 89.00 31.59 89.13 18.86 90.53 29.19 94.00 33.86 84.66
41 19.13 89.38 32.40 89.53 19.48 90.86 29.86 94.23 34.75 85.22
41.5 19.43 89.54 32.77 89.69 19.79 91.01 30.18 94.33 35.15 85.41
42 20.13 90.00 33.69 90.17 20.50 91.43 30.93 94.61 36.14 86.17
42.5 20.56 90.25 34.24 90.64 20.93 91.64 31.39 94.76 36.77 86.98
43 21.22 90.61 35.11 91.00 21.60 91.97 32.09 95.01 37.69 87.50
43.5 21.66 90.81 35.70 91.19 22.04 92.16 32.54 95.11 38.31 87.85
44 22.44 91.13 36.66 91.57 22.82 92.46 33.30 95.34 39.31 88.37
44.5 23.09 91.43 37.43 92.02 23.48 92.71 33.94 95.52 40.12 88.99
45 23.66 91.70 38.13 92.36 24.05 92.93 34.52 95.67 40.85 89.42
45.5 24.29 91.94 38.88 92.54 24.68 93.15 35.14 95.80 41.63 89.75
46 24.95 92.23 39.65 92.88 25.35 93.43 35.80 95.98 42.48 90.29
46.5 25.39 92.39 40.16 93.11 25.80 93.58 36.23 96.06 43.04 90.53
47 26.32 92.68 41.21 93.45 26.73 93.84 37.12 96.23 44.14 91.33
47.5 26.74 92.82 41.68 93.54 27.15 93.95 37.51 96.30 44.64 91.43
48 27.70 93.05 42.62 93.92 28.12 94.16 38.40 96.47 45.63 91.95
48.5 28.17 93.18 43.12 94.03 28.59 94.28 38.85 96.54 46.14 92.07
49 28.72 93.35 43.69 94.21 29.14 94.42 39.37 96.62 46.74 92.35
49.5 29.33 93.52 44.31 94.33 29.74 94.58 39.94 96.71 47.38 92.52
50 30.12 93.71 45.09 94.49 30.53 94.72 40.66 96.82 48.17 92.87
50.5 30.50 93.81 45.50 94.53 30.91 94.81 41.02 96.86 48.59 92.97
51 31.25 94.00 46.31 94.73 31.66 94.95 41.70 96.95 49.49 93.25
51.5 31.79 94.12 46.95 94.89 32.19 95.06 42.20 97.04 50.16 93.46
52 32.52 94.30 47.78 95.12 32.93 95.25 42.88 97.15 51.04 93.80
52.5 33.04 94.42 48.37 95.18 33.46 95.35 43.36 97.22 51.68 93.94
53 33.77 94.59 49.18 95.36 34.19 95.49 44.03 97.32 52.47 94.15
53.5 34.42 94.77 49.92 95.55 34.84 95.61 44.63 97.40 53.25 94.48
54 35.22 94.98 50.80 95.86 35.64 95.82 45.37 97.53 54.12 94.81
54.5 35.61 95.07 51.28 95.98 36.04 95.90 45.73 97.58 54.61 94.96
55 36.50 95.25 52.26 96.22 36.92 96.04 46.52 97.68 55.64 95.29
55.5 36.98 95.34 52.75 96.40 37.40 96.11 46.96 97.73 56.13 95.52
56 37.77 95.48 53.48 96.48 38.19 96.23 47.65 97.80 56.88 95.62
56.5 38.27 95.56 54.03 96.56 38.69 96.28 48.09 97.84 57.46 95.74
57 39.10 95.72 54.88 96.70 39.52 96.41 48.84 97.92 58.29 95.88
57.5 39.58 95.83 55.36 96.79 39.99 96.50 49.27 97.98 58.80 96.00
58 40.38 95.96 56.22 96.93 40.80 96.61 49.99 98.04 59.67 96.28
58.5 40.94 96.05 56.82 96.99 41.36 96.70 50.48 98.09 60.31 96.33
59 41.74 96.19 57.63 97.15 42.15 96.84 51.18 98.20 61.11 96.54
59.5 42.31 96.26 58.21 97.18 42.72 96.89 51.68 98.24 61.68 96.57
60 43.23 96.40 59.06 97.29 43.63 97.02 52.49 98.32 62.56 96.64
60.5 43.65 96.46 59.48 97.35 44.05 97.07 52.86 98.35 62.95 96.73
61 44.33 96.54 60.14 97.49 44.72 97.14 53.44 98.39 63.60 96.90
61.5 44.99 96.63 60.79 97.60 45.39 97.21 54.03 98.44 64.24 96.99
62 45.66 96.70 61.44 97.63 46.05 97.28 54.61 98.47 64.91 97.06
62.5 46.38 96.80 62.15 97.76 46.77 97.35 55.24 98.50 65.63 97.18
63 47.07 96.90 62.73 97.83 47.45 97.44 55.83 98.57 66.21 97.35
63.5 47.88 97.03 63.45 97.92 48.26 97.57 56.54 98.64 66.89 97.47
64 48.69 97.17 64.23 98.10 49.06 97.69 57.25 98.73 67.66 97.63
64.5 49.08 97.20 64.55 98.13 49.45 97.71 57.58 98.75 68.00 97.66
65 49.91 97.31 65.26 98.21 50.27 97.79 58.29 98.81 68.64 97.70
65.5 50.39 97.37 65.68 98.24 50.75 97.83 58.70 98.84 69.05 97.75
66 51.19 97.45 66.41 98.26 51.55 97.89 59.39 98.88 69.74 97.77
66.5 51.85 97.48 66.79 98.30 52.20 97.91 59.94 98.89 70.10 97.80
67 52.30 97.51 67.19 98.31 52.64 97.93 60.31 98.90 70.50 97.82
67.5 53.33 97.64 68.02 98.46 53.67 98.03 61.21 98.95 71.31 97.99
68 53.66 97.67 68.29 98.46 54.00 98.06 61.50 98.97 71.59 97.99
68.5 54.09 97.69 68.70 98.48 54.43 98.08 61.86 98.98 71.98 98.01
69 55.13 97.79 69.49 98.57 55.46 98.16 62.73 99.03 72.74 98.11
69.5 55.70 97.83 70.07 98.60 56.02 98.19 63.21 99.05 73.31 98.13
70 56.28 97.88 70.51 98.60 56.60 98.23 63.70 99.07 73.72 98.13
70.5 56.86 97.93 70.99 98.64 57.18 98.26 64.20 99.09 74.18 98.20
71 57.33 97.97 71.40 98.71 57.65 98.29 64.59 99.10 74.59 98.37
71.5 57.77 98.01 71.81 98.73 58.08 98.33 64.96 99.12 74.99 98.37
72 58.76 98.09 72.67 98.76 59.08 98.40 65.81 99.16 75.82 98.41
73 59.89 98.19 73.59 98.82 60.20 98.48 66.76 99.20 76.71 98.56
73.5 60.38 98.24 74.00 98.89 60.69 98.53 67.18 99.23 77.11 98.67
74 60.95 98.28 74.45 98.89 61.25 98.56 67.65 99.24 77.54 98.67
74.5 61.94 98.34 75.05 98.94 62.23 98.61 68.48 99.27 78.11 98.74
75 62.86 98.40 75.46 99.01 63.14 98.67 69.24 99.31 78.47 98.82
75.5 63.46 98.44 75.93 99.05 63.74 98.70 69.75 99.32 78.93 98.84
76 64.01 98.47 76.39 99.12 64.28 98.73 70.21 99.34 79.37 98.93
76.5 64.70 98.51 77.02 99.14 64.97 98.76 70.79 99.35 79.98 98.96
77 66.17 98.62 78.04 99.23 66.43 98.85 72.02 99.41 80.90 99.10
78 67.46 98.70 79.01 99.28 67.71 98.92 73.10 99.45 81.77 99.19
78.5 67.99 98.73 79.40 99.28 68.23 98.93 73.54 99.45 82.11 99.19
79 68.77 98.77 79.96 99.28 69.01 98.98 74.19 99.47 82.62 99.19
79.5 69.32 98.80 80.36 99.30 69.55 99.00 74.65 99.49 82.98 99.27
80 70.02 98.84 80.90 99.34 70.25 99.03 75.25 99.50 83.48 99.31
80.5 70.83 98.88 81.40 99.37 71.06 99.06 75.92 99.52 83.92 99.34
81 72.12 98.95 82.44 99.41 72.34 99.11 77.00 99.54 84.86 99.36
81.5 72.73 98.98 82.89 99.43 72.94 99.13 77.50 99.55 85.25 99.36
82 73.30 99.00 83.32 99.43 73.51 99.15 77.98 99.56 85.66 99.36
82.5 73.94 99.02 83.81 99.44 74.14 99.16 78.51 99.57 86.11 99.38
83 74.59 99.06 84.32 99.44 74.79 99.20 79.05 99.59 86.62 99.38
83.5 75.48 99.09 84.88 99.46 75.67 99.24 79.79 99.61 87.12 99.41
84 76.52 99.15 85.74 99.50 76.71 99.28 80.66 99.62 87.87 99.41
84.5 77.10 99.17 86.19 99.50 77.29 99.30 81.14 99.63 88.26 99.41
85 77.68 99.19 86.67 99.52 77.86 99.33 81.61 99.64 88.71 99.43
85.5 78.89 99.23 87.54 99.53 79.06 99.35 82.61 99.65 89.50 99.46
86 79.56 99.25 88.03 99.55 79.73 99.36 83.17 99.65 89.93 99.48
86.5 80.39 99.28 88.74 99.57 80.55 99.39 83.86 99.66 90.55 99.50
87 80.89 99.31 89.15 99.64 81.05 99.41 84.27 99.67 90.91 99.60
87.5 81.86 99.34 89.94 99.66 82.01 99.44 85.07 99.68 91.62 99.62
88 82.35 99.36 90.31 99.66 82.50 99.46 85.48 99.69 91.96 99.62
88.5 83.31 99.42 91.05 99.70 83.46 99.50 86.28 99.70 92.59 99.64
89 83.85 99.44 91.45 99.71 83.99 99.53 86.73 99.71 92.94 99.67
89.5 84.98 99.48 92.22 99.73 85.11 99.56 87.66 99.72 93.60 99.69
90 85.56 99.50 92.63 99.73 85.69 99.58 88.15 99.73 93.96 99.69
90.5 86.13 99.54 93.00 99.75 86.25 99.61 88.61 99.74 94.27 99.72
91 86.48 99.56 93.23 99.77 86.60 99.63 88.91 99.76 94.47 99.74
91.5 87.06 99.58 93.66 99.77 87.17 99.65 89.38 99.76 94.83 99.74
92 87.90 99.62 94.24 99.80 88.01 99.67 90.08 99.78 95.35 99.79
93 89.09 99.65 94.92 99.80 89.20 99.71 91.06 99.79 95.91 99.79
93.5 90.10 99.69 95.39 99.80 90.19 99.75 91.89 99.81 96.29 99.79
94 90.94 99.72 95.72 99.82 91.02 99.77 92.58 99.84 96.54 99.81
94.5 92.28 99.78 96.20 99.84 92.34 99.83 93.67 99.88 96.90 99.83
95 93.34 99.81 96.70 99.86 93.40 99.86 94.54 99.90 97.31 99.86
95.5 93.76 99.83 96.92 99.86 93.81 99.87 94.89 99.90 97.48 99.86
96 94.87 99.86 97.45 99.91 94.92 99.90 95.80 99.92 97.91 99.91
96.5 95.19 99.87 97.60 99.91 95.24 99.90 96.06 99.92 98.04 99.91
97 96.01 99.90 98.03 99.93 96.05 99.92 96.74 99.94 98.39 99.91
97.5 97.14 99.94 98.56 99.93 97.17 99.95 97.66 99.96 98.83 99.91
98 98.66 99.97 99.31 99.98 98.67 99.97 98.90 99.97 99.45 99.98
98.5 99.52 100.00 99.73 100.00 99.53 100.00 99.61 100.00 99.78 100.00
99 99.89 100.00 99.95 100.00 99.89 100.00 99.91 100.00 99.96 100.00
99.5 99.97 100.00 99.99 100.00 99.97 100.00 99.98 100.00 99.99 100.00
100 100.00 100.00 100.00 100.00 100.00 100.00 100.00 100.00 100.00 100.00

Figure 1. Cumulative Percentage of Goods and Bads, All Individuals
Panel C: VantageScore
[Figure 1 corrected as of Jan. 25 2008]
Percent
Score Any-
account
(Good)
Any-
account
(Bad)
New-
account
(Good)
New-
account
(Bad)
Existing-
account
(Good)
Existing-
account
(Bad)
Random-
account
(Good)
Random-
account
(Bad)
Modified
New-
account
(Good)
Modified
New-
account
(Bad)
0 0.03 6.56 0.25 7.69 0.03 7.53 0.23 10.34 0.21 3.08
0.5 0.03 7.01 0.27 8.14 0.04 8.01 0.25 11.00 0.22 3.29
1 0.04 7.49 0.30 8.63 0.04 8.51 0.27 11.70 0.24 3.46
1.5 0.04 8.01 0.32 9.07 0.05 9.03 0.28 12.42 0.25 3.74
2 0.05 8.83 0.34 9.90 0.05 9.85 0.33 13.53 0.27 4.19
2.5 0.05 9.45 0.38 10.55 0.06 10.44 0.36 14.34 0.30 4.50
3 0.07 11.52 0.46 12.34 0.07 12.40 0.44 16.98 0.38 5.56
3.5 0.08 12.66 0.52 13.43 0.08 13.44 0.50 18.40 0.42 6.35
4 0.11 14.78 0.62 15.42 0.11 15.43 0.61 21.05 0.51 7.39
4.5 0.13 16.48 0.72 16.97 0.12 16.94 0.71 23.05 0.59 8.48
5 0.15 18.30 0.83 18.85 0.14 18.67 0.81 25.33 0.70 9.47
5.5 0.17 19.70 0.92 20.28 0.16 19.93 0.90 26.98 0.77 10.47
6 0.20 21.49 1.03 22.11 0.19 21.55 1.03 29.11 0.88 11.84
6.5 0.23 22.57 1.14 22.97 0.22 22.61 1.14 30.37 0.98 12.38
7 0.28 24.50 1.31 24.75 0.26 24.51 1.30 32.70 1.13 13.57
7.5 0.31 26.00 1.40 26.17 0.30 26.00 1.42 34.55 1.23 14.56
8 0.36 27.89 1.58 27.69 0.35 27.88 1.59 36.80 1.39 15.70
8.5 0.38 28.86 1.64 28.71 0.37 28.86 1.68 38.00 1.45 16.58
9 0.44 30.73 1.81 30.63 0.42 30.76 1.87 40.28 1.63 18.35
9.5 0.49 32.30 1.96 32.32 0.47 32.41 2.05 42.20 1.75 19.42
10 0.59 34.56 2.19 34.24 0.56 34.46 2.30 44.68 1.98 20.72
10.5 0.63 35.58 2.32 35.28 0.60 35.53 2.44 45.90 2.09 21.57
11 0.72 37.68 2.57 37.43 0.69 37.69 2.72 48.31 2.36 23.32
11.5 0.76 38.71 2.73 38.38 0.73 38.77 2.88 49.43 2.53 24.11
12 0.84 40.10 2.93 39.65 0.80 40.28 3.11 51.02 2.73 25.36
12.5 0.88 41.08 3.07 40.64 0.85 41.33 3.27 52.13 2.86 26.50
13 0.97 42.55 3.28 42.00 0.94 42.91 3.52 53.83 3.09 27.89
13.5 1.03 43.53 3.44 43.13 1.00 43.99 3.70 54.99 3.26 28.91
14 1.17 45.53 3.77 45.28 1.15 46.12 4.09 57.20 3.58 30.88
14.5 1.25 46.54 3.95 46.34 1.22 47.16 4.28 58.29 3.79 32.18
15 1.37 48.05 4.22 47.70 1.34 48.82 4.58 59.99 4.08 33.53
15.5 1.44 49.06 4.39 48.76 1.41 49.96 4.80 61.11 4.27 34.41
16 1.60 51.11 4.83 50.59 1.58 52.16 5.25 63.22 4.73 36.04
16.5 1.69 52.13 5.05 51.79 1.68 53.26 5.49 64.31 4.98 37.18
17 1.86 53.57 5.41 53.37 1.85 54.84 5.87 65.81 5.38 39.05
17.5 1.96 54.51 5.64 54.50 1.95 55.83 6.11 66.77 5.61 40.28
18 2.14 55.96 6.02 55.92 2.14 57.36 6.52 68.24 5.99 41.65
18.5 2.23 56.89 6.22 56.96 2.24 58.35 6.77 69.19 6.25 43.03
19 2.50 58.78 6.80 58.90 2.51 60.30 7.34 70.98 6.85 45.25
19.5 2.63 59.79 7.10 60.10 2.66 61.40 7.65 71.98 7.18 46.72
20 2.88 61.19 7.60 61.42 2.91 62.92 8.13 73.32 7.73 48.64
20.5 3.03 62.01 7.91 62.37 3.06 63.76 8.42 74.11 8.05 49.59
21 3.27 63.31 8.38 63.77 3.30 65.10 8.89 75.32 8.57 51.01
21.5 3.45 64.21 8.75 64.60 3.49 66.02 9.23 76.12 9.01 52.05
22 3.70 65.45 9.26 65.85 3.75 67.31 9.72 77.21 9.60 53.68
22.5 3.88 66.25 9.59 66.89 3.94 68.12 10.04 77.89 9.94 55.17
23 4.17 67.43 10.10 67.97 4.24 69.33 10.54 78.92 10.51 56.74
23.5 4.35 68.23 10.47 68.97 4.43 70.17 10.88 79.67 10.95 57.99
24 4.67 69.43 11.08 70.10 4.76 71.38 11.43 80.70 11.60 59.39
24.5 4.92 70.19 11.54 70.89 5.02 72.14 11.84 81.31 12.07 60.19
25 5.26 71.26 12.12 72.01 5.37 73.22 12.39 82.17 12.73 61.54
25.5 5.49 71.92 12.53 72.78 5.60 73.86 12.75 82.70 13.21 62.54
26 5.86 72.94 13.15 73.80 5.97 74.96 13.31 83.50 13.88 63.89
26.5 6.13 73.72 13.58 74.84 6.25 75.81 13.71 84.21 14.37 65.45
27 6.48 74.65 14.17 75.77 6.62 76.66 14.26 84.88 15.06 66.78
27.5 6.75 75.22 14.57 76.29 6.90 77.24 14.65 85.30 15.52 67.37
28 7.18 76.08 15.23 77.22 7.33 78.11 15.24 86.00 16.23 68.58
28.5 7.56 76.86 15.83 77.94 7.72 78.88 15.79 86.56 16.85 69.36
29 8.02 77.64 16.53 78.84 8.19 79.68 16.39 87.20 17.60 70.61
29.5 8.32 78.20 16.97 79.30 8.48 80.24 16.79 87.63 18.06 71.13
30 8.79 79.02 17.72 79.97 8.97 81.05 17.43 88.25 18.87 72.15
30.5 9.13 79.50 18.18 80.58 9.31 81.50 17.86 88.58 19.37 73.03
31 9.45 79.99 18.65 81.19 9.64 81.98 18.28 88.93 19.86 73.83
31.5 9.82 80.51 19.16 81.73 10.01 82.50 18.74 89.30 20.40 74.54
32 10.34 81.27 19.92 82.59 10.54 83.23 19.41 89.83 21.25 75.66
32.5 10.70 81.60 20.45 82.93 10.91 83.57 19.82 90.06 21.84 76.06
33 11.33 82.33 21.28 83.66 11.55 84.32 20.57 90.59 22.71 77.10
33.5 11.77 82.83 21.89 84.27 11.99 84.80 21.08 90.99 23.32 77.91
34 12.19 83.28 22.47 84.86 12.41 85.20 21.58 91.27 23.93 78.76
34.5 12.63 83.73 23.06 85.28 12.85 85.64 22.09 91.56 24.58 79.37
35 13.31 84.34 23.93 86.03 13.54 86.22 22.85 91.98 25.46 80.37
35.5 13.73 84.80 24.50 86.42 13.96 86.64 23.35 92.27 26.07 80.89
36 14.16 85.22 25.08 86.78 14.40 87.02 23.85 92.55 26.70 81.48
36.5 14.61 85.64 25.65 87.14 14.85 87.43 24.35 92.86 27.30 82.00
37 15.30 86.22 26.53 87.86 15.55 88.00 25.11 93.26 28.23 83.02
37.5 15.52 86.39 26.82 87.97 15.77 88.18 25.36 93.37 28.55 83.14
38 16.22 86.97 27.73 88.45 16.48 88.71 26.13 93.76 29.50 83.78
38.5 16.71 87.28 28.36 88.77 16.98 89.01 26.65 93.96 30.15 84.23
39 17.20 87.58 28.97 89.06 17.47 89.29 27.17 94.13 30.77 84.51
39.5 17.64 87.85 29.51 89.42 17.91 89.54 27.64 94.30 31.37 85.08
40 18.32 88.35 30.37 90.03 18.60 90.01 28.37 94.61 32.28 86.22
40.5 18.83 88.63 30.90 90.44 19.11 90.25 28.89 94.78 32.84 86.83
41 19.36 88.91 31.48 90.82 19.65 90.50 29.42 94.97 33.45 87.35
41.5 19.87 89.17 32.08 91.09 20.17 90.77 29.95 95.16 34.09 87.76
42 20.60 89.58 32.94 91.68 20.90 91.18 30.71 95.41 35.01 88.61
42.5 20.85 89.69 33.21 91.88 21.15 91.28 30.95 95.48 35.32 88.87
43 21.56 90.03 34.08 92.20 21.86 91.59 31.70 95.66 36.23 89.44
43.5 22.03 90.28 34.64 92.45 22.34 91.83 32.18 95.79 36.84 89.84
44 22.52 90.49 35.19 92.63 22.83 92.02 32.67 95.92 37.40 90.05
44.5 23.18 90.85 35.95 92.93 23.49 92.38 33.37 96.12 38.22 90.55
45 23.93 91.15 36.82 93.19 24.25 92.67 34.11 96.26 39.14 91.03
45.5 24.22 91.26 37.13 93.33 24.53 92.77 34.39 96.33 39.48 91.29
46 25.02 91.58 37.97 93.67 25.33 93.09 35.18 96.53 40.37 91.81
46.5 25.56 91.80 38.52 93.81 25.87 93.30 35.71 96.63 40.93 92.00
47 26.09 92.01 39.10 94.12 26.41 93.49 36.23 96.74 41.53 92.59
47.5 26.65 92.18 39.70 94.33 26.97 93.66 36.77 96.84 42.16 92.99
48 27.32 92.44 40.44 94.51 27.64 93.90 37.44 96.97 42.93 93.30
48.5 27.86 92.60 41.00 94.75 28.18 94.06 37.95 97.08 43.54 93.61
49 28.66 92.85 41.87 94.85 28.98 94.26 38.71 97.20 44.42 93.77
49.5 28.92 92.92 42.15 94.87 29.25 94.33 38.96 97.23 44.69 93.80
50 29.70 93.15 42.93 95.09 30.03 94.55 39.70 97.34 45.53 94.13
50.5 30.23 93.28 43.46 95.14 30.55 94.66 40.20 97.38 46.07 94.25
51 31.02 93.48 44.29 95.28 31.35 94.81 40.94 97.46 46.94 94.34
51.5 31.56 93.62 44.89 95.36 31.88 94.92 41.44 97.53 47.53 94.44
52 32.33 93.81 45.65 95.43 32.65 95.09 42.16 97.62 48.29 94.48
52.5 32.64 93.88 45.95 95.48 32.95 95.17 42.44 97.67 48.58 94.58
53 33.44 94.09 46.75 95.77 33.76 95.34 43.20 97.77 49.41 94.96
53.5 33.98 94.21 47.31 95.88 34.31 95.42 43.69 97.81 49.98 95.07
54 34.78 94.38 48.09 95.96 35.11 95.58 44.43 97.90 50.78 95.15
54.5 35.34 94.52 48.65 96.09 35.68 95.68 44.95 97.97 51.33 95.26
55 36.20 94.74 49.46 96.32 36.54 95.85 45.75 98.06 52.19 95.52
55.5 36.49 94.81 49.75 96.38 36.83 95.93 46.01 98.09 52.49 95.57
56 37.36 94.95 50.55 96.50 37.70 96.04 46.79 98.14 53.27 95.76
56.5 37.91 95.05 51.03 96.61 38.25 96.14 47.29 98.19 53.74 95.88
57 38.48 95.15 51.57 96.68 38.81 96.24 47.80 98.23 54.26 95.97
57.5 39.08 95.25 52.11 96.83 39.41 96.31 48.33 98.29 54.83 96.14
58 39.65 95.37 52.62 96.86 39.98 96.40 48.85 98.33 55.33 96.19
58.5 40.27 95.48 53.21 96.92 40.60 96.49 49.41 98.36 55.92 96.26
59 41.19 95.64 54.02 97.06 41.51 96.61 50.24 98.43 56.72 96.50
59.5 41.51 95.69 54.32 97.11 41.84 96.66 50.53 98.45 57.03 96.61
60 42.42 95.86 55.12 97.18 42.74 96.81 51.34 98.53 57.84 96.68
60.5 42.74 95.92 55.41 97.22 43.06 96.84 51.62 98.55 58.13 96.71
61 43.65 96.06 56.23 97.35 43.97 96.96 52.44 98.60 58.91 96.83
61.5 43.97 96.11 56.52 97.35 44.29 97.00 52.72 98.61 59.18 96.83
62 44.95 96.26 57.40 97.44 45.26 97.12 53.59 98.67 60.04 96.90
62.5 45.28 96.30 57.69 97.45 45.59 97.17 53.87 98.70 60.32 96.95
63 46.28 96.45 58.55 97.54 46.59 97.30 54.75 98.77 61.21 97.06
63.5 46.65 96.48 58.84 97.58 46.96 97.32 55.07 98.78 61.50 97.11
64 47.68 96.61 59.70 97.65 47.99 97.41 55.97 98.83 62.34 97.21
64.5 48.03 96.65 60.03 97.69 48.34 97.45 56.27 98.85 62.65 97.23
65 49.05 96.75 60.85 97.79 49.36 97.52 57.15 98.89 63.48 97.37
65.5 49.41 96.79 61.14 97.79 49.71 97.56 57.46 98.90 63.76 97.37
66 50.11 96.87 61.76 97.90 50.40 97.60 58.07 98.94 64.37 97.49
66.5 50.81 96.95 62.33 97.94 51.10 97.66 58.67 98.97 64.92 97.51
67 51.52 97.02 62.96 98.01 51.81 97.73 59.30 99.01 65.52 97.66
67.5 52.29 97.11 63.62 98.08 52.57 97.81 59.97 99.05 66.18 97.73
68 53.03 97.23 64.26 98.13 53.31 97.91 60.62 99.10 66.82 97.77
68.5 53.80 97.30 64.90 98.19 54.07 97.96 61.27 99.13 67.44 97.85
69 54.55 97.38 65.52 98.30 54.82 98.03 61.92 99.16 68.06 97.99
69.5 54.93 97.42 65.85 98.30 55.20 98.08 62.24 99.18 68.38 97.99
70 55.72 97.51 66.51 98.35 55.98 98.14 62.92 99.22 69.03 98.06
70.5 56.47 97.61 67.14 98.48 56.74 98.19 63.58 99.24 69.69 98.20
71 57.26 97.67 67.73 98.57 57.52 98.24 64.25 99.26 70.26 98.32
71.5 57.66 97.72 68.03 98.60 57.92 98.28 64.59 99.28 70.55 98.34
72 58.49 97.79 68.70 98.67 58.75 98.33 65.31 99.31 71.18 98.44
72.5 58.89 97.82 69.00 98.76 59.14 98.35 65.64 99.32 71.47 98.56
73 59.69 97.91 69.65 98.78 59.94 98.43 66.33 99.36 72.09 98.58
73.5 60.13 97.95 70.01 98.82 60.38 98.47 66.71 99.38 72.48 98.67
74 61.15 98.06 70.84 98.89 61.39 98.55 67.59 99.41 73.32 98.77
74.5 62.00 98.12 71.51 98.91 62.23 98.60 68.30 99.44 73.98 98.77
75 62.44 98.13 71.83 98.92 62.67 98.61 68.67 99.45 74.27 98.77
75.5 63.32 98.21 72.51 98.96 63.55 98.65 69.42 99.46 74.88 98.79
76 64.21 98.29 73.15 99.01 64.43 98.71 70.18 99.49 75.48 98.84
76.5 64.67 98.30 73.49 99.01 64.89 98.72 70.56 99.49 75.81 98.84
77 65.59 98.38 74.15 99.01 65.80 98.76 71.34 99.51 76.42 98.84
77.5 66.04 98.41 74.43 99.01 66.25 98.79 71.72 99.52 76.69 98.84
78 67.02 98.49 75.16 99.01 67.22 98.86 72.54 99.55 77.38 98.84
78.5 67.46 98.52 75.49 99.05 67.67 98.89 72.92 99.56 77.71 98.89
79 68.44 98.56 76.17 99.07 68.63 98.91 73.73 99.57 78.32 98.91
79.5 69.46 98.60 76.90 99.09 69.64 98.94 74.58 99.58 79.02 98.93
80 69.96 98.63 77.27 99.10 70.15 98.95 75.00 99.59 79.35 98.96
80.5 71.05 98.70 77.98 99.18 71.23 99.00 75.91 99.61 79.99 99.03
81 71.55 98.73 78.30 99.18 71.72 99.02 76.33 99.63 80.28 99.03
81.5 72.55 98.78 79.01 99.21 72.72 99.06 77.17 99.64 80.93 99.08
82 73.05 98.82 79.37 99.26 73.21 99.09 77.58 99.66 81.25 99.12
82.5 74.06 98.86 80.06 99.30 74.22 99.11 78.42 99.67 81.89 99.12
83 74.54 98.89 80.40 99.30 74.69 99.13 78.82 99.68 82.20 99.12
83.5 75.53 98.94 81.04 99.37 75.68 99.16 79.64 99.69 82.74 99.22
84 76.04 98.97 81.39 99.39 76.19 99.18 80.07 99.70 83.06 99.24
84.5 76.98 99.03 82.03 99.41 77.12 99.22 80.85 99.73 83.63 99.27
85 77.49 99.04 82.39 99.44 77.63 99.24 81.28 99.73 83.94 99.31
85.5 78.50 99.08 83.08 99.44 78.62 99.27 82.11 99.75 84.56 99.31
86 79.51 99.14 83.81 99.52 79.64 99.30 82.96 99.77 85.25 99.41
86.5 80.00 99.17 84.09 99.52 80.12 99.33 83.36 99.78 85.49 99.41
87 80.96 99.22 84.76 99.52 81.07 99.37 84.17 99.80 86.08 99.41
87.5 81.45 99.25 85.09 99.55 81.56 99.40 84.58 99.81 86.39 99.43
88 82.38 99.30 85.73 99.59 82.49 99.45 85.36 99.83 86.93 99.46
88.5 82.84 99.32 86.05 99.59 82.95 99.48 85.74 99.84 87.21 99.46
89 83.69 99.36 86.66 99.59 83.79 99.52 86.45 99.86 87.76 99.46
89.5 84.59 99.40 87.26 99.61 84.68 99.54 87.19 99.86 88.28 99.48
90 85.48 99.44 87.88 99.61 85.57 99.58 87.93 99.87 88.83 99.48
90.5 86.38 99.47 88.53 99.61 86.45 99.60 88.67 99.89 89.40 99.48
91 87.15 99.50 89.10 99.62 87.23 99.62 89.32 99.89 89.91 99.50
91.5 87.90 99.53 89.62 99.68 87.97 99.65 89.94 99.90 90.39 99.62
92 88.93 99.57 90.39 99.71 88.99 99.69 90.79 99.92 91.07 99.67
92.5 89.56 99.60 90.88 99.75 89.62 99.71 91.32 99.92 91.52 99.72
93 90.48 99.64 91.56 99.78 90.53 99.74 92.08 99.94 92.12 99.76
93.5 91.01 99.66 91.99 99.80 91.06 99.76 92.53 99.94 92.51 99.79
94 91.53 99.67 92.41 99.80 91.58 99.77 92.95 99.94 92.91 99.79
94.5 92.03 99.69 92.83 99.80 92.07 99.79 93.36 99.95 93.29 99.79
95 92.94 99.73 93.55 99.80 92.97 99.82 94.12 99.95 93.97 99.79
95.5 93.72 99.75 94.22 99.86 93.76 99.83 94.77 99.96 94.57 99.86
96 94.60 99.78 94.92 99.86 94.63 99.86 95.49 99.97 95.21 99.86
96.5 95.24 99.80 95.49 99.89 95.26 99.87 96.02 99.97 95.76 99.88
97 96.04 99.84 96.22 99.91 96.05 99.90 96.68 99.98 96.46 99.91
97.5 96.57 99.86 96.69 99.93 96.59 99.91 97.12 99.98 96.88 99.93
98 97.33 99.89 97.41 99.93 97.34 99.93 97.76 99.99 97.52 99.93
98.5 97.79 99.90 97.83 99.93 97.80 99.94 98.15 99.99 97.90 99.93
99 98.25 99.92 98.24 99.95 98.25 99.96 98.53 99.99 98.30 99.95
99.5 98.51 99.93 98.53 99.96 98.52 99.96 98.75 99.99 98.56 99.98
100 100.00 100.00 100.00 100.00 100.00 100.00 100.00 100.00 100.00 100.00

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