Methodology
This is a new system for ranking college teams, as far as I know. The basic system is to use the yards per play of the offense and given up by the defense as the metric. I am assuming that most of the time, the offense's objective is to get as many yards as possible, and the defense's objective is to give up as few yards as possible.
With that in mind, I compiled the yards gained and given up per play by all of the college football teams this year. Then, I ran an algorithm to adjust for the opponents--the system of adjusting is known as the simple rating system. The final rating is the yards/play, with the average of the opponents faced added on.
For example: Florida's raw yards per play on offense is 6.46. The average FBS team's offense gains 5.58 yards per play on offense, so Florida's yards per play above average is 0.87. The defenses Florida has faced thus far this season have avereaged giving up 0.47 yards per play less than average, so Florida's adjusted yards per play above average for their offense is 1.35. The same system is used for all teams.
The pace is calculated as the average number of plays per game divided by the average team's number of plays per game.
The source data is from http://web1.ncaa.org/d1mfb/natlRank.jsp. My next project is to figure out a more complex ranking that includes turnovers per play, adjusted for the fact that turnovers do not predict themselves well (they do not autocorrelate well).
Yards Per Play College Football Rankings
< Previous Week |
Rank | Prev | Team |
Offense | Rank | SOS | Rank | Defense | Rank | SOS | Rank | Total | Rank | SOS | Rank | Pace |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 1 | Florida |
1.34 | 3 | 0.32 | 18 | -1.52 | 5 | 0.01 | 61 | 2.86 | 1 | 0.33 | 29 | 93% |
2 | 2 | Alabama |
0.94 | 14 | 0.36 | 14 | -1.76 | 2 | 0.08 | 39 | 2.70 | 2 | 0.44 | 17 | 95% |
3 | 3 | Texas |
0.63 | 26 | 0.40 | 10 | -1.83 | 1 | 0.04 | 48 | 2.46 | 3 | 0.44 | 15 | 105% |
4 | 4 | Cincinnati |
1.84 | 1 | -0.02 | 66 | -0.57 | 28 | -0.09 | 82 | 2.42 | 4 | -0.11 | 73 | 91% |
5 | 5 | TCU |
1.08 | 9 | 0.07 | 53 | -1.08 | 11 | -0.31 | 115 | 2.17 | 5 | -0.24 | 87 | 97% |
6 | 6 | Oklahoma |
0.37 | 37 | 0.33 | 17 | -1.55 | 3 | 0.34 | 8 | 1.92 | 6 | 0.68 | 8 | 107% |
7 | 7 | Oregon |
0.61 | 27 | 0.15 | 38 | -1.23 | 8 | 0.27 | 13 | 1.84 | 7 | 0.42 | 19 | 105% |
8 | 9 | Virginia Tech |
0.88 | 18 | 0.47 | 4 | -0.85 | 16 | 0.04 | 49 | 1.73 | 8 | 0.51 | 13 | 95% |
9 | 13 | Penn St. |
0.84 | 19 | 0.15 | 40 | -0.84 | 17 | -0.20 | 101 | 1.68 | 9 | -0.05 | 67 | 104% |
10 | 14 | Texas Tech |
0.93 | 16 | 0.25 | 23 | -0.71 | 21 | 0.03 | 54 | 1.64 | 10 | 0.29 | 36 | 110% |
11 | 8 | Nebraska |
0.04 | 61 | 0.14 | 41 | -1.55 | 4 | 0.23 | 17 | 1.59 | 11 | 0.37 | 21 | 98% |
12 | 10 | Southern California |
0.92 | 17 | 0.08 | 49 | -0.62 | 26 | 0.09 | 35 | 1.54 | 12 | 0.17 | 46 | 90% |
13 | 12 | Tennessee |
0.57 | 29 | 0.42 | 8 | -0.96 | 14 | 0.31 | 11 | 1.53 | 13 | 0.73 | 5 | 99% |
14 | 17 | Mississippi |
0.67 | 23 | 0.25 | 25 | -0.78 | 19 | 0.04 | 51 | 1.45 | 14 | 0.29 | 34 | 100% |
15 | 11 | Ohio St. |
0.05 | 59 | 0.09 | 47 | -1.38 | 7 | 0.05 | 46 | 1.43 | 15 | 0.14 | 49 | 105% |
16 | 16 | Georgia |
1.00 | 12 | 0.69 | 1 | -0.43 | 33 | 0.08 | 36 | 1.43 | 16 | 0.77 | 4 | 93% |
17 | 15 | Pittsburgh |
0.97 | 13 | -0.05 | 70 | -0.42 | 34 | -0.04 | 73 | 1.40 | 17 | -0.09 | 70 | 85% |
18 | 19 | Auburn |
1.04 | 10 | 0.42 | 7 | -0.27 | 41 | 0.04 | 50 | 1.31 | 18 | 0.46 | 14 | 104% |
19 | 18 | Boise St. |
0.69 | 22 | -0.39 | 109 | -0.54 | 30 | -0.07 | 81 | 1.23 | 19 | -0.46 | 102 | 97% |
20 | 20 | Clemson |
0.10 | 56 | 0.07 | 52 | -1.11 | 9 | 0.15 | 25 | 1.21 | 20 | 0.22 | 41 | 98% |
Rank | Prev | Team |
Offense | Rank | SOS | Rank | Defense | Rank | SOS | Rank | Total | Rank | SOS | Rank | Pace |
21 | 24 | BYU |
0.94 | 15 | -0.07 | 74 | -0.21 | 47 | -0.10 | 84 | 1.15 | 21 | -0.17 | 77 | 99% |
22 | 23 | South Carolina |
0.25 | 46 | 0.47 | 5 | -0.87 | 15 | 0.34 | 9 | 1.12 | 22 | 0.81 | 3 | 96% |
23 | 21 | Miami (FL) |
0.79 | 20 | 0.36 | 13 | -0.26 | 44 | -0.01 | 67 | 1.05 | 23 | 0.35 | 26 | 99% |
24 | 25 | Missouri |
0.29 | 43 | 0.15 | 39 | -0.70 | 23 | 0.09 | 31 | 0.99 | 24 | 0.24 | 40 | 105% |
25 | 22 | LSU |
-0.03 | 66 | 0.40 | 9 | -1.03 | 12 | 0.28 | 12 | 0.99 | 25 | 0.68 | 7 | 96% |
26 | 27 | Oklahoma St. |
0.17 | 52 | 0.09 | 46 | -0.80 | 18 | 0.16 | 23 | 0.97 | 26 | 0.25 | 39 | 103% |
27 | 26 | Michigan St. |
0.75 | 21 | 0.07 | 51 | -0.12 | 54 | -0.01 | 66 | 0.87 | 27 | 0.06 | 55 | 108% |
28 | 34 | West Virginia |
0.43 | 34 | 0.04 | 57 | -0.35 | 38 | 0.02 | 58 | 0.78 | 28 | 0.07 | 54 | 90% |
29 | 28 | Utah |
0.32 | 41 | 0.01 | 60 | -0.45 | 32 | -0.24 | 106 | 0.77 | 29 | -0.23 | 83 | 100% |
30 | 42 | Arkansas |
-0.27 | 76 | 0.28 | 19 | -1.02 | 13 | 0.45 | 2 | 0.75 | 30 | 0.73 | 6 | 96% |
31 | 29 | Stanford |
1.22 | 6 | 0.15 | 37 | 0.47 | 90 | 0.00 | 65 | 0.75 | 31 | 0.14 | 47 | 98% |
32 | 39 | South Fla. |
0.16 | 53 | -0.30 | 97 | -0.58 | 27 | 0.09 | 30 | 0.74 | 32 | -0.21 | 80 | 86% |
33 | 31 | Nevada |
1.62 | 2 | -0.42 | 112 | 0.88 | 106 | -0.05 | 75 | 0.74 | 33 | -0.47 | 103 | 99% |
34 | 30 | Iowa |
-0.35 | 81 | 0.12 | 44 | -1.09 | 10 | 0.02 | 59 | 0.74 | 34 | 0.14 | 48 | 106% |
35 | 32 | Georgia Tech |
1.24 | 4 | 0.33 | 16 | 0.50 | 91 | -0.06 | 79 | 0.74 | 35 | 0.27 | 38 | 95% |
36 | 37 | Arizona |
0.35 | 39 | 0.02 | 59 | -0.33 | 40 | 0.08 | 38 | 0.68 | 36 | 0.10 | 53 | 91% |
37 | 33 | California |
0.60 | 28 | 0.10 | 45 | 0.06 | 62 | -0.06 | 78 | 0.54 | 37 | 0.04 | 58 | 101% |
38 | 40 | Boston College |
-0.23 | 74 | 0.21 | 31 | -0.76 | 20 | -0.04 | 72 | 0.53 | 38 | 0.17 | 44 | 98% |
39 | 41 | Mississippi St. |
0.32 | 42 | 0.48 | 2 | -0.20 | 48 | 0.35 | 7 | 0.51 | 39 | 0.83 | 1 | 99% |
40 | 43 | Oregon St. |
0.21 | 48 | -0.14 | 82 | -0.25 | 46 | 0.17 | 22 | 0.46 | 40 | 0.03 | 59 | 100% |
Rank | Prev | Team |
Offense | Rank | SOS | Rank | Defense | Rank | SOS | Rank | Total | Rank | SOS | Rank | Pace |
41 | 44 | Kansas |
0.37 | 36 | 0.37 | 12 | -0.08 | 56 | 0.00 | 63 | 0.45 | 41 | 0.38 | 20 | 106% |
42 | 38 | Purdue |
0.17 | 51 | 0.14 | 43 | -0.26 | 42 | 0.21 | 19 | 0.43 | 42 | 0.35 | 25 | 113% |
43 | 35 | Wisconsin |
0.18 | 49 | 0.08 | 48 | -0.18 | 50 | -0.04 | 74 | 0.36 | 43 | 0.04 | 57 | 98% |
44 | 45 | Notre Dame |
0.64 | 25 | -0.05 | 72 | 0.29 | 78 | 0.40 | 5 | 0.35 | 44 | 0.35 | 27 | 101% |
45 | 50 | Houston |
1.15 | 8 | -0.16 | 85 | 0.81 | 101 | -0.11 | 85 | 0.33 | 45 | -0.27 | 88 | 116% |
46 | 36 | Baylor |
0.26 | 44 | 0.47 | 3 | -0.07 | 57 | 0.09 | 34 | 0.33 | 46 | 0.56 | 12 | 103% |
47 | 52 | Central Mich. |
0.10 | 55 | -0.37 | 107 | -0.17 | 51 | -0.25 | 107 | 0.27 | 47 | -0.61 | 111 | 99% |
48 | 47 | Kentucky |
-0.08 | 69 | 0.45 | 6 | -0.26 | 43 | 0.23 | 18 | 0.18 | 48 | 0.67 | 9 | 99% |
49 | 56 | North Carolina St. |
0.18 | 50 | 0.07 | 50 | 0.00 | 61 | 0.04 | 52 | 0.18 | 49 | 0.11 | 51 | 100% |
50 | 48 | Connecticut |
0.39 | 35 | 0.27 | 21 | 0.21 | 73 | 0.08 | 37 | 0.17 | 50 | 0.35 | 28 | 92% |
51 | 59 | North Carolina |
-1.22 | 115 | -0.11 | 79 | -1.38 | 6 | 0.05 | 44 | 0.16 | 51 | -0.06 | 68 | 97% |
52 | 65 | Troy |
0.54 | 31 | -0.33 | 103 | 0.41 | 88 | 0.00 | 64 | 0.13 | 52 | -0.34 | 91 | 106% |
53 | 49 | Idaho |
1.01 | 11 | -0.32 | 101 | 0.89 | 107 | -0.02 | 70 | 0.12 | 53 | -0.34 | 92 | 96% |
54 | 46 | UCLA |
-0.26 | 75 | 0.14 | 42 | -0.34 | 39 | 0.18 | 21 | 0.09 | 54 | 0.32 | 30 | 97% |
55 | 62 | Florida St. |
1.22 | 5 | 0.28 | 20 | 1.15 | 113 | 0.09 | 33 | 0.07 | 55 | 0.37 | 23 | 98% |
56 | 61 | Southern Miss. |
0.12 | 54 | -0.35 | 106 | 0.07 | 63 | -0.23 | 105 | 0.04 | 56 | -0.58 | 110 | 105% |
57 | 69 | Texas A&M |
0.33 | 40 | 0.23 | 29 | 0.33 | 81 | 0.09 | 32 | 0.01 | 57 | 0.31 | 31 | 113% |
58 | 58 | Wake Forest |
-0.07 | 68 | -0.10 | 78 | -0.07 | 58 | 0.32 | 10 | 0.00 | 58 | 0.21 | 42 | 101% |
59 | 73 | Buffalo |
0.25 | 47 | -0.16 | 88 | 0.26 | 74 | -0.34 | 116 | -0.01 | 59 | -0.50 | 105 | 101% |
60 | 66 | Middle Tenn. |
-0.44 | 86 | -0.58 | 119 | -0.42 | 35 | -0.20 | 100 | -0.03 | 60 | -0.78 | 116 | 110% |
Rank | Prev | Team |
Offense | Rank | SOS | Rank | Defense | Rank | SOS | Rank | Total | Rank | SOS | Rank | Pace |
61 | 63 | Army |
1.21 | 7 | -0.16 | 87 | 1.24 | 116 | -0.68 | 120 | -0.03 | 61 | -0.85 | 120 | 98% |
62 | 64 | Vanderbilt |
-0.75 | 100 | 0.25 | 24 | -0.66 | 24 | 0.41 | 4 | -0.09 | 62 | 0.66 | 10 | 111% |
63 | 60 | La.-Monroe |
-0.14 | 70 | -0.42 | 113 | -0.04 | 59 | -0.30 | 114 | -0.10 | 63 | -0.73 | 115 | 101% |
64 | 51 | Hawaii |
0.53 | 32 | -0.64 | 120 | 0.68 | 95 | -0.19 | 98 | -0.14 | 64 | -0.83 | 119 | 100% |
65 | 70 | Michigan |
0.02 | 64 | -0.01 | 64 | 0.19 | 72 | 0.04 | 53 | -0.17 | 65 | 0.03 | 60 | 112% |
66 | 55 | Rutgers |
-0.68 | 98 | -0.31 | 99 | -0.49 | 31 | 0.08 | 41 | -0.19 | 66 | -0.23 | 84 | 85% |
67 | 57 | Air Force |
-0.91 | 105 | -0.17 | 89 | -0.71 | 22 | -0.03 | 71 | -0.20 | 67 | -0.20 | 79 | 109% |
68 | 82 | Syracuse |
-0.34 | 79 | 0.26 | 22 | -0.12 | 53 | 0.11 | 28 | -0.22 | 68 | 0.37 | 22 | 93% |
69 | 67 | Minnesota |
-0.50 | 88 | 0.34 | 15 | -0.25 | 45 | 0.03 | 57 | -0.25 | 69 | 0.37 | 24 | 107% |
70 | 71 | Illinois |
0.09 | 57 | 0.24 | 28 | 0.37 | 85 | 0.08 | 40 | -0.27 | 70 | 0.31 | 32 | 92% |
71 | 68 | Colorado St. |
0.02 | 63 | -0.10 | 77 | 0.31 | 80 | 0.09 | 29 | -0.28 | 71 | -0.01 | 64 | 97% |
72 | 86 | UCF |
-0.66 | 96 | -0.27 | 92 | -0.37 | 36 | -0.13 | 90 | -0.29 | 72 | -0.40 | 95 | 99% |
73 | 81 | Kansas St. |
-0.17 | 72 | 0.18 | 35 | 0.12 | 66 | -0.14 | 92 | -0.30 | 73 | 0.04 | 56 | 105% |
74 | 84 | Temple |
-0.67 | 97 | -0.46 | 117 | -0.35 | 37 | -0.25 | 108 | -0.32 | 74 | -0.71 | 114 | 96% |
75 | 78 | UAB |
0.66 | 24 | -0.43 | 115 | 1.03 | 110 | -0.02 | 68 | -0.36 | 75 | -0.45 | 100 | 99% |
76 | 54 | Tulsa |
-0.06 | 67 | -0.25 | 91 | 0.33 | 82 | -0.18 | 96 | -0.39 | 76 | -0.43 | 98 | 106% |
77 | 53 | Fresno St. |
0.55 | 30 | -0.32 | 100 | 0.94 | 108 | 0.13 | 26 | -0.40 | 77 | -0.19 | 78 | 96% |
78 | 74 | Louisville |
-0.31 | 77 | 0.17 | 36 | 0.10 | 65 | 0.27 | 14 | -0.41 | 78 | 0.44 | 16 | 96% |
79 | 87 | Louisiana Tech |
-0.63 | 93 | -0.34 | 105 | -0.19 | 49 | 0.24 | 16 | -0.44 | 79 | -0.11 | 72 | 102% |
80 | 75 | Toledo |
0.47 | 33 | -0.12 | 80 | 0.96 | 109 | -0.54 | 119 | -0.50 | 80 | -0.65 | 113 | 105% |
Rank | Prev | Team |
Offense | Rank | SOS | Rank | Defense | Rank | SOS | Rank | Total | Rank | SOS | Rank | Pace |
81 | 76 | San Diego St. |
-0.36 | 82 | -0.01 | 63 | 0.14 | 67 | -0.21 | 102 | -0.50 | 81 | -0.21 | 81 | 100% |
82 | 90 | Duke |
-0.51 | 89 | -0.06 | 73 | -0.01 | 60 | 0.00 | 62 | -0.50 | 82 | -0.06 | 69 | 101% |
83 | 91 | Indiana |
0.04 | 60 | 0.21 | 32 | 0.55 | 94 | -0.19 | 99 | -0.51 | 83 | 0.01 | 61 | 111% |
84 | 80 | Iowa St. |
-0.16 | 71 | 0.19 | 33 | 0.35 | 84 | 0.02 | 60 | -0.51 | 84 | 0.21 | 43 | 114% |
85 | 72 | Arizona St. |
-1.07 | 109 | 0.01 | 61 | -0.55 | 29 | 0.26 | 15 | -0.52 | 85 | 0.27 | 37 | 91% |
86 | 77 | Washington |
0.26 | 45 | 0.38 | 11 | 0.78 | 99 | 0.44 | 3 | -0.52 | 86 | 0.81 | 2 | 87% |
87 | 85 | Northern Ill. |
-0.36 | 83 | -0.45 | 116 | 0.17 | 69 | -0.37 | 117 | -0.53 | 87 | -0.81 | 118 | 90% |
88 | 95 | North Texas |
-0.02 | 65 | -0.40 | 110 | 0.52 | 93 | -0.12 | 87 | -0.55 | 88 | -0.51 | 107 | 104% |
89 | 92 | Virginia |
-1.22 | 114 | 0.24 | 27 | -0.62 | 25 | 0.05 | 47 | -0.60 | 89 | 0.29 | 35 | 101% |
90 | 79 | SMU |
-0.31 | 78 | -0.49 | 118 | 0.30 | 79 | -0.13 | 91 | -0.61 | 90 | -0.62 | 112 | 102% |
91 | 83 | Ohio |
-0.79 | 103 | -0.21 | 90 | -0.16 | 52 | -0.30 | 113 | -0.63 | 91 | -0.51 | 106 | 99% |
92 | 100 | East Carolina |
-0.46 | 87 | -0.14 | 83 | 0.18 | 70 | -0.28 | 110 | -0.64 | 92 | -0.42 | 97 | 101% |
93 | 97 | Northwestern |
-0.57 | 90 | -0.03 | 68 | 0.08 | 64 | -0.12 | 88 | -0.65 | 93 | -0.14 | 74 | 114% |
94 | 88 | UTEP |
0.08 | 58 | -0.33 | 104 | 0.80 | 100 | -0.12 | 89 | -0.73 | 94 | -0.45 | 101 | 105% |
95 | 96 | Navy |
-0.35 | 80 | -0.07 | 75 | 0.41 | 87 | -0.29 | 112 | -0.75 | 95 | -0.36 | 93 | 95% |
96 | 94 | Utah St. |
0.04 | 62 | -0.28 | 94 | 0.86 | 103 | 0.05 | 45 | -0.82 | 96 | -0.24 | 85 | 107% |
97 | 93 | Kent St. |
-0.76 | 101 | -0.29 | 95 | 0.15 | 68 | -0.51 | 118 | -0.92 | 97 | -0.80 | 117 | 102% |
98 | 89 | Arkansas St. |
-0.63 | 94 | -0.16 | 84 | 0.29 | 77 | -0.28 | 111 | -0.92 | 98 | -0.44 | 99 | 87% |
99 | 99 | Bowling Green |
-0.18 | 73 | 0.05 | 55 | 0.74 | 97 | -0.21 | 103 | -0.92 | 99 | -0.16 | 76 | 104% |
100 | 98 | Colorado |
-1.04 | 108 | 0.23 | 30 | -0.09 | 55 | 0.20 | 20 | -0.94 | 100 | 0.43 | 18 | 103% |
Rank | Prev | Team |
Offense | Rank | SOS | Rank | Defense | Rank | SOS | Rank | Total | Rank | SOS | Rank | Pace |
101 | 101 | Akron |
-0.78 | 102 | -0.05 | 71 | 0.18 | 71 | -0.19 | 97 | -0.96 | 101 | -0.24 | 86 | 97% |
102 | 105 | Marshall |
-0.71 | 99 | -0.28 | 93 | 0.34 | 83 | -0.12 | 86 | -1.05 | 102 | -0.40 | 96 | 99% |
103 | 102 | Maryland |
-0.65 | 95 | 0.19 | 34 | 0.51 | 92 | -0.02 | 69 | -1.16 | 103 | 0.17 | 45 | 100% |
104 | 106 | New Mexico |
-0.82 | 104 | -0.01 | 65 | 0.45 | 89 | -0.14 | 93 | -1.27 | 104 | -0.15 | 75 | 105% |
105 | 103 | Miami (OH) |
-0.95 | 106 | -0.02 | 67 | 0.39 | 86 | 0.03 | 56 | -1.34 | 105 | 0.01 | 62 | 112% |
106 | 107 | Wyoming |
-1.17 | 112 | 0.05 | 56 | 0.26 | 75 | -0.05 | 76 | -1.44 | 106 | 0.00 | 63 | 104% |
107 | 110 | Western Mich. |
-0.62 | 92 | -0.40 | 111 | 0.88 | 104 | -0.17 | 95 | -1.50 | 107 | -0.57 | 108 | 106% |
108 | 109 | Ball St. |
-1.24 | 117 | -0.42 | 114 | 0.29 | 76 | -0.06 | 77 | -1.53 | 108 | -0.48 | 104 | 97% |
109 | 104 | Fla. Atlantic |
0.36 | 38 | 0.06 | 54 | 1.89 | 119 | -0.10 | 83 | -1.53 | 109 | -0.04 | 66 | 93% |
110 | 108 | Memphis |
-0.43 | 85 | -0.09 | 76 | 1.16 | 114 | 0.07 | 43 | -1.59 | 110 | -0.03 | 65 | 104% |
111 | 111 | UNLV |
-0.42 | 84 | 0.00 | 62 | 1.19 | 115 | 0.13 | 27 | -1.61 | 111 | 0.13 | 50 | 100% |
112 | 113 | La.-Lafayette |
-1.03 | 107 | -0.30 | 96 | 0.71 | 96 | -0.28 | 109 | -1.74 | 112 | -0.58 | 109 | 102% |
113 | 112 | Tulane |
-1.09 | 110 | -0.30 | 98 | 0.88 | 105 | 0.03 | 55 | -1.97 | 113 | -0.27 | 89 | 97% |
114 | 115 | San Jose St. |
-1.32 | 118 | -0.33 | 102 | 0.75 | 98 | 0.64 | 1 | -2.08 | 114 | 0.31 | 33 | 87% |
115 | 116 | FIU |
-1.19 | 113 | 0.03 | 58 | 1.14 | 112 | 0.07 | 42 | -2.33 | 115 | 0.10 | 52 | 108% |
116 | 114 | Washington St. |
-1.10 | 111 | 0.25 | 26 | 1.34 | 117 | 0.39 | 6 | -2.44 | 116 | 0.64 | 11 | 98% |
117 | 117 | Rice |
-1.42 | 119 | -0.03 | 69 | 1.05 | 111 | -0.07 | 80 | -2.46 | 117 | -0.11 | 71 | 104% |
118 | 119 | Western Ky. |
-0.60 | 91 | -0.16 | 86 | 2.02 | 120 | -0.22 | 104 | -2.62 | 118 | -0.38 | 94 | 90% |
119 | 120 | Eastern Mich. |
-1.23 | 116 | -0.13 | 81 | 1.68 | 118 | -0.15 | 94 | -2.91 | 119 | -0.28 | 90 | 92% |
120 | 118 | New Mexico St. |
-2.09 | 120 | -0.38 | 108 | 0.83 | 102 | 0.15 | 24 | -2.91 | 120 | -0.23 | 82 | 94% |