Match scheduling algorithm and team numbers

[Joe Ross]

In the Galileo thread, team 25 used the MatchMaker (http://www.idleloop.com/matchmaker/) software to generate schedules (http://www.chiefdelphi.com/forums/showpost.php?p=733943&postcount=49) so they could see what type of matches they were in for. They noticed that they rarely played someone with a team number above 1500. Since I had software to generate and analyze (http://www.chiefdelphi.com/forums/showpost.php?p=735425&postcount=165) a bunch of random matches I used it to count the number or times a team is a in a match with another team.

Across the top row and down the first column are the teams in the order in which I passed them to the MatchMaker software. The intersection of two team numbers in the number of times they were in a match together (either on the same alliance or opposing alliances). As you can see, teams that were close to each other in the initial list play a lot more then teams on opposite ends of the list (this was for 200 match schedules).

1114 103 330 217 40 254 494 25 1717 121 469 1629 234 148 343 65 2046 176 1540 195 88 70 291 1450 2468 2062 716 1503 1816 932 48 384 694 1089 1983 316 548 2165 1676 364 84 1366 134 1023 2487 180 812 2237 2638 425 2340 894 1319 2549 612 2564 597 980 2437 1038 8 302 457 1138 1739 399 1758 2599 2023 115 1885 1296 1212 2423 1390 839 226 168 2354 1254 1523 2621 1576 509 1595
1114 0 190 196 187 211 197 206 210 201 196 194 199 182 191 180 169 154 154 148 143 156 146 114 129 112 114 127 105 105 91 81 97 93 75 86 68 79 59 77 54 54 53 50 44 35 30 36 45 32 25 34 35 27 32 24 34 29 32 37 25 30 26 23 29 32 32 31 30 35 33 38 52 41 44 37 44 48 50 50 41 44 50 46 52 58
103 190 0 186 177 217 194 193 200 212 186 189 193 189 193 178 160 165 159 163 151 145 127 126 139 140 113 128 109 96 99 90 98 89 80 82 78 66 68 69 67 49 49 50 47 51 37 38 39 32 39 34 33 37 20 28 32 27 25 29 30 20 22 27 27 19 31 43 23 38 34 33 40 37 32 40 38 41 50 47 42 49 39 55 44 54
330 196 186 0 176 200 201 209 191 207 176 184 194 179 193 175 168 187 168 145 148 148 142 132 144 131 110 120 107 112 109 94 95 92 84 71 74 75 67 56 59 65 41 49 55 41 43 31 40 39 32 39 46 42 21 25 31 36 27 31 29 26 17 27 30 30 41 21 37 31 33 40 42 46 38 51 37 41 36 40 35 43 52 46 52 35
217 187 177 176 0 190 176 197 188 189 188 180 194 176 189 188 163 179 171 154 151 149 144 132 128 133 117 101 105 122 107 108 103 70 74 78 65 84 81 79 53 55 48 48 55 60 37 38 38 40 39 27 36 32 39 33 20 26 23 23 26 25 29 26 33 27 27 30 34 36 33 42 49 46 46 38 31 41 35 39 40 32 47 49 47 54
40 211 217 200 190 0 215 224 193 210 194 215 200 193 190 191 188 185 168 167 157 161 142 140 132 149 124 131 126 113 93 119 112 87 79 84 71 78 65 71 61 45 39 66 53 40 42 29 29 35 39 33 26 22 24 23 34 19 28 25 22 18 26 25 25 24 28 23 17 25 38 24 36 32 41 39 33 32 26 32 41 40 32 40 50 44
254 197 194 201 176 215 0 214 235 209 216 237 221 218 196 196 207 202 182 183 184 161 188 148 156 140 132 126 132 108 122 108 123 98 87 81 75 59 83 63 54 51 33 40 48 38 33 24 36 36 30 30 18 25 20 29 18 17 16 12 17 19 15 16 24 17 13 16 11 20 24 18 23 27 23 26 20 26 34 22 31 34 33 37 37 46
494 206 193 209 197 224 214 0 231 214 219 210 212 206 181 187 203 209 187 167 187 159 158 162 146 134 126 134 118 110 105 110 111 115 94 78 70 85 84 77 55 65 46 50 50 40 39 31 36 24 32 27 26 22 19 17 25 21 18 21 19 12 16 20 14 25 12 14 12 23 19 16 21 16 19 23 23 30 28 17 32 32 26 28 30 32
25 210 200 191 188 193 235 231 0 239 200 219 203 219 204 191 198 206 181 176 187 156 178 169 148 141 139 129 105 121 109 108 108 103 94 83 81 87 69 69 75 51 50 49 39 47 41 25 33 27 29 29 27 25 16 17 23 25 19 11 10 15 15 14 15 14 13 15 15 14 13 19 23 20 25 22 29 25 30 28 24 30 32 35 34 35
1717 201 212 207 189 210 209 214 239 0 216 210 205 189 201 209 190 199 184 171 172 155 157 157 139 146 138 143 114 102 114 109 115 107 83 88 80 68 70 77 61 55 43 56 50 47 35 32 45 27 40 31 32 24 28 29 22 28 20 14 16 14 14 16 19 19 16 15 9 11 23 22 30 25 23 25 22 16 22 26 22 25 23 31 29 39
121 196 186 176 188 194 216 219 200 216 0 205 188 207 182 200 173 195 171 177 171 158 156 150 156 143 139 147 117 115 123 118 108 109 88 92 99 86 80 83 53 64 60 58 59 63 49 47 32 38 33 33 45 26 22 20 12 10 18 16 16 10 10 14 18 15 24 13 19 15 16 16 19 16 20 26 22 22 21 25 20 31 25 28 31 23
469 194 189 184 180 215 237 210 219 210 205 0 225 207 206 204 198 194 189 164 165 151 163 153 152 150 145 130 137 118 123 113 111 103 93 98 86 88 81 69 77 61 49 55 53 41 45 43 32 34 40 31 25 23 19 30 14 21 15 18 18 9 17 12 19 15 18 18 13 18 10 17 25 19 19 24 17 19 32 24 25 30 29 37 26 25
1629 199 193 194 194 200 221 212 203 205 188 225 0 205 192 196 190 196 187 174 183 168 166 144 138 121 146 138 116 115 127 113 107 107 99 92 78 83 86 79 59 66 57 46 53 55 49 41 37 34 33 24 28 35 22 21 20 27 12 12 20 13 14 23 17 17 13 11 15 14 19 21 30 25 32 19 21 26 28 27 21 32 35 37 30 34
234 182 189 179 176 193 218 206 219 189 207 207 205 0 204 188 191 169 183 174 182 154 161 155 136 149 146 134 129 119 121 127 123 105 100 92 83 68 85 77 58 57 54 55 52 54 47 37 39 35 43 32 19 26 23 19 27 21 24 24 11 19 18 17 21 17 20 16 18 13 19 20 27 17 22 19 20 18 21 30 21 24 26 25 31 34
148 191 193 193 189 190 196 181 204 201 182 206 192 204 0 192 176 181 167 180 181 155 162 150 142 146 133 136 127 109 121 114 111 95 104 94 95 89 82 76 73 69 62 57 50 59 41 41 47 35 37 29 35 27 27 28 24 24 18 26 24 17 18 19 21 16 17 19 20 21 16 21 22 24 15 22 19 22 22 22 27 21 29 31 23 23
343 180 178 175 188 191 196 187 191 209 200 204 196 188 192 0 181 191 180 165 172 157 142 158 154 154 144 133 127 138 122 120 131 103 95 92 84 100 93 71 70 55 58 63 60 64 51 57 45 40 39 38 38 24 30 23 23 26 9 14 17 12 18 20 16 24 19 16 13 12 13 15 25 23 14 19 16 24 23 23 23 27 21 26 24 28
65 169 160 168 163 188 207 203 198 190 173 198 190 191 176 181 0 189 176 159 189 159 154 160 143 137 149 158 141 111 141 125 124 124 98 120 87 85 71 91 91 76 68 63 58 59 45 50 48 31 41 41 41 25 35 32 27 27 24 20 19 15 20 19 24 13 16 13 13 9 21 24 16 17 13 16 21 15 15 18 16 22 22 23 19 18
2046 154 165 187 179 185 202 209 206 199 195 194 196 169 181 191 189 0 173 177 170 140 156 153 152 147 136 143 135 137 134 120 124 119 116 107 101 102 104 90 81 68 62 62 61 66 50 44 49 58 32 28 31 34 28 31 24 25 24 22 19 10 20 17 25 17 16 7 19 15 28 22 26 25 19 20 13 23 17 21 18 26 32 20 20 28
176 154 159 168 171 168 182 187 181 184 171 189 187 183 167 180 176 173 0 180 160 167 158 155 142 126 122 153 139 123 124 134 127 128 105 105 107 90 87 73 86 70 74 73 72 73 77 58 47 43 54 39 50 35 27 28 30 32 25 22 25 21 16 25 17 12 20 9 21 19 17 14 18 22 17 19 17 25 17 23 20 18 17 21 22 18
1540 148 163 145 154 167 183 167 176 171 177 164 174 174 180 165 159 177 180 0 168 163 155 144 148 128 148 153 139 134 120 140 129 127 108 99 96 95 101 90 86 88 68 79 75 69 61 61 52 62 43 43 42 28 38 29 32 21 27 19 19 23 21 23 23 21 10 14 19 17 10 18 11 14 17 15 16 21 19 19 18 15 15 22 21 17
195 143 151 148 151 157 184 187 187 172 171 165 183 182 181 172 189 170 160 168 0 166 133 144 147 154 150 143 126 117 132 134 118 103 102 107 97 98 101 101 78 76 70 62 81 75 55 56 52 57 45 50 41 36 45 35 35 37 31 32 30 23 22 22 26 13 23 10 15 12 11 16 20 18 12 12 19 17 18 13 12 18 15 19 16 15
88 156 145 148 149 161 161 159 156 155 158 151 168 154 155 157 159 140 167 163 166 0 160 144 147 138 136 140 135 137 108 131 125 132 111 116 105 107 102 116 91 88 95 78 86 79 75 54 70 60 58 51 43 48 50 37 32 35 37 28 25 26 28 26 23 12 16 22 16 24 15 19 8 23 14 18 12 16 13 17 15 16 12 17 17 22
70 146 127 142 144 142 188 158 178 157 156 163 166 161 162 142 154 156 158 155 133 160 0 159 134 144 125 140 135 135 136 131 128 123 121 127 104 113 100 96 86 110 78 78 85 76 68 64 72 60 62 54 50 44 40 45 40 40 25 42 33 27 31 24 20 16 19 19 19 18 14 14 15 15 23 13 15 13 19 16 13 15 11 18 16 16
291 114 126 132 132 140 148 162 169 157 150 153 144 155 150 158 160 153 155 144 144 144 159 0 144 125 147 141 129 145 132 133 125 128 120 113 114 109 99 105 101 87 92 96 102 83 73 81 72 73 72 60 67 49 45 33 43 28 28 31 31 29 23 29 30 23 16 21 18 22 16 14 15 14 13 15 18 24 11 11 15 10 16 19 18 15
1450 129 139 144 128 132 156 146 148 139 156 152 138 136 142 154 143 152 142 148 147 147 134 144 0 148 139 143 127 142 134 124 128 116 121 121 127 103 110 109 109 88 86 88 75 86 79 79 81 66 77 57 51 51 39 50 40 38 32 38 37 29 27 35 29 32 15 18 21 20 14 24 20 22 19 16 17 17 19 18 17 21 16 21 19 19
2468 112 140 131 133 149 140 134 141 146 143 150 121 149 146 154 137 147 126 128 154 138 144 125 148 0 133 153 122 137 121 129 138 107 110 115 120 114 121 114 109 108 101 90 104 81 91 78 56 62 64 64 64 52 57 36 52 40 39 35 23 42 36 29 30 31 25 26 27 22 13 20 21 30 17 18 9 20 17 18 21 23 19 21 12 17
2062 114 113 110 117 124 132 126 139 138 139 145 146 146 133 144 149 136 122 148 150 136 125 147 139 133 0 121 133 139 120 148 129 118 122 128 109 118 121 99 108 112 104 97 103 84 88 87 69 77 79 69 67 71 52 53 49 40 39 43 52 33 30 35 38 23 25 20 26 25 18 16 19 14 20 19 14 14 18 17 18 20 13 15 24 22
716 127 128 120 101 131 126 134 129 143 147 130 138 134 136 133 158 143 153 153 143 140 140 141 143 153 121 0 140 120 121 122 113 138 121 126 108 109 111 110 105 108 98 77 103 91 90 84 62 75 75 62 66 70 51 59 50 49 38 49 43 42 35 40 35 34 18 19 26 26 18 22 18 22 26 15 14 18 28 24 14 18 18 16 12 18
1503 105 109 107 105 126 132 118 105 114 117 137 116 129 127 127 141 135 139 139 126 135 135 129 127 122 133 140 0 150 117 136 126 129 119 131 119 131 114 128 109 114 107 106 93 99 90 91 85 80 80 71 68 73 62 65 66 41 44 49 43 33 45 40 35 26 31 33 28 26 27 25 18 20 14 20 12 19 18 24 12 25 25 17 21 10
1816 105 96 112 122 113 108 110 121 102 115 118 115 119 109 138 111 137 123 134 117 137 135 145 142 137 139 120 150 0 124 138 121 145 115 120 121 127 129 117 124 116 119 101 99 77 96 89 91 75 88 68 74 76 63 68 54 59 60 50 40 50 36 54 34 29 32 29 22 22 27 26 20 19 18 18 24 22 17 20 23 20 21 22 23 13
932 91 99 109 107 93 122 105 109 114 123 123 127 121 121 122 141 134 124 120 132 108 136 132 134 121 120 121 117 124 0 125 115 118 141 129 131 119 118 122 116 111 113 108 110 105 94 92 92 85 81 71 81 77 65 64 71 62 48 52 55 51 36 44 45 33 32 28 26 23 29 37 24 22 20 20 27 21 20 16 31 22 23 20 21 18
48 81 90 94 108 119 108 110 108 109 118 113 113 127 114 120 125 120 134 140 134 131 131 133 124 129 148 122 136 138 125 0 142 134 122 140 117 119 127 118 109 112 95 119 105 108 90 88 87 95 76 72 84 67 61 52 52 58 64 60 50 46 44 47 38 37 36 26 32 30 27 32 19 25 15 25 15 26 25 18 22 18 19 19 28 16
384 97 98 95 103 112 123 111 108 115 108 111 107 123 111 131 124 124 127 129 118 125 128 125 128 138 129 113 126 121 115 142 0 132 131 133 129 111 129 114 100 125 97 98 98 97 106 88 103 88 74 75 77 85 77 68 67 53 61 54 46 61 41 54 38 50 32 33 34 28 27 36 24 20 29 24 19 23 21 21 16 14 23 17 25 19
694 93 89 92 70 87 98 115 103 107 109 103 107 105 95 103 124 119 128 127 103 132 123 128 116 107 118 138 129 145 118 134 132 0 133 133 126 119 118 111 122 111 97 114 101 104 95 113 99 93 100 76 90 84 71 77 77 66 65 56 70 54 44 53 43 48 32 28 43 38 37 30 31 26 27 29 25 33 24 25 13 20 26 27 22 14
1089 75 80 84 74 79 87 94 94 83 88 93 99 100 104 95 98 116 105 108 102 111 121 120 121 110 122 121 119 115 141 122 131 133 0 147 109 130 128 127 117 118 112 115 116 112 112 107 95 89 94 99 92 83 81 82 83 77 76 64 80 74 65 50 51 50 52 40 38 37 37 41 28 31 38 33 28 37 31 23 29 26 23 19 30 19
1983 86 82 71 78 84 81 78 83 88 92 98 92 92 94 92 120 107 105 99 107 116 127 113 121 115 128 126 131 120 129 140 133 133 147 0 127 135 120 130 125 128 110 129 117 109 111 118 80 97 103 94 92 78 80 80 73 80 62 77 57 71 66 54 48 56 44 37 43 45 33 25 31 27 24 32 29 32 22 27 22 27 32 23 17 18
316 68 78 74 65 71 75 70 81 80 99 86 78 83 95 84 87 101 107 96 97 105 104 114 127 120 109 108 119 121 131 117 129 126 109 127 0 134 124 125 129 118 118 118 117 104 125 125 95 111 109 95 98 92 91 95 72 84 77 73 69 72 76 76 60 48 52 47 48 48 35 32 34 51 29 39 38 40 28 28 32 29 29 37 27 26
548 79 66 75 84 78 59 85 87 68 86 88 83 68 89 100 85 102 90 95 98 107 113 109 103 114 118 109 131 127 119 119 111 119 130 135 134 0 110 119 123 118 121 100 131 112 114 125 99 122 107 108 108 95 93 74 92 92 84 74 69 72 62 60 69 58 53 52 45 46 46 44 34 34 39 28 33 38 34 32 38 29 28 32 25 26
2165 59 68 67 81 65 83 84 69 70 80 81 86 85 82 93 71 104 87 101 101 102 100 99 110 121 121 111 114 129 118 127 129 118 128 120 124 110 0 117 116 134 113 127 130 114 114 117 95 114 99 100 116 102 95 83 78 89 67 73 74 71 77 68 66 53 52 53 53 51 59 44 46 45 38 37 43 30 31 45 29 34 25 27 27 31
1676 77 69 56 79 71 63 77 69 77 83 69 79 77 76 71 91 90 73 90 101 116 96 105 109 114 99 110 128 117 122 118 114 111 127 130 125 119 117 0 119 109 118 104 110 112 113 128 108 114 121 106 102 94 116 102 92 87 88 90 73 69 73 73 65 61 61 60 47 64 58 38 40 37 47 36 49 41 36 30 43 40 26 27 29 29
364 54 67 59 53 61 54 55 75 61 53 77 59 58 73 70 91 81 86 86 78 91 86 101 109 109 108 105 109 124 116 109 100 122 117 125 129 123 116 119 0 96 122 115 121 126 123 143 105 106 109 112 104 120 107 106 97 84 88 89 95 79 83 70 77 73 60 64 63 40 59 56 55 52 53 48 44 51 39 37 57 51 39 29 46 38
84 54 49 65 55 45 51 65 51 55 64 61 66 57 69 55 76 68 70 88 76 88 110 87 88 108 112 108 114 116 111 112 125 111 118 128 118 118 134 109 96 0 119 129 126 126 116 113 108 122 117 115 102 117 109 99 116 102 87 88 93 89 84 80 76 78 57 71 69 72 68 59 50 42 64 54 46 49 60 44 52 35 41 34 38 33
1366 53 49 41 48 39 33 46 50 43 60 49 57 54 62 58 68 62 74 68 70 95 78 92 86 101 104 98 107 119 113 95 97 97 112 110 118 121 113 118 122 119 0 128 121 140 116 119 131 124 115 119 111 118 114 109 118 104 98 98 107 91 96 90 87 82 80 79 85 63 68 67 57 59 58 54 46 45 46 48 55 45 60 47 52 51
134 50 50 49 48 66 40 50 49 56 58 55 46 55 57 63 63 62 73 79 62 78 78 96 88 90 97 77 106 101 108 119 98 114 115 129 118 100 127 104 115 129 128 0 114 128 129 129 114 124 118 126 115 125 113 102 104 100 103 95 97 96 83 82 76 66 81 71 82 66 76 72 66 52 50 57 61 59 59 61 61 47 51 45 51 47
1023 44 47 55 55 53 48 50 39 50 59 53 53 52 50 60 58 61 72 75 81 86 85 102 75 104 103 103 93 99 110 105 98 101 116 117 117 131 130 110 121 126 121 114 0 111 122 118 113 120 117 130 116 112 110 101 105 108 101 98 103 106 100 85 80 92 82 77 70 72 59 75 45 63 59 60 59 62 60 57 43 47 50 48 48 34
2487 35 51 41 60 40 38 40 47 47 63 41 55 54 59 64 59 66 73 69 75 79 76 83 86 81 84 91 99 77 105 108 97 104 112 109 104 112 114 112 126 126 140 128 111 0 130 120 118 128 129 117 118 102 118 115 110 119 98 119 91 87 89 91 91 77 83 92 85 80 80 65 59 74 59 72 71 55 34 60 56 52 70 50 48 47
180 30 37 43 37 42 33 39 41 35 49 45 49 47 41 51 45 50 77 61 55 75 68 73 79 91 88 90 90 96 94 90 106 95 112 111 125 114 114 113 123 116 116 129 122 130 0 137 115 122 112 132 104 115 139 132 102 117 114 120 100 100 99 93 91 94 85 93 87 82 77 75 65 77 67 68 73 74 71 71 64 60 51 54 54 47
812 36 38 31 38 29 24 31 25 32 47 43 41 37 41 57 50 44 58 61 56 54 64 81 79 78 87 84 91 89 92 88 88 113 107 118 125 125 117 128 143 113 119 129 118 120 137 0 131 130 117 123 122 124 118 121 111 101 106 114 107 99 92 101 94 97 91 101 96 87 87 88 69 77 80 69 66 66 46 74 66 73 57 59 70 64
2237 45 39 40 38 29 36 36 33 45 32 32 37 39 47 45 48 49 47 52 52 70 72 72 81 56 69 62 85 91 92 87 103 99 95 80 95 99 95 108 105 108 131 114 113 118 115 131 0 125 116 121 123 120 131 102 116 107 122 115 124 118 115 117 94 105 89 95 103 102 80 85 81 78 93 83 82 86 66 80 94 82 74 59 69 81
2638 32 32 39 40 35 36 24 27 27 38 34 34 35 35 40 31 58 43 62 57 60 60 73 66 62 77 75 80 75 85 95 88 93 89 97 111 122 114 114 106 122 124 124 120 128 122 130 125 0 121 117 115 131 111 125 119 122 114 120 116 118 110 105 92 106 97 96 96 79 91 105 85 86 76 98 91 73 83 73 71 71 76 72 76 67
425 25 39 32 39 39 30 32 29 40 33 40 33 43 37 39 41 32 54 43 45 58 62 72 77 64 79 75 80 88 81 76 74 100 94 103 109 107 99 121 109 117 115 118 117 129 112 117 116 121 0 129 128 126 119 121 108 113 109 111 126 111 131 103 100 93 93 110 110 90 85 96 75 93 105 74 95 72 86 92 75 77 70 76 88 75
2340 34 34 39 27 33 30 27 29 31 33 31 24 32 29 38 41 28 39 43 50 51 54 60 57 64 69 62 71 68 71 72 75 76 99 94 95 108 100 106 112 115 119 126 130 117 132 123 121 117 129 0 123 116 119 128 126 132 128 128 108 120 120 120 105 132 113 116 115 96 104 109 88 91 99 92 80 90 82 87 88 79 81 68 88 64
894 35 33 46 36 26 18 26 27 32 45 25 28 19 35 38 41 31 50 42 41 43 50 67 51 64 67 66 68 74 81 84 77 90 92 92 98 108 116 102 104 102 111 115 116 118 104 122 123 115 128 123 0 135 121 134 125 118 114 114 117 121 120 131 124 113 113 110 100 107 103 104 99 103 100 100 87 82 87 93 82 71 79 86 76 86
1319 27 37 42 32 22 25 22 25 24 26 23 35 26 27 24 25 34 35 28 36 48 44 49 51 52 71 70 73 76 77 67 85 84 83 78 92 95 102 94 120 117 118 125 112 102 115 124 120 131 126 116 135 0 139 108 134 112 116 134 122 129 122 144 107 116 125 119 121 115 103 104 105 82 102 96 96 94 96 102 96 82 83 82 87 100
2549 32 20 21 39 24 20 19 16 28 22 19 22 23 27 30 35 28 27 38 45 50 40 45 39 57 52 51 62 63 65 61 77 71 81 80 91 93 95 116 107 109 114 113 110 118 139 118 131 111 119 119 121 139 0 145 129 112 135 119 121 123 119 120 125 119 125 106 115 105 117 110 103 103 116 116 112 121 100 107 94 105 88 98 106 94
612 24 28 25 33 23 29 17 17 29 20 30 21 19 28 23 32 31 28 29 35 37 45 33 50 36 53 59 65 68 64 52 68 77 82 80 95 74 83 102 106 99 109 102 101 115 132 121 102 125 121 128 134 108 145 0 128 138 137 139 130 138 145 134 130 125 115 114 120 115 123 114 120 108 112 92 116 119 102 100 103 100 101 103 107 80
2564 34 32 31 20 34 18 25 23 22 12 14 20 27 24 23 27 24 30 32 35 32 40 43 40 52 49 50 66 54 71 52 67 77 83 73 72 92 78 92 97 116 118 104 105 110 102 111 116 119 108 126 125 134 129 128 0 124 129 126 118 128 133 128 127 146 125 132 120 138 129 133 111 107 108 106 106 101 105 128 122 106 106 105 103 112
597 29 27 36 26 19 17 21 25 28 10 21 27 21 24 26 27 25 32 21 37 35 40 28 38 40 40 49 41 59 62 58 53 66 77 80 84 92 89 87 84 102 104 100 108 119 117 101 107 122 113 132 118 112 112 138 124 0 135 135 121 122 116 115 136 129 140 139 121 108 135 129 131 129 133 120 119 115 124 120 122 114 119 119 104 120
980 32 25 27 23 28 16 18 19 20 18 15 12 24 18 9 24 24 25 27 31 37 25 28 32 39 39 38 44 60 48 64 61 65 76 62 77 84 67 88 88 87 98 103 101 98 114 106 122 114 109 128 114 116 135 137 129 135 0 140 122 121 139 135 122 147 118 128 134 130 137 110 136 137 139 132 141 133 131 131 116 126 134 127 107 124
2437 37 29 31 23 25 12 21 11 14 16 18 12 24 26 14 20 22 22 19 32 28 42 31 38 35 43 49 49 50 52 60 54 56 64 77 73 74 73 90 89 88 98 95 98 119 120 114 115 120 111 128 114 134 119 139 126 135 140 0 139 135 125 132 133 127 146 115 125 126 124 139 127 128 146 127 138 119 116 122 153 124 132 109 109 116
1038 25 30 29 26 22 17 19 10 16 16 18 20 11 24 17 19 19 25 19 30 25 33 31 37 23 52 43 43 40 55 50 46 70 80 57 69 69 74 73 95 93 107 97 103 91 100 107 124 116 126 108 117 122 121 130 118 121 122 139 0 138 140 134 142 150 140 146 132 136 128 122 145 129 124 135 137 125 114 132 131 136 127 135 125 158
8 30 20 26 25 18 19 12 15 14 10 9 13 19 17 12 15 10 21 23 23 26 27 29 29 42 33 42 33 50 51 46 61 54 74 71 72 72 71 69 79 89 91 96 106 87 100 99 118 118 111 120 121 129 123 138 128 122 121 135 138 0 135 143 133 131 153 137 141 132 151 146 127 141 145 147 140 146 136 143 150 143 116 120 139 133
302 26 22 17 29 26 15 16 15 14 10 17 14 18 18 18 20 20 16 21 22 28 31 23 27 36 30 35 45 36 36 44 41 44 65 66 76 62 77 73 83 84 96 83 100 89 99 92 115 110 131 120 120 122 119 145 133 116 139 125 140 135 0 145 144 147 142 139 148 137 145 128 137 137 144 130 145 143 137 139 138 153 148 142 146 141
457 23 27 27 26 25 16 20 14 16 14 12 23 17 19 20 19 17 25 23 22 26 24 29 35 29 35 40 40 54 44 47 54 53 50 54 76 60 68 73 70 80 90 82 85 91 93 101 117 105 103 120 131 144 120 134 128 115 135 132 134 143 145 0 154 123 129 154 141 153 149 149 144 140 154 145 135 146 127 136 122 140 114 166 146 139
1138 29 27 30 33 25 24 14 15 19 18 19 17 21 21 16 24 25 17 23 26 23 20 30 29 30 38 35 35 34 45 38 38 43 51 48 60 69 66 65 77 76 87 76 80 91 91 94 94 92 100 105 124 107 125 130 127 136 122 133 142 133 144 154 0 157 149 150 144 143 145 138 156 148 143 157 143 153 137 157 158 141 164 149 150 138
1739 32 19 30 27 24 17 25 14 19 15 15 17 17 16 24 13 17 12 21 13 12 16 23 32 31 23 34 26 29 33 37 50 48 50 56 48 58 53 61 73 78 82 66 92 77 94 97 105 106 93 132 113 116 119 125 146 129 147 127 150 131 147 123 157 0 149 157 148 153 153 155 162 147 153 156 156 162 166 144 148 150 156 149 149 155
399 32 31 41 27 28 13 12 13 16 24 18 13 20 17 19 16 16 20 10 23 16 19 16 15 25 25 18 31 32 32 36 32 32 52 44 52 53 52 61 60 57 80 81 82 83 85 91 89 97 93 113 113 125 125 115 125 140 118 146 140 153 142 129 149 149 0 154 144 156 160 164 172 165 163 152 163 154 162 160 155 163 178 162 166 175
1758 31 43 21 30 23 16 14 15 15 13 18 11 16 19 16 13 7 9 14 10 22 19 21 18 26 20 19 33 29 28 26 33 28 40 37 47 52 53 60 64 71 79 71 77 92 93 101 95 96 110 116 110 119 106 114 132 139 128 115 146 137 139 154 150 157 154 0 160 177 165 163 168 154 171 180 163 176 158 158 165 158 169 164 160 161
2599 30 23 37 34 17 11 12 15 9 19 13 15 18 20 13 13 19 21 19 15 16 19 18 21 27 26 26 28 22 26 32 34 43 38 43 48 45 53 47 63 69 85 82 70 85 87 96 103 96 110 115 100 121 115 120 120 121 134 125 132 141 148 141 144 148 144 160 0 147 165 165 158 163 186 160 179 160 164 171 169 160 171 182 165 175
2023 35 38 31 36 25 20 23 14 11 15 18 14 13 21 12 9 15 19 17 12 24 18 22 20 22 25 26 26 22 23 30 28 38 37 45 48 46 51 64 40 72 63 66 72 80 82 87 102 79 90 96 107 115 105 115 138 108 130 126 136 132 137 153 143 153 156 177 147 0 170 160 169 180 180 167 171 169 182 167 181 174 182 182 173 173
115 33 34 33 33 38 24 19 13 23 16 10 19 19 16 13 21 28 17 10 11 15 14 16 14 13 18 18 27 27 29 27 27 37 37 33 35 46 59 58 59 68 68 76 59 80 77 87 80 91 85 104 103 103 117 123 129 135 137 124 128 151 145 149 145 153 160 165 165 170 0 153 168 163 174 171 171 166 181 174 179 170 188 181 173 172
1885 38 33 40 42 24 18 16 19 22 16 17 21 20 21 15 24 22 14 18 16 19 14 14 24 20 16 22 25 26 37 32 36 30 41 25 32 44 44 38 56 59 67 72 75 65 75 88 85 105 96 109 104 104 110 114 133 129 110 139 122 146 128 149 138 155 164 163 165 160 153 0 171 171 158 167 180 186 169 168 185 193 191 171 177 180
1296 52 40 42 49 36 23 21 23 30 19 25 30 27 22 25 16 26 18 11 20 8 15 15 20 21 19 18 18 20 24 19 24 31 28 31 34 34 46 40 55 50 57 66 45 59 65 69 81 85 75 88 99 105 103 120 111 131 136 127 145 127 137 144 156 162 172 168 158 169 168 171 0 182 166 177 175 175 202 183 180 181 185 188 202 180
1212 41 37 46 46 32 27 16 20 25 16 19 25 17 24 23 17 25 22 14 18 23 15 14 22 30 14 22 20 19 22 25 20 26 31 27 51 34 45 37 52 42 59 52 63 74 77 77 78 86 93 91 103 82 103 108 107 129 137 128 129 141 137 140 148 147 165 154 163 180 163 171 182 0 177 183 185 183 207 195 173 183 181 188 177 200
2423 44 32 38 46 41 23 19 25 23 20 19 32 22 15 14 13 19 17 17 12 14 23 13 19 17 20 26 14 18 20 15 29 27 38 24 29 39 38 47 53 64 58 50 59 59 67 80 93 76 105 99 100 102 116 112 108 133 139 146 124 145 144 154 143 153 163 171 186 180 174 158 166 177 0 176 178 166 192 177 181 172 184 185 188 183
1390 37 40 51 38 39 26 23 22 25 26 24 19 19 22 19 16 20 19 15 12 18 13 15 16 18 19 15 20 18 20 25 24 29 33 32 39 28 37 36 48 54 54 57 60 72 68 69 83 98 74 92 100 96 116 92 106 120 132 127 135 147 130 145 157 156 152 180 160 167 171 167 177 183 176 0 187 178 197 185 189 182 208 200 198 188
839 44 38 37 31 33 20 23 29 22 22 17 21 20 19 16 21 13 17 16 19 12 15 18 17 9 14 14 12 24 27 15 19 25 28 29 38 33 43 49 44 46 46 61 59 71 73 66 82 91 95 80 87 96 112 116 106 119 141 138 137 140 145 135 143 156 163 163 179 171 171 180 175 185 178 187 0 197 194 187 202 194 188 190 184 208
226 48 41 41 41 32 26 30 25 16 22 19 26 18 22 24 15 23 25 21 17 16 13 24 17 20 14 18 19 22 21 26 23 33 37 32 40 38 30 41 51 49 45 59 62 55 74 66 86 73 72 90 82 94 121 119 101 115 133 119 125 146 143 146 153 162 154 176 160 169 166 186 175 183 166 178 197 0 181 195 185 205 184 198 192 193
168 50 50 36 35 26 34 28 30 22 21 32 28 21 22 23 15 17 17 19 18 13 19 11 19 17 18 28 18 17 20 25 21 24 31 22 28 34 31 36 39 60 46 59 60 34 71 46 66 83 86 82 87 96 100 102 105 124 131 116 114 136 137 127 137 166 162 158 164 182 181 169 202 207 192 197 194 181 0 200 187 225 196 207 204 206
2354 50 47 40 39 32 22 17 28 26 25 24 27 30 22 23 18 21 23 19 13 17 16 11 18 18 17 24 24 20 16 18 21 25 23 27 28 32 45 30 37 44 48 61 57 60 71 74 80 73 92 87 93 102 107 100 128 120 131 122 132 143 139 136 157 144 160 158 171 167 174 168 183 195 177 185 187 195 200 0 205 206 186 182 186 201
1254 41 42 35 40 41 31 32 24 22 20 25 21 21 27 23 16 18 20 18 12 15 13 15 17 21 18 14 12 23 31 22 16 13 29 22 32 38 29 43 57 52 55 61 43 56 64 66 94 71 75 88 82 96 94 103 122 122 116 153 131 150 138 122 158 148 155 165 169 181 179 185 180 173 181 189 202 185 187 205 0 194 192 198 204 207
1523 44 49 43 32 40 34 32 30 25 31 30 32 24 21 27 22 26 18 15 18 16 15 10 21 23 20 18 25 20 22 18 14 20 26 27 29 29 34 40 51 35 45 47 47 52 60 73 82 71 77 79 71 82 105 100 106 114 126 124 136 143 153 140 141 150 163 158 160 174 170 193 181 183 172 182 194 205 225 206 194 0 215 193 195 207
2621 50 39 52 47 32 33 26 32 23 25 29 35 26 29 21 22 32 17 15 15 12 11 16 16 19 13 18 25 21 23 19 23 26 23 32 29 28 25 26 39 41 60 51 50 70 51 57 74 76 70 81 79 83 88 101 106 119 134 132 127 116 148 114 164 156 178 169 171 182 188 191 185 181 184 208 188 184 196 186 192 215 0 208 207 195
1576 46 55 46 49 40 37 28 35 31 28 37 37 25 31 26 23 20 21 22 19 17 18 19 21 21 15 16 17 22 20 19 17 27 19 23 37 32 27 27 29 34 47 45 48 50 54 59 59 72 76 68 86 82 98 103 105 119 127 109 135 120 142 166 149 149 162 164 182 182 181 171 188 188 185 200 190 198 207 182 198 193 208 0 206 214
509 52 44 52 47 50 37 30 34 29 31 26 30 31 23 24 19 20 22 21 16 17 16 18 19 12 24 12 21 23 21 28 25 22 30 17 27 25 27 29 46 38 52 51 48 48 54 70 69 76 88 88 76 87 106 107 103 104 107 109 125 139 146 146 150 149 166 160 165 173 173 177 202 177 188 198 184 192 204 186 204 195 207 206 0 210
1595 58 54 35 54 44 46 32 35 39 23 25 34 34 23 28 18 28 18 17 15 22 16 15 19 17 22 18 10 13 18 16 19 14 19 18 26 26 31 29 38 33 51 47 34 47 47 64 81 67 75 64 86 100 94 80 112 120 124 116 158 133 141 139 138 155 175 161 175 173 172 180 180 200 183 188 208 193 206 201 207 207 195 214 210 0


This was with the best setting, 85 teams, 7 matches, default match separation (12). The distance between teams in the initial list and the chances that they play in a match correlates very high, R = -0.88.

My hypothesis was that the algorithm was not able to stray far from the initial set of teams because the minimum match separation was too high to allow that. If the minimum match separation was lowered, so should the correlation between the position and the initial list and the times played.

MMS = Minimum Match Separation

MMS Correlation
12 -0.88
10 -0.88
8 -0.60
6 -0.17
2 -0.11

When looking at the MatchRater results, MMS of 12 gives good results, and MMS of 10 gives almost perfect results. As a result, I have a feeling that FIRST would chose 10 for the championship. However, that value still has a strong correlation to placement in the team list and times played. It means that team 25 will very likely not play either with or against any rookie teams, but very likely they would play teams 8 and 40. Each individual match schedule is very good at making sure that you don't play the same team twice, it just limits the number of teams you have a chance of playing.

One very easy solution would be to to randomize the team list before it is fed into the MatchMaker software.

Note that in the grand scheme of things, this is a very small problem. The MatchMaker software is far better then any other scheduler I've seen in FIRST. I just want to make it better.

[The Lucas]

I was playing around with the scheduler last night and I noticed the same thing. It think Sean from 25 posted it in the Galileo thread as well.


One very easy solution would be to to randomize the team list before it is fed into the MatchMaker software.


Looking at regional schedules, I would guess the software already randomize the team list (don't you agree?) Remember we are playing with an evaluation version of the scheduler algorithm with no GUI or anything, not the actual software used by the scorekeeper. Hopefully they don't put them in OPR order (which looks like what you did) since that would lead to conspiracy theories (http://www.chiefdelphi.com/forums/showthread.php?t=66361).

My hypothesis was that the algorithm was not able to stray far from the initial set of teams because the minimum match separation was too high to allow that. If the minimum match separation was lowered, so should the correlation between the position and the initial list and the times played.

MMS = Minimum Match Separation

MMS Correlation
12 -0.88
10 -0.88
8 -0.60
6 -0.17
2 -0.11

When looking at the MatchRater results, MMS of 12 gives good results, and MMS of 10 gives almost perfect results. As a result, I have a feeling that FIRST would chose 10 for the championship. However, that value still has a strong correlation to placement in the team list and times played. It means that team 25 will very likely not play either with or against any rookie teams, but very likely they would play teams 8 and 40. Each individual match schedule is very good at making sure that you don't play the same team twice, it just limits the number of teams you have a chance of playing.

I think this is the real prob is the default MMS is too high and that is what is typically used (I think it was used at FLR and Philly) (http://www.chiefdelphi.com/forums/showpost.php?p=732204&postcount=41). If you have to play a single team (out of 86) twice (in 7 matches) that is unacceptable and can heavily skew the seedings (which are very imperfect to begin with). Hopefully the scorekeepers will tweak the MMS until there are no repeats.


Note that in the grand scheme of things, this is a very small problem. The MatchMaker software is far better then any other scheduler I've seen in FIRST. I just want to make it better.

I like this algorithm and how it approaches the problem. (http://idleloop.com/matchmaker/) I love how you can tweak all the variables and they released it for us to evaluate (fun and educational). It may not be perfect, but it is a thousand times better than the Algorithm of Doom last year. By this time last year, we had released the first round of matches for each division.:rolleyes:

[Joe Ross]

Looking at regional schedules, I would guess the software already randomize the team list (don't you agree?) Remember we are playing with an evaluation version of the scheduler algorithm with no GUI or anything, not the actual software used by the scorekeeper. Hopefully they don't put them in OPR order (which looks like what you did) since that would lead to conspiracy theories (http://www.chiefdelphi.com/forums/showthread.php?t=66361).

I think the software should randomize the list, but I'm pretty sure it doesn't. For Chesapeake, the average team number that 7 (the lowest number team) faced was 716, and the average team number that 2546 faced was 1831.

I think this is the real prob is the default MMS is too high and that is what is typically used (I think it was used at FLR and Philly) (http://www.chiefdelphi.com/forums/showpost.php?p=732204&postcount=41). If you have to play a single team (out of 86) twice (in 7 matches) that is unacceptable and can heavily skew the seedings (which are very imperfect to begin with). Hopefully the scorekeepers will tweak the MMS until there are no repeats.


using a MMS of 10 gives an almost perfect schedule for the championship (good enough to fool the person looking at the statistics). It does not fix the problem with the initial team list, however. You need to go down much further to fix it, which is very unlikely to happen.

[The Lucas]

I think the software should randomize the list, but I'm pretty sure it doesn't. For Chesapeake, the average team number that 7 (the lowest number team) faced was 716, and the average team number that 2546 faced was 1831.


Ya looking at Philly and GTR again for only the lowest and highest number teams' schedule I do notice it. The schedules look pretty good when you go match to match, but individual team schedules show the trend. Immediately looking at them, they were much better than my schedules so I figured they were randomized. I guess the difference was fair (low) quality of my schedules versus better quality of reagional.


using a MMS of 10 gives an almost perfect schedule for the championship (good enough to fool the person looking at the statistics). It does not fix the problem with the initial team list, however. You need to go down much further to fix it, which is very unlikely to happen.

I agree that 10 MMS doesn't fix the initial team order problem, I didnt say it did (I thought they randomized team list). I was just stressing that the more important problem is the default MMS is too high (and is generally being used) and we may see duplicate opponents. Both problems can be easily fixed due to MatchMaker's flexibility. I just hope they realize these problems. Unfortunately, I don't have any championship scorekeeper volunteers on my team anymore (so I can't rant about this stuff at the airport like last year :D ) Good work as usual Joe.

[waialua359]

i'd like to know how the parameters were setup where, in Chesapeake with a field of 61 teams, we played with team 75 once and against them 3 times in a span of 5 consecutive matches.

[smurfgirl]

I thought something funny was up at the Connecticut Regional- we played with and against mostly rookie and sophomore teams. Team 175, on the other hand, had a notorious match with six 100's-range established (and incredible) teams.

[Phil Mack]

i'd like to know how the parameters were setup where, in Chesapeake.

the short answer is MatchMaker -t 60 -r 8 -m 8

You can figure this out for any regional you want to.

MatchMaker takes three parameters for generating a schedule: number of teams playing (60), number of rounds to play(8), and minimum match separation for each team(8). (All other parameters that the program accepts are irrelevant to how the matches are scheduled.)

The first parameter must be the number of teams. The second parameter is dictated by the time available to play the matches. The third parameter of minimum match separation is the only one that is left to discretion.

The third parameter can be found by counting how many matches are between teams' matches. The fewest matches between a pair of matches will be that parameter.

Also, the MatchRater program can be applied to schedules available at http://www.usfirst.org/community/frc/regionalevents.aspx?id=430 offering some insight in the scheduling.

It looks like 75 and 359 just got the short end of the stick on this one, given that there were numerous teams that face 24 distinct opponents. This is a case where the parameters chosen were reasonable(maybe not great, but reasonable), but whoever made the schedule probably ran the program in Default (fast and less effective) instead of Good or Best (which really just runs the same algorithm for longer.)

Better luck next time.
~Phil

[nuggetsyl]

Thanks for doing the study. I total agree with Joe that this years algorithm is much better then lasts. I am sure first will see this and make the small modification for next years algorithm. The one question i have is you said you did 200 matches yet the first one i see is 1114 and us and the number 210 does that mean i play with them once and against them once????:confused:

[Joe Ross]

Thanks for doing the study. I total agree with Joe that this years algorithm is much better then lasts. I am sure first will see this and make the small modification for next years algorithm. The one question i have is you said you did 200 matches yet the first one i see is 1114 and us and the number 210 does that mean i play with them once and against them once????:confused:

That means that in at least 10 match schedules, you see 1114 in two separate matches (one with and one against).

As Brian pointed out, when I ran the simulation, I did not sort by team number, so those statistics do not apply to specific team numbers, only specific positions in the team list. 25 probably only has about a 25% chance of seeing 1114 in a match.

[waialua359]

just wanted to point out and add to the fact that in looking at our practice matches tomorrow, only 1 team of the 3 matches for either sides have a 2xxx team. Other than team 1165, we have no team no. larger than ours (other 5 teams on the field).
Interesting to say the least if that is a sign of things to come on the match schedule for friday and saturday.

[BBnum3]

Just to back up what's been discussed here, I just looked at the match schedule for my team (1816) this weekend. Out of 35 alliance partners/opponents, only two have numbers lower than 1212.

[Joe Ross]

In June, the Saxtons released a new version of the MatchMaker software (1.0.3b1). The description is "Here is a beta release of the new version that has an improved algorithm to reduce the clumping effect observed at the Philly regional during week 6." It can be downloaded from the usual place, http://www.idleloop.com/matchmaker/download.php

I've started running the same tests as I did in this thread, but the early results look very good.

I generated schedules for the size from the championship (85 teams, 8 matches, default minimum match separation). I then summed the team numbers of each alliance and plotted them, similar to the picture in this thread (http://www.chiefdelphi.com/media/photos/31391).

team_number_sum_102.PNG shows the results from the version run at the championship, and looks very similar to the thread linked above.
team_number_sum_103.PNG shows the results from the new version. It looks much better (less correlated).
team_number_sum_102_Random.PNG shows the results from the older version, with a randomized team list. This looks very similar to the results from the new version, which shows the new version does a good job.

I'll post more as I evaluate further.

[ATannahill]

i downloaded the new version, unzipped it, and opened it. I got a command prompt to flash on the screen then it closed. am i doing it wrong?

[SamC]

i downloaded the new version, unzipped it, and opened it. I got a command prompt to flash on the screen then it closed. am i doing it wrong?

From the download site listed above,
The program is a console application, it has no graphical UI you just run it from the command line (Terminal on Mac OS X or the Command Prompt on Windows).

so for example on windows, extract to c:\MatchMakerWin
then open Command Prompt and use

C:\>cd c:\MatchMakerWin

C:\MatchMakerWin>MatchMaker.exe


You should see a series of examples and such and then be able to use the program.

[ATannahill]

From the download site listed above,


so for example on windows, extract to c:\MatchMakerWin
then open Command Prompt and use

C:\>cd c:\MatchMaker

C:\MatchMaker>MatchMaker.exe


You should see a series of examples and such and then be able to use the program.
thank you

i got the first command to work but for the second it returns 'MatchMaker.exe' is not recognized as an internal or external command, operable program or batch file.

i got the same when i put in "win32.exe"

[TKM.368]

thank you

i got the first command to work but for the second it returns 'MatchMaker.exe' is not recognized as an internal or external command, operable program or batch file.

i got the same when i put in "win32.exe"

You need to be in the correct directory for the program to run.
For example, I extracted to c:\match and it created the subdirectory MatchMakerWin. Need to navigate there to get it to run.


C:\>cd c:\match
c:\match>cd matchmakerwin
c:\match\MatchMakerWin>matchmaker

or combine the first two steps to

c:\>cd c:\match\matchmakerwin
c:\match\MatchMakerWin>matchmaker

You can leave off the ".exe"

Hope that helps.

[ATannahill]

You need to be in the correct directory for the program to run.
For example, I extracted to c:\match and it created the subdirectory MatchMakerWin. Need to navigate there to get it to run.


C:\>cd c:\match
c:\match>cd matchmakerwin
c:\match\MatchMakerWin>matchmaker

or combine the first two steps to

c:\>cd c:\match\matchmakerwin
c:\match\MatchMakerWin>matchmaker

You can leave off the ".exe"

Hope that helps.
as i said i got the first command to work but i still get the same error message

[Joe Ross]

as i said i got the first command to work but i still get the same error message

You haven't given enough information for someone to adequately help you. If I had to guess, I'd guess the same as TKM.368 and say you didn't extract the program to the same directory that you changed directory (cd) to. Remember, the CD command only does what you tell it to do, and no more. When you say it worked, I assume that means it changed directories. That's a start, but only if you told it to change to the correct directory. Are you sure you asked it to change directories to the directory where you extracted matchmakerwin.exe? Since you said you could run it from explorer, you should know exactly where you extracted it. You can use the dir command to display all the files and sub-directories in a directory, which should help you verify you are where you think you are. If you need to, have windows explorer and the command prompt side by side as you navigate through the directories.

The following document gives a lot of good tips on the right way to ask technical questions: How to Ask Questions the Smart Way (http://www.catb.org/~esr/faqs/smart-questions.html)

[Joe Ross]

In June, the Saxtons released a new version of the MatchMaker software (1.0.3b1). The description is "Here is a beta release of the new version that has an improved algorithm to reduce the clumping effect observed at the Philly regional during week 6." It can be downloaded from the usual place, http://www.idleloop.com/matchmaker/download.php

I've started running the same tests as I did in this thread, but the early results look very good.

I'll post more as I evaluate further.

Using the same methodology as before, I ran 200 schedules with best setting, 85 teams, 7 matches, and default match separation. The correlation between the distance of teams and the initial list and the chance they play in a match does not correlate, R = -0.05. With the old scheduler, it was -0.88.

Here are the full results
1114 103 330 217 40 254 494 25 1717 121 469 1629 234 148 343 65 2046 176 1540 195 88 70 291 1450 2468 2062 716 1503 1816 932 48 384 694 1089 1983 316 548 2165 1676 364 84 1366 134 1023 2487 180 812 2237 2638 425 2340 894 1319 2549 612 2564 597 980 2437 1038 8 302 457 1138 1739 399 1758 2599 2023 115 1885 1296 1212 2423 1390 839 226 168 2354 1254 1523 2621 1576 509 1595
1114 0 83 80 87 83 83 72 95 85 83 73 86 80 83 77 90 105 73 81 88 83 76 95 82 76 81 87 105 94 78 73 87 86 82 81 80 66 84 80 83 75 82 79 84 95 89 97 94 87 93 61 85 78 70 84 80 81 80 79 87 86 79 84 84 75 87 80 80 86 80 83 87 100 81 90 89 91 75 73 71 76 91 85 85 71
103 83 0 85 86 77 75 69 77 90 82 80 83 84 88 72 72 86 88 69 83 91 90 93 79 79 84 86 94 91 86 74 75 73 64 69 76 82 93 75 83 83 90 88 78 71 88 95 88 90 74 87 87 73 92 83 82 73 79 73 82 89 93 81 103 84 85 88 87 96 85 78 71 85 82 104 87 87 77 93 104 79 78 85 74 98
330 80 85 0 84 89 94 69 97 89 83 84 83 95 96 85 78 86 71 96 79 83 93 95 94 75 82 84 81 93 78 86 89 92 78 84 88 86 83 71 94 85 79 85 81 74 98 77 75 80 75 72 91 84 86 98 86 89 92 76 95 77 71 73 66 89 66 72 81 88 80 79 83 71 79 80 83 92 89 88 76 95 60 79 71 77
217 87 86 84 0 84 69 91 95 96 81 87 80 73 72 85 79 94 82 81 81 81 91 81 90 77 83 75 74 91 90 74 89 82 79 79 94 93 93 88 79 83 91 78 97 91 85 76 86 80 83 75 81 76 79 89 73 81 79 91 93 79 84 93 92 85 85 86 76 75 82 63 71 81 80 90 90 76 81 81 75 93 76 80 90 89
40 83 77 89 84 0 81 78 90 74 83 89 88 83 75 97 86 75 85 77 90 92 78 72 78 82 67 75 75 73 81 89 92 98 83 98 85 92 85 81 85 83 84 90 73 86 94 82 74 85 78 77 78 85 84 76 99 95 91 88 81 91 98 79 83 59 71 79 79 99 84 74 87 96 72 71 69 83 83 82 86 86 81 90 86 74
254 83 75 94 69 81 0 75 74 76 94 81 92 95 80 91 104 77 92 85 70 92 93 88 85 88 86 77 89 85 83 68 80 88 76 85 91 83 84 89 86 96 90 84 94 80 75 74 81 89 86 72 81 86 88 81 80 81 85 86 80 83 88 72 84 90 81 83 78 83 89 89 75 75 72 83 84 72 87 83 77 103 74 76 91 85
494 72 69 69 91 78 75 0 96 81 87 95 74 82 85 73 90 91 79 72 83 88 90 83 90 88 82 82 87 95 88 77 83 83 101 89 74 88 71 89 91 78 77 82 77 71 79 60 72 97 79 89 74 85 85 93 80 84 78 77 88 91 85 77 98 76 106 86 90 81 77 84 88 95 83 86 82 81 88 77 89 90 82 82 97 78
25 95 77 97 95 90 74 96 0 75 71 87 80 81 90 93 75 88 76 83 80 78 79 97 91 82 73 86 75 79 91 78 72 71 90 82 69 75 95 76 96 82 70 92 91 88 81 79 99 86 86 95 86 78 82 97 85 91 73 75 80 79 86 77 85 99 71 91 89 77 75 89 79 86 83 80 75 89 76 84 81 89 87 79 80 85
1717 85 90 89 96 74 76 81 75 0 78 95 78 81 75 91 88 83 100 89 80 95 81 74 82 89 75 86 81 93 92 82 87 75 82 82 77 83 74 78 87 83 75 81 82 90 81 77 76 91 82 78 76 79 90 90 84 91 74 80 87 95 95 91 74 95 85 77 84 76 77 90 94 88 79 71 86 80 97 75 82 95 74 87 68 89
121 83 82 83 81 83 94 87 71 78 0 77 75 77 86 81 84 84 86 89 69 86 73 89 79 75 94 81 73 75 88 76 88 82 85 86 76 93 74 78 92 83 72 92 79 75 77 83 90 97 68 71 87 101 85 70 89 85 77 97 101 87 83 69 78 78 92 89 90 90 87 79 83 80 89 77 93 87 86 83 90 90 83 73 80 77
469 73 80 84 87 89 81 95 87 95 77 0 79 84 94 83 69 79 71 90 88 81 81 90 79 80 77 87 77 74 90 83 82 104 80 78 98 91 70 94 76 83 79 102 83 79 87 77 87 84 87 81 84 92 77 81 83 69 88 80 92 79 86 89 77 74 82 71 69 90 86 92 83 103 80 67 85 74 85 85 86 89 81 78 85 77
1629 86 83 83 80 88 92 74 80 78 75 79 0 85 75 93 61 68 67 89 87 71 81 92 85 88 85 76 86 84 88 90 81 87 64 69 87 88 81 85 79 70 87 98 105 87 86 82 74 83 91 97 89 97 76 78 82 75 80 86 97 89 90 80 72 68 87 70 88 86 96 76 94 79 83 80 88 82 95 69 80 68 88 91 81 90
234 80 84 95 73 83 95 82 81 81 77 84 85 0 90 86 103 71 86 64 91 78 84 91 82 84 73 94 81 79 73 94 83 80 79 96 81 89 98 70 96 83 73 96 75 82 93 79 81 78 84 87 85 84 73 86 78 78 79 78 90 69 86 88 71 88 91 91 64 75 85 90 82 86 74 84 73 96 89 85 89 86 82 89 77 82
148 83 88 96 72 75 80 85 90 75 86 94 75 90 0 88 83 82 77 78 95 81 91 87 83 91 84 73 86 87 88 88 92 89 81 80 83 72 79 74 100 80 81 76 82 90 91 77 72 98 88 101 85 85 92 82 79 72 95 78 72 83 69 84 87 85 99 84 76 92 85 71 81 66 78 77 82 82 81 79 77 74 77 90 76 78
343 77 72 85 85 97 91 73 93 91 81 83 93 86 88 0 87 85 74 63 91 98 79 77 96 90 79 86 88 91 89 88 91 79 85 84 88 76 69 92 89 69 85 78 89 72 76 85 68 96 83 76 85 84 97 86 89 85 78 72 95 71 86 85 88 90 80 89 86 63 102 68 74 74 88 82 74 66 83 73 90 80 94 91 71 80
65 90 72 78 79 86 104 90 75 88 84 69 61 103 83 87 0 87 86 97 92 93 74 76 94 82 79 79 77 73 82 69 79 82 73 75 76 83 79 87 81 88 75 73 83 85 76 85 83 85 99 90 81 84 82 91 86 79 92 91 95 92 84 86 75 92 84 79 94 79 80 82 84 85 79 70 80 106 95 71 88 80 80 79 88 81
2046 105 86 86 94 75 77 91 88 83 84 79 68 71 82 85 87 0 92 83 83 79 81 82 85 84 77 73 93 83 87 80 83 91 78 84 77 97 73 75 61 75 88 78 90 86 80 83 75 90 85 84 62 81 101 94 81 89 81 84 83 81 82 79 92 98 77 75 70 79 75 105 93 82 91 83 72 87 84 89 89 101 71 71 88 94
176 73 88 71 82 85 92 79 76 100 86 71 67 86 77 74 86 92 0 88 73 92 72 77 72 83 88 86 78 82 76 90 90 82 76 81 95 78 88 93 73 80 66 87 94 75 84 73 92 88 78 84 94 82 79 99 83 89 95 87 86 87 74 85 82 85 81 99 90 89 74 92 93 82 84 84 78 87 77 77 80 87 89 79 77 85
1540 81 69 96 81 77 85 72 83 89 89 90 89 64 78 63 97 83 88 0 72 71 83 84 88 78 85 76 84 84 87 69 80 91 89 85 86 82 94 84 86 73 74 81 84 97 75 88 73 83 82 81 105 80 92 85 90 104 86 95 82 90 79 89 96 96 93 84 80 86 76 86 79 77 90 97 76 69 81 84 78 71 84 81 92 84
195 88 83 79 81 90 70 83 80 80 69 88 87 91 95 91 92 83 73 72 0 76 93 85 98 90 77 90 79 83 90 84 81 69 81 75 87 84 75 70 67 75 91 85 86 80 82 95 75 83 73 72 94 80 88 75 88 84 95 76 80 94 84 68 81 81 80 88 95 83 80 93 86 89 96 65 85 84 84 81 81 95 91 86 78 76
88 83 91 83 81 92 92 88 78 95 86 81 71 78 81 98 93 79 92 71 76 0 77 88 83 87 88 84 81 96 75 87 76 85 88 74 70 88 75 80 79 80 82 88 79 83 85 69 86 69 71 94 79 95 65 76 82 83 93 82 72 92 80 77 74 89 89 86 72 88 80 88 88 96 76 109 88 81 90 78 87 77 81 90 97 74
70 76 90 93 91 78 93 90 79 81 73 81 81 84 91 79 74 81 72 83 93 77 0 91 94 86 71 92 86 87 85 81 89 80 81 83 94 76 83 102 101 87 81 81 76 91 95 77 83 75 90 82 74 91 81 87 82 88 73 91 75 75 87 81 86 74 84 66 86 74 62 78 69 84 76 90 100 73 79 76 88 86 73 91 81 89
291 95 93 95 81 72 88 83 97 74 89 90 92 91 87 77 76 82 77 84 85 88 91 0 82 86 73 81 71 89 82 97 89 85 89 81 74 94 86 81 75 76 89 65 76 83 89 84 81 73 67 94 87 88 76 85 74 90 96 87 80 77 80 90 78 85 75 78 74 58 90 91 77 93 84 83 78 89 70 88 89 87 88 81 77 88
1450 82 79 94 90 78 85 90 91 82 79 79 85 82 83 96 94 85 72 88 98 83 94 82 0 51 100 84 79 93 75 83 85 75 88 87 78 96 77 90 77 89 81 77 67 91 79 95 75 88 69 73 87 77 91 74 81 97 98 91 72 96 60 85 93 91 72 89 85 80 79 92 91 80 95 85 92 84 80 67 86 78 65 68 91 90
2468 76 79 75 77 82 88 88 82 89 75 80 88 84 91 90 82 84 83 78 90 87 86 86 51 0 81 78 84 83 79 93 91 78 84 76 87 85 81 85 89 105 94 91 80 93 86 90 81 82 80 97 82 60 86 82 74 85 80 65 97 89 74 83 96 79 89 76 77 77 83 84 85 81 92 83 91 93 85 74 83 81 81 68 71 90
2062 81 84 82 83 67 86 82 73 75 94 77 85 73 84 79 79 77 88 85 77 88 71 73 100 81 0 80 84 86 83 92 71 75 68 84 73 74 81 99 90 81 91 71 89 86 82 86 84 73 77 85 90 84 87 104 71 79 93 81 79 78 92 103 82 93 79 88 88 88 88 83 85 79 86 101 82 70 74 87 88 86 82 80 94 87
716 87 86 84 75 75 77 82 86 86 81 87 76 94 73 86 79 73 86 76 90 84 92 81 84 78 80 0 92 70 84 92 78 72 73 78 87 83 95 86 80 76 68 75 78 76 83 83 88 82 87 97 76 86 73 86 85 79 79 82 87 93 75 85 70 93 88 96 78 78 97 96 96 81 88 78 79 82 86 101 76 89 88 81 82 90
1503 105 94 81 74 75 89 87 75 81 73 77 86 81 86 88 77 93 78 84 79 81 86 71 79 84 84 92 0 67 87 91 79 89 107 95 82 90 83 80 89 97 82 85 98 82 83 83 83 75 88 78 76 86 87 75 76 89 80 75 71 79 88 93 73 84 81 96 75 88 83 81 74 82 82 90 94 93 72 64 97 80 89 74 94 76
1816 94 91 93 91 73 85 95 79 93 75 74 84 79 87 91 73 83 82 84 83 96 87 89 93 83 86 70 67 0 64 85 80 83 73 93 90 91 79 82 81 85 103 83 82 90 93 90 80 65 81 83 74 80 90 74 80 87 71 73 76 84 93 83 80 69 85 83 101 85 77 94 90 76 86 94 84 73 84 84 89 89 86 85 82 93
932 78 86 78 90 81 83 88 91 92 88 90 88 73 88 89 82 87 76 87 90 75 85 82 75 79 83 84 87 64 0 85 74 88 83 82 79 85 81 81 74 89 71 92 79 72 83 91 84 89 80 87 79 89 75 70 79 93 85 92 83 86 84 78 76 95 89 75 75 84 85 85 91 96 97 86 61 88 81 96 86 85 84 88 83 78
48 73 74 86 74 89 68 77 78 82 76 83 90 94 88 88 69 80 90 69 84 87 81 97 83 93 92 92 91 85 85 0 88 85 86 91 83 88 79 94 77 88 83 76 88 87 91 87 83 79 82 74 78 82 72 80 98 93 81 79 80 77 91 90 79 84 69 85 78 80 81 77 97 77 87 90 76 75 85 81 87 82 95 92 86 79
384 87 75 89 89 92 80 83 72 87 88 82 81 83 92 91 79 83 90 80 81 76 89 89 85 91 71 78 79 80 74 88 0 84 81 79 77 78 78 83 80 98 76 80 86 102 84 86 76 87 84 81 76 75 80 86 97 79 86 88 83 89 78 94 87 76 67 78 88 85 83 83 83 88 96 82 74 84 98 82 88 86 80 67 75 85
694 86 73 92 82 98 88 83 71 75 82 104 87 80 89 79 82 91 82 91 69 85 80 85 75 78 75 72 89 83 88 85 84 0 80 90 80 89 83 72 74 74 85 104 73 79 89 91 86 81 71 69 74 82 86 95 86 82 87 93 100 87 82 90 76 82 73 82 87 82 74 84 81 90 75 85 79 94 84 66 78 80 81 99 87 79
1089 82 64 78 79 83 76 101 90 82 85 80 64 79 81 85 73 78 76 89 81 88 81 89 88 84 68 73 107 73 83 86 81 80 0 93 93 84 91 79 84 86 89 75 84 89 101 81 96 85 78 87 93 74 72 71 83 97 74 85 96 87 92 96 84 85 89 97 71 70 80 79 82 92 76 90 80 87 75 81 81 75 81 92 98 88
1983 81 69 84 79 98 85 89 82 82 86 78 69 96 80 84 75 84 81 85 75 74 83 81 87 76 84 78 95 93 82 91 79 90 93 0 84 73 101 81 96 90 84 78 81 94 81 64 88 77 84 59 88 76 91 92 81 79 83 89 83 82 96 75 70 87 76 84 93 83 87 72 68 88 72 79 98 78 85 69 82 89 82 95 83 77
316 80 76 88 94 85 91 74 69 77 76 98 87 81 83 88 76 77 95 86 87 70 94 74 78 87 73 87 82 90 79 83 77 80 93 84 0 86 76 95 76 91 79 89 95 84 78 84 77 77 75 89 88 89 94 82 89 85 94 85 88 80 78 66 69 85 68 91 78 96 85 84 84 69 74 78 100 82 82 93 83 98 82 79 72 90
548 66 82 86 93 92 83 88 75 83 93 91 88 89 72 76 83 97 78 82 84 88 76 94 96 85 74 83 90 91 85 88 78 89 84 73 86 0 83 78 74 87 82 73 75 75 66 84 78 73 92 100 80 95 83 89 71 85 92 75 82 73 87 77 93 77 84 86 70 83 76 79 82 85 87 77 82 87 86 85 89 85 95 99 82 81
2165 84 93 83 93 85 84 71 95 74 74 70 81 98 79 69 79 73 88 94 75 75 83 86 77 81 81 95 83 79 81 79 78 83 91 101 76 83 0 76 84 66 86 79 102 97 83 77 87 85 79 85 84 97 92 72 79 79 80 83 76 76 84 82 84 65 73 61 77 67 95 79 91 82 91 101 96 98 74 85 86 85 74 88 88 86
1676 80 75 71 88 81 89 89 76 78 78 94 85 70 74 92 87 75 93 84 70 80 102 81 90 85 99 86 80 82 81 94 83 72 79 81 95 78 76 0 77 76 93 85 79 82 74 90 88 91 96 88 84 90 78 81 80 79 73 84 76 81 84 84 86 89 90 72 87 92 90 78 92 84 91 78 97 89 76 81 82 88 78 78 90 96
364 83 83 94 79 85 86 91 96 87 92 76 79 96 100 89 81 61 73 86 67 79 101 75 77 89 90 80 89 81 74 77 80 74 84 96 76 74 84 77 0 77 80 82 88 84 81 75 87 70 92 77 90 85 94 85 95 71 92 80 104 83 87 88 80 76 70 83 81 83 81 70 85 79 93 98 86 75 84 74 91 66 60 75 87 95
84 75 83 85 83 83 96 78 82 83 83 83 70 83 80 69 88 75 80 73 75 80 87 76 89 105 81 76 97 85 89 88 98 74 86 90 91 87 66 76 77 0 82 83 81 90 80 88 87 77 88 76 88 96 75 75 93 79 83 94 66 64 94 86 95 78 76 98 85 78 88 75 87 71 75 85 83 95 83 83 85 77 86 82 89 86
1366 82 90 79 91 84 90 77 70 75 72 79 87 73 81 85 75 88 66 74 91 82 81 89 81 94 91 68 82 103 71 83 76 85 89 84 79 82 86 93 80 82 0 79 89 87 78 79 90 77 72 82 84 65 87 86 94 65 81 80 79 82 85 81 85 112 72 79 88 100 84 89 83 72 83 96 81 81 91 79 103 80 81 85 86 73
134 79 88 85 78 90 84 82 92 81 92 102 98 96 76 78 73 78 87 81 85 88 81 65 77 91 71 75 85 83 92 76 80 104 75 78 89 73 79 85 82 83 79 0 89 89 80 83 93 86 72 81 96 92 75 90 90 86 78 74 92 73 78 90 81 88 89 94 108 95 81 90 89 76 89 81 60 97 69 73 78 72 75 99 72 86
1023 84 78 81 97 73 94 77 91 82 79 83 105 75 82 89 83 90 94 84 86 79 76 76 67 80 89 78 98 82 79 88 86 73 84 81 95 75 102 79 88 81 89 89 0 82 77 80 78 89 79 75 86 76 84 64 77 84 85 79 77 87 86 74 96 92 90 76 85 80 86 88 89 85 76 80 76 89 96 92 78 89 87 82 81 87
2487 95 71 74 91 86 80 71 88 90 75 79 87 82 90 72 85 86 75 97 80 83 91 83 91 93 86 76 82 90 72 87 102 79 89 94 84 75 97 82 84 90 87 89 82 0 82 87 75 88 70 75 86 81 90 81 73 90 93 79 89 84 80 77 87 76 72 88 86 78 79 75 64 77 62 84 75 88 76 80 79 82 84 77 90 79
180 89 88 98 85 94 75 79 81 81 77 87 86 93 91 76 76 80 84 75 82 85 95 89 79 86 82 83 83 93 83 91 84 89 101 81 78 66 83 74 81 80 78 80 77 82 0 90 97 88 78 73 73 77 77 83 92 98 87 89 80 77 83 81 82 72 83 86 82 90 78 81 71 100 88 70 101 78 83 87 85 85 78 89 82 91
812 97 95 77 76 82 74 60 79 77 83 77 82 79 77 85 85 83 73 88 95 69 77 84 95 90 86 83 83 90 91 87 86 91 81 64 84 84 77 90 75 88 79 83 80 87 90 0 81 76 84 104 83 68 83 82 88 83 84 79 80 90 72 92 91 88 90 88 85 71 68 99 88 88 94 93 88 74 82 88 86 70 80 74 88 75
2237 94 88 75 86 74 81 72 99 76 90 87 74 81 72 68 83 75 92 73 75 86 83 81 75 81 84 88 83 80 84 83 76 86 96 88 77 78 87 88 87 87 90 93 78 75 97 81 0 77 82 78 86 79 71 69 90 86 71 91 94 77 90 91 82 90 86 79 79 83 88 89 80 92 78 79 89 102 80 85 91 89 74 80 79 87
2638 87 90 80 80 85 89 97 86 91 97 84 83 78 98 96 85 90 88 83 83 69 75 73 88 82 73 82 75 65 89 79 87 81 85 77 77 73 85 91 70 77 77 86 89 88 88 76 77 0 85 84 89 103 76 79 81 107 85 83 92 81 96 78 85 74 91 70 87 104 86 77 86 71 86 77 90 87 81 81 74 89 71 89 91 95
425 93 74 75 83 78 86 79 86 82 68 87 91 84 88 83 99 85 78 82 73 71 90 67 69 80 77 87 88 81 80 82 84 71 78 84 75 92 79 96 92 88 72 72 79 70 78 84 82 85 0 85 79 82 79 97 91 87 83 86 85 104 90 62 80 81 99 90 80 86 69 98 85 70 89 78 79 77 80 79 88 70 91 99 82 83
2340 61 87 72 75 77 72 89 95 78 71 81 97 87 101 76 90 84 84 81 72 94 82 94 73 97 85 97 78 83 87 74 81 69 87 59 89 100 85 88 77 76 82 81 75 75 73 104 78 84 85 0 85 90 88 80 82 89 79 78 91 91 82 81 73 87 91 95 91 84 79 66 83 76 87 81 73 82 74 79 90 78 98 101 92 77
894 85 87 91 81 78 81 74 86 76 87 84 89 85 85 85 81 62 94 105 94 79 74 87 87 82 90 76 76 74 79 78 76 74 93 88 88 80 84 84 90 88 84 96 86 86 73 83 86 89 79 85 0 77 84 81 88 93 99 76 74 94 92 100 81 84 90 79 71 86 76 64 78 62 72 78 97 96 67 81 71 67 80 80 84 99
1319 78 73 84 76 85 86 85 78 79 101 92 97 84 85 84 84 81 82 80 80 95 91 88 77 60 84 86 86 80 89 82 75 82 74 76 89 95 97 90 85 96 65 92 76 81 77 68 79 103 82 90 77 0 78 81 99 82 83 88 81 74 85 90 72 104 77 98 85 90 73 77 98 84 82 77 80 81 96 82 78 85 83 73 72 71
2549 70 92 86 79 84 88 85 82 90 85 77 76 73 92 97 82 101 79 92 88 65 81 76 91 86 87 73 87 90 75 72 80 86 72 91 94 83 92 78 94 75 87 75 84 90 77 83 71 76 79 88 84 78 0 96 86 87 82 87 86 76 81 81 87 82 77 80 79 95 74 91 72 88 91 93 78 83 87 79 78 83 88 79 63 93
612 84 83 98 89 76 81 93 97 90 70 81 78 86 82 86 91 94 99 85 75 76 87 85 74 82 104 86 75 74 70 80 86 95 71 92 82 89 72 81 85 75 86 90 64 81 83 82 69 79 97 80 81 81 96 0 87 88 86 89 91 88 80 81 89 71 87 79 74 77 82 92 72 88 85 81 76 83 79 97 77 79 80 79 83 77
2564 80 82 86 73 99 80 80 85 84 89 83 82 78 79 89 86 81 83 90 88 82 82 74 81 74 71 85 76 80 79 98 97 86 83 81 89 71 79 80 95 93 94 90 77 73 92 88 90 81 91 82 88 99 86 87 0 96 85 74 76 80 76 84 76 73 87 88 90 94 84 96 97 76 80 71 77 80 83 84 85 74 73 82 61 77
597 81 73 89 81 95 81 84 91 91 85 69 75 78 72 85 79 89 89 104 84 83 88 90 97 85 79 79 89 87 93 93 79 82 97 79 85 85 79 79 71 79 65 86 84 90 98 83 86 107 87 89 93 82 87 88 96 0 90 93 77 88 77 80 73 85 76 78 82 87 77 77 81 70 83 64 79 74 76 84 92 80 78 77 88 75
980 80 79 92 79 91 85 78 73 74 77 88 80 79 95 78 92 81 95 86 95 93 73 96 98 80 93 79 80 71 85 81 86 87 74 83 94 92 80 73 92 83 81 78 85 93 87 84 71 85 83 79 99 83 82 86 85 90 0 82 66 80 78 86 70 93 90 80 79 78 86 84 82 103 77 77 84 67 77 78 85 82 84 97 86 78
2437 79 73 76 91 88 86 77 75 80 97 80 86 78 78 72 91 84 87 95 76 82 91 87 91 65 81 82 75 73 92 79 88 93 85 89 85 75 83 84 80 94 80 74 79 79 89 79 91 83 86 78 76 88 87 89 74 93 82 0 90 92 95 75 80 84 86 77 87 84 75 101 78 98 94 93 82 75 87 79 85 84 86 76 79 63
1038 87 82 95 93 81 80 88 80 87 101 92 97 90 72 95 95 83 86 82 80 72 75 80 72 97 79 87 71 76 83 80 83 100 96 83 88 82 76 76 104 66 79 92 77 89 80 80 94 92 85 91 74 81 86 91 76 77 66 90 0 93 66 80 84 79 90 73 93 92 94 83 85 81 62 80 78 87 74 81 78 83 75 82 74 86
8 86 89 77 79 91 83 91 79 95 87 79 89 69 83 71 92 81 87 90 94 92 75 77 96 89 78 93 79 84 86 77 89 87 87 82 80 73 76 81 83 64 82 73 87 84 77 90 77 81 104 91 94 74 76 88 80 88 80 92 93 0 75 84 94 83 83 83 76 91 78 92 85 91 72 100 84 79 89 87 73 82 84 78 97 69
302 79 93 71 84 98 88 85 86 95 83 86 90 86 69 86 84 82 74 79 84 80 87 80 60 74 92 75 88 93 84 91 78 82 92 96 78 87 84 84 87 94 85 78 86 80 83 72 90 96 90 82 92 85 81 80 76 77 78 95 66 75 0 82 89 74 83 78 76 89 90 83 84 77 72 76 90 89 90 83 81 87 79 71 72 90
457 84 81 73 93 79 72 77 77 91 69 89 80 88 84 85 86 79 85 89 68 77 81 90 85 83 103 85 93 83 78 90 94 90 96 75 66 77 82 84 88 86 81 90 74 77 81 92 91 78 62 81 100 90 81 81 84 80 86 75 80 84 82 0 92 86 76 78 97 89 70 86 90 87 89 92 98 81 84 90 70 83 91 85 87 64
1138 84 103 66 92 83 84 98 85 74 78 77 72 71 87 88 75 92 82 96 81 74 86 78 93 96 82 70 73 80 76 79 87 76 84 70 69 93 84 86 80 95 85 81 96 87 82 91 82 85 80 73 81 72 87 89 76 73 70 80 84 94 89 92 0 78 74 83 77 84 82 75 81 87 79 78 77 83 89 69 91 80 84 88 79 94
1739 75 84 89 85 59 90 76 99 95 78 74 68 88 85 90 92 98 85 96 81 89 74 85 91 79 93 93 84 69 95 84 76 82 85 87 85 77 65 89 76 78 112 88 92 76 72 88 90 74 81 87 84 104 82 71 73 85 93 84 79 83 74 86 78 0 83 84 92 80 74 81 84 79 81 80 78 78 88 100 91 83 77 68 96 64
399 87 85 66 85 71 81 106 71 85 92 82 87 91 99 80 84 77 81 93 80 89 84 75 72 89 79 88 81 85 89 69 67 73 89 76 68 84 73 90 70 76 72 89 90 72 83 90 86 91 99 91 90 77 77 87 87 76 90 86 90 83 83 76 74 83 0 84 82 84 86 87 82 84 86 69 84 78 96 95 73 85 86 103 69 111
1758 80 88 72 86 79 83 86 91 77 89 71 70 91 84 89 79 75 99 84 88 86 66 78 89 76 88 96 96 83 75 85 78 82 97 84 91 86 61 72 83 98 79 94 76 88 86 88 79 70 90 95 79 98 80 79 88 78 80 77 73 83 78 78 83 84 84 0 88 73 74 72 99 73 79 106 77 86 88 82 85 73 88 98 88 78
2599 80 87 81 76 79 78 90 89 84 90 69 88 64 76 86 94 70 90 80 95 72 86 74 85 77 88 78 75 101 75 78 88 87 71 93 78 70 77 87 81 85 88 108 85 86 82 85 79 87 80 91 71 85 79 74 90 82 79 87 93 76 76 97 77 92 82 88 0 77 91 89 84 75 84 86 95 84 82 93 66 73 80 89 87 79
2023 86 96 88 75 99 83 81 77 76 90 90 86 75 92 63 79 79 89 86 83 88 74 58 80 77 88 78 88 85 84 80 85 82 70 83 96 83 67 92 83 78 100 95 80 78 90 71 83 104 86 84 86 90 95 77 94 87 78 84 92 91 89 89 84 80 84 73 77 0 75 100 78 77 71 99 82 74 83 92 69 66 90 82 90 74
115 80 85 80 82 84 89 77 75 77 87 86 96 85 85 102 80 75 74 76 80 80 62 90 79 83 88 97 83 77 85 81 83 74 80 87 85 76 95 90 81 88 84 81 86 79 78 68 88 86 69 79 76 73 74 82 84 77 86 75 94 78 90 70 82 74 86 74 91 75 0 89 72 85 82 86 90 82 83 100 82 90 89 88 82 97
1885 83 78 79 63 74 89 84 89 90 79 92 76 90 71 68 82 105 92 86 93 88 78 91 92 84 83 96 81 94 85 77 83 84 79 72 84 79 79 78 70 75 89 90 88 75 81 99 89 77 98 66 64 77 91 92 96 77 84 101 83 92 83 86 75 81 87 72 89 100 89 0 79 102 92 71 75 80 91 75 74 77 84 74 74 71
1296 87 71 83 71 87 75 88 79 94 83 83 94 82 81 74 84 93 93 79 86 88 69 77 91 85 85 96 74 90 91 97 83 81 82 68 84 82 91 92 85 87 83 89 89 64 71 88 80 86 85 83 78 98 72 72 97 81 82 78 85 85 84 90 81 84 82 99 84 78 72 79 0 76 84 76 84 68 93 94 92 78 97 77 84 88
1212 100 85 71 81 96 75 95 86 88 80 103 79 86 66 74 85 82 82 77 89 96 84 93 80 81 79 81 82 76 96 77 88 90 92 88 69 85 82 84 79 71 72 76 85 77 100 88 92 71 70 76 62 84 88 88 76 70 103 98 81 91 77 87 87 79 84 73 75 77 85 102 76 0 84 79 72 77 87 85 88 89 84 74 85 83
2423 81 82 79 80 72 72 83 83 79 89 80 83 74 78 88 79 91 84 90 96 76 76 84 95 92 86 88 82 86 97 87 96 75 76 72 74 87 91 91 93 75 83 89 76 62 88 94 78 86 89 87 72 82 91 85 80 83 77 94 62 72 72 89 79 81 86 79 84 71 82 92 84 84 0 98 56 99 84 84 90 87 97 106 87 92

1390 90 104 80 90 71 83 86 80 71 77 67 80 84 77 82 70 83 84 97 65 109 90 83 85 83 101 78 90 94 86 90 82 85 90 79 78 77 101 78 98 85 96 81 80 84 70 93 79 77 78 81 78 77 93 81 71 64 77 93 80 100 76 92 78 80 69 106 86 99 86 71 76 79 98 0 69 80 80 83 86 73 80 89 80 78
839 89 87 83 90 69 84 82 75 86 93 85 88 73 82 74 80 72 78 76 85 88 100 78 92 91 82 79 94 84 61 76 74 79 80 98 100 82 96 97 86 83 81 60 76 75 101 88 89 90 79 73 97 80 78 76 77 79 84 82 78 84 90 98 77 78 84 77 95 82 90 75 84 72 56 69 0 77 84 83 75 97 102 78 75 94
226 91 87 92 76 83 72 81 89 80 87 74 82 96 82 66 106 87 87 69 84 81 73 89 84 93 70 82 93 73 88 75 84 94 87 78 82 87 98 89 75 95 81 97 89 88 78 74 102 87 77 82 96 81 83 83 80 74 67 75 87 79 89 81 83 78 78 86 84 74 82 80 68 77 99 80 77 0 85 80 97 92 91 78 84 81
168 75 77 89 81 83 87 88 76 97 86 85 95 89 81 83 95 84 77 81 84 90 79 70 80 85 74 86 72 84 81 85 98 84 75 85 82 86 74 76 84 83 91 69 96 76 83 82 80 81 80 74 67 96 87 79 83 76 77 87 74 89 90 84 89 88 96 88 82 83 83 91 93 87 84 80 84 85 0 88 75 99 85 73 77 78
2354 73 93 88 81 82 83 77 84 75 83 85 69 85 79 73 71 89 77 84 81 78 76 88 67 74 87 101 64 84 96 81 82 66 81 69 93 85 85 81 74 83 79 73 92 80 87 88 85 81 79 79 81 82 79 97 84 84 78 79 81 87 83 90 69 100 95 82 93 92 100 75 94 85 84 83 83 80 88 0 69 93 99 75 86 85
1254 71 104 76 75 86 77 89 81 82 90 86 80 89 77 90 88 89 80 78 81 87 88 89 86 83 88 76 97 89 86 87 88 78 81 82 83 89 86 82 91 85 103 78 78 79 85 86 91 74 88 90 71 78 78 77 85 92 85 85 78 73 81 70 91 91 73 85 66 69 82 74 92 88 90 86 75 97 75 69 0 78 82 87 77 93
1523 76 79 95 93 86 103 90 89 95 90 89 68 86 74 80 80 101 87 71 95 77 86 87 78 81 86 89 80 89 85 82 86 80 75 89 98 85 85 88 66 77 80 72 89 82 85 70 89 89 70 78 67 85 83 79 74 80 82 84 83 82 87 83 80 83 85 73 73 66 90 77 78 89 87 73 97 92 99 93 78 0 76 82 105 70
2621 91 78 60 76 81 74 82 87 74 83 81 88 82 77 94 80 71 89 84 91 81 73 88 65 81 82 88 89 86 84 95 80 81 81 82 82 95 74 78 60 86 81 75 87 84 78 80 74 71 91 98 80 83 88 80 73 78 84 86 75 84 79 91 84 77 86 88 80 90 89 84 97 84 97 80 102 91 85 99 82 76 0 84 98 88
1576 85 85 79 80 90 76 82 79 87 73 78 91 89 90 91 79 71 79 81 86 90 91 81 68 68 80 81 74 85 88 92 67 99 92 95 79 99 88 78 75 82 85 99 82 77 89 74 80 89 99 101 80 73 79 79 82 77 97 76 82 78 71 85 88 68 103 98 89 82 88 74 77 74 106 89 78 78 73 75 87 82 84 0 77 78
509 85 74 71 90 86 91 97 80 68 80 85 81 77 76 71 88 88 77 92 78 97 81 77 91 71 94 82 94 82 83 86 75 87 98 83 72 82 88 90 87 89 86 72 81 90 82 88 79 91 82 92 84 72 63 83 61 88 86 79 74 97 72 87 79 96 69 88 87 90 82 74 84 85 87 80 75 84 77 86 77 105 98 77 0 87
1595 71 98 77 89 74 85 78 85 89 77 77 90 82 78 80 81 94 85 84 76 74 89 88 90 90 87 90 76 93 78 79 85 79 88 77 90 81 86 96 95 86 73 86 87 79 91 75 87 95 83 77 99 71 93 77 77 75 78 63 86 69 90 64 94 64 111 78 79 74 97 71 88 83 92 78 94 81 78 85 93 70 88 78 87 0

I think it's safe to say that this problem has been solved.

[ATannahill]

i finally got it to work, but i was at the wrong directory, i didnt go into the windows folder