#!/usr/bin/env python # instructions: cut and paste the data from the website into the # "text" string below. If you do it correctly, each line should begin # with the rank and end with the NCSOS Pyth rank. It's OK to include # the descriptive lines like "Strength of schedule" and "Rank Team # Conf ..." Including blank lines is also OK. The pasted text should # go between the 3x quotes, e.g. # text = """ # blah blah blha text # more text etc. etc. # """ # # When you're done, you'll have a dictionary called kpomdata. It's a # little fancier than the dictionaries you've used before in that it's # a dictionary of dictionaries. If you want Kentucky's Pyth, you get # it like kpomdata["Kentucky"]["Pyth"], i.e. the ratio between # Kentucky's Pyth and Navy's Pyth is # ratio = kpomdata["Kentucky"]["Pyth"]/kpomdata["Navy"]["Pyth"] text = """ Strength of Schedule NCSOS Rank Team Conf W-L Pyth AdjO AdjD AdjT Luck Pyth OppO OppD Pyth 1 Florida 3 SEC 26-7 .9731 118.4 5 83.4 2 62.5 299 -.106 337 .6821 41 104.0 63 96.5 32 .6188 53 2 Louisville 1 BE 29-5 .9721 114.6 15 81.0 1 67.2 112 -.030 257 .7358 10 105.7 11 95.7 9 .5755 93 3 Indiana 1 B10 27-6 .9655 123.2 1 89.0 19 67.8 86 -.023 240 .7179 19 105.1 29 96.0 13 .3977 286 4 Gonzaga 1 WCC 31-2 .9578 119.8 3 88.4 14 64.6 231 +.033 91 .6013 96 103.5 86 99.4 109 .6250 48 5 Ohio St. 2 B10 26-7 .9475 114.7 14 86.5 6 64.3 248 +.019 131 .7378 9 105.4 18 95.2 5 .4153 269 6 Duke 2 ACC 27-5 .9454 119.6 4 90.6 25 67.9 81 +.018 133 .7340 11 106.7 8 96.7 35 .6834 19 7 Pittsburgh 8 BE 24-8 .9426 116.5 9 88.7 17 60.2 339 -.059 308 .6197 84 103.5 83 98.7 88 .2851 339 8 Kansas 1 B12 29-5 .9418 112.7 25 85.9 5 67.7 91 +.019 130 .6653 58 105.1 28 98.3 78 .5868 79 9 Wisconsin 5 B10 23-11 .9374 108.8 52 83.6 3 62.0 310 -.026 250 .7564 5 107.4 1 96.1 20 .4810 201 10 Michigan St. 3 B10 25-8 .9325 112.8 24 87.3 8 64.4 244 +.006 164 .7784 1 107.3 2 94.9 3 .5232 152 11 Michigan 4 B10 26-7 .9283 120.6 2 93.9 58 65.0 215 -.011 218 .7207 16 105.6 13 96.3 22 .4241 260 12 Georgetown 2 BE 25-6 .9263 108.0 62 84.4 4 61.9 313 +.048 54 .6982 29 105.3 19 97.1 44 .4025 284 13 Syracuse 4 BE 26-9 .9213 114.2 16 89.8 23 64.5 235 -.002 193 .7244 14 104.7 41 95.2 4 .4076 279 14 Miami FL 2 ACC 27-6 .9164 113.3 20 89.7 22 63.3 282 +.028 101 .7183 18 106.5 9 97.2 49 .6241 49 15 Creighton 7 MVC 27-7 .9059 118.3 6 94.8 78 65.0 213 -.021 235 .6199 83 103.2 93 98.4 79 .5520 111 16 St. Louis 4 A10 27-6 .9039 108.2 58 87.0 7 65.1 207 -.005 200 .5896 106 102.6 109 99.0 99 .4244 259 17 New Mexico 3 MWC 29-5 .9035 109.7 45 88.2 11 64.8 220 +.083 19 .7231 15 105.3 22 95.8 10 .6362 42 18 Missouri 9 SEC 23-10 .8968 115.0 13 93.1 48 67.4 103 -.026 251 .6461 73 103.5 85 97.6 60 .4713 213 19 Arizona 6 P12 25-7 .8946 113.3 18 92.0 36 67.0 123 +.006 167 .6899 33 104.5 44 96.7 36 .5580 105 20 Oklahoma St. 5 B12 24-8 .8936 108.4 56 88.1 9 67.7 94 -.014 224 .6507 71 105.2 26 99.0 97 .4710 214 21 Virginia Commonwealth 5 A10 26-8 .8917 113.3 19 92.2 43 68.4 63 -.010 213 .6080 89 103.6 82 99.3 108 .4849 197 22 St. Mary's 11 WCC 27-6 .8866 115.6 11 94.6 68 64.8 223 +.040 73 .5766 114 103.0 98 100.0 119 .5059 173 23 Minnesota 11 B10 20-12 .8857 112.6 26 92.2 42 63.0 288 -.035 269 .7673 2 107.3 3 95.5 8 .5798 89 24 Colorado St. 8 MWC 25-8 .8851 117.8 7 96.5 98 65.0 214 -.003 195 .6775 48 104.0 66 96.7 37 .5101 166 25 Marquette 3 BE 23-8 .8805 113.4 17 93.3 50 64.9 217 +.066 28 .7282 12 104.2 57 94.6 1 .5281 140 26 San Diego St. 7 MWC 22-10 .8764 106.7 76 88.2 10 66.8 126 -.046 287 .7078 24 105.4 16 96.7 34 .5589 104 27 Virginia ACC 21-11 .8759 107.5 67 88.9 18 60.5 338 -.071 317 .5909 105 102.2 119 98.6 84 .3227 327 28 North Carolina 8 ACC 24-10 .8739 112.3 27 93.0 47 70.6 16 +.039 77 .7087 23 105.3 21 96.5 31 .4982 179 29 Iowa B10 21-12 .8724 107.9 63 89.5 21 67.8 88 -.051 299 .6558 65 104.3 51 98.0 68 .2876 336 30 Kansas St. 4 B12 27-7 .8677 113.2 21 94.2 64 62.8 293 +.068 26 .6600 61 104.3 50 97.8 66 .4641 222 31 Notre Dame 7 BE 25-9 .8676 115.3 12 95.9 90 61.6 320 +.045 62 .6794 44 103.4 87 96.1 19 .3561 309 32 Middle Tennessee 11 SB 28-5 .8665 106.9 73 89.1 20 65.1 210 +.056 40 .4394 202 98.7 254 101.1 164 .6409 40 33 Wichita St. 9 MVC 26-8 .8618 109.1 50 91.3 30 64.6 233 -.002 192 .6229 81 104.2 58 99.2 103 .5348 131 34 Mississippi 12 SEC 26-8 .8609 111.8 28 93.6 55 70.8 12 +.002 180 .5856 109 101.9 129 98.5 81 .3072 333 35 North Carolina St. 8 ACC 24-10 .8605 116.1 10 97.2 105 68.2 74 -.020 234 .6858 37 105.0 31 97.3 53 .5244 149 36 Nevada Las Vegas 5 MWC 25-9 .8590 105.3 99 88.3 13 68.8 53 -.001 189 .6721 55 104.9 34 97.8 65 .5008 175 37 Iowa St. 10 B12 22-11 .8567 116.9 8 98.2 121 69.3 34 -.034 268 .6364 74 103.0 97 97.6 59 .4149 270 38 Denver WAC 21-9 .8552 111.0 33 93.4 51 58.8 346 -.048 293 .4981 147 101.2 143 101.2 172 .5824 84 39 Memphis 6 CUSA 30-4 .8550 107.8 64 90.7 26 69.7 28 +.020 127 .5211 136 102.5 115 101.6 194 .5063 171 40 Cincinnati 10 BE 22-11 .8462 104.4 117 88.4 15 64.3 250 +.002 178 .6790 46 103.8 75 96.5 27 .3572 308 Strength of Schedule NCSOS Rank Team Conf W-L Pyth AdjO AdjD AdjT Luck Pyth OppO OppD Pyth 41 Baylor B12 18-14 .8440 111.8 29 94.8 77 67.1 118 -.123 344 .6754 50 104.5 46 97.3 52 .5427 123 42 Illinois 7 B10 22-12 .8408 109.7 47 93.2 49 66.0 166 +.050 49 .7666 3 107.0 4 95.3 6 .5319 135 43 Oregon 12 P12 26-8 .8395 104.1 121 88.6 16 68.9 46 +.063 30 .6028 95 102.8 103 98.7 86 .3268 325 44 UCLA 6 P12 25-9 .8353 110.4 38 94.3 65 69.3 35 +.062 32 .6996 26 104.3 54 96.0 15 .5445 121 45 Villanova 9 BE 20-13 .8341 105.4 94 90.0 24 67.7 93 +.022 123 .7441 8 105.2 27 94.8 2 .5273 142 46 Belmont 11 OVC 26-6 .8331 109.9 42 93.9 59 67.3 107 +.010 157 .4720 170 101.9 130 103.0 252 .6487 34 47 Kentucky SEC 21-11 .8325 110.7 34 94.7 75 67.3 105 +.011 156 .6587 62 103.9 71 97.4 55 .5240 151 48 Stanford P12 18-14 .8307 109.9 41 94.1 62 68.2 73 -.091 331 .6989 27 105.2 24 96.9 41 .5955 73 49 Boise St. 13 MWC 21-10 .8291 111.6 30 95.6 86 66.4 153 +.012 152 .6859 36 104.8 38 97.1 46 .5062 172 50 Colorado 10 P12 21-11 .8278 105.8 85 90.8 28 65.0 216 +.040 76 .7206 17 105.7 12 96.4 24 .6143 56 51 Oklahoma 10 B12 20-11 .8196 110.6 36 95.4 82 66.8 129 +.003 173 .6839 40 104.8 36 97.2 50 .5642 103 52 Butler 6 A10 26-8 .8146 108.0 60 93.5 53 64.4 242 +.106 7 .6724 54 105.0 30 97.9 67 .5945 75 53 Connecticut BE 20-10 .8143 108.7 54 94.1 61 65.4 191 +.012 150 .7017 25 104.4 48 96.0 16 .5182 155 54 Akron 12 MAC 26-6 .8107 105.6 89 91.7 33 66.6 135 +.012 151 .4935 152 100.7 156 101.0 157 .5388 126 55 Maryland ACC 22-12 .8093 106.0 84 92.1 38 67.5 100 -.047 290 .5910 104 103.7 77 100.1 121 .2440 345 56 Southern Mississippi CUSA 25-9 .8081 110.6 37 96.1 92 64.8 225 +.017 137 .5553 118 102.0 125 99.8 116 .5678 102 57 La Salle 13 A10 21-9 .8070 109.8 43 95.5 83 66.5 141 +.030 98 .6161 87 103.4 89 98.7 89 .5092 167 58 California 12 P12 20-11 .7929 105.8 86 92.9 46 65.9 175 +.043 66 .6984 28 104.5 45 96.3 21 .5818 85 59 Davidson 14 SC 26-7 .7929 110.4 40 96.8 103 65.2 205 +.016 141 .3763 267 98.5 261 103.4 270 .6866 16 60 Stony Brook AE 24-7 .7929 104.8 109 91.9 35 64.3 251 -.038 273 .3895 256 97.5 301 101.9 205 .5299 136 61 Alabama SEC 21-12 .7881 103.2 133 90.8 27 61.6 319 +.018 134 .6576 63 104.0 65 97.6 61 .5340 132 62 Bucknell 11 Pat 28-5 .7879 105.3 95 92.7 45 63.2 285 -.022 239 .4536 186 100.5 169 102.3 225 .5854 81 63 Illinois St. MVC 18-15 .7820 108.4 55 95.7 88 70.3 23 -.093 332 .6065 91 103.2 92 98.9 93 .4645 219 64 Purdue B10 15-17 .7768 104.6 113 92.7 44 66.4 151 -.053 303 .7151 20 105.4 17 96.3 23 .4200 265 65 Providence BE 17-14 .7762 105.8 88 93.7 57 66.4 148 -.036 271 .6797 43 103.8 76 96.4 25 .3705 303 66 Valparaiso 14 Horz 26-7 .7761 109.8 44 97.3 106 65.9 170 +.024 113 .4485 193 99.5 215 101.6 188 .4323 255 67 Tennessee SEC 20-12 .7730 108.3 57 96.1 93 63.5 274 +.013 147 .6667 56 103.4 88 96.7 33 .5502 113 68 Temple 9 A10 23-9 .7708 110.6 35 98.3 124 67.0 120 +.040 75 .6241 79 103.7 79 98.7 87 .5562 108 69 Dayton A10 17-14 .7664 111.3 31 99.1 137 66.0 168 -.100 335 .6071 90 102.4 117 98.1 70 .4887 193 70 Northern Iowa MVC 18-14 .7630 104.9 106 93.6 56 62.7 294 -.034 267 .6791 45 104.9 32 97.5 58 .6712 24 71 Brigham Young WCC 21-11 .7604 107.1 72 95.7 87 71.3 7 -.012 220 .5807 113 104.1 62 100.8 150 .5330 134 72 North Dakota St. Sum 24-9 .7589 103.1 135 92.2 40 60.9 331 +.003 174 .4049 238 100.4 175 104.2 310 .5911 76 73 Arkansas SEC 19-13 .7509 105.5 92 94.7 76 71.0 9 +.004 170 .6262 77 102.8 100 97.7 64 .4068 281 74 Detroit Horz 20-12 .7472 113.0 23 101.6 179 70.3 22 -.043 283 .5701 116 101.5 137 98.7 90 .6886 14 75 Stephen F. Austin Slnd 27-4 .7426 97.8 215 88.2 12 60.7 335 -.001 190 .2886 333 96.6 317 105.5 338 .4479 247 76 Saint Joseph's A10 18-13 .7420 107.2 70 96.7 101 62.9 291 -.011 217 .6295 76 104.1 61 98.9 92 .5530 110 77 Arizona St. P12 21-12 .7319 106.5 78 96.6 99 65.3 196 -.001 187 .5837 111 102.6 111 99.2 107 .2547 342 78 Xavier A10 17-14 .7276 104.7 111 95.1 79 63.3 280 -.055 306 .6469 72 103.9 67 98.0 69 .5801 88 79 Ohio MAC 24-9 .7265 105.1 100 95.5 84 67.9 83 +.035 88 .4511 191 99.5 220 101.4 179 .4214 264 80 New Mexico St. 13 WAC 24-10 .7246 104.0 122 94.6 74 65.1 208 +.027 104 .5263 132 101.5 139 100.4 132 .6204 52 Strength of Schedule NCSOS Rank Team Conf W-L Pyth AdjO AdjD AdjT Luck Pyth OppO OppD Pyth 81 Massachusetts A10 21-11 .7178 107.2 71 97.8 116 70.6 18 +.082 20 .6340 75 103.8 74 98.4 80 .5382 128 82 Washington P12 18-15 .7177 105.6 90 96.4 95 65.5 189 +.004 172 .6888 34 104.7 40 96.9 39 .5279 141 83 Richmond A10 18-14 .7174 109.7 46 100.2 155 63.5 272 -.017 229 .6041 92 103.1 94 98.9 95 .4837 198 84 Evansville MVC 18-14 .7160 104.7 112 95.6 85 65.7 180 -.045 285 .5984 99 103.1 95 99.1 100 .4547 237 85 Vanderbilt SEC 16-17 .7101 102.1 146 93.5 54 60.7 334 -.026 249 .6528 67 103.8 72 97.6 62 .5129 161 86 Louisiana Tech WAC 26-6 .7055 100.0 179 91.9 34 70.6 19 +.084 18 .4333 209 100.0 194 102.6 237 .3738 300 87 Air Force MWC 17-13 .7047 111.3 32 102.2 190 64.4 243 +.022 118 .6733 53 103.9 68 96.8 38 .4100 275 88 Washington St. P12 13-19 .7019 106.7 77 98.1 120 61.9 311 -.134 345 .6241 80 103.3 91 98.3 75 .3659 306 89 Santa Clara WCC 21-11 .6966 106.8 75 98.5 125 67.2 115 +.022 119 .5308 130 101.5 138 100.3 127 .4069 280 90 Boston College ACC 16-17 .6845 109.6 48 101.7 180 63.9 262 +.026 110 .6854 39 104.7 39 97.1 45 .4358 254 91 Louisiana St. SEC 19-12 .6821 105.0 105 97.4 109 68.6 57 +.060 34 .6029 94 102.3 118 98.2 72 .3352 319 92 Princeton Ivy 17-11 .6813 107.4 68 99.8 146 60.8 332 -.071 318 .4859 158 100.5 170 101.0 160 .6095 65 93 Weber St. BSky 26-6 .6796 106.1 81 98.6 127 64.8 222 -.025 247 .2894 332 97.4 309 106.4 346 .5197 154 94 Georgia Tech ACC 16-15 .6776 98.4 204 91.6 32 66.7 132 -.037 272 .6034 93 104.3 52 100.1 122 .2845 340 95 Fresno St. MWC 11-19 .6746 99.0 194 92.2 41 62.0 309 -.062 310 .7475 7 106.8 6 96.0 18 .6341 44 96 Iona 15 MAAC 20-13 .6722 113.1 22 105.5 257 70.6 17 -.097 333 .5231 134 100.5 168 99.6 112 .6238 50 97 Georgia SEC 15-17 .6717 101.4 154 94.6 69 62.3 304 -.002 194 .6548 66 103.6 81 97.4 54 .4978 180 98 Texas B12 16-17 .6708 101.2 161 94.4 66 65.7 181 -.008 209 .6664 57 103.9 69 97.1 48 .5112 163 99 Southern California P12 14-18 .6707 101.4 155 94.6 73 67.5 98 -.015 225 .7281 13 105.5 14 95.9 11 .6425 37 100 Lehigh Pat 21-9 .6704 106.5 79 99.4 142 66.9 125 +.016 140 .4282 216 99.8 203 102.7 238 .4880 195 101 Texas A&M SEC 18-15 .6687 103.3 131 96.5 97 61.3 321 -.013 221 .6260 78 102.7 107 97.6 63 .4146 271 102 South Dakota St. 13 Sum 25-9 .6675 110.4 39 103.1 209 64.1 258 +.030 99 .4031 241 99.4 222 103.3 262 .6179 55 103 Wyoming MWC 19-13 .6625 101.0 163 94.6 72 60.7 336 +.044 65 .6858 38 104.6 42 97.0 42 .4750 211 104 Oregon St. P12 14-18 .6624 107.8 65 100.9 163 68.5 59 -.120 342 .5977 100 102.1 124 98.2 74 .2972 334 105 Rutgers BE 15-16 .6612 106.2 80 99.4 144 64.1 260 +.015 145 .6978 30 104.1 60 96.0 14 .4139 272 106 Indiana St. MVC 18-14 .6578 100.8 167 94.6 71 65.4 190 +.042 68 .6748 52 105.4 15 98.2 73 .6113 62 107 St. John's BE 16-15 .6557 98.0 213 92.0 37 67.7 90 +.045 63 .6920 32 105.2 23 97.2 51 .4287 257 108 Harvard 14 Ivy 19-9 .6504 106.1 83 99.8 147 64.4 245 +.015 143 .5005 144 100.9 147 100.9 152 .6325 46 109 George Washington A10 13-17 .6415 98.9 198 93.4 52 67.9 80 -.085 328 .6183 86 104.0 64 99.2 106 .4959 182 110 Kent St. MAC 20-13 .6375 106.9 74 101.1 167 66.6 139 -.031 258 .4793 164 99.9 197 100.7 146 .4770 208 111 Seton Hall BE 15-18 .6359 102.8 137 97.4 107 64.6 232 -.026 252 .6749 51 103.6 80 96.5 28 .3384 318 112 Utah St. WAC 21-10 .6355 107.6 66 101.9 183 62.0 307 +.024 111 .4624 177 100.1 189 101.6 189 .4123 273 113 Texas El Paso CUSA 18-14 .6337 102.2 144 96.9 104 61.2 323 +.001 182 .5484 119 102.5 116 100.6 139 .6124 57 114 Clemson ACC 13-18 .6297 99.0 196 94.0 60 62.5 297 -.111 338 .6157 88 104.2 59 99.5 111 .3264 326 115 Eastern Kentucky OVC 24-9 .6250 108.8 53 103.5 212 64.7 226 +.024 112 .3890 257 99.0 236 103.5 272 .3969 287 116 Utah P12 15-18 .6220 103.1 134 98.2 123 62.3 303 -.027 254 .6755 49 104.2 56 97.0 43 .3803 295 117 Florida St. ACC 18-15 .6185 105.1 102 100.2 157 65.3 197 +.098 10 .6948 31 104.6 43 96.5 30 .4883 194 118 St. Bonaventure A10 14-15 .6173 108.0 61 103.1 208 66.6 134 -.039 275 .5928 101 104.3 55 100.5 137 .4893 190 119 Wright St. Horz 21-12 .6147 95.6 253 91.4 31 63.0 289 +.008 161 .4662 174 100.9 150 102.2 220 .3849 294 120 Wisconsin Green Bay Horz 18-15 .6143 102.6 138 98.1 119 63.4 277 -.041 278 .5086 142 101.3 142 101.0 156 .5485 116 Strength of Schedule NCSOS Rank Team Conf W-L Pyth AdjO AdjD AdjT Luck Pyth OppO OppD Pyth 121 Pacific 15 BW 22-12 .6104 105.0 104 100.5 159 63.2 283 +.058 39 .5400 124 102.8 101 101.2 170 .7385 4 122 Loyola MD MAAC 21-11 .6079 103.7 125 99.4 141 63.9 263 +.037 84 .4539 185 98.9 241 100.7 144 .4527 239 123 Canisius MAAC 18-13 .6073 109.1 49 104.6 238 66.0 165 -.014 222 .5101 141 100.9 148 100.5 136 .5786 90 124 Drake MVC 15-17 .6035 105.3 96 101.1 166 68.5 58 +.002 179 .6517 70 104.8 35 98.6 85 .5534 109 125 West Virginia B12 13-19 .5933 103.6 127 99.9 149 64.5 234 -.042 281 .6787 47 105.8 10 98.3 77 .5709 97 126 Florida Gulf Coast 15 ASun 24-10 .5930 101.5 151 97.9 117 68.7 54 +.035 87 .3859 259 98.8 248 103.4 269 .6402 41 127 Mercer ASun 23-11 .5849 101.1 162 97.8 114 62.4 301 +.022 122 .3388 304 97.5 302 104.1 305 .5515 112 128 Nebraska B10 15-18 .5790 100.9 166 97.8 115 61.9 314 +.104 8 .7622 4 106.9 5 95.5 7 .4828 200 129 Wake Forest ACC 13-18 .5788 99.5 187 96.4 94 69.3 37 -.007 202 .6606 60 105.2 25 98.6 82 .4216 263 130 Niagara MAAC 19-13 .5768 104.8 110 101.7 181 69.0 45 +.011 155 .4801 162 100.6 162 101.4 177 .5249 148 131 Cal Poly BW 18-13 .5760 105.6 91 102.5 197 59.5 345 +.003 175 .4944 150 101.7 135 101.9 203 .6499 31 132 Arkansas St. SB 19-12 .5730 97.4 223 94.6 70 65.8 177 -.033 263 .3584 290 98.0 286 103.7 287 .3311 322 133 Northwestern St. 14 Slnd 23-8 .5729 105.3 97 102.3 194 72.9 1 +.039 79 .3750 270 97.2 312 102.2 216 .7211 10 134 Charlotte A10 21-11 .5727 98.8 201 96.0 91 67.8 84 +.145 1 .5643 117 103.3 90 100.7 143 .3525 312 135 San Francisco WCC 15-16 .5694 105.4 93 102.6 201 66.9 124 -.041 279 .5855 110 102.5 112 99.1 101 .5067 169 136 Vermont AE 21-11 .5673 101.6 149 99.0 133 61.7 317 +.000 185 .3716 274 97.5 305 102.6 236 .4475 248 137 Northwestern B10 13-19 .5661 102.6 140 100.0 150 61.2 325 -.023 242 .7109 21 105.3 20 96.5 26 .3705 302 138 Central Florida CUSA 20-11 .5659 105.0 103 102.4 195 66.1 163 +.050 51 .4957 149 100.4 176 100.5 138 .4167 266 139 Murray St. OVC 21-10 .5612 103.5 128 101.0 164 65.9 174 -.012 219 .4257 219 100.4 173 103.4 267 .5752 94 140 UC Irvine BW 20-15 .5578 100.0 180 97.8 113 65.9 173 +.015 144 .5249 133 102.1 123 101.1 166 .6822 20 141 Robert Morris NEC 23-10 .5546 102.3 143 100.2 154 65.1 212 +.037 83 .3248 316 97.9 289 105.1 330 .4551 236 142 George Mason CAA 18-14 .5525 101.8 148 99.7 145 66.2 158 -.021 236 .4826 161 100.8 154 101.5 184 .6424 38 143 Texas Arlington WAC 19-13 .5525 97.7 218 95.7 89 66.5 140 +.054 42 .4917 153 100.4 172 100.7 145 .4605 229 144 Manhattan MAAC 14-18 .5478 93.9 279 92.2 39 61.8 315 -.022 237 .5410 123 102.0 128 100.4 129 .6496 32 145 Montana 13 BSky 25-6 .5473 103.5 129 101.6 175 63.8 266 +.120 3 .3421 302 99.6 212 106.1 344 .7174 11 146 South Florida BE 12-19 .5431 99.1 193 97.4 108 60.0 342 -.008 206 .7093 22 104.8 37 96.0 17 .4106 274 147 Albany 15 AE 24-10 .5430 100.7 170 99.0 134 63.1 287 +.088 13 .3558 292 96.3 323 102.0 211 .3479 314 148 Long Beach St. BW 19-13 .5425 104.0 123 102.2 191 66.8 128 +.098 9 .5813 112 102.7 104 99.5 110 .8359 1 149 Penn St. B10 10-21 .5406 100.6 171 99.0 135 65.6 187 +.019 128 .7508 6 106.8 7 95.9 12 .4491 243 150 Tulane CUSA 19-14 .5335 105.1 101 103.7 218 65.4 193 -.047 291 .4034 240 98.3 270 102.1 215 .2792 341 151 Boston University AE 17-12 .5312 103.2 132 102.0 185 65.9 169 -.025 248 .4057 237 97.5 307 101.2 168 .4918 185 152 Western Michigan MAC 20-12 .5279 101.3 159 100.2 156 65.5 188 +.052 48 .4511 190 99.9 196 101.9 199 .5293 137 153 Army Pat 16-15 .5213 104.2 120 103.3 211 68.3 66 -.083 327 .3954 249 98.8 252 102.9 249 .3725 301 154 East Carolina CUSA 18-12 .5185 106.1 82 105.3 251 68.8 51 +.046 59 .5209 137 101.6 136 100.8 148 .4433 250 155 Lafayette Pat 19-15 .5171 104.8 107 104.1 230 65.6 186 +.047 55 .4443 197 100.3 179 102.5 233 .4600 230 156 Rider MAAC 18-14 .5171 97.1 228 96.5 96 65.7 179 +.040 72 .4757 168 100.0 192 101.0 159 .4888 191 157 Texas Southern SWAC 17-14 .5163 104.3 118 103.6 215 64.1 257 -.061 309 .3003 330 95.4 329 103.6 283 .7431 3 158 College of Charleston SC 24-10 .5139 99.3 190 98.7 129 64.7 228 +.110 6 .3545 293 98.1 279 104.0 302 .5250 147 159 Fairfield MAAC 19-15 .5126 94.6 270 94.2 63 61.7 318 +.012 149 .4765 166 100.2 183 101.1 163 .5070 168 160 UAB CUSA 16-17 .5051 98.8 200 98.6 128 70.2 24 +.003 176 .5394 125 102.5 114 100.9 153 .4912 186 Strength of Schedule NCSOS Rank Team Conf W-L Pyth AdjO AdjD AdjT Luck Pyth OppO OppD Pyth 161 Nevada MWC 12-19 .5017 103.7 126 103.6 214 67.0 121 +.038 81 .6885 35 104.9 33 97.1 47 .4898 188 162 DePaul BE 11-21 .4980 104.2 119 104.3 234 72.3 4 -.049 294 .6563 64 102.8 99 96.5 29 .3102 331 163 North Carolina Central MEAC 22-9 .4930 96.5 242 96.8 102 64.2 254 +.026 108 .3056 327 94.5 338 102.4 226 .5373 129 164 Loyola Chicago Horz 15-16 .4910 101.3 158 101.6 177 63.5 275 -.082 325 .4318 214 98.9 246 101.5 187 .3414 317 165 Virginia Tech ACC 13-19 .4906 105.3 98 105.7 259 66.6 137 +.031 96 .6652 59 104.3 53 97.5 57 .3965 288 166 Western Illinois Sum 22-8 .4895 94.0 276 94.4 67 57.8 347 +.042 69 .3338 308 98.2 273 105.1 329 .3470 315 167 Drexel CAA 13-18 .4892 99.6 185 100.0 152 61.8 316 -.088 329 .4861 157 101.1 144 101.6 191 .6236 51 168 Tennessee St. OVC 18-14 .4827 102.6 139 103.3 210 67.9 82 +.046 57 .4993 146 101.9 131 101.9 204 .6184 54 169 Oral Roberts Slnd 18-14 .4771 103.1 136 104.0 227 65.2 201 -.032 262 .4080 235 98.3 269 101.9 206 .6793 23 170 Southern 16 SWAC 23-9 .4765 95.7 252 96.6 100 64.9 219 -.018 232 .1945 347 92.5 347 106.2 345 .5949 74 171 Delaware CAA 19-14 .4730 101.9 147 103.0 204 67.3 110 +.078 22 .5000 145 100.6 160 100.6 140 .6971 13 172 Bradley MVC 16-16 .4730 100.4 173 101.4 172 66.4 144 +.027 105 .5345 127 102.1 121 100.8 147 .2858 338 173 Towson CAA 18-13 .4730 101.4 157 102.5 198 66.3 154 +.054 43 .4557 184 100.1 187 101.9 201 .5682 101 174 San Diego WCC 16-18 .4712 100.8 169 101.9 184 63.8 267 +.039 80 .5876 108 102.6 108 99.2 102 .4536 238 175 Tulsa CUSA 17-15 .4705 98.2 208 99.4 140 67.7 92 +.050 52 .5133 140 102.0 127 101.5 183 .5109 164 176 Georgia St. CAA 15-16 .4674 103.7 124 105.0 247 64.1 256 -.050 297 .4247 221 99.8 204 102.8 245 .5165 156 177 Buffalo MAC 14-20 .4658 102.5 141 103.8 220 65.3 199 -.068 313 .5180 138 101.3 141 100.6 141 .6002 70 178 Houston CUSA 19-12 .4643 105.8 87 107.3 275 70.4 21 -.007 203 .3201 320 96.6 318 104.0 300 .1420 347 179 James Madison 16 CAA 20-14 .4602 97.3 224 98.9 132 64.5 239 +.059 37 .3939 250 99.4 224 103.7 285 .3886 290 180 Southern Illinois MVC 14-17 .4598 100.1 178 101.6 178 62.9 292 +.046 60 .5880 107 102.7 105 99.2 104 .3885 291 181 Northeastern CAA 20-12 .4593 104.5 115 106.2 263 64.3 252 +.063 31 .4245 222 99.6 213 102.6 235 .4928 183 182 Southern Methodist CUSA 15-17 .4582 98.4 206 100.0 151 63.8 268 -.070 315 .4329 210 99.1 234 101.7 196 .3524 313 183 Western Kentucky 16 SB 20-15 .4560 100.1 177 101.8 182 65.7 182 +.039 78 .4394 203 99.0 239 101.4 175 .5864 80 184 Florida International SB 18-14 .4537 99.3 191 101.1 165 68.9 47 +.069 25 .4573 182 98.8 251 100.4 133 .5757 92 185 Long Island 16 NEC 20-13 .4522 109.0 51 111.0 319 69.6 29 +.018 135 .3296 311 97.5 303 104.5 317 .4053 283 186 Bryant NEC 19-11 .4496 107.4 69 109.5 309 65.9 172 +.059 38 .3616 286 98.8 250 104.4 316 .4855 196 187 Wagner NEC 19-12 .4469 95.8 250 97.8 112 67.4 104 +.054 44 .3659 280 99.9 201 105.4 334 .5493 115 188 Gardner Webb BSth 21-12 .4452 97.3 225 99.4 143 62.2 306 -.036 270 .3210 319 97.6 297 105.0 327 .4607 227 189 Charleston Southern BSth 19-12 .4444 99.4 188 101.6 176 67.8 85 -.050 296 .3218 318 97.5 308 104.8 325 .5254 146 190 Toledo MAC 15-13 .4420 101.6 150 103.9 223 68.0 77 +.012 148 .4201 227 98.9 245 102.0 212 .4590 231 191 Rhode Island A10 8-21 .4337 98.2 207 100.8 161 63.5 273 -.043 282 .6528 68 104.4 47 98.2 71 .5802 87 192 Yale Ivy 14-17 .4306 101.2 160 104.0 225 64.7 227 +.032 94 .5362 126 101.8 133 100.4 128 .6508 30 193 Illinois Chicago Horz 17-15 .4265 96.3 244 99.2 138 64.4 246 +.041 71 .4914 154 100.6 161 100.9 154 .4920 184 194 Auburn SEC 9-23 .4265 97.0 230 99.9 148 67.3 108 -.117 341 .5919 103 102.6 110 98.9 94 .3189 328 195 Idaho WAC 12-18 .4206 108.2 59 111.6 324 63.3 278 -.001 188 .5482 121 100.8 152 99.0 96 .5872 77 196 South Alabama SB 17-12 .4206 96.0 247 99.1 136 68.4 64 +.049 53 .4043 239 98.2 276 102.0 209 .4489 244 197 Columbia Ivy 12-16 .4158 98.8 202 102.1 187 61.2 324 -.120 343 .4275 218 99.4 221 102.3 224 .4481 246 198 Hawaii BW 17-14 .4055 101.4 156 105.3 249 69.3 33 +.023 115 .3919 252 98.7 253 103.1 257 .3104 330 199 Quinnipiac NEC 15-16 .4045 100.9 164 104.8 243 66.4 147 -.032 259 .3704 276 100.0 195 105.3 333 .4606 228 200 Morgan St. MEAC 17-15 .4002 97.6 220 101.5 173 67.0 122 -.042 280 .3019 329 94.3 339 102.4 227 .5432 122 Strength of Schedule NCSOS Rank Team Conf W-L Pyth AdjO AdjD AdjT Luck Pyth OppO OppD Pyth 201 Bowling Green MAC 13-19 .3997 95.0 264 98.9 131 64.5 238 -.091 330 .4433 199 99.8 206 102.1 213 .4093 277 202 Cal St. Fullerton BW 14-18 .3997 104.5 114 108.8 297 69.1 42 -.097 334 .4445 196 100.3 178 102.5 232 .4499 242 203 Jacksonville St. OVC 17-11 .3996 100.9 165 105.0 246 62.7 295 +.087 17 .3964 247 98.6 259 102.7 240 .3880 292 204 Youngstown St. Horz 17-15 .3988 99.8 182 103.9 221 67.8 87 +.034 89 .4978 148 100.3 180 100.4 130 .4797 202 205 South Carolina Upstate ASun 16-17 .3964 100.3 175 104.5 237 66.4 143 -.076 322 .3738 272 98.4 264 103.5 275 .5724 96 206 Oakland Sum 16-16 .3954 104.4 116 108.8 300 69.4 32 +.047 56 .5163 139 102.0 126 101.4 176 .7651 2 207 Elon SC 21-11 .3894 97.9 214 102.3 192 65.7 178 +.053 45 .3344 307 98.0 287 104.8 324 .5451 120 208 Mount St. Mary's NEC 18-14 .3889 100.3 174 104.8 244 67.3 106 +.117 4 .4237 224 100.6 165 103.6 282 .6117 60 209 Missouri St. MVC 11-22 .3880 99.5 186 104.1 229 60.9 328 +.023 117 .6527 69 103.7 78 97.5 56 .5267 143 210 UC Santa Barbara BW 11-20 .3860 96.7 239 101.2 169 64.1 259 -.040 276 .5483 120 102.8 102 100.8 151 .7290 7 211 NC Asheville BSth 16-16 .3826 99.2 192 104.0 224 69.3 38 -.076 323 .3984 245 99.3 228 103.4 266 .6605 26 212 UC Davis BW 14-17 .3796 102.1 145 107.1 272 67.3 109 -.009 211 .4389 204 100.8 151 103.3 263 .4286 258 213 High Point BSth 17-13 .3776 98.1 210 103.0 205 65.4 194 -.053 302 .2824 336 97.3 310 106.6 347 .3941 289 214 South Carolina SEC 14-18 .3757 99.0 195 104.0 226 66.4 149 +.028 103 .5276 131 99.9 198 98.8 91 .2520 343 215 William & Mary CAA 13-17 .3712 104.8 108 110.4 313 63.4 276 -.064 311 .4126 231 98.3 268 101.8 197 .4693 216 216 Loyola Marymount WCC 11-23 .3685 95.1 261 100.3 158 64.7 229 -.016 228 .6011 97 103.9 70 99.8 117 .4607 226 217 Cal St. Northridge BW 14-17 .3667 101.5 153 107.1 270 70.7 14 -.018 230 .4582 180 100.5 167 102.2 217 .4893 189 218 Southeast Missouri St. OVC 17-16 .3611 102.4 142 108.3 292 68.9 48 -.033 264 .3282 313 98.0 283 105.1 331 .3339 320 219 Savannah St. MEAC 19-14 .3592 85.9 337 90.9 29 63.3 279 +.060 36 .3804 263 96.3 322 101.0 158 .6867 15 220 Pepperdine WCC 12-18 .3568 96.8 236 102.5 199 63.9 264 +.026 107 .5458 122 102.5 113 100.7 142 .3691 304 221 Seattle WAC 8-22 .3561 92.1 298 97.6 111 69.0 43 -.174 347 .4636 176 100.4 171 101.9 200 .3774 297 222 Marshall CUSA 13-19 .3534 98.9 197 104.9 245 68.0 79 -.009 212 .5079 143 101.4 140 101.0 161 .4160 267 223 Hartford AE 17-13 .3512 91.9 300 97.6 110 64.2 253 +.088 15 .3759 268 98.1 282 103.0 253 .4156 268 224 Norfolk St. MEAC 21-11 .3498 93.0 289 98.8 130 68.6 56 +.121 2 .3079 325 95.9 325 103.8 296 .5007 176 225 St. Francis NY NEC 12-18 .3480 100.8 168 107.2 273 66.2 157 -.068 314 .4022 242 99.6 209 103.5 278 .5816 86 226 North Carolina A&T 16 MEAC 19-16 .3461 89.6 317 95.3 81 66.8 127 +.017 139 .3051 328 94.9 333 102.9 247 .4691 217 227 Morehead St. OVC 15-18 .3424 97.8 216 104.2 231 69.4 31 +.033 92 .4883 156 101.8 132 102.3 222 .6271 47 228 Brown Ivy 13-15 .3412 93.8 280 100.1 153 64.8 221 +.041 70 .4348 208 100.1 186 102.7 243 .4501 241 229 Arkansas Little Rock SB 17-15 .3378 94.3 274 100.7 160 68.2 70 +.060 35 .4114 233 97.9 288 101.4 178 .4489 245 230 Coastal Carolina BSth 14-15 .3346 95.5 256 102.1 188 65.1 209 -.075 321 .3485 297 98.2 277 104.4 315 .5698 99 231 Louisiana Lafayette SB 13-20 .3345 98.6 203 105.5 256 69.9 27 -.048 292 .4465 194 99.1 233 101.2 171 .5160 157 232 Sam Houston St. Slnd 17-17 .3322 91.7 302 98.2 122 62.5 298 -.019 233 .3580 291 98.3 271 104.0 303 .5477 118 233 Florida Atlantic SB 14-18 .3258 97.1 229 104.2 232 65.2 203 +.011 153 .4322 212 98.6 257 101.3 173 .5287 139 234 Texas St. WAC 12-22 .3250 99.8 181 107.2 274 71.7 5 +.008 160 .4729 169 99.4 225 100.5 134 .3445 316 235 Stetson ASun 15-16 .3168 98.1 211 105.7 260 68.8 49 +.016 142 .3597 289 98.1 281 103.8 293 .5571 107 236 Marist MAAC 10-21 .3151 96.7 238 104.3 235 68.3 68 -.052 300 .4855 159 99.8 205 100.4 131 .5121 162 237 Holy Cross Pat 12-18 .3139 96.8 237 104.4 236 63.2 284 +.002 177 .4522 188 100.0 193 101.9 202 .4557 233 238 Central Michigan MAC 11-20 .3129 103.4 130 111.7 325 65.6 185 +.000 186 .4799 163 99.3 226 100.1 124 .5576 106 239 Western Carolina SC 14-19 .3123 99.8 183 107.8 284 66.4 152 -.032 260 .3840 260 98.8 247 103.5 273 .6027 69 240 IUPU Fort Wayne Sum 16-17 .3102 96.9 234 104.7 240 65.9 176 +.021 124 .3605 287 99.0 237 104.7 321 .3739 299 Strength of Schedule NCSOS Rank Team Conf W-L Pyth AdjO AdjD AdjT Luck Pyth OppO OppD Pyth 241 Cal St. Bakersfield ind 14-16 .3088 95.3 259 103.1 207 66.3 156 +.006 166 .4661 175 100.3 177 101.7 195 .4661 218 242 Eastern Michigan MAC 16-18 .3048 90.3 308 97.9 118 60.5 337 +.017 138 .4563 183 100.3 181 102.0 207 .5759 91 243 Texas San Antonio WAC 10-22 .3007 98.4 205 106.9 269 64.0 261 -.046 288 .4908 155 99.9 200 100.2 126 .4217 262 244 Pennsylvania Ivy 9-22 .2988 92.8 293 100.8 162 68.2 71 -.008 210 .4940 151 100.7 155 101.0 155 .5498 114 245 Northern Colorado BSky 13-18 .2985 100.2 176 108.9 301 66.1 162 -.051 298 .3619 285 99.0 235 104.7 320 .7279 8 246 Duquesne A10 8-22 .2980 97.6 221 106.1 262 69.2 40 +.022 120 .6228 82 103.5 84 98.6 83 .5109 165 247 Texas Tech B12 11-20 .2938 96.7 240 105.3 252 67.6 96 +.024 114 .5738 115 102.1 122 99.2 105 .1601 346 248 Miami OH MAC 9-22 .2938 96.1 245 104.7 239 65.2 204 -.066 312 .5321 128 100.9 149 99.6 113 .5839 82 249 North Texas SB 12-20 .2870 95.2 260 104.0 228 66.6 136 -.024 244 .4145 228 98.3 272 101.6 192 .4559 232 250 Northern Kentucky ASun 11-16 .2854 95.0 265 103.9 222 59.6 344 -.033 266 .3480 299 97.6 298 103.7 291 .5231 153 251 Liberty 16 BSth 15-20 .2841 99.6 184 109.0 303 65.9 171 -.023 241 .3483 298 98.1 280 104.3 313 .5136 159 252 Fordham A10 7-24 .2817 97.2 226 106.5 266 68.7 55 +.027 106 .6816 42 104.4 49 96.9 40 .6411 39 253 Ball St. MAC 15-15 .2783 97.2 227 106.7 267 66.3 155 +.080 21 .3902 254 98.5 262 102.8 246 .3572 307 254 Appalachian St. SC 15-16 .2753 96.8 235 106.4 264 67.6 95 +.010 159 .3226 317 98.4 266 105.8 340 .4017 285 255 Wofford SC 13-19 .2750 86.7 336 95.3 80 63.7 270 -.059 307 .3804 262 98.8 249 103.6 280 .5870 78 256 North Dakota BSky 16-16 .2745 94.4 272 103.8 219 67.4 101 +.045 64 .3365 305 98.7 255 105.5 337 .5832 83 257 Mississippi St. SEC 10-22 .2738 90.2 312 99.2 139 68.1 76 -.011 216 .6188 85 103.1 96 98.3 76 .3525 311 258 South Dakota Sum 10-20 .2715 101.5 152 111.8 326 67.4 102 -.083 326 .4580 181 100.6 166 102.2 221 .6479 35 259 Maine AE 11-19 .2696 95.1 263 104.8 242 69.3 39 +.019 129 .4250 220 98.2 275 101.2 169 .4761 210 260 Central Connecticut NEC 13-17 .2642 98.8 199 109.2 305 70.2 25 +.056 41 .4145 229 99.6 210 103.0 251 .5704 98 261 Portland WCC 11-21 .2593 92.2 297 102.2 189 65.3 200 +.036 86 .6000 98 103.8 73 99.8 115 .4998 177 262 North Florida ASun 13-19 .2578 97.5 222 108.1 290 66.1 160 -.010 215 .4351 207 99.3 229 101.8 198 .6794 22 263 Cleveland St. Horz 14-18 .2548 96.9 232 107.6 283 65.1 211 +.033 93 .5309 129 101.7 134 100.5 135 .5240 150 264 Old Dominion CAA 5-25 .2512 96.9 233 107.8 285 67.2 114 -.113 339 .4327 211 100.4 174 103.1 258 .4619 223 265 Cornell Ivy 13-18 .2500 97.0 231 107.9 286 67.6 97 +.028 102 .4593 178 99.8 202 101.4 181 .4789 206 266 Texas Christian B12 11-21 .2495 91.7 303 102.1 186 61.3 322 +.090 12 .5926 102 102.7 106 99.0 98 .2467 344 267 NJ Inst of Technology GWC 16-13 .2478 92.4 296 103.0 206 67.2 111 -.047 289 .2444 344 93.4 344 104.3 312 .3085 332 268 Eastern Illinois OVC 11-21 .2476 97.7 217 108.9 302 59.9 343 -.033 265 .3635 281 97.7 294 103.2 260 .4093 276 269 Dartmouth Ivy 9-19 .2464 94.7 268 105.6 258 64.4 241 -.008 207 .4434 198 100.0 191 102.3 223 .4504 240 270 Colgate Pat 11-21 .2442 94.4 273 105.4 254 67.1 119 +.001 181 .4673 173 100.2 182 101.5 182 .4644 220 271 Sacred Heart NEC 9-20 .2391 98.2 209 109.9 310 68.4 62 +.007 163 .4358 206 100.9 146 103.5 274 .6356 43 272 American Pat 10-20 .2338 95.3 258 107.1 271 60.1 341 +.004 171 .4590 179 99.7 208 101.3 174 .4554 234 273 Troy SB 12-21 .2333 96.6 241 108.5 294 60.9 327 +.005 168 .3665 278 97.1 314 102.4 230 .2864 337 274 New Hampshire AE 9-20 .2315 90.2 310 101.4 171 63.7 269 -.054 304 .4234 225 98.6 258 101.6 190 .4794 204 275 Tennessee Tech OVC 12-17 .2295 93.6 283 105.4 253 65.7 183 +.037 82 .4279 217 100.1 190 103.0 250 .4314 256 276 Winthrop BSth 14-17 .2294 93.0 290 104.7 241 61.1 326 +.037 85 .3767 265 97.5 304 102.4 229 .6001 71 277 Bethune Cookman MEAC 14-20 .2286 95.9 249 107.9 287 66.6 138 -.029 256 .3361 306 95.6 327 102.2 219 .5458 119 278 Hampton MEAC 14-17 .2257 87.4 331 98.5 126 70.1 26 +.031 97 .2682 341 94.0 341 103.6 284 .3775 296 279 NC Greensboro SC 9-22 .2178 94.9 266 107.5 282 71.6 6 -.152 346 .3281 314 97.6 295 104.7 319 .5263 145 280 Southeastern Louisiana Slnd 13-18 .2134 93.7 282 106.4 265 66.4 150 +.046 58 .4223 226 98.5 263 101.5 185 .7340 6 Strength of Schedule NCSOS Rank Team Conf W-L Pyth AdjO AdjD AdjT Luck Pyth OppO OppD Pyth 281 Georgia Southern SC 14-19 .2133 93.9 278 106.7 268 62.6 296 +.011 154 .3605 288 97.9 290 103.5 276 .4782 207 282 St. Peter's MAAC 9-21 .2123 91.2 304 103.7 216 63.7 271 +.061 33 .4373 205 99.6 211 102.1 214 .3272 324 283 Samford SC 11-21 .2086 95.5 255 108.8 299 60.2 340 -.008 204 .3744 271 98.0 284 103.1 256 .6070 67 284 Virginia Military Inst BSth 14-17 .2037 99.4 189 113.5 337 71.1 8 -.023 243 .3122 323 97.3 311 105.1 328 .4795 203 285 Sacramento St. BSky 14-15 .2021 93.8 281 107.3 276 62.5 300 +.050 50 .2968 331 97.6 300 106.1 342 .4358 253 286 Arkansas Pine Bluff SWAC 16-14 .2002 89.4 319 102.3 193 68.2 72 +.116 5 .2863 334 95.1 330 103.9 299 .6980 12 287 NC Wilmington CAA 10-20 .1978 94.4 271 108.3 291 66.7 131 +.022 121 .4459 195 99.9 199 102.0 210 .5265 144 288 Delaware St. MEAC 15-18 .1935 94.7 269 108.8 298 60.9 329 +.053 46 .3496 296 94.9 334 100.8 149 .6433 36 289 Nicholls St. Slnd 9-21 .1917 96.0 248 110.4 316 67.2 116 -.024 245 .3737 273 98.0 285 103.1 259 .5728 95 290 Chicago St. GWC 11-21 .1908 89.1 322 102.5 200 66.7 133 -.081 324 .3814 261 99.0 240 103.7 290 .5482 117 291 Jacksonville ASun 14-18 .1900 93.3 286 107.4 280 69.0 44 +.068 27 .3630 282 97.8 291 103.3 264 .5065 170 292 Radford BSth 13-19 .1895 89.3 320 102.9 203 67.2 113 +.007 162 .3071 326 97.6 299 105.6 339 .4239 261 293 Eastern Washington BSky 10-21 .1887 94.9 267 109.4 308 68.5 60 +.000 184 .3320 309 98.9 243 105.9 341 .4887 192 294 Utah Valley GWC 14-18 .1881 96.4 243 111.2 320 64.5 237 -.005 199 .3179 321 95.7 326 103.1 255 .4088 278 295 Siena MAAC 8-24 .1850 92.8 291 107.3 277 64.4 240 +.021 125 .4770 165 100.1 184 101.0 162 .4381 252 296 Campbell BSth 13-20 .1830 95.4 257 110.4 315 66.4 146 +.014 146 .3432 301 97.8 293 104.2 307 .5364 130 297 Wisconsin Milwaukee Horz 8-24 .1791 92.6 295 107.4 279 66.0 167 -.004 196 .5226 135 100.8 153 99.9 118 .4741 212 298 Montana St. BSky 13-17 .1764 98.1 212 114.0 338 65.6 184 +.032 95 .2856 335 97.1 315 106.1 343 .3691 305 299 Austin Peay OVC 8-23 .1746 95.6 254 111.3 321 69.2 41 -.071 319 .3920 251 99.5 219 103.8 297 .4613 224 300 Central Arkansas Slnd 13-17 .1744 96.1 246 111.8 327 72.8 3 +.045 61 .3141 322 95.9 324 103.5 277 .3855 293 301 Chattanooga SC 13-19 .1740 95.7 251 111.5 323 67.7 89 +.017 136 .3307 310 97.8 292 104.7 322 .4552 235 302 Hofstra CAA 7-25 .1717 86.8 334 101.1 168 64.5 236 -.025 246 .4514 189 100.6 163 102.5 234 .4990 178 303 Portland St. BSky 8-20 .1698 100.5 172 117.4 345 65.2 202 -.103 336 .3271 315 97.1 313 104.2 308 .5971 72 304 Lipscomb ASun 12-18 .1680 94.2 275 110.1 312 70.6 15 +.053 47 .4079 236 99.1 232 102.8 244 .6123 58 305 MD Baltimore County AE 8-23 .1666 92.8 292 108.6 295 67.5 99 -.010 214 .4243 223 98.1 278 101.1 165 .4643 221 306 Southern Utah BSky 11-20 .1654 89.9 316 105.3 250 69.3 36 -.001 191 .3531 294 99.4 223 105.5 336 .6333 45 307 Texas A&M Corpus Chris Slnd 6-23 .1648 93.9 277 110.1 311 61.9 312 -.040 277 .4119 232 99.2 231 102.7 241 .6599 27 308 SIU Edwardsville OVC 9-18 .1648 90.0 314 105.4 255 66.0 164 -.008 208 .3866 258 98.9 242 103.5 271 .4793 205 309 McNeese St. Slnd 14-17 .1637 93.3 287 109.4 307 64.2 255 +.088 14 .3765 266 98.2 274 103.2 261 .6609 25 310 Northern Arizona BSky 11-21 .1626 92.7 294 108.7 296 68.2 69 +.040 74 .3978 246 99.5 217 103.6 281 .6558 29 311 UC Riverside BW 6-25 .1536 86.7 335 102.4 196 63.1 286 -.071 320 .4711 172 102.2 120 103.3 265 .4768 209 312 Monmouth NEC 10-21 .1517 88.9 324 105.1 248 69.5 30 +.018 132 .3995 244 99.8 207 103.8 295 .5387 127 313 San Jose St. WAC 9-20 .1494 87.5 330 103.7 217 67.1 117 +.021 126 .4842 160 101.0 145 101.6 193 .3546 310 314 Texas Pan American GWC 16-16 .1439 90.3 309 107.5 281 63.9 265 +.087 16 .2702 339 94.7 336 104.3 314 .3123 329 315 Coppin St. MEAC 8-24 .1434 90.2 311 107.3 278 68.3 67 -.038 274 .4113 234 96.6 319 100.0 120 .6852 17 316 Jackson St. SWAC 11-18 .1434 91.8 301 109.3 306 68.0 78 -.015 226 .2502 343 93.9 342 104.5 318 .7371 5 317 Navy Pat 8-23 .1372 87.2 332 104.3 233 60.8 333 -.049 295 .3910 253 98.5 260 102.9 248 .2901 335 318 Nebraska Omaha Sum 11-20 .1332 97.7 219 117.3 342 72.8 2 +.094 11 .4145 230 99.3 227 102.7 239 .4900 187 319 Missouri Kansas City Sum 8-24 .1325 89.9 315 108.0 289 64.9 218 -.022 238 .4488 192 100.7 157 102.7 242 .5409 124 320 Rice CUSA 5-26 .1323 93.4 284 112.3 331 63.0 290 -.032 261 .4762 167 100.6 164 101.5 186 .3749 298 Strength of Schedule NCSOS Rank Team Conf W-L Pyth AdjO AdjD AdjT Luck Pyth OppO OppD Pyth 321 East Tennessee St. ASun 10-22 .1191 90.8 307 110.4 314 65.3 198 +.063 29 .4429 200 100.1 185 102.4 228 .6816 21 322 Idaho St. BSky 6-24 .1175 89.1 323 108.4 293 60.9 330 -.117 340 .3623 284 99.5 216 105.2 332 .6046 68 323 Houston Baptist GWC 14-17 .1164 85.0 340 103.6 213 68.4 65 +.072 23 .2764 337 94.7 335 104.0 301 .3318 321 324 Northern Illinois MAC 5-25 .1150 83.2 343 101.5 174 62.0 308 -.053 301 .4527 187 100.1 188 102.0 208 .4694 215 325 Florida A&M MEAC 8-23 .1099 88.0 328 107.9 288 68.8 50 +.000 183 .3498 295 95.5 328 101.4 180 .5292 138 326 St. Francis PA NEC 5-24 .1085 91.2 305 112.0 329 63.3 281 +.034 90 .3999 243 100.7 158 104.7 323 .5683 100 327 Alcorn St. SWAC 10-24 .1039 83.3 342 102.7 202 68.2 75 -.045 286 .3120 324 96.4 321 104.1 306 .7234 9 328 Louisiana Monroe SB 4-23 .1035 89.5 318 110.4 317 66.2 159 -.027 253 .4716 171 99.0 238 100.1 123 .6107 63 329 Prairie View A&M SWAC 15-19 .0995 85.5 338 106.0 261 66.8 130 +.026 109 .2189 346 93.1 346 105.4 335 .5149 158 330 Tennessee Martin OVC 9-21 .0950 90.9 306 113.3 334 68.4 61 +.071 24 .3896 255 99.2 230 103.7 286 .4431 251 331 The Citadel SC 8-22 .0934 95.1 262 118.7 346 65.4 195 -.005 201 .3408 303 97.6 296 104.1 304 .4607 225 332 Kennesaw St. ASun 3-27 .0931 89.2 321 111.4 322 64.8 224 +.004 169 .3713 275 98.6 256 103.8 298 .4830 199 333 Howard MEAC 7-24 .0893 80.8 346 101.4 170 62.4 302 -.044 284 .3627 283 97.0 316 102.5 231 .6488 33 334 IUPUI Sum 6-26 .0876 93.4 285 117.3 343 65.4 192 -.054 305 .4400 201 100.6 159 103.0 254 .5053 174 335 Longwood BSth 8-25 .0874 92.0 299 115.7 341 70.7 13 -.004 197 .3669 277 98.9 244 104.3 311 .5334 133 336 Presbyterian BSth 8-24 .0861 93.2 288 117.3 344 62.3 305 +.010 158 .3759 269 98.4 267 103.4 268 .5135 160 337 Alabama St. SWAC 10-22 .0810 88.5 325 112.2 330 66.5 142 +.006 165 .2623 342 93.8 343 103.8 292 .6096 64 338 Alabama A&M SWAC 11-20 .0800 88.2 327 111.9 328 66.1 161 -.004 198 .2302 345 93.2 345 104.8 326 .6560 28 339 Fairleigh Dickinson NEC 7-24 .0770 90.1 313 114.8 340 68.8 52 +.028 100 .3959 248 99.6 214 103.7 289 .4965 181 340 South Carolina St. MEAC 6-24 .0678 87.9 329 113.5 335 65.2 206 -.015 227 .3664 279 94.9 332 100.1 125 .5393 125 341 Furman SC 7-24 .0649 88.5 326 114.8 339 64.6 230 -.008 205 .3439 300 97.5 306 103.8 294 .4472 249 342 Mississippi Valley St. SWAC 5-23 .0635 86.8 333 112.8 332 70.8 11 -.071 316 .2745 338 94.3 340 103.7 288 .6841 18 343 Binghamton AE 3-27 .0557 82.8 344 109.2 304 66.4 145 -.018 231 .4299 215 98.4 265 101.1 167 .4064 282 344 Maryland Eastern Shore MEAC 2-26 .0527 85.2 339 113.0 333 64.3 249 -.029 255 .3771 264 95.0 331 99.7 114 .6120 59 345 Lamar Slnd 3-28 .0458 82.4 345 110.8 318 70.4 20 +.023 116 .4321 213 99.5 218 102.2 218 .6083 66 346 New Orleans ind 8-18 .0438 84.0 341 113.5 336 70.9 10 +.042 67 .3285 312 96.6 320 103.5 279 .3285 323 347 Grambling SWAC 0-28 .0044 73.4 347 124.5 347 64.3 247 -.014 223 .2687 340 94.5 337 104.2 309 .6113 61 """ lineparts = ["Rank","Team","Conf","W-L","Pyth","AdjO","AdjO-Rank","AdjD","AdjD-Rank","AdjT","AdjT-Rank","Luck","Luck-Rank", "SOSPyth","SOSPyth-Rank","SOSOppO","SOSOppO-Rank","SOSOppD","SOSOppD-Rank","NCOSPyth","NCOSPyth-Rank"] textparts = ["Team","Conf","W-L"] kpomdata = {} def sanitize_teamname(name): """ At the end of the year, teams are listed as 'Florida 3' for example, to denote the fact that Florida is a 3 seed. We obviously don't want the 3. """ endings = [' %s' % (i+1) for i in range(16)] endings.reverse() for ending in endings: if name.endswith(ending): name = name[:-len(ending)] return name for line in text.split('\n'): if not line.strip(): continue parts = line.strip().split('\t') if not parts: continue if parts[0] in ["Strength of Schedule","Rank"]: continue if len(parts) != len(lineparts): print "Could not parse the following line:" print line print zip(lineparts,parts) print parts print len(parts),len(lineparts) break for (name,value) in zip(lineparts,parts): team = parts[lineparts.index("Team")] team = sanitize_teamname(team) if team not in kpomdata: kpomdata[team] = {} if name in textparts: kpomdata[team][name] = value else: kpomdata[team][name] = float(value) #ratio = kpomdata["Kentucky"]["Pyth"]/kpomdata["Navy"]["Pyth"] #print "The ratio of Kentucky's Pyth to Navy's Pyth is",ratio #print "(it should have been .8594/.1389=6.1871850251979845)"