Get KenPom's ratings archive pages
Value
A data frame with 22 columns:
| col_name | types |
| adj_em_rk | numeric |
| team | character |
| conf | character |
| adj_em | numeric |
| adj_o | numeric |
| adj_o_rk | numeric |
| adj_d | numeric |
| adj_d_rk | numeric |
| adj_t | numeric |
| adj_t_rk | numeric |
| final_rk | numeric |
| final_adj_em | numeric |
| final_adj_o | numeric |
| final_adj_o_rk | numeric |
| final_adj_d | numeric |
| final_adj_d_rk | numeric |
| final_adj_t | numeric |
| final_adj_t_rk | numeric |
| rk_chg | numeric |
| em_chg | numeric |
| adj_t_chg | numeric |
| ncaa_seed | numeric |
See also
Other KenPom Historical Functions:
kp_coach_history(),
kp_confhistory(),
kp_confstats(),
kp_conf(),
kp_program_ratings(),
kp_team_history()
Examples
# \donttest{
try(kp_pomeroy_archive_ratings(date='2018-11-22'))
#> adj_em_rk team conf adj_em adj_o adj_o_rk adj_d adj_d_rk
#> 1 1 Duke ACC 28.79 119.5 1 90.8 8
#> 2 2 Kansas B12 28.04 117.1 4 89.1 4
#> 3 3 North Carolina ACC 26.47 116.8 5 90.3 7
#> 4 4 Virginia ACC 26.40 113.7 13 87.3 2
#> 5 5 Nevada MWC 25.31 117.2 3 91.8 15
#> 6 6 Gonzaga WCC 24.97 117.8 2 92.8 25
#> 7 7 Michigan B10 23.13 109.9 37 86.7 1
#> 8 8 Auburn SEC 22.62 114.1 9 91.5 13
#> 9 9 Florida St. ACC 22.17 114.1 10 91.9 17
#> 10 10 Tennessee SEC 22.14 113.5 14 91.3 12
#> 11 11 Michigan St. B10 20.97 113.9 11 93.0 27
#> 12 12 Texas Tech B12 20.97 109.6 42 88.6 3
#> 13 13 Purdue B10 20.79 115.9 7 95.1 45
#> 14 14 Wisconsin B10 20.56 112.4 19 91.8 14
#> 15 15 Kentucky SEC 20.55 115.1 8 94.6 40
#> 16 16 Kansas St. B12 19.85 109.7 41 89.8 5
#> 17 17 Syracuse ACC 19.79 109.9 36 90.1 6
#> 18 18 Virginia Tech ACC 19.76 116.1 6 96.4 65
#> 19 19 Iowa St. B12 19.63 113.1 18 93.4 30
#> 20 20 Indiana B10 18.90 111.2 24 92.3 21
#> 21 21 Oregon P12 18.77 111.5 22 92.8 24
#> 22 22 Miami FL ACC 18.57 111.3 23 92.7 23
#> 23 23 Villanova BE 18.37 113.1 17 94.7 43
#> 24 24 West Virginia B12 18.34 110.5 29 92.2 20
#> 25 25 Clemson ACC 18.15 110.1 33 91.9 18
#> 26 26 Mississippi St. SEC 18.09 110.0 34 91.9 16
#> 27 27 Texas B12 17.74 108.9 47 91.1 9
#> 28 28 Ohio St. B10 17.57 110.2 30 92.6 22
#> 29 29 N.C. State ACC 17.05 113.7 12 96.7 69
#> 30 30 Florida SEC 16.90 108.2 55 91.3 11
#> 31 31 Nebraska B10 16.78 109.8 40 93.0 28
#> 32 32 Iowa B10 16.40 113.4 15 97.0 75
#> 33 33 Creighton BE 15.84 111.9 21 96.0 56
#> 34 34 Marquette BE 15.78 112.0 20 96.2 59
#> 35 35 Butler BE 15.48 111.1 25 95.6 51
#> 36 36 Penn St. B10 15.44 106.7 79 91.2 10
#> 37 37 Maryland B10 14.91 110.5 28 95.6 50
#> 38 38 Oklahoma B12 14.09 108.4 51 94.3 35
#> 39 39 UCLA P12 13.75 110.1 31 96.3 61
#> 40 40 Houston Amer 13.58 110.0 35 96.4 64
#> 41 41 Arizona St. P12 13.55 109.5 44 95.9 55
#> 42 42 Buffalo MAC 13.44 109.8 38 96.4 67
#> 43 43 St. John's BE 13.20 110.1 32 96.9 70
#> 44 44 UCF Amer 13.16 106.1 89 92.9 26
#> 45 45 Minnesota B10 13.13 109.0 45 95.9 53
#> 46 46 Cincinnati Amer 13.06 106.5 83 93.4 31
#> 47 47 LSU SEC 12.83 113.1 16 100.3 136
#> 48 48 Northwestern B10 12.83 106.0 90 93.2 29
#> 49 49 Washington P12 12.64 108.1 56 95.5 47
#> 50 50 TCU B12 12.26 108.3 53 96.1 57
#> 51 51 Baylor B12 12.02 108.4 50 96.4 68
#> 52 52 Arkansas SEC 11.98 106.7 80 94.7 41
#> 53 53 BYU WCC 11.83 106.8 76 94.9 44
#> 54 54 South Carolina SEC 11.41 105.0 102 93.6 32
#> 55 55 USC P12 11.22 108.9 46 97.7 79
#> 56 56 Vanderbilt SEC 11.20 108.2 54 97.0 73
#> 57 57 Louisville ACC 11.17 109.8 39 98.6 97
#> 58 58 Saint Mary's WCC 11.00 109.5 43 98.5 93
#> 59 59 Seton Hall BE 10.95 107.2 69 96.3 60
#> 60 60 Arizona P12 10.89 107.3 68 96.4 66
#> 61 61 Oklahoma St. B12 10.79 106.3 85 95.5 48
#> 62 62 Providence BE 10.79 107.1 71 96.4 63
#> 63 63 Alabama SEC 10.57 105.9 92 95.4 46
#> 64 64 Notre Dame ACC 10.45 107.3 67 96.9 71
#> 65 65 Xavier BE 10.04 111.1 26 101.1 152
#> 66 66 DePaul BE 9.84 105.6 95 95.8 52
#> 67 67 Loyola Chicago MVC 9.76 104.2 114 94.4 38
#> 68 68 Texas A&M SEC 9.49 106.7 78 97.2 77
#> 69 69 Utah P12 9.19 107.4 65 98.2 89
#> 70 70 Boston College ACC 9.03 107.0 73 98.0 82
#> 71 71 Montana BSky 8.94 108.0 57 99.1 106
#> 72 72 Georgia Tech ACC 8.81 100.9 185 92.1 19
#> 73 73 Oregon St. P12 8.69 106.2 88 97.5 78
#> 74 74 San Diego St. MWC 8.65 107.2 70 98.6 95
#> 75 75 Mississippi SEC 8.43 107.5 63 99.0 105
#> 76 76 Georgetown BE 8.31 105.3 98 97.0 74
#> 77 77 Saint Louis A10 8.25 102.4 154 94.2 34
#> 78 78 San Francisco WCC 8.21 102.2 158 94.0 33
#> 79 79 Western Kentucky CUSA 8.14 106.9 75 98.7 98
#> 80 80 UC Irvine BW 8.02 102.4 155 94.4 37
#> 81 81 SMU Amer 7.98 108.9 48 100.9 148
#> 82 82 Missouri SEC 7.91 103.8 120 95.9 54
#> 83 83 Davidson A10 7.85 106.6 82 98.8 99
#> 84 84 Marshall CUSA 7.76 107.8 61 100.1 125
#> 85 85 Temple Amer 7.68 104.7 107 97.0 72
#> 86 86 South Dakota St. Sum 7.68 110.9 27 103.2 199
#> 87 87 UNC Greensboro SC 7.65 105.8 93 98.1 86
#> 88 88 Connecticut Amer 7.53 106.7 81 99.1 108
#> 89 89 Wichita St. Amer 7.53 107.8 62 100.2 130
#> 90 90 Saint Joseph's A10 7.51 107.9 58 100.4 138
#> 91 91 Dayton A10 7.47 106.3 84 98.9 102
#> 92 92 Belmont OVC 7.44 108.3 52 100.9 150
#> 93 93 Illinois B10 7.42 106.7 77 99.3 113
#> 94 94 Utah St. MWC 7.30 105.2 99 97.9 81
#> 95 95 Georgia St. SB 7.28 106.3 86 99.0 104
#> 96 96 Northeastern CAA 7.17 107.9 59 100.8 146
#> 97 97 Colorado P12 7.16 106.0 91 98.8 101
#> 98 98 Bradley MVC 7.13 102.6 151 95.5 49
#> 99 99 Toledo MAC 7.10 108.9 49 101.7 162
#> 100 100 Stanford P12 6.96 103.1 142 96.1 58
#> 101 101 Harvard Ivy 6.70 103.7 121 97.0 76
#> 102 102 San Diego WCC 6.65 104.8 104 98.2 87
#> 103 103 Southern Illinois MVC 6.63 103.0 144 96.3 62
#> 104 104 Old Dominion CUSA 6.33 100.7 192 94.4 36
#> 105 105 New Mexico St. WAC 5.89 105.2 100 99.3 112
#> 106 106 VCU A10 5.36 100.1 208 94.7 42
#> 107 107 Ball St. MAC 5.34 105.6 96 100.2 131
#> 108 108 Charleston CAA 5.31 104.6 108 99.2 110
#> 109 109 Rutgers B10 5.29 99.8 219 94.5 39
#> 110 110 Rider MAAC 5.27 104.9 103 99.7 117
#> 111 111 Memphis Amer 5.24 105.5 97 100.3 134
#> 112 112 Rhode Island A10 5.17 103.2 138 98.1 84
#> 113 113 Lipscomb ASun 5.16 104.4 111 99.3 111
#> 114 114 Wake Forest ACC 5.16 106.3 87 101.1 153
#> 115 115 Fresno St. MWC 5.16 103.3 133 98.1 85
#> 116 116 Loyola Marymount WCC 5.13 103.5 128 98.3 91
#> 117 117 Yale Ivy 4.96 104.8 105 99.8 121
#> 118 118 Wofford SC 4.94 107.3 66 102.4 179
#> 119 119 Murray St. OVC 4.87 104.5 109 99.7 116
#> 120 120 Louisiana Tech CUSA 4.76 103.1 141 98.3 90
#> 121 121 Vermont AE 4.75 107.1 72 102.3 177
#> 122 122 Furman SC 4.55 103.1 140 98.5 94
#> 123 123 Louisiana SB 4.48 105.1 101 100.6 143
#> 124 124 Georgia SEC 4.39 102.2 159 97.8 80
#> 125 125 Pittsburgh ACC 4.29 103.4 129 99.2 109
#> 126 126 Boise St. MWC 4.25 103.1 139 98.9 103
#> 127 127 Illinois St. MVC 3.96 105.7 94 101.7 161
#> 128 128 Tulsa Amer 3.81 104.5 110 100.7 145
#> 129 129 UNLV MWC 3.71 103.4 131 99.7 118
#> 130 130 Georgia Southern SB 3.32 104.7 106 101.4 159
#> 131 131 Grand Canyon WAC 3.32 101.9 165 98.6 96
#> 132 132 Wright St. Horz 3.16 103.6 125 100.4 139
#> 133 133 Akron MAC 3.14 103.7 122 100.5 140
#> 134 134 Northern Kentucky Horz 3.13 103.3 132 100.2 128
#> 135 135 Liberty ASun 3.13 103.7 123 100.6 142
#> 136 136 Radford BSth 2.95 103.9 119 100.9 149
#> 137 137 New Mexico MWC 2.94 107.0 74 104.0 220
#> 138 138 North Texas CUSA 2.93 104.3 113 101.3 157
#> 139 139 Hofstra CAA 2.47 107.5 64 105.0 252
#> 140 140 East Tennessee St. SC 2.47 102.7 150 100.2 127
#> 141 141 Cal St. Fullerton BW 2.39 100.8 189 98.4 92
#> 142 142 Penn Ivy 2.32 101.1 178 98.8 100
#> 143 143 Lehigh Pat 2.18 104.1 115 101.9 165
#> 144 144 Eastern Michigan MAC 1.90 100.1 207 98.2 88
#> 145 145 Northern Iowa MVC 1.70 99.7 221 98.0 83
#> 146 146 Southern Miss CUSA 1.62 101.9 166 100.2 132
#> 147 147 Weber St. BSky 1.43 103.3 135 101.8 164
#> 148 148 George Mason A10 1.25 103.4 130 102.1 171
#> 149 149 Richmond A10 1.24 103.9 118 102.7 187
#> 150 150 Valparaiso MVC 1.21 100.7 191 99.5 115
#> 151 151 Massachusetts A10 1.17 103.6 124 102.5 180
#> 152 152 Duquesne A10 0.80 102.8 148 102.0 166
#> 153 153 South Dakota Sum 0.77 100.2 204 99.5 114
#> 154 154 Stephen F. Austin Slnd 0.64 100.8 188 100.1 126
#> 155 155 Pacific WCC 0.64 104.4 112 103.8 211
#> 156 156 Indiana St. MVC 0.59 100.9 184 100.3 137
#> 157 157 Northern Colorado BSky 0.52 102.8 147 102.2 174
#> 158 158 William & Mary CAA 0.39 107.9 60 107.5 307
#> 159 159 Iona MAAC 0.27 104.0 116 103.7 209
#> 160 160 Holy Cross Pat 0.14 101.3 177 101.2 155
#> 161 161 UAB CUSA 0.03 102.2 160 102.2 173
#> 162 162 Utah Valley WAC -0.15 99.9 215 100.0 123
#> 163 163 Jacksonville St. OVC -0.32 100.5 194 100.8 147
#> 164 164 St. Bonaventure A10 -0.33 100.3 200 100.7 144
#> 165 165 Winthrop BSth -0.53 102.1 162 102.6 184
#> 166 166 California P12 -0.55 100.8 186 101.3 158
#> 167 167 Middle Tennessee CUSA -0.57 99.7 222 100.3 133
#> 168 168 James Madison CAA -0.59 100.7 190 101.3 156
#> 169 169 Central Michigan MAC -0.71 104.0 117 104.7 237
#> 170 170 St. Francis PA NEC -1.08 103.0 143 104.1 224
#> 171 171 Ohio MAC -1.14 98.7 240 99.8 120
#> 172 172 Miami OH MAC -1.17 103.6 127 104.7 241
#> 173 173 Kent St. MAC -1.21 101.6 171 102.8 191
#> 174 174 Tulane Amer -1.29 101.0 183 102.2 175
#> 175 175 Illinois Chicago Horz -1.52 102.5 153 104.0 221
#> 176 176 Canisius MAAC -1.63 102.9 145 104.6 236
#> 177 177 Colgate Pat -1.65 102.3 157 103.9 215
#> 178 178 Appalachian St. SB -1.66 102.8 146 104.4 229
#> 179 179 Washington St. P12 -1.69 103.2 137 104.9 248
#> 180 180 UC Santa Barbara BW -1.73 102.7 149 104.5 230
#> 181 181 Delaware CAA -1.78 100.3 201 102.1 169
#> 182 182 Princeton Ivy -1.83 101.1 179 102.9 192
#> 183 183 Northern Illinois MAC -1.86 102.2 161 104.0 217
#> 184 184 Missouri St. MVC -1.91 99.7 220 101.7 160
#> 185 185 Wyoming MWC -2.10 101.6 175 103.7 208
#> 186 186 Troy SB -2.15 103.2 136 105.4 261
#> 187 187 American Pat -2.18 98.4 249 100.5 141
#> 188 188 UTSA CUSA -2.19 100.5 193 102.7 185
#> 189 189 Bowling Green MAC -2.22 101.0 182 103.2 197
#> 190 190 Texas St. SB -2.50 97.5 268 100.0 124
#> 191 191 Mercer SC -2.53 100.4 196 103.0 193
#> 192 192 Brown Ivy -2.69 99.8 218 102.5 182
#> 193 193 La Salle A10 -2.92 101.6 173 104.5 235
#> 194 194 Green Bay Horz -3.04 99.5 224 102.6 183
#> 195 195 Purdue Fort Wayne Sum -3.08 101.7 168 104.8 245
#> 196 196 North Dakota St. Sum -3.08 101.6 172 104.7 239
#> 197 197 Coastal Carolina SB -3.15 100.1 206 103.3 200
#> 198 198 Colorado St. MWC -3.31 101.7 170 105.0 249
#> 199 199 North Florida ASun -3.38 103.6 126 107.0 294
#> 200 200 Evansville MVC -3.41 96.8 279 100.2 129
#> 201 201 Stony Brook AE -3.43 100.0 209 103.5 201
#> 202 202 Cal St. Bakersfield WAC -3.44 96.5 284 99.9 122
#> 203 203 UMBC AE -3.45 95.7 295 99.1 107
#> 204 204 South Alabama SB -3.62 97.5 269 101.1 154
#> 205 205 Austin Peay OVC -3.81 101.7 169 105.5 266
#> 206 206 Pepperdine WCC -3.86 101.9 167 105.7 269
#> 207 207 Abilene Christian Slnd -4.01 99.2 235 103.2 196
#> 208 208 Hawaii BW -4.04 98.0 256 102.1 168
#> 209 209 Hartford AE -4.13 100.0 212 104.1 223
#> 210 210 Nebraska Omaha Sum -4.16 101.0 180 105.2 256
#> 211 211 Morehead St. OVC -4.19 102.0 163 106.2 280
#> 212 212 Denver Sum -4.25 98.6 245 102.8 190
#> 213 213 FIU CUSA -4.33 99.5 223 103.9 213
#> 214 214 Cal Baptist WAC -4.34 99.3 231 103.6 205
#> 215 215 Western Michigan MAC -4.40 99.9 214 104.3 227
#> 216 216 Eastern Washington BSky -4.43 98.3 250 102.8 189
#> 217 217 UNC Wilmington CAA -4.48 101.6 174 106.1 277
#> 218 218 UT Arlington SB -4.49 98.2 251 102.7 186
#> 219 219 NJIT ASun -4.51 100.0 210 104.5 233
#> 220 220 Long Beach St. BW -4.54 100.0 211 104.5 234
#> 221 221 Elon CAA -4.56 100.4 197 105.0 250
#> 222 222 Bucknell Pat -4.65 99.5 225 104.2 225
#> 223 223 Portland WCC -4.84 101.4 176 106.3 281
#> 224 224 Louisiana Monroe SB -4.86 98.1 253 103.0 194
#> 225 225 Drake MVC -5.05 98.6 243 103.7 207
#> 226 226 Gardner Webb BSth -5.10 99.3 232 104.4 228
#> 227 227 Air Force MWC -5.21 97.3 272 102.5 181
#> 228 228 Boston University Pat -5.37 100.3 203 105.6 268
#> 229 229 South Florida Amer -5.40 95.6 297 101.0 151
#> 230 230 Charleston Southern BSth -5.43 98.6 242 104.1 222
#> 231 231 Saint Peter's MAAC -5.46 96.8 280 102.3 176
#> 232 232 Niagara MAAC -5.50 99.5 226 105.0 251
#> 233 233 Western Illinois Sum -5.55 98.5 247 104.0 218
#> 234 234 The Citadel SC -5.55 103.3 134 108.8 322
#> 235 235 Campbell BSth -5.59 102.6 152 108.1 313
#> 236 236 Wagner NEC -5.83 97.8 262 103.6 204
#> 237 237 Seattle WAC -5.88 97.8 258 103.7 210
#> 238 238 North Dakota Sum -5.93 97.6 266 103.6 203
#> 239 239 Portland St. BSky -5.95 99.5 227 105.4 263
#> 240 240 Albany AE -6.02 97.6 267 103.6 206
#> 241 241 Florida Gulf Coast ASun -6.03 98.6 241 104.7 238
#> 242 242 George Washington A10 -6.16 98.1 255 104.2 226
#> 243 243 Santa Clara WCC -6.18 97.8 260 104.0 216
#> 244 244 Oakland Horz -6.28 100.1 205 106.4 285
#> 245 245 Sacramento St. BSky -6.29 96.4 285 102.7 188
#> 246 246 High Point BSth -6.32 98.8 238 105.1 254
#> 247 247 Fordham A10 -6.38 95.8 294 102.2 172
#> 248 248 Central Connecticut NEC -6.46 102.4 156 108.8 323
#> 249 249 IUPUI Horz -6.54 97.0 276 103.5 202
#> 250 250 Marist MAAC -6.56 100.4 199 106.9 293
#> 251 251 Lamar Slnd -6.58 98.1 252 104.7 240
#> 252 252 Fairfield MAAC -6.67 98.1 254 104.7 242
#> 253 253 UC Davis BW -6.67 93.6 321 100.3 135
#> 254 254 Idaho St. BSky -6.67 101.0 181 107.7 308
#> 255 255 Fairleigh Dickinson NEC -6.76 100.5 195 107.2 302
#> 256 256 Monmouth MAAC -6.79 96.4 286 103.2 198
#> 257 257 Southern Utah BSky -6.82 97.6 265 104.5 232
#> 258 258 Siena MAAC -6.87 100.3 202 107.2 300
#> 259 259 Dartmouth Ivy -6.93 100.4 198 107.3 304
#> 260 260 Little Rock SB -6.95 95.4 301 102.4 178
#> 261 261 Drexel CAA -7.10 100.8 187 107.9 310
#> 262 262 Samford SC -7.13 99.4 228 106.6 289
#> 263 263 Columbia Ivy -7.15 102.0 164 109.2 330
#> 264 264 Cornell Ivy -7.22 99.4 229 106.6 290
#> 265 265 Army Pat -7.28 99.2 234 106.5 287
#> 266 266 Florida Atlantic CUSA -7.41 98.6 244 106.0 274
#> 267 267 Idaho BSky -7.53 99.8 216 107.4 305
#> 268 268 Milwaukee Horz -7.54 96.4 287 103.9 214
#> 269 269 Eastern Kentucky OVC -7.57 99.2 233 106.8 291
#> 270 270 Hampton BSth -7.64 96.8 278 104.5 231
#> 271 271 East Carolina Amer -7.81 94.0 317 101.8 163
#> 272 272 Robert Morris NEC -7.90 94.2 314 102.1 170
#> 273 273 Quinnipiac MAAC -7.91 97.5 271 105.4 262
#> 274 274 Texas Southern SWAC -7.97 96.9 277 104.9 247
#> 275 275 Oral Roberts Sum -8.15 97.7 263 105.8 273
#> 276 276 Sam Houston St. Slnd -8.74 97.3 273 106.0 275
#> 277 277 Prairie View A&M SWAC -8.76 97.5 270 106.3 282
#> 278 278 Manhattan MAAC -8.82 91.0 343 99.8 119
#> 279 279 Rice CUSA -9.10 99.1 236 108.2 315
#> 280 280 LIU Brooklyn NEC -9.27 99.9 213 109.2 331
#> 281 281 Southeast Missouri St. OVC -9.39 96.2 290 105.6 267
#> 282 282 Tennessee Martin OVC -9.54 97.7 264 107.2 301
#> 283 283 Eastern Illinois OVC -9.58 92.5 330 102.1 167
#> 284 284 Tennessee St. OVC -9.60 94.2 315 103.8 212
#> 285 285 UMKC WAC -9.63 96.5 282 106.1 279
#> 286 286 Presbyterian BSth -9.94 97.0 274 107.0 295
#> 287 287 Detroit Horz -9.97 98.9 237 108.8 324
#> 288 288 Central Arkansas Slnd -9.99 97.0 275 107.0 296
#> 289 289 Jacksonville ASun -10.16 95.3 304 105.5 264
#> 290 290 Norfolk St. MEAC -10.26 94.9 309 105.2 257
#> 291 291 Nicholls St. Slnd -10.29 95.5 298 105.8 271
#> 292 292 Arkansas St. SB -10.32 98.5 246 108.8 325
#> 293 293 UTEP CUSA -10.33 95.0 308 105.3 260
#> 294 294 Towson CAA -10.34 95.5 299 105.8 272
#> 295 295 UMass Lowell AE -10.40 99.8 217 110.2 340
#> 296 296 Howard MEAC -10.42 98.0 257 108.4 317
#> 297 297 Southeastern Louisiana Slnd -10.43 92.7 328 103.1 195
#> 298 298 Houston Baptist Slnd -10.44 98.8 239 109.2 332
#> 299 299 North Carolina Central MEAC -10.60 96.5 283 107.1 299
#> 300 300 Binghamton AE -10.65 94.1 316 104.8 244
#> 301 301 Northern Arizona BSky -10.82 95.6 296 106.4 286
#> 302 302 Loyola MD Pat -10.90 95.5 300 106.4 283
#> 303 303 UT Rio Grande Valley WAC -10.97 93.9 319 104.8 246
#> 304 304 Montana St. BSky -11.02 99.4 230 110.4 341
#> 305 305 Charlotte CUSA -11.10 94.7 311 105.8 270
#> 306 306 New Orleans Slnd -11.12 95.3 305 106.4 284
#> 307 307 Grambling St. SWAC -11.33 95.2 306 106.5 288
#> 308 308 Bethune Cookman MEAC -11.43 95.9 293 107.3 303
#> 309 309 Texas A&M Corpus Chris Slnd -11.77 93.4 322 105.2 258
#> 310 310 VMI SC -11.80 96.7 281 108.5 319
#> 311 311 Navy Pat -11.80 93.3 324 105.1 253
#> 312 312 Lafayette Pat -11.83 98.4 248 110.2 339
#> 313 313 Cleveland St. Horz -11.84 96.1 291 107.9 311
#> 314 314 St. Francis NY NEC -11.92 96.2 288 108.2 314
#> 315 315 UC Riverside BW -12.28 92.5 331 104.8 243
#> 316 316 Longwood BSth -12.51 91.5 337 104.0 219
#> 317 317 San Jose St. MWC -12.70 92.4 332 105.1 255
#> 318 318 Sacred Heart NEC -12.74 97.8 261 110.5 343
#> 319 319 SIU Edwardsville OVC -12.99 95.4 303 108.3 316
#> 320 320 Alabama St. SWAC -13.30 95.1 307 108.4 318
#> 321 321 Youngstown St. Horz -13.34 96.1 292 109.4 334
#> 322 322 Cal Poly BW -13.71 93.2 325 106.9 292
#> 323 323 USC Upstate BSth -13.72 95.4 302 109.1 329
#> 324 324 UNC Asheville BSth -13.81 91.4 338 105.2 259
#> 325 325 Bryant NEC -14.05 97.8 259 111.9 348
#> 326 326 Tennessee Tech OVC -14.10 91.4 340 105.5 265
#> 327 327 Kennesaw St. ASun -14.38 91.7 335 106.1 278
#> 328 328 Chattanooga SC -14.39 91.6 336 106.0 276
#> 329 329 New Hampshire AE -14.89 92.2 333 107.1 297
#> 330 330 Western Carolina SC -14.91 92.5 329 107.4 306
#> 331 331 Cal St. Northridge BW -15.30 94.2 313 109.5 335
#> 332 332 North Alabama ASun -15.40 93.9 318 109.3 333
#> 333 333 McNeese St. Slnd -15.51 94.4 312 109.9 337
#> 334 334 Maine AE -15.68 91.4 339 107.1 298
#> 335 335 Morgan St. MEAC -15.95 92.0 334 107.9 312
#> 336 336 Mount St. Mary's NEC -15.96 93.0 327 108.9 327
#> 337 337 North Carolina A&T MEAC -16.02 96.2 289 112.2 349
#> 338 338 Stetson ASun -17.57 93.3 323 110.9 344
#> 339 339 Southern SWAC -17.76 91.2 341 108.9 326
#> 340 340 Incarnate Word Slnd -18.01 94.8 310 112.8 351
#> 341 341 Northwestern St. Slnd -18.49 90.2 345 108.7 320
#> 342 342 Savannah St. MEAC -18.74 93.8 320 112.5 350
#> 343 343 Alcorn St. SWAC -19.27 89.5 347 108.8 321
#> 344 344 Arkansas Pine Bluff SWAC -19.40 91.1 342 110.5 342
#> 345 345 South Carolina St. MEAC -19.88 93.1 326 112.9 352
#> 346 346 Mississippi Valley St. SWAC -20.17 91.0 344 111.1 345
#> 347 347 Maryland Eastern Shore MEAC -20.48 89.1 348 109.6 336
#> 348 348 Florida A&M MEAC -20.58 88.5 351 109.0 328
#> 349 349 Chicago St. WAC -21.71 90.0 346 111.7 347
#> 350 350 Coppin St. MEAC -22.10 88.1 352 110.2 338
#> 351 351 Alabama A&M SWAC -22.63 89.0 349 111.6 346
#> 352 352 Jackson St. SWAC -22.99 84.8 353 107.8 309
#> 353 353 Delaware St. MEAC -26.04 88.5 350 114.5 353
#> adj_t adj_t_rk final_rk final_adj_em final_adj_o final_adj_o_rk final_adj_d
#> 1 72.9 65 4 30.62 120.0 7 89.3
#> 2 73.4 48 17 21.57 113.9 27 92.3
#> 3 75.6 11 7 27.69 119.7 8 92.0
#> 4 64.0 352 1 34.22 123.4 2 89.2
#> 5 72.5 89 27 18.18 114.0 26 95.9
#> 6 73.8 35 2 32.85 124.5 1 91.6
#> 7 67.3 338 6 28.32 114.5 24 86.2
#> 8 71.4 146 11 25.00 120.9 6 95.9
#> 9 72.8 70 14 22.39 112.8 36 90.4
#> 10 70.1 227 10 26.24 122.7 3 96.5
#> 11 73.4 45 3 30.81 121.0 5 90.2
#> 12 68.3 313 5 30.03 114.1 25 84.1
#> 13 69.8 245 9 26.81 122.5 4 95.6
#> 14 66.8 346 16 21.94 110.4 62 88.5
#> 15 72.3 95 8 27.57 117.6 14 90.1
#> 16 69.3 270 20 20.06 108.4 98 88.4
#> 17 70.1 230 39 15.13 110.5 59 95.3
#> 18 69.9 237 13 24.07 118.1 11 94.0
#> 19 70.4 214 15 22.09 118.9 9 96.8
#> 20 71.6 132 52 13.73 109.1 82 95.4
#> 21 69.4 268 28 17.86 109.5 74 91.7
#> 22 69.2 273 75 9.03 109.9 68 100.8
#> 23 69.7 253 30 17.33 116.5 16 99.2
#> 24 71.7 127 95 7.15 109.8 71 102.7
#> 25 70.3 217 36 16.14 108.0 106 91.8
#> 26 69.2 276 21 20.04 117.7 13 97.6
#> 27 69.8 250 25 19.11 113.5 29 94.4
#> 28 67.8 330 44 14.66 109.1 84 94.4
#> 29 73.4 46 41 14.98 113.1 34 98.1
#> 30 69.8 248 26 18.30 110.5 61 92.2
#> 31 70.2 221 47 14.35 113.5 30 99.1
#> 32 73.7 37 37 16.02 117.4 15 101.3
#> 33 72.9 69 55 12.67 112.0 47 99.3
#> 34 70.9 172 33 16.52 113.2 32 96.7
#> 35 69.5 259 72 9.24 111.3 53 102.1
#> 36 69.5 257 43 14.89 109.4 77 94.5
#> 37 70.6 189 24 19.29 113.4 31 94.1
#> 38 74.7 17 32 16.94 111.1 57 94.1
#> 39 75.3 12 102 6.34 109.0 88 102.7
#> 40 68.3 310 12 24.13 115.3 19 91.2
#> 41 73.7 36 57 11.55 109.7 73 98.2
#> 42 74.5 23 22 19.85 115.2 21 95.4
#> 43 73.3 50 88 7.61 108.6 92 101.0
#> 44 68.4 306 34 16.51 112.1 44 95.6
#> 45 71.6 131 46 14.35 111.4 52 97.0
#> 46 66.9 344 29 17.50 112.3 42 94.8
#> 47 71.6 129 19 20.22 117.7 12 97.5
#> 48 68.2 316 74 9.06 102.9 204 93.8
#> 49 69.9 238 48 14.28 107.7 110 93.5
#> 50 70.6 187 40 15.04 110.3 64 95.2
#> 51 67.8 329 35 16.48 115.3 20 98.8
#> 52 74.1 33 54 12.92 110.1 66 97.2
#> 53 74.5 20 86 7.72 112.0 46 104.3
#> 54 72.8 72 70 9.55 108.1 104 98.6
#> 55 73.3 49 82 8.25 109.8 72 101.5
#> 56 72.2 104 155 0.81 102.2 215 101.4
#> 57 72.5 85 23 19.35 113.7 28 94.4
#> 58 65.8 350 31 17.31 114.7 23 97.4
#> 59 71.2 159 60 11.50 109.0 87 97.5
#> 60 70.4 208 94 7.35 105.5 153 98.2
#> 61 71.6 130 83 8.16 109.5 75 101.3
#> 62 70.1 228 79 8.65 105.0 164 96.3
#> 63 69.8 247 64 10.68 108.2 103 97.5
#> 64 67.6 334 97 6.95 108.0 105 101.1
#> 65 70.3 216 65 10.60 111.1 56 100.5
#> 66 70.5 199 118 5.02 111.7 49 106.7
#> 67 70.2 223 131 4.18 104.2 180 100.0
#> 68 71.4 147 91 7.49 107.2 120 99.7
#> 69 69.4 267 109 5.85 114.8 22 108.9
#> 70 71.0 164 127 4.52 107.2 119 102.7
#> 71 70.5 204 137 3.53 107.4 114 103.9
#> 72 71.4 145 115 5.26 101.7 228 96.5
#> 73 68.1 319 81 8.33 111.7 48 103.4
#> 74 69.5 258 125 4.83 103.9 184 99.0
#> 75 71.4 144 50 13.98 113.2 33 99.2
#> 76 73.1 57 100 6.45 108.9 90 102.5
#> 77 69.1 282 106 6.02 102.2 214 96.2
#> 78 70.5 200 67 9.93 112.0 45 102.1
#> 79 70.7 182 116 5.20 105.1 162 99.9
#> 80 68.1 320 73 9.16 107.4 118 98.2
#> 81 67.0 342 107 5.98 112.7 38 106.7
#> 82 68.3 311 68 9.78 107.0 127 97.2
#> 83 68.5 301 85 7.78 108.2 102 100.4
#> 84 77.7 4 157 0.56 106.9 128 106.3
#> 85 70.9 176 69 9.72 109.2 80 99.5
#> 86 71.4 140 92 7.46 112.7 37 105.3
#> 87 69.3 269 87 7.63 106.4 141 98.8
#> 88 72.2 97 98 6.78 109.0 85 102.2
#> 89 70.5 202 66 10.10 106.6 135 96.5
#> 90 70.4 210 189 -1.89 105.4 159 107.2
#> 91 68.5 304 62 11.27 112.1 43 100.8
#> 92 74.1 31 49 14.09 115.6 18 101.5
#> 93 73.5 42 84 7.97 109.1 83 101.1
#> 94 74.4 25 38 15.41 112.6 39 97.2
#> 95 70.5 198 124 4.85 107.7 111 102.8
#> 96 67.7 332 89 7.59 111.0 58 103.4
#> 97 70.9 173 63 10.75 106.8 131 96.1
#> 98 68.4 308 161 0.09 101.5 234 101.4
#> 99 70.7 183 61 11.29 109.8 70 98.5
#> 100 72.2 98 112 5.47 103.7 187 98.2
#> 101 70.2 225 114 5.32 105.7 150 100.4
#> 102 69.1 281 90 7.58 105.9 147 98.3
#> 103 68.2 315 146 1.79 104.6 172 102.8
#> 104 67.0 340 113 5.45 101.4 238 96.0
#> 105 70.4 205 53 13.62 113.0 35 99.3
#> 106 72.2 99 42 14.89 104.3 177 89.5
#> 107 70.9 171 133 3.91 102.5 209 98.6
#> 108 67.4 337 123 4.87 108.5 93 103.7
#> 109 70.4 213 78 8.76 105.6 152 96.8
#> 110 76.2 7 212 -4.44 101.5 236 105.9
#> 111 72.4 92 56 11.78 109.2 81 97.4
#> 112 71.2 157 142 2.44 103.8 185 101.4
#> 113 77.4 6 45 14.55 111.7 50 97.2
#> 114 70.3 215 174 -0.93 104.4 175 105.3
#> 115 71.3 152 71 9.36 108.4 100 99.0
#> 116 68.1 318 134 3.84 103.6 191 99.8
#> 117 72.6 81 77 8.79 111.6 51 102.8
#> 118 67.5 335 18 20.69 118.1 10 97.4
#> 119 69.3 271 51 13.83 112.5 41 98.6
#> 120 70.8 178 141 2.88 105.0 163 102.1
#> 121 67.9 328 76 8.86 108.5 97 99.6
#> 122 70.5 197 59 11.52 108.9 89 97.4
#> 123 72.6 83 178 -1.21 106.7 133 107.9
#> 124 72.0 109 132 4.13 106.1 143 102.0
#> 125 70.0 233 101 6.35 104.9 168 98.5
#> 126 70.5 203 139 3.13 107.4 116 104.2
#> 127 70.6 193 205 -3.45 101.4 240 104.8
#> 128 71.1 162 119 4.94 105.4 158 100.4
#> 129 70.6 186 165 -0.29 106.1 146 106.4
#> 130 74.9 15 103 6.33 108.5 94 102.2
#> 131 71.6 137 111 5.49 107.6 113 102.1
#> 132 70.6 192 117 5.02 107.1 122 102.0
#> 133 68.5 302 108 5.87 100.0 259 94.1
#> 134 70.7 180 96 7.14 109.4 76 102.3
#> 135 67.8 331 58 11.54 111.1 54 99.6
#> 136 67.5 336 122 4.88 109.3 79 104.4
#> 137 74.7 16 188 -1.85 104.1 183 105.9
#> 138 67.0 341 158 0.53 99.8 265 99.3
#> 139 70.3 220 93 7.37 116.4 17 109.0
#> 140 69.0 287 80 8.48 109.9 67 101.4
#> 141 72.5 86 210 -4.15 98.3 286 102.5
#> 142 71.7 126 130 4.21 104.1 181 99.9
#> 143 73.0 58 169 -0.79 108.9 91 109.7
#> 144 68.3 309 159 0.47 103.4 195 103.0
#> 145 68.9 292 177 -1.15 101.5 235 102.7
#> 146 68.0 323 120 4.93 107.1 121 102.2
#> 147 72.7 75 224 -5.03 101.7 229 106.7
#> 148 71.7 122 156 0.56 104.6 173 104.0
#> 149 69.6 256 203 -3.31 107.0 125 110.3
#> 150 68.0 324 220 -4.89 98.2 291 103.1
#> 151 71.0 166 236 -6.29 102.9 203 109.2
#> 152 69.1 280 173 -0.90 104.6 171 105.5
#> 153 70.9 175 229 -5.61 100.6 253 106.2
#> 154 71.7 123 311 -12.94 95.5 320 108.4
#> 155 69.0 283 216 -4.56 100.0 256 104.6
#> 156 71.9 116 208 -3.99 101.4 239 105.4
#> 157 72.8 73 193 -2.27 102.6 206 104.9
#> 158 71.0 165 219 -4.79 103.6 190 108.4
#> 159 74.5 24 198 -2.88 106.9 129 109.7
#> 160 65.5 351 239 -6.81 101.2 244 108.0
#> 161 71.2 158 147 1.70 107.1 123 105.4
#> 162 71.7 119 104 6.22 108.5 96 102.3
#> 163 70.7 181 110 5.81 105.4 157 99.6
#> 164 69.2 272 121 4.92 102.1 218 97.2
#> 165 75.6 10 168 -0.74 107.0 126 107.8
#> 166 69.2 274 241 -6.84 103.5 192 110.3
#> 167 73.6 39 246 -7.28 98.3 288 105.6
#> 168 69.8 249 285 -10.03 101.1 247 111.1
#> 169 71.9 115 129 4.27 110.4 63 106.1
#> 170 71.6 135 261 -8.04 105.5 155 113.5
#> 171 73.4 47 184 -1.55 98.9 278 100.5
#> 172 68.8 294 148 1.62 104.8 169 103.2
#> 173 71.9 114 143 2.38 109.9 69 107.5
#> 174 71.4 143 283 -9.99 97.3 300 107.3
#> 175 73.6 40 196 -2.78 100.8 249 103.5
#> 176 71.7 124 282 -9.91 101.6 230 111.5
#> 177 68.6 298 126 4.60 110.5 60 105.9
#> 178 73.2 54 206 -3.53 106.2 142 109.7
#> 179 72.5 84 207 -3.79 106.4 140 110.2
#> 180 68.6 300 172 -0.86 105.3 160 106.1
#> 181 69.0 288 265 -8.28 104.9 165 113.2
#> 182 67.6 333 175 -1.06 98.9 279 100.0
#> 183 69.2 275 136 3.72 109.0 86 105.3
#> 184 72.1 105 171 -0.85 103.1 199 104.0
#> 185 72.2 102 317 -13.86 95.1 325 108.9
#> 186 69.1 279 249 -7.49 102.9 202 110.4
#> 187 68.0 325 200 -3.12 102.1 220 105.2
#> 188 72.9 63 149 1.54 105.8 148 104.3
#> 189 72.2 100 105 6.04 108.4 99 102.3
#> 190 66.9 345 138 3.53 102.4 212 98.8
#> 191 68.2 314 199 -3.06 103.4 193 106.5
#> 192 74.5 22 153 1.24 99.6 269 98.4
#> 193 71.4 141 228 -5.39 100.0 257 105.4
#> 194 75.8 8 185 -1.56 104.9 166 106.5
#> 195 75.2 13 192 -2.17 106.8 130 109.0
#> 196 68.2 317 202 -3.20 107.4 117 110.6
#> 197 71.0 167 154 1.03 106.8 132 105.7
#> 198 70.7 184 180 -1.39 107.6 112 109.0
#> 199 74.3 27 167 -0.69 104.1 182 104.8
#> 200 72.5 87 227 -5.20 99.7 268 104.9
#> 201 70.7 185 166 -0.42 99.5 271 99.9
#> 202 69.0 284 226 -5.13 102.6 207 107.7
#> 203 70.6 195 230 -5.75 96.2 313 102.0
#> 204 72.2 96 214 -4.52 103.1 200 107.7
#> 205 71.7 121 128 4.29 111.1 55 106.8
#> 206 75.1 14 151 1.43 107.0 124 105.6
#> 207 69.8 244 152 1.35 103.4 196 102.0
#> 208 69.8 242 201 -3.12 103.7 188 106.8
#> 209 70.2 224 194 -2.32 108.5 95 110.8
#> 210 72.9 66 164 -0.20 110.2 65 110.4
#> 211 71.7 120 245 -7.27 102.7 205 110.0
#> 212 68.0 321 312 -13.05 99.9 261 113.0
#> 213 78.5 2 204 -3.41 102.4 211 105.8
#> 214 71.6 136 197 -2.82 106.1 144 108.9
#> 215 71.2 155 255 -7.82 99.2 275 107.0
#> 216 69.9 240 237 -6.36 101.3 242 107.6
#> 217 72.7 74 272 -9.31 105.4 156 114.7
#> 218 72.1 106 150 1.45 101.3 241 99.9
#> 219 67.3 339 183 -1.54 101.8 227 103.3
#> 220 74.6 19 225 -5.08 101.3 243 106.3
#> 221 71.3 149 309 -12.41 99.0 277 111.4
#> 222 71.3 150 145 1.85 105.8 149 103.9
#> 223 69.7 252 326 -15.64 94.6 329 110.2
#> 224 68.6 297 140 2.90 112.5 40 109.6
#> 225 72.9 64 135 3.76 106.5 137 102.8
#> 226 70.6 196 163 -0.04 107.8 109 107.8
#> 227 68.5 303 243 -7.06 100.6 252 107.7
#> 228 70.0 234 231 -5.96 104.4 176 110.4
#> 229 69.4 262 99 6.63 102.6 208 95.9
#> 230 71.6 134 160 0.17 101.1 246 101.0
#> 231 68.4 307 316 -13.63 94.7 327 108.3
#> 232 73.3 51 315 -13.52 101.8 225 115.3
#> 233 71.6 128 294 -10.86 97.6 296 108.5
#> 234 78.2 3 257 -7.83 106.7 134 114.5
#> 235 69.4 264 181 -1.49 108.3 101 109.8
#> 236 69.8 251 314 -13.51 93.9 331 107.5
#> 237 71.6 133 190 -1.99 100.8 248 102.8
#> 238 72.9 62 271 -8.76 97.6 297 106.3
#> 239 74.5 21 286 -10.21 101.9 224 112.1
#> 240 67.9 327 279 -9.86 98.4 285 108.3
#> 241 72.6 78 213 -4.52 101.6 233 106.1
#> 242 70.1 226 293 -10.81 95.4 321 106.2
#> 243 69.8 246 186 -1.77 102.1 217 103.9
#> 244 70.6 191 187 -1.77 107.8 107 109.6
#> 245 70.1 231 274 -9.44 96.6 309 106.0
#> 246 66.3 348 223 -5.00 99.7 267 104.7
#> 247 67.9 326 260 -8.00 96.7 306 104.7
#> 248 68.9 290 321 -14.89 97.2 301 112.1
#> 249 71.1 161 191 -2.07 103.8 186 105.8
#> 250 66.3 347 276 -9.52 100.2 254 109.8
#> 251 70.9 170 217 -4.66 103.3 197 107.9
#> 252 70.4 212 301 -11.43 96.0 317 107.5
#> 253 69.2 277 252 -7.61 96.5 310 104.1
#> 254 70.6 188 329 -16.18 102.2 216 118.4
#> 255 72.6 82 211 -4.22 106.5 139 110.7
#> 256 72.6 80 295 -10.89 93.2 336 104.1
#> 257 73.0 60 273 -9.40 96.4 311 105.8
#> 258 63.5 353 267 -8.38 100.7 251 109.1
#> 259 70.1 229 218 -4.70 103.4 194 108.1
#> 260 72.7 77 222 -4.99 100.0 260 105.0
#> 261 72.2 101 251 -7.57 105.6 151 113.2
#> 262 72.6 79 144 1.88 106.6 136 104.7
#> 263 73.2 56 215 -4.55 101.9 222 106.5
#> 264 72.4 94 221 -4.99 99.9 264 104.9
#> 265 73.0 59 242 -6.89 96.3 312 103.2
#> 266 70.0 235 162 0.03 99.9 263 99.9
#> 267 69.4 265 348 -23.78 95.2 324 118.9
#> 268 69.5 260 296 -11.00 98.6 283 109.6
#> 269 77.6 5 235 -6.23 99.8 266 106.0
#> 270 74.3 28 170 -0.85 107.4 115 108.2
#> 271 74.6 18 264 -8.24 98.7 282 106.9
#> 272 71.0 163 269 -8.72 96.1 314 104.9
#> 273 69.6 255 234 -6.21 105.5 154 111.7
#> 274 75.7 9 195 -2.35 105.2 161 107.5
#> 275 70.7 179 290 -10.54 103.7 189 114.2
#> 276 68.9 293 176 -1.09 106.1 145 107.2
#> 277 72.4 90 209 -4.13 102.1 219 106.2
#> 278 66.2 349 323 -15.15 89.6 346 104.8
#> 279 72.4 93 248 -7.45 103.2 198 110.7
#> 280 73.6 38 263 -8.20 98.3 290 106.5
#> 281 71.4 142 308 -12.22 97.8 294 110.0
#> 282 70.9 177 289 -10.35 104.9 167 115.3
#> 283 70.5 201 307 -11.94 100.0 258 112.0
#> 284 72.4 91 292 -10.73 98.9 280 109.6
#> 285 72.0 113 238 -6.45 101.1 245 107.6
#> 286 68.6 299 179 -1.32 109.3 78 110.7
#> 287 72.1 108 233 -6.11 106.5 138 112.6
#> 288 74.4 26 302 -11.44 99.9 262 111.4
#> 289 71.8 117 247 -7.41 99.1 276 106.5
#> 290 70.4 209 244 -7.23 98.5 284 105.7
#> 291 72.7 76 310 -12.85 98.7 281 111.6
#> 292 73.2 55 254 -7.80 102.4 210 110.2
#> 293 71.3 151 299 -11.31 90.1 343 101.4
#> 294 69.0 285 291 -10.67 100.2 255 110.9
#> 295 73.9 34 258 -7.86 104.5 174 112.4
#> 296 72.9 68 305 -11.89 102.0 221 113.9
#> 297 70.0 236 232 -6.07 99.5 272 105.5
#> 298 74.1 32 281 -9.88 103.0 201 112.9
#> 299 66.9 343 303 -11.55 97.8 295 109.3
#> 300 72.0 110 332 -16.74 96.1 316 112.9
#> 301 72.5 88 304 -11.83 100.8 250 112.6
#> 302 71.0 168 270 -8.72 101.8 226 110.5
#> 303 73.6 41 182 -1.50 99.6 270 101.1
#> 304 71.4 148 250 -7.57 107.8 108 115.4
#> 305 68.5 305 297 -11.16 95.6 319 106.8
#> 306 68.9 289 262 -8.10 97.0 302 105.1
#> 307 73.5 44 268 -8.56 95.9 318 104.4
#> 308 74.2 29 306 -11.92 93.6 332 105.5
#> 309 68.0 322 287 -10.25 94.6 328 104.8
#> 310 71.2 156 288 -10.30 102.4 213 112.7
#> 311 68.7 295 280 -9.88 97.3 299 107.2
#> 312 71.6 138 298 -11.27 101.6 231 112.9
#> 313 70.2 222 278 -9.70 101.9 223 111.6
#> 314 71.3 154 275 -9.50 96.1 315 105.6
#> 315 69.5 261 322 -15.09 98.3 289 113.4
#> 316 69.9 241 256 -7.83 99.5 274 107.3
#> 317 71.1 160 343 -21.99 92.0 339 114.0
#> 318 72.0 112 240 -6.81 104.2 179 111.0
#> 319 71.5 139 330 -16.21 96.9 304 113.1
#> 320 70.6 190 328 -15.77 95.2 323 110.9
#> 321 73.5 43 259 -7.97 104.3 178 112.3
#> 322 68.7 296 334 -17.86 97.0 303 114.9
#> 323 71.3 153 336 -18.10 93.3 334 111.4
#> 324 69.4 266 347 -23.64 93.3 333 117.0
#> 325 71.7 125 327 -15.64 99.5 273 115.1
#> 326 74.2 30 320 -14.87 89.9 345 104.7
#> 327 69.7 254 339 -18.91 92.0 338 110.9
#> 328 70.3 218 266 -8.29 101.5 237 109.7
#> 329 70.4 206 345 -23.05 84.4 353 107.5
#> 330 73.2 52 277 -9.58 101.6 232 111.2
#> 331 73.2 53 253 -7.74 104.8 170 112.5
#> 332 72.9 67 284 -10.02 95.3 322 105.3
#> 333 69.4 263 331 -16.74 98.1 292 114.9
#> 334 68.3 312 338 -18.68 93.3 335 111.9
#> 335 72.2 103 333 -17.85 92.8 337 110.7
#> 336 70.9 174 324 -15.28 94.8 326 110.1
#> 337 69.1 278 300 -11.32 96.8 305 108.1
#> 338 72.1 107 325 -15.46 97.9 293 113.3
#> 339 70.4 211 335 -17.91 94.2 330 112.1
#> 340 69.0 286 346 -23.06 97.5 298 120.6
#> 341 72.8 71 341 -19.81 90.1 342 110.0
#> 342 83.2 1 340 -19.45 96.6 307 116.1
#> 343 70.0 232 349 -24.07 89.3 348 113.4
#> 344 70.3 219 313 -13.14 96.6 308 109.7
#> 345 70.4 207 337 -18.50 98.3 287 116.8
#> 346 71.7 118 350 -24.63 89.9 344 114.5
#> 347 68.9 291 353 -29.42 85.4 351 114.8
#> 348 69.9 239 318 -13.89 89.4 347 103.3
#> 349 73.0 61 351 -28.26 90.4 340 118.6
#> 350 72.0 111 342 -20.33 88.9 349 109.3
#> 351 69.8 243 344 -22.17 87.0 350 109.1
#> 352 70.6 194 319 -14.40 90.2 341 104.6
#> 353 71.0 169 352 -29.31 84.5 352 113.8
#> final_adj_d_rk final_adj_t final_adj_t_rk rk_chg em_chg adj_t_chg ncaa_seed
#> 1 6 72.1 20 -3 1.83 -0.8 1
#> 2 17 70.1 66 -15 -6.47 -3.3 4
#> 3 15 74.3 6 -4 1.22 -1.3 1
#> 4 5 59.4 353 3 7.81 -4.6 1
#> 5 35 69.3 91 -22 -7.12 -3.2 7
#> 6 12 70.2 62 4 7.88 -3.7 1
#> 7 2 64.8 317 1 5.19 -2.5 2
#> 8 36 67.9 155 -3 2.38 -3.5 5
#> 9 10 68.6 121 -5 0.22 -4.2 4
#> 10 42 67.8 164 NA 4.10 -2.3 2
#> 11 9 66.9 211 8 9.83 -6.5 2
#> 12 1 66.6 231 7 9.07 -1.7 3
#> 13 34 65.9 268 4 6.02 -3.9 3
#> 14 4 63.9 331 -2 1.38 -2.9 5
#> 15 8 65.6 284 7 7.02 -6.7 2
#> 16 3 63.4 339 -4 0.21 -5.9 4
#> 17 30 66.1 257 -22 -4.66 -3.9 8
#> 18 20 63.7 334 5 4.31 -6.3 4
#> 19 47 67.7 171 4 2.46 -2.7 6
#> 20 32 66.9 215 -32 -5.17 -4.7 1
#> 21 13 64.2 328 -7 -0.91 -5.2 12
#> 22 104 67.0 208 -53 -9.54 -2.2 NA
#> 23 81 63.6 335 -7 -1.04 -6.1 6
#> 24 135 70.6 49 -71 -11.19 -1.0 NA
#> 25 14 66.2 252 -11 -2.01 -4.1 2
#> 26 61 67.8 161 5 1.94 -1.4 5
#> 27 26 64.7 320 2 1.37 -5.0 2
#> 28 25 65.8 274 -16 -2.91 -2.0 11
#> 29 62 71.0 39 -12 -2.07 -2.4 2
#> 30 16 62.9 344 4 1.40 -6.9 10
#> 31 79 66.4 238 -16 -2.43 -3.8 4
#> 32 111 69.5 84 -5 -0.38 -4.2 10
#> 33 83 68.7 118 -22 -3.16 -4.2 2
#> 34 45 68.8 116 1 0.74 -2.1 5
#> 35 123 66.0 263 -37 -6.24 -3.5 5
#> 36 27 67.6 172 -7 -0.56 -1.9 NA
#> 37 21 66.0 264 13 4.37 -4.7 6
#> 38 23 68.6 123 6 2.85 -6.1 9
#> 39 137 72.5 17 -63 -7.41 -2.8 NA
#> 40 11 66.1 260 28 10.55 -2.3 3
#> 41 64 70.8 47 -16 -2.01 -2.9 11
#> 42 31 73.6 11 20 6.41 -0.9 6
#> 43 106 70.8 46 -45 -5.59 -2.5 11
#> 44 33 65.0 309 10 3.35 -3.5 9
#> 45 48 67.4 186 -1 1.22 -4.2 10
#> 46 28 63.4 338 17 4.44 -3.5 7
#> 47 59 70.0 67 28 7.39 -1.6 3
#> 48 19 66.0 265 -26 -3.77 -2.3 NA
#> 49 18 66.0 262 1 1.64 -4.0 9
#> 50 29 68.9 107 10 2.78 -1.7 1
#> 51 75 65.2 297 16 4.47 -2.6 9
#> 52 53 70.4 57 -2 0.94 -3.7 5
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# }