Get KenPom's ratings archive pages
Value
A data frame with 22 columns:
| col_name | types | description |
| adj_em_rk | numeric | Adj em rk. |
| team | character | Team-side label or team identifier. |
| conf | character | character. |
| adj_em | numeric | Adj em. |
| adj_o | numeric | Adj o. |
| adj_o_rk | numeric | Adj o rk. |
| adj_d | numeric | Adj d. |
| adj_d_rk | numeric | Adj d rk. |
| adj_t | numeric | Adj t. |
| adj_t_rk | numeric | Adj t rk. |
| final_rk | numeric | Final rk. |
| final_adj_em | numeric | Final adj em. |
| final_adj_o | numeric | Final adj o. |
| final_adj_o_rk | numeric | Final adj o rk. |
| final_adj_d | numeric | Final adj d. |
| final_adj_d_rk | numeric | Final adj d rk. |
| final_adj_t | numeric | Final adj t. |
| final_adj_t_rk | numeric | Final adj t rk. |
| rk_chg | numeric | Rk chg. |
| em_chg | numeric | Em chg. |
| adj_t_chg | numeric | Adj t chg. |
| ncaa_seed | numeric | Ncaa seed. |
See also
Other KenPom Historical Functions:
kp_coach_history(),
kp_conf(),
kp_confhistory(),
kp_confstats(),
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
#> 1 1 Duke E8 ACC 28.79 119.5 1 90.8
#> 2 2 Kansas R2 B12 28.04 117.1 4 89.1
#> 3 3 North Carolina S16 ACC 26.47 116.8 5 90.3
#> 4 4 Virginia CH ACC 26.40 113.7 13 87.3
#> 5 5 Nevada R1 MWC 25.31 117.2 3 91.8
#> 6 6 Gonzaga E8 WCC 24.97 117.8 2 92.8
#> 7 7 Michigan S16 B10 23.13 109.9 37 86.7
#> 8 8 Auburn F4 SEC 22.62 114.1 9 91.5
#> 9 9 Florida St. S16 ACC 22.17 114.1 10 91.9
#> 10 10 Tennessee S16 SEC 22.14 113.5 14 91.3
#> 11 11 Michigan St. F4 B10 20.97 113.9 11 93.0
#> 12 12 Texas Tech 2nd B12 20.97 109.6 42 88.6
#> 13 13 Purdue E8 B10 20.79 115.9 7 95.1
#> 14 14 Wisconsin R1 B10 20.56 112.4 19 91.8
#> 15 15 Kentucky E8 SEC 20.55 115.1 8 94.6
#> 16 16 Kansas St. R1 B12 19.85 109.7 41 89.8
#> 17 17 Syracuse R1 ACC 19.79 109.9 36 90.1
#> 18 18 Virginia Tech S16 ACC 19.76 116.1 6 96.4
#> 19 19 Iowa St. R1 B12 19.63 113.1 18 93.4
#> 20 20 Indiana B10 18.90 111.2 24 92.3
#> 21 21 Oregon S16 P12 18.77 111.5 22 92.8
#> 22 22 Miami FL ACC 18.57 111.3 23 92.7
#> 23 23 Villanova R2 BE 18.37 113.1 17 94.7
#> 24 24 West Virginia B12 18.34 110.5 29 92.2
#> 25 25 Clemson ACC 18.15 110.1 33 91.9
#> 26 26 Mississippi St. R1 SEC 18.09 110.0 34 91.9
#> 27 27 Texas B12 17.74 108.9 47 91.1
#> 28 28 Ohio St. R2 B10 17.57 110.2 30 92.6
#> 29 29 N.C. State ACC 17.05 113.7 12 96.7
#> 30 30 Florida R2 SEC 16.90 108.2 55 91.3
#> 31 31 Nebraska B10 16.78 109.8 40 93.0
#> 32 32 Iowa R2 B10 16.40 113.4 15 97.0
#> 33 33 Creighton BE 15.84 111.9 21 96.0
#> 34 34 Marquette R1 BE 15.78 112.0 20 96.2
#> 35 35 Butler BE 15.48 111.1 25 95.6
#> 36 36 Penn St. B10 15.44 106.7 79 91.2
#> 37 37 Maryland R2 B10 14.91 110.5 28 95.6
#> 38 38 Oklahoma R2 B12 14.09 108.4 51 94.3
#> 39 39 UCLA P12 13.75 110.1 31 96.3
#> 40 40 Houston S16 Amer 13.58 110.0 35 96.4
#> 41 41 Arizona St. R1 P12 13.55 109.5 44 95.9
#> 42 42 Buffalo R2 MAC 13.44 109.8 38 96.4
#> 43 43 St. John's R0 BE 13.20 110.1 32 96.9
#> 44 44 UCF R2 Amer 13.16 106.1 89 92.9
#> 45 45 Minnesota R2 B10 13.13 109.0 45 95.9
#> 46 46 Cincinnati R1 Amer 13.06 106.5 83 93.4
#> 47 47 LSU S16 SEC 12.83 113.1 16 100.3
#> 48 48 Northwestern B10 12.83 106.0 90 93.2
#> 49 49 Washington R2 P12 12.64 108.1 56 95.5
#> 50 50 TCU B12 12.26 108.3 53 96.1
#> 51 51 Baylor R2 B12 12.02 108.4 50 96.4
#> 52 52 Arkansas SEC 11.98 106.7 80 94.7
#> 53 53 BYU WCC 11.83 106.8 76 94.9
#> 54 54 South Carolina SEC 11.41 105.0 102 93.6
#> 55 55 USC P12 11.22 108.9 46 97.7
#> 56 56 Vanderbilt SEC 11.20 108.2 54 97.0
#> 57 57 Louisville R1 ACC 11.17 109.8 39 98.6
#> 58 58 Saint Mary's R1 WCC 11.00 109.5 43 98.5
#> 59 59 Seton Hall R1 BE 10.95 107.2 69 96.3
#> 60 60 Arizona P12 10.89 107.3 68 96.4
#> 61 61 Oklahoma St. B12 10.79 106.3 85 95.5
#> 62 62 Providence BE 10.79 107.1 71 96.4
#> 63 63 Alabama SEC 10.57 105.9 92 95.4
#> 64 64 Notre Dame ACC 10.45 107.3 67 96.9
#> 65 65 Xavier BE 10.04 111.1 26 101.1
#> 66 66 DePaul BE 9.84 105.6 95 95.8
#> 67 67 Loyola Chicago MVC 9.76 104.2 114 94.4
#> 68 68 Texas A&M SEC 9.49 106.7 78 97.2
#> 69 69 Utah P12 9.19 107.4 65 98.2
#> 70 70 Boston College ACC 9.03 107.0 73 98.0
#> 71 71 Montana R1 BSky 8.94 108.0 57 99.1
#> 72 72 Georgia Tech ACC 8.81 100.9 185 92.1
#> 73 73 Oregon St. P12 8.69 106.2 88 97.5
#> 74 74 San Diego St. MWC 8.65 107.2 70 98.6
#> 75 75 Mississippi R1 SEC 8.43 107.5 63 99.0
#> 76 76 Georgetown BE 8.31 105.3 98 97.0
#> 77 77 Saint Louis R1 A10 8.25 102.4 154 94.2
#> 78 78 San Francisco WCC 8.21 102.2 158 94.0
#> 79 79 Western Kentucky CUSA 8.14 106.9 75 98.7
#> 80 80 UC Irvine R2 BW 8.02 102.4 155 94.4
#> 81 81 SMU Amer 7.98 108.9 48 100.9
#> 82 82 Missouri SEC 7.91 103.8 120 95.9
#> 83 83 Davidson A10 7.85 106.6 82 98.8
#> 84 84 Marshall CUSA 7.76 107.8 61 100.1
#> 85 85 Temple R0 Amer 7.68 104.7 107 97.0
#> 86 86 South Dakota St. Sum 7.68 110.9 27 103.2
#> 87 87 UNC Greensboro SC 7.65 105.8 93 98.1
#> 88 88 Connecticut Amer 7.53 106.7 81 99.1
#> 89 89 Wichita St. Amer 7.53 107.8 62 100.2
#> 90 90 Saint Joseph's A10 7.51 107.9 58 100.4
#> 91 91 Dayton A10 7.47 106.3 84 98.9
#> 92 92 Belmont R1 OVC 7.44 108.3 52 100.9
#> 93 93 Illinois B10 7.42 106.7 77 99.3
#> 94 94 Utah St. R1 MWC 7.30 105.2 99 97.9
#> 95 95 Georgia St. R1 SB 7.28 106.3 86 99.0
#> 96 96 Northeastern R1 CAA 7.17 107.9 59 100.8
#> 97 97 Colorado P12 7.16 106.0 91 98.8
#> 98 98 Bradley R1 MVC 7.13 102.6 151 95.5
#> 99 99 Toledo MAC 7.10 108.9 49 101.7
#> 100 100 Stanford P12 6.96 103.1 142 96.1
#> 101 101 Harvard Ivy 6.70 103.7 121 97.0
#> 102 102 San Diego WCC 6.65 104.8 104 98.2
#> 103 103 Southern Illinois MVC 6.63 103.0 144 96.3
#> 104 104 Old Dominion R1 CUSA 6.33 100.7 192 94.4
#> 105 105 New Mexico St. R1 WAC 5.89 105.2 100 99.3
#> 106 106 VCU R1 A10 5.36 100.1 208 94.7
#> 107 107 Ball St. MAC 5.34 105.6 96 100.2
#> 108 108 Charleston CAA 5.31 104.6 108 99.2
#> 109 109 Rutgers B10 5.29 99.8 219 94.5
#> 110 110 Rider MAAC 5.27 104.9 103 99.7
#> 111 111 Memphis Amer 5.24 105.5 97 100.3
#> 112 112 Rhode Island A10 5.17 103.2 138 98.1
#> 113 113 Lipscomb ASun 5.16 104.4 111 99.3
#> 114 114 Wake Forest ACC 5.16 106.3 87 101.1
#> 115 115 Fresno St. MWC 5.16 103.3 133 98.1
#> 116 116 Loyola Marymount WCC 5.13 103.5 128 98.3
#> 117 117 Yale R1 Ivy 4.96 104.8 105 99.8
#> 118 118 Wofford R2 SC 4.94 107.3 66 102.4
#> 119 119 Murray St. R2 OVC 4.87 104.5 109 99.7
#> 120 120 Louisiana Tech CUSA 4.76 103.1 141 98.3
#> 121 121 Vermont R1 AE 4.75 107.1 72 102.3
#> 122 122 Furman SC 4.55 103.1 140 98.5
#> 123 123 Louisiana SB 4.48 105.1 101 100.6
#> 124 124 Georgia SEC 4.39 102.2 159 97.8
#> 125 125 Pittsburgh ACC 4.29 103.4 129 99.2
#> 126 126 Boise St. MWC 4.25 103.1 139 98.9
#> 127 127 Illinois St. MVC 3.96 105.7 94 101.7
#> 128 128 Tulsa Amer 3.81 104.5 110 100.7
#> 129 129 UNLV MWC 3.71 103.4 131 99.7
#> 130 130 Georgia Southern SB 3.32 104.7 106 101.4
#> 131 131 Grand Canyon WAC 3.32 101.9 165 98.6
#> 132 132 Wright St. Horz 3.16 103.6 125 100.4
#> 133 133 Akron MAC 3.14 103.7 122 100.5
#> 134 134 Northern Kentucky R1 Horz 3.13 103.3 132 100.2
#> 135 135 Liberty R2 ASun 3.13 103.7 123 100.6
#> 136 136 Radford BSth 2.95 103.9 119 100.9
#> 137 137 New Mexico MWC 2.94 107.0 74 104.0
#> 138 138 North Texas CUSA 2.93 104.3 113 101.3
#> 139 139 Hofstra CAA 2.47 107.5 64 105.0
#> 140 140 East Tennessee St. SC 2.47 102.7 150 100.2
#> 141 141 Cal St. Fullerton BW 2.39 100.8 189 98.4
#> 142 142 Penn Ivy 2.32 101.1 178 98.8
#> 143 143 Lehigh Pat 2.18 104.1 115 101.9
#> 144 144 Eastern Michigan MAC 1.90 100.1 207 98.2
#> 145 145 Northern Iowa MVC 1.70 99.7 221 98.0
#> 146 146 Southern Miss CUSA 1.62 101.9 166 100.2
#> 147 147 Weber St. BSky 1.43 103.3 135 101.8
#> 148 148 George Mason A10 1.25 103.4 130 102.1
#> 149 149 Richmond A10 1.24 103.9 118 102.7
#> 150 150 Valparaiso MVC 1.21 100.7 191 99.5
#> 151 151 Massachusetts A10 1.17 103.6 124 102.5
#> 152 152 Duquesne A10 0.80 102.8 148 102.0
#> 153 153 South Dakota Sum 0.77 100.2 204 99.5
#> 154 154 Stephen F. Austin Slnd 0.64 100.8 188 100.1
#> 155 155 Pacific WCC 0.64 104.4 112 103.8
#> 156 156 Indiana St. MVC 0.59 100.9 184 100.3
#> 157 157 Northern Colorado BSky 0.52 102.8 147 102.2
#> 158 158 William & Mary CAA 0.39 107.9 60 107.5
#> 159 159 Iona R1 MAAC 0.27 104.0 116 103.7
#> 160 160 Holy Cross Pat 0.14 101.3 177 101.2
#> 161 161 UAB CUSA 0.03 102.2 160 102.2
#> 162 162 Utah Valley WAC -0.15 99.9 215 100.0
#> 163 163 Jacksonville St. OVC -0.32 100.5 194 100.8
#> 164 164 St. Bonaventure A10 -0.33 100.3 200 100.7
#> 165 165 Winthrop BSth -0.53 102.1 162 102.6
#> 166 166 California P12 -0.55 100.8 186 101.3
#> 167 167 Middle Tennessee CUSA -0.57 99.7 222 100.3
#> 168 168 James Madison CAA -0.59 100.7 190 101.3
#> 169 169 Central Michigan MAC -0.71 104.0 117 104.7
#> 170 170 St. Francis PA NEC -1.08 103.0 143 104.1
#> 171 171 Ohio MAC -1.14 98.7 240 99.8
#> 172 172 Miami OH MAC -1.17 103.6 127 104.7
#> 173 173 Kent St. MAC -1.21 101.6 171 102.8
#> 174 174 Tulane Amer -1.29 101.0 183 102.2
#> 175 175 Illinois Chicago Horz -1.52 102.5 153 104.0
#> 176 176 Canisius MAAC -1.63 102.9 145 104.6
#> 177 177 Colgate R1 Pat -1.65 102.3 157 103.9
#> 178 178 Appalachian St. SB -1.66 102.8 146 104.4
#> 179 179 Washington St. P12 -1.69 103.2 137 104.9
#> 180 180 UC Santa Barbara BW -1.73 102.7 149 104.5
#> 181 181 Delaware CAA -1.78 100.3 201 102.1
#> 182 182 Princeton Ivy -1.83 101.1 179 102.9
#> 183 183 Northern Illinois MAC -1.86 102.2 161 104.0
#> 184 184 Missouri St. MVC -1.91 99.7 220 101.7
#> 185 185 Wyoming MWC -2.10 101.6 175 103.7
#> 186 186 Troy SB -2.15 103.2 136 105.4
#> 187 187 American Pat -2.18 98.4 249 100.5
#> 188 188 UTSA CUSA -2.19 100.5 193 102.7
#> 189 189 Bowling Green MAC -2.22 101.0 182 103.2
#> 190 190 Texas St. SB -2.50 97.5 268 100.0
#> 191 191 Mercer SC -2.53 100.4 196 103.0
#> 192 192 Brown Ivy -2.69 99.8 218 102.5
#> 193 193 La Salle A10 -2.92 101.6 173 104.5
#> 194 194 Green Bay Horz -3.04 99.5 224 102.6
#> 195 195 Purdue Fort Wayne Sum -3.08 101.7 168 104.8
#> 196 196 North Dakota St. R1 Sum -3.08 101.6 172 104.7
#> 197 197 Coastal Carolina SB -3.15 100.1 206 103.3
#> 198 198 Colorado St. MWC -3.31 101.7 170 105.0
#> 199 199 North Florida ASun -3.38 103.6 126 107.0
#> 200 200 Evansville MVC -3.41 96.8 279 100.2
#> 201 201 Stony Brook AE -3.43 100.0 209 103.5
#> 202 202 Cal St. Bakersfield WAC -3.44 96.5 284 99.9
#> 203 203 UMBC AE -3.45 95.7 295 99.1
#> 204 204 South Alabama SB -3.62 97.5 269 101.1
#> 205 205 Austin Peay OVC -3.81 101.7 169 105.5
#> 206 206 Pepperdine WCC -3.86 101.9 167 105.7
#> 207 207 Abilene Christian R1 Slnd -4.01 99.2 235 103.2
#> 208 208 Hawaii BW -4.04 98.0 256 102.1
#> 209 209 Hartford AE -4.13 100.0 212 104.1
#> 210 210 Nebraska Omaha Sum -4.16 101.0 180 105.2
#> 211 211 Morehead St. OVC -4.19 102.0 163 106.2
#> 212 212 Denver Sum -4.25 98.6 245 102.8
#> 213 213 FIU CUSA -4.33 99.5 223 103.9
#> 214 214 Cal Baptist WAC -4.34 99.3 231 103.6
#> 215 215 Western Michigan MAC -4.40 99.9 214 104.3
#> 216 216 Eastern Washington BSky -4.43 98.3 250 102.8
#> 217 217 UNC Wilmington CAA -4.48 101.6 174 106.1
#> 218 218 UT Arlington SB -4.49 98.2 251 102.7
#> 219 219 NJIT ASun -4.51 100.0 210 104.5
#> 220 220 Long Beach St. BW -4.54 100.0 211 104.5
#> 221 221 Elon CAA -4.56 100.4 197 105.0
#> 222 222 Bucknell Pat -4.65 99.5 225 104.2
#> 223 223 Portland WCC -4.84 101.4 176 106.3
#> 224 224 Louisiana Monroe SB -4.86 98.1 253 103.0
#> 225 225 Drake MVC -5.05 98.6 243 103.7
#> 226 226 Gardner Webb R1 BSth -5.10 99.3 232 104.4
#> 227 227 Air Force MWC -5.21 97.3 272 102.5
#> 228 228 Boston University Pat -5.37 100.3 203 105.6
#> 229 229 South Florida Amer -5.40 95.6 297 101.0
#> 230 230 Charleston Southern BSth -5.43 98.6 242 104.1
#> 231 231 Saint Peter's MAAC -5.46 96.8 280 102.3
#> 232 232 Niagara MAAC -5.50 99.5 226 105.0
#> 233 233 Western Illinois Sum -5.55 98.5 247 104.0
#> 234 234 The Citadel SC -5.55 103.3 134 108.8
#> 235 235 Campbell BSth -5.59 102.6 152 108.1
#> 236 236 Wagner NEC -5.83 97.8 262 103.6
#> 237 237 Seattle WAC -5.88 97.8 258 103.7
#> 238 238 North Dakota Sum -5.93 97.6 266 103.6
#> 239 239 Portland St. BSky -5.95 99.5 227 105.4
#> 240 240 Albany AE -6.02 97.6 267 103.6
#> 241 241 Florida Gulf Coast ASun -6.03 98.6 241 104.7
#> 242 242 George Washington A10 -6.16 98.1 255 104.2
#> 243 243 Santa Clara WCC -6.18 97.8 260 104.0
#> 244 244 Oakland Horz -6.28 100.1 205 106.4
#> 245 245 Sacramento St. BSky -6.29 96.4 285 102.7
#> 246 246 High Point BSth -6.32 98.8 238 105.1
#> 247 247 Fordham A10 -6.38 95.8 294 102.2
#> 248 248 Central Connecticut NEC -6.46 102.4 156 108.8
#> 249 249 IUPUI Horz -6.54 97.0 276 103.5
#> 250 250 Marist MAAC -6.56 100.4 199 106.9
#> 251 251 Lamar Slnd -6.58 98.1 252 104.7
#> 252 252 Fairfield MAAC -6.67 98.1 254 104.7
#> 253 253 UC Davis BW -6.67 93.6 321 100.3
#> 254 254 Idaho St. BSky -6.67 101.0 181 107.7
#> 255 255 Fairleigh Dickinson R1 NEC -6.76 100.5 195 107.2
#> 256 256 Monmouth MAAC -6.79 96.4 286 103.2
#> 257 257 Southern Utah BSky -6.82 97.6 265 104.5
#> 258 258 Siena MAAC -6.87 100.3 202 107.2
#> 259 259 Dartmouth Ivy -6.93 100.4 198 107.3
#> 260 260 Little Rock SB -6.95 95.4 301 102.4
#> 261 261 Drexel CAA -7.10 100.8 187 107.9
#> 262 262 Samford SC -7.13 99.4 228 106.6
#> 263 263 Columbia Ivy -7.15 102.0 164 109.2
#> 264 264 Cornell Ivy -7.22 99.4 229 106.6
#> 265 265 Army Pat -7.28 99.2 234 106.5
#> 266 266 Florida Atlantic CUSA -7.41 98.6 244 106.0
#> 267 267 Idaho BSky -7.53 99.8 216 107.4
#> 268 268 Milwaukee Horz -7.54 96.4 287 103.9
#> 269 269 Eastern Kentucky OVC -7.57 99.2 233 106.8
#> 270 270 Hampton BSth -7.64 96.8 278 104.5
#> 271 271 East Carolina Amer -7.81 94.0 317 101.8
#> 272 272 Robert Morris NEC -7.90 94.2 314 102.1
#> 273 273 Quinnipiac MAAC -7.91 97.5 271 105.4
#> 274 274 Texas Southern SWAC -7.97 96.9 277 104.9
#> 275 275 Oral Roberts Sum -8.15 97.7 263 105.8
#> 276 276 Sam Houston St. Slnd -8.74 97.3 273 106.0
#> 277 277 Prairie View A&M R0 SWAC -8.76 97.5 270 106.3
#> 278 278 Manhattan MAAC -8.82 91.0 343 99.8
#> 279 279 Rice CUSA -9.10 99.1 236 108.2
#> 280 280 LIU Brooklyn NEC -9.27 99.9 213 109.2
#> 281 281 Southeast Missouri St. OVC -9.39 96.2 290 105.6
#> 282 282 Tennessee Martin OVC -9.54 97.7 264 107.2
#> 283 283 Eastern Illinois OVC -9.58 92.5 330 102.1
#> 284 284 Tennessee St. OVC -9.60 94.2 315 103.8
#> 285 285 UMKC WAC -9.63 96.5 282 106.1
#> 286 286 Presbyterian BSth -9.94 97.0 274 107.0
#> 287 287 Detroit Horz -9.97 98.9 237 108.8
#> 288 288 Central Arkansas Slnd -9.99 97.0 275 107.0
#> 289 289 Jacksonville ASun -10.16 95.3 304 105.5
#> 290 290 Norfolk St. MEAC -10.26 94.9 309 105.2
#> 291 291 Nicholls St. Slnd -10.29 95.5 298 105.8
#> 292 292 Arkansas St. SB -10.32 98.5 246 108.8
#> 293 293 UTEP CUSA -10.33 95.0 308 105.3
#> 294 294 Towson CAA -10.34 95.5 299 105.8
#> 295 295 UMass Lowell AE -10.40 99.8 217 110.2
#> 296 296 Howard MEAC -10.42 98.0 257 108.4
#> 297 297 Southeastern Louisiana Slnd -10.43 92.7 328 103.1
#> 298 298 Houston Baptist Slnd -10.44 98.8 239 109.2
#> 299 299 North Carolina Central R0 MEAC -10.60 96.5 283 107.1
#> 300 300 Binghamton AE -10.65 94.1 316 104.8
#> 301 301 Northern Arizona BSky -10.82 95.6 296 106.4
#> 302 302 Loyola MD Pat -10.90 95.5 300 106.4
#> 303 303 UT Rio Grande Valley WAC -10.97 93.9 319 104.8
#> 304 304 Montana St. BSky -11.02 99.4 230 110.4
#> 305 305 Charlotte CUSA -11.10 94.7 311 105.8
#> 306 306 New Orleans Slnd -11.12 95.3 305 106.4
#> 307 307 Grambling St. SWAC -11.33 95.2 306 106.5
#> 308 308 Bethune Cookman MEAC -11.43 95.9 293 107.3
#> 309 309 Texas A&M Corpus Chris Slnd -11.77 93.4 322 105.2
#> 310 310 VMI SC -11.80 96.7 281 108.5
#> 311 311 Navy Pat -11.80 93.3 324 105.1
#> 312 312 Lafayette Pat -11.83 98.4 248 110.2
#> 313 313 Cleveland St. Horz -11.84 96.1 291 107.9
#> 314 314 St. Francis NY NEC -11.92 96.2 288 108.2
#> 315 315 UC Riverside BW -12.28 92.5 331 104.8
#> 316 316 Longwood BSth -12.51 91.5 337 104.0
#> 317 317 San Jose St. MWC -12.70 92.4 332 105.1
#> 318 318 Sacred Heart NEC -12.74 97.8 261 110.5
#> 319 319 SIU Edwardsville OVC -12.99 95.4 303 108.3
#> 320 320 Alabama St. SWAC -13.30 95.1 307 108.4
#> 321 321 Youngstown St. Horz -13.34 96.1 292 109.4
#> 322 322 Cal Poly BW -13.71 93.2 325 106.9
#> 323 323 USC Upstate BSth -13.72 95.4 302 109.1
#> 324 324 UNC Asheville BSth -13.81 91.4 338 105.2
#> 325 325 Bryant NEC -14.05 97.8 259 111.9
#> 326 326 Tennessee Tech OVC -14.10 91.4 340 105.5
#> 327 327 Kennesaw St. ASun -14.38 91.7 335 106.1
#> 328 328 Chattanooga SC -14.39 91.6 336 106.0
#> 329 329 New Hampshire AE -14.89 92.2 333 107.1
#> 330 330 Western Carolina SC -14.91 92.5 329 107.4
#> 331 331 Cal St. Northridge BW -15.30 94.2 313 109.5
#> 332 332 North Alabama ASun -15.40 93.9 318 109.3
#> 333 333 McNeese St. Slnd -15.51 94.4 312 109.9
#> 334 334 Maine AE -15.68 91.4 339 107.1
#> 335 335 Morgan St. MEAC -15.95 92.0 334 107.9
#> 336 336 Mount St. Mary's NEC -15.96 93.0 327 108.9
#> 337 337 North Carolina A&T MEAC -16.02 96.2 289 112.2
#> 338 338 Stetson ASun -17.57 93.3 323 110.9
#> 339 339 Southern SWAC -17.76 91.2 341 108.9
#> 340 340 Incarnate Word Slnd -18.01 94.8 310 112.8
#> 341 341 Northwestern St. Slnd -18.49 90.2 345 108.7
#> 342 342 Savannah St. MEAC -18.74 93.8 320 112.5
#> 343 343 Alcorn St. SWAC -19.27 89.5 347 108.8
#> 344 344 Arkansas Pine Bluff SWAC -19.40 91.1 342 110.5
#> 345 345 South Carolina St. MEAC -19.88 93.1 326 112.9
#> 346 346 Mississippi Valley St. SWAC -20.17 91.0 344 111.1
#> 347 347 Maryland Eastern Shore MEAC -20.48 89.1 348 109.6
#> 348 348 Florida A&M MEAC -20.58 88.5 351 109.0
#> 349 349 Chicago St. WAC -21.71 90.0 346 111.7
#> 350 350 Coppin St. MEAC -22.10 88.1 352 110.2
#> 351 351 Alabama A&M SWAC -22.63 89.0 349 111.6
#> 352 352 Jackson St. SWAC -22.99 84.8 353 107.8
#> 353 353 Delaware St. MEAC -26.04 88.5 350 114.5
#> adj_d_rk adj_t adj_t_rk final_rk final_adj_em final_adj_o final_adj_o_rk
#> 1 8 72.9 65 4 30.62 120.0 7
#> 2 4 73.4 48 17 21.57 113.9 27
#> 3 7 75.6 11 7 27.69 119.7 8
#> 4 2 64.0 352 1 34.22 123.4 2
#> 5 15 72.5 89 27 18.18 114.0 26
#> 6 25 73.8 35 2 32.85 124.5 1
#> 7 1 67.3 338 6 28.32 114.5 24
#> 8 13 71.4 146 11 25.00 120.9 6
#> 9 17 72.8 70 14 22.39 112.8 36
#> 10 12 70.1 227 10 26.24 122.7 3
#> 11 27 73.4 45 3 30.81 121.0 5
#> 12 3 68.3 313 5 30.03 114.1 25
#> 13 45 69.8 245 9 26.81 122.5 4
#> 14 14 66.8 346 16 21.94 110.4 62
#> 15 40 72.3 95 8 27.57 117.6 14
#> 16 5 69.3 270 20 20.06 108.4 98
#> 17 6 70.1 230 39 15.13 110.5 59
#> 18 65 69.9 237 13 24.07 118.1 11
#> 19 30 70.4 214 15 22.09 118.9 9
#> 20 21 71.6 132 52 13.73 109.1 82
#> 21 24 69.4 268 28 17.86 109.5 74
#> 22 23 69.2 273 75 9.03 109.9 68
#> 23 43 69.7 253 30 17.33 116.5 16
#> 24 20 71.7 127 95 7.15 109.8 71
#> 25 18 70.3 217 36 16.14 108.0 106
#> 26 16 69.2 276 21 20.04 117.7 13
#> 27 9 69.8 250 25 19.11 113.5 29
#> 28 22 67.8 330 44 14.66 109.1 84
#> 29 69 73.4 46 41 14.98 113.1 34
#> 30 11 69.8 248 26 18.30 110.5 61
#> 31 28 70.2 221 47 14.35 113.5 30
#> 32 75 73.7 37 37 16.02 117.4 15
#> 33 56 72.9 69 55 12.67 112.0 47
#> 34 59 70.9 172 33 16.52 113.2 32
#> 35 51 69.5 259 72 9.24 111.3 53
#> 36 10 69.5 257 43 14.89 109.4 77
#> 37 50 70.6 189 24 19.29 113.4 31
#> 38 35 74.7 17 32 16.94 111.1 57
#> 39 61 75.3 12 102 6.34 109.0 88
#> 40 64 68.3 310 12 24.13 115.3 19
#> 41 55 73.7 36 57 11.55 109.7 73
#> 42 67 74.5 23 22 19.85 115.2 21
#> 43 70 73.3 50 88 7.61 108.6 92
#> 44 26 68.4 306 34 16.51 112.1 44
#> 45 53 71.6 131 46 14.35 111.4 52
#> 46 31 66.9 344 29 17.50 112.3 42
#> 47 136 71.6 129 19 20.22 117.7 12
#> 48 29 68.2 316 74 9.06 102.9 204
#> 49 47 69.9 238 48 14.28 107.7 110
#> 50 57 70.6 187 40 15.04 110.3 64
#> 51 68 67.8 329 35 16.48 115.3 20
#> 52 41 74.1 33 54 12.92 110.1 66
#> 53 44 74.5 20 86 7.72 112.0 46
#> 54 32 72.8 72 70 9.55 108.1 104
#> 55 79 73.3 49 82 8.25 109.8 72
#> 56 73 72.2 104 155 0.81 102.2 215
#> 57 97 72.5 85 23 19.35 113.7 28
#> 58 93 65.8 350 31 17.31 114.7 23
#> 59 60 71.2 159 60 11.50 109.0 87
#> 60 66 70.4 208 94 7.35 105.5 153
#> 61 48 71.6 130 83 8.16 109.5 75
#> 62 63 70.1 228 79 8.65 105.0 164
#> 63 46 69.8 247 64 10.68 108.2 103
#> 64 71 67.6 334 97 6.95 108.0 105
#> 65 152 70.3 216 65 10.60 111.1 56
#> 66 52 70.5 199 118 5.02 111.7 49
#> 67 38 70.2 223 131 4.18 104.2 180
#> 68 77 71.4 147 91 7.49 107.2 120
#> 69 89 69.4 267 109 5.85 114.8 22
#> 70 82 71.0 164 127 4.52 107.2 119
#> 71 106 70.5 204 137 3.53 107.4 114
#> 72 19 71.4 145 115 5.26 101.7 228
#> 73 78 68.1 319 81 8.33 111.7 48
#> 74 95 69.5 258 125 4.83 103.9 184
#> 75 105 71.4 144 50 13.98 113.2 33
#> 76 74 73.1 57 100 6.45 108.9 90
#> 77 34 69.1 282 106 6.02 102.2 214
#> 78 33 70.5 200 67 9.93 112.0 45
#> 79 98 70.7 182 116 5.20 105.1 162
#> 80 37 68.1 320 73 9.16 107.4 118
#> 81 148 67.0 342 107 5.98 112.7 38
#> 82 54 68.3 311 68 9.78 107.0 127
#> 83 99 68.5 301 85 7.78 108.2 102
#> 84 125 77.7 4 157 0.56 106.9 128
#> 85 72 70.9 176 69 9.72 109.2 80
#> 86 199 71.4 140 92 7.46 112.7 37
#> 87 86 69.3 269 87 7.63 106.4 141
#> 88 108 72.2 97 98 6.78 109.0 85
#> 89 130 70.5 202 66 10.10 106.6 135
#> 90 138 70.4 210 189 -1.89 105.4 159
#> 91 102 68.5 304 62 11.27 112.1 43
#> 92 150 74.1 31 49 14.09 115.6 18
#> 93 113 73.5 42 84 7.97 109.1 83
#> 94 81 74.4 25 38 15.41 112.6 39
#> 95 104 70.5 198 124 4.85 107.7 111
#> 96 146 67.7 332 89 7.59 111.0 58
#> 97 101 70.9 173 63 10.75 106.8 131
#> 98 49 68.4 308 161 0.09 101.5 234
#> 99 162 70.7 183 61 11.29 109.8 70
#> 100 58 72.2 98 112 5.47 103.7 187
#> 101 76 70.2 225 114 5.32 105.7 150
#> 102 87 69.1 281 90 7.58 105.9 147
#> 103 62 68.2 315 146 1.79 104.6 172
#> 104 36 67.0 340 113 5.45 101.4 238
#> 105 112 70.4 205 53 13.62 113.0 35
#> 106 42 72.2 99 42 14.89 104.3 177
#> 107 131 70.9 171 133 3.91 102.5 209
#> 108 110 67.4 337 123 4.87 108.5 93
#> 109 39 70.4 213 78 8.76 105.6 152
#> 110 117 76.2 7 212 -4.44 101.5 236
#> 111 134 72.4 92 56 11.78 109.2 81
#> 112 84 71.2 157 142 2.44 103.8 185
#> 113 111 77.4 6 45 14.55 111.7 50
#> 114 153 70.3 215 174 -0.93 104.4 175
#> 115 85 71.3 152 71 9.36 108.4 100
#> 116 91 68.1 318 134 3.84 103.6 191
#> 117 121 72.6 81 77 8.79 111.6 51
#> 118 179 67.5 335 18 20.69 118.1 10
#> 119 116 69.3 271 51 13.83 112.5 41
#> 120 90 70.8 178 141 2.88 105.0 163
#> 121 177 67.9 328 76 8.86 108.5 97
#> 122 94 70.5 197 59 11.52 108.9 89
#> 123 143 72.6 83 178 -1.21 106.7 133
#> 124 80 72.0 109 132 4.13 106.1 143
#> 125 109 70.0 233 101 6.35 104.9 168
#> 126 103 70.5 203 139 3.13 107.4 116
#> 127 161 70.6 193 205 -3.45 101.4 240
#> 128 145 71.1 162 119 4.94 105.4 158
#> 129 118 70.6 186 165 -0.29 106.1 146
#> 130 159 74.9 15 103 6.33 108.5 94
#> 131 96 71.6 137 111 5.49 107.6 113
#> 132 139 70.6 192 117 5.02 107.1 122
#> 133 140 68.5 302 108 5.87 100.0 259
#> 134 128 70.7 180 96 7.14 109.4 76
#> 135 142 67.8 331 58 11.54 111.1 54
#> 136 149 67.5 336 122 4.88 109.3 79
#> 137 220 74.7 16 188 -1.85 104.1 183
#> 138 157 67.0 341 158 0.53 99.8 265
#> 139 252 70.3 220 93 7.37 116.4 17
#> 140 127 69.0 287 80 8.48 109.9 67
#> 141 92 72.5 86 210 -4.15 98.3 286
#> 142 100 71.7 126 130 4.21 104.1 181
#> 143 165 73.0 58 169 -0.79 108.9 91
#> 144 88 68.3 309 159 0.47 103.4 195
#> 145 83 68.9 292 177 -1.15 101.5 235
#> 146 132 68.0 323 120 4.93 107.1 121
#> 147 164 72.7 75 224 -5.03 101.7 229
#> 148 171 71.7 122 156 0.56 104.6 173
#> 149 187 69.6 256 203 -3.31 107.0 125
#> 150 115 68.0 324 220 -4.89 98.2 291
#> 151 180 71.0 166 236 -6.29 102.9 203
#> 152 166 69.1 280 173 -0.90 104.6 171
#> 153 114 70.9 175 229 -5.61 100.6 253
#> 154 126 71.7 123 311 -12.94 95.5 320
#> 155 211 69.0 283 216 -4.56 100.0 256
#> 156 137 71.9 116 208 -3.99 101.4 239
#> 157 174 72.8 73 193 -2.27 102.6 206
#> 158 307 71.0 165 219 -4.79 103.6 190
#> 159 209 74.5 24 198 -2.88 106.9 129
#> 160 155 65.5 351 239 -6.81 101.2 244
#> 161 173 71.2 158 147 1.70 107.1 123
#> 162 123 71.7 119 104 6.22 108.5 96
#> 163 147 70.7 181 110 5.81 105.4 157
#> 164 144 69.2 272 121 4.92 102.1 218
#> 165 184 75.6 10 168 -0.74 107.0 126
#> 166 158 69.2 274 241 -6.84 103.5 192
#> 167 133 73.6 39 246 -7.28 98.3 288
#> 168 156 69.8 249 285 -10.03 101.1 247
#> 169 237 71.9 115 129 4.27 110.4 63
#> 170 224 71.6 135 261 -8.04 105.5 155
#> 171 120 73.4 47 184 -1.55 98.9 278
#> 172 241 68.8 294 148 1.62 104.8 169
#> 173 191 71.9 114 143 2.38 109.9 69
#> 174 175 71.4 143 283 -9.99 97.3 300
#> 175 221 73.6 40 196 -2.78 100.8 249
#> 176 236 71.7 124 282 -9.91 101.6 230
#> 177 215 68.6 298 126 4.60 110.5 60
#> 178 229 73.2 54 206 -3.53 106.2 142
#> 179 248 72.5 84 207 -3.79 106.4 140
#> 180 230 68.6 300 172 -0.86 105.3 160
#> 181 169 69.0 288 265 -8.28 104.9 165
#> 182 192 67.6 333 175 -1.06 98.9 279
#> 183 217 69.2 275 136 3.72 109.0 86
#> 184 160 72.1 105 171 -0.85 103.1 199
#> 185 208 72.2 102 317 -13.86 95.1 325
#> 186 261 69.1 279 249 -7.49 102.9 202
#> 187 141 68.0 325 200 -3.12 102.1 220
#> 188 185 72.9 63 149 1.54 105.8 148
#> 189 197 72.2 100 105 6.04 108.4 99
#> 190 124 66.9 345 138 3.53 102.4 212
#> 191 193 68.2 314 199 -3.06 103.4 193
#> 192 182 74.5 22 153 1.24 99.6 269
#> 193 235 71.4 141 228 -5.39 100.0 257
#> 194 183 75.8 8 185 -1.56 104.9 166
#> 195 245 75.2 13 192 -2.17 106.8 130
#> 196 239 68.2 317 202 -3.20 107.4 117
#> 197 200 71.0 167 154 1.03 106.8 132
#> 198 249 70.7 184 180 -1.39 107.6 112
#> 199 294 74.3 27 167 -0.69 104.1 182
#> 200 129 72.5 87 227 -5.20 99.7 268
#> 201 201 70.7 185 166 -0.42 99.5 271
#> 202 122 69.0 284 226 -5.13 102.6 207
#> 203 107 70.6 195 230 -5.75 96.2 313
#> 204 154 72.2 96 214 -4.52 103.1 200
#> 205 266 71.7 121 128 4.29 111.1 55
#> 206 269 75.1 14 151 1.43 107.0 124
#> 207 196 69.8 244 152 1.35 103.4 196
#> 208 168 69.8 242 201 -3.12 103.7 188
#> 209 223 70.2 224 194 -2.32 108.5 95
#> 210 256 72.9 66 164 -0.20 110.2 65
#> 211 280 71.7 120 245 -7.27 102.7 205
#> 212 190 68.0 321 312 -13.05 99.9 261
#> 213 213 78.5 2 204 -3.41 102.4 211
#> 214 205 71.6 136 197 -2.82 106.1 144
#> 215 227 71.2 155 255 -7.82 99.2 275
#> 216 189 69.9 240 237 -6.36 101.3 242
#> 217 277 72.7 74 272 -9.31 105.4 156
#> 218 186 72.1 106 150 1.45 101.3 241
#> 219 233 67.3 339 183 -1.54 101.8 227
#> 220 234 74.6 19 225 -5.08 101.3 243
#> 221 250 71.3 149 309 -12.41 99.0 277
#> 222 225 71.3 150 145 1.85 105.8 149
#> 223 281 69.7 252 326 -15.64 94.6 329
#> 224 194 68.6 297 140 2.90 112.5 40
#> 225 207 72.9 64 135 3.76 106.5 137
#> 226 228 70.6 196 163 -0.04 107.8 109
#> 227 181 68.5 303 243 -7.06 100.6 252
#> 228 268 70.0 234 231 -5.96 104.4 176
#> 229 151 69.4 262 99 6.63 102.6 208
#> 230 222 71.6 134 160 0.17 101.1 246
#> 231 176 68.4 307 316 -13.63 94.7 327
#> 232 251 73.3 51 315 -13.52 101.8 225
#> 233 218 71.6 128 294 -10.86 97.6 296
#> 234 322 78.2 3 257 -7.83 106.7 134
#> 235 313 69.4 264 181 -1.49 108.3 101
#> 236 204 69.8 251 314 -13.51 93.9 331
#> 237 210 71.6 133 190 -1.99 100.8 248
#> 238 203 72.9 62 271 -8.76 97.6 297
#> 239 263 74.5 21 286 -10.21 101.9 224
#> 240 206 67.9 327 279 -9.86 98.4 285
#> 241 238 72.6 78 213 -4.52 101.6 233
#> 242 226 70.1 226 293 -10.81 95.4 321
#> 243 216 69.8 246 186 -1.77 102.1 217
#> 244 285 70.6 191 187 -1.77 107.8 107
#> 245 188 70.1 231 274 -9.44 96.6 309
#> 246 254 66.3 348 223 -5.00 99.7 267
#> 247 172 67.9 326 260 -8.00 96.7 306
#> 248 323 68.9 290 321 -14.89 97.2 301
#> 249 202 71.1 161 191 -2.07 103.8 186
#> 250 293 66.3 347 276 -9.52 100.2 254
#> 251 240 70.9 170 217 -4.66 103.3 197
#> 252 242 70.4 212 301 -11.43 96.0 317
#> 253 135 69.2 277 252 -7.61 96.5 310
#> 254 308 70.6 188 329 -16.18 102.2 216
#> 255 302 72.6 82 211 -4.22 106.5 139
#> 256 198 72.6 80 295 -10.89 93.2 336
#> 257 232 73.0 60 273 -9.40 96.4 311
#> 258 300 63.5 353 267 -8.38 100.7 251
#> 259 304 70.1 229 218 -4.70 103.4 194
#> 260 178 72.7 77 222 -4.99 100.0 260
#> 261 310 72.2 101 251 -7.57 105.6 151
#> 262 289 72.6 79 144 1.88 106.6 136
#> 263 330 73.2 56 215 -4.55 101.9 222
#> 264 290 72.4 94 221 -4.99 99.9 264
#> 265 287 73.0 59 242 -6.89 96.3 312
#> 266 274 70.0 235 162 0.03 99.9 263
#> 267 305 69.4 265 348 -23.78 95.2 324
#> 268 214 69.5 260 296 -11.00 98.6 283
#> 269 291 77.6 5 235 -6.23 99.8 266
#> 270 231 74.3 28 170 -0.85 107.4 115
#> 271 163 74.6 18 264 -8.24 98.7 282
#> 272 170 71.0 163 269 -8.72 96.1 314
#> 273 262 69.6 255 234 -6.21 105.5 154
#> 274 247 75.7 9 195 -2.35 105.2 161
#> 275 273 70.7 179 290 -10.54 103.7 189
#> 276 275 68.9 293 176 -1.09 106.1 145
#> 277 282 72.4 90 209 -4.13 102.1 219
#> 278 119 66.2 349 323 -15.15 89.6 346
#> 279 315 72.4 93 248 -7.45 103.2 198
#> 280 331 73.6 38 263 -8.20 98.3 290
#> 281 267 71.4 142 308 -12.22 97.8 294
#> 282 301 70.9 177 289 -10.35 104.9 167
#> 283 167 70.5 201 307 -11.94 100.0 258
#> 284 212 72.4 91 292 -10.73 98.9 280
#> 285 279 72.0 113 238 -6.45 101.1 245
#> 286 295 68.6 299 179 -1.32 109.3 78
#> 287 324 72.1 108 233 -6.11 106.5 138
#> 288 296 74.4 26 302 -11.44 99.9 262
#> 289 264 71.8 117 247 -7.41 99.1 276
#> 290 257 70.4 209 244 -7.23 98.5 284
#> 291 271 72.7 76 310 -12.85 98.7 281
#> 292 325 73.2 55 254 -7.80 102.4 210
#> 293 260 71.3 151 299 -11.31 90.1 343
#> 294 272 69.0 285 291 -10.67 100.2 255
#> 295 340 73.9 34 258 -7.86 104.5 174
#> 296 317 72.9 68 305 -11.89 102.0 221
#> 297 195 70.0 236 232 -6.07 99.5 272
#> 298 332 74.1 32 281 -9.88 103.0 201
#> 299 299 66.9 343 303 -11.55 97.8 295
#> 300 244 72.0 110 332 -16.74 96.1 316
#> 301 286 72.5 88 304 -11.83 100.8 250
#> 302 283 71.0 168 270 -8.72 101.8 226
#> 303 246 73.6 41 182 -1.50 99.6 270
#> 304 341 71.4 148 250 -7.57 107.8 108
#> 305 270 68.5 305 297 -11.16 95.6 319
#> 306 284 68.9 289 262 -8.10 97.0 302
#> 307 288 73.5 44 268 -8.56 95.9 318
#> 308 303 74.2 29 306 -11.92 93.6 332
#> 309 258 68.0 322 287 -10.25 94.6 328
#> 310 319 71.2 156 288 -10.30 102.4 213
#> 311 253 68.7 295 280 -9.88 97.3 299
#> 312 339 71.6 138 298 -11.27 101.6 231
#> 313 311 70.2 222 278 -9.70 101.9 223
#> 314 314 71.3 154 275 -9.50 96.1 315
#> 315 243 69.5 261 322 -15.09 98.3 289
#> 316 219 69.9 241 256 -7.83 99.5 274
#> 317 255 71.1 160 343 -21.99 92.0 339
#> 318 343 72.0 112 240 -6.81 104.2 179
#> 319 316 71.5 139 330 -16.21 96.9 304
#> 320 318 70.6 190 328 -15.77 95.2 323
#> 321 334 73.5 43 259 -7.97 104.3 178
#> 322 292 68.7 296 334 -17.86 97.0 303
#> 323 329 71.3 153 336 -18.10 93.3 334
#> 324 259 69.4 266 347 -23.64 93.3 333
#> 325 348 71.7 125 327 -15.64 99.5 273
#> 326 265 74.2 30 320 -14.87 89.9 345
#> 327 278 69.7 254 339 -18.91 92.0 338
#> 328 276 70.3 218 266 -8.29 101.5 237
#> 329 297 70.4 206 345 -23.05 84.4 353
#> 330 306 73.2 52 277 -9.58 101.6 232
#> 331 335 73.2 53 253 -7.74 104.8 170
#> 332 333 72.9 67 284 -10.02 95.3 322
#> 333 337 69.4 263 331 -16.74 98.1 292
#> 334 298 68.3 312 338 -18.68 93.3 335
#> 335 312 72.2 103 333 -17.85 92.8 337
#> 336 327 70.9 174 324 -15.28 94.8 326
#> 337 349 69.1 278 300 -11.32 96.8 305
#> 338 344 72.1 107 325 -15.46 97.9 293
#> 339 326 70.4 211 335 -17.91 94.2 330
#> 340 351 69.0 286 346 -23.06 97.5 298
#> 341 320 72.8 71 341 -19.81 90.1 342
#> 342 350 83.2 1 340 -19.45 96.6 307
#> 343 321 70.0 232 349 -24.07 89.3 348
#> 344 342 70.3 219 313 -13.14 96.6 308
#> 345 352 70.4 207 337 -18.50 98.3 287
#> 346 345 71.7 118 350 -24.63 89.9 344
#> 347 336 68.9 291 353 -29.42 85.4 351
#> 348 328 69.9 239 318 -13.89 89.4 347
#> 349 347 73.0 61 351 -28.26 90.4 340
#> 350 338 72.0 111 342 -20.33 88.9 349
#> 351 346 69.8 243 344 -22.17 87.0 350
#> 352 309 70.6 194 319 -14.40 90.2 341
#> 353 353 71.0 169 352 -29.31 84.5 352
#> final_adj_d final_adj_d_rk final_adj_t final_adj_t_rk rk_chg em_chg
#> 1 89.3 6 72.1 20 -3 1.83
#> 2 92.3 17 70.1 66 -15 -6.47
#> 3 92.0 15 74.3 6 -4 1.22
#> 4 89.2 5 59.4 353 3 7.81
#> 5 95.9 35 69.3 91 -22 -7.12
#> 6 91.6 12 70.2 62 4 7.88
#> 7 86.2 2 64.8 317 1 5.19
#> 8 95.9 36 67.9 155 -3 2.38
#> 9 90.4 10 68.6 121 -5 0.22
#> 10 96.5 42 67.8 164 NA 4.10
#> 11 90.2 9 66.9 211 8 9.83
#> 12 84.1 1 66.6 231 7 9.07
#> 13 95.6 34 65.9 268 4 6.02
#> 14 88.5 4 63.9 331 -2 1.38
#> 15 90.1 8 65.6 284 7 7.02
#> 16 88.4 3 63.4 339 -4 0.21
#> 17 95.3 30 66.1 257 -22 -4.66
#> 18 94.0 20 63.7 334 5 4.31
#> 19 96.8 47 67.7 171 4 2.46
#> 20 95.4 32 66.9 215 -32 -5.17
#> 21 91.7 13 64.2 328 -7 -0.91
#> 22 100.8 104 67.0 208 -53 -9.54
#> 23 99.2 81 63.6 335 -7 -1.04
#> 24 102.7 135 70.6 49 -71 -11.19
#> 25 91.8 14 66.2 252 -11 -2.01
#> 26 97.6 61 67.8 161 5 1.94
#> 27 94.4 26 64.7 320 2 1.37
#> 28 94.4 25 65.8 274 -16 -2.91
#> 29 98.1 62 71.0 39 -12 -2.07
#> 30 92.2 16 62.9 344 4 1.40
#> 31 99.1 79 66.4 238 -16 -2.43
#> 32 101.3 111 69.5 84 -5 -0.38
#> 33 99.3 83 68.7 118 -22 -3.16
#> 34 96.7 45 68.8 116 1 0.74
#> 35 102.1 123 66.0 263 -37 -6.24
#> 36 94.5 27 67.6 172 -7 -0.56
#> 37 94.1 21 66.0 264 13 4.37
#> 38 94.1 23 68.6 123 6 2.85
#> 39 102.7 137 72.5 17 -63 -7.41
#> 40 91.2 11 66.1 260 28 10.55
#> 41 98.2 64 70.8 47 -16 -2.01
#> 42 95.4 31 73.6 11 20 6.41
#> 43 101.0 106 70.8 46 -45 -5.59
#> 44 95.6 33 65.0 309 10 3.35
#> 45 97.0 48 67.4 186 -1 1.22
#> 46 94.8 28 63.4 338 17 4.44
#> 47 97.5 59 70.0 67 28 7.39
#> 48 93.8 19 66.0 265 -26 -3.77
#> 49 93.5 18 66.0 262 1 1.64
#> 50 95.2 29 68.9 107 10 2.78
#> 51 98.8 75 65.2 297 16 4.47
#> 52 97.2 53 70.4 57 -2 0.94
#> 53 104.3 162 70.9 44 -33 -4.10
#> 54 98.6 71 70.2 61 -16 -1.87
#> 55 101.5 118 69.6 83 -27 -2.97
#> 56 101.4 116 67.3 194 -99 -10.39
#> 57 94.4 24 67.2 199 34 8.18
#> 58 97.4 55 62.7 348 27 6.31
#> 59 97.5 60 69.1 100 -1 0.55
#> 60 98.2 63 66.7 227 -34 -3.54
#> 61 101.3 110 66.1 261 -22 -2.63
#> 62 96.3 41 67.9 158 -17 -2.14
#> 63 97.5 58 68.7 117 -1 0.11
#> 64 101.1 107 65.2 298 -33 -3.50
#> 65 100.5 102 65.2 302 NA 0.57
#> 66 106.7 223 70.1 64 -52 -4.82
#> 67 100.0 97 62.7 346 -64 -5.58
#> 68 99.7 89 67.4 187 -23 -2.01
#> 69 108.9 257 66.4 240 -40 -3.34
#> 70 102.7 138 67.3 192 -57 -4.51
#> 71 103.9 155 66.9 220 -66 -5.40
#> 72 96.5 43 66.8 225 -43 -3.55
#> 73 103.4 150 65.7 280 -8 -0.36
#> 74 99.0 78 66.7 229 -51 -3.82
#> 75 99.2 80 68.5 131 25 5.55
#> 76 102.5 133 71.9 25 -24 -1.86
#> 77 96.2 40 66.4 239 -29 -2.24
#> 78 102.1 125 66.6 232 11 1.72
#> 79 99.9 92 67.7 168 -37 -2.94
#> 80 98.2 65 65.3 293 7 1.13
#> 81 106.7 221 65.0 310 -26 -2.00
#> 82 97.2 51 64.8 318 14 1.87
#> 83 100.4 98 64.7 319 -2 -0.07
#> 84 106.3 213 74.3 5 -73 -7.19
#> 85 99.5 85 68.9 110 16 2.03
#> 86 105.3 183 71.0 40 -6 -0.22
#> 87 98.8 74 67.8 159 NA -0.02
#> 88 102.2 129 68.6 122 -10 -0.75
#> 89 96.5 44 68.3 142 23 2.57
#> 90 107.2 231 68.5 127 -99 -9.40
#> 91 100.8 103 64.7 322 29 3.80
#> 92 101.5 117 71.3 34 43 6.66
#> 93 101.1 108 70.6 52 9 0.56
#> 94 97.2 52 68.1 145 56 8.11
#> 95 102.8 143 70.0 69 -29 -2.43
#> 96 103.4 151 66.2 253 7 0.43
#> 97 96.1 39 68.1 147 34 3.59
#> 98 101.4 113 65.3 292 -63 -7.04
#> 99 98.5 69 67.8 165 38 4.19
#> 100 98.2 66 69.9 71 -12 -1.49
#> 101 100.4 99 67.3 193 -13 -1.38
#> 102 98.3 67 66.9 213 12 0.93
#> 103 102.8 140 65.8 275 -43 -4.84
#> 104 96.0 38 64.5 324 -9 -0.88
#> 105 99.3 84 65.9 269 52 7.73
#> 106 89.5 7 68.4 136 64 9.53
#> 107 98.6 72 70.3 59 -26 -1.43
#> 108 103.7 153 65.4 289 -15 -0.44
#> 109 96.8 46 67.7 170 31 3.48
#> 110 105.9 203 73.9 8 -102 -9.71
#> 111 97.4 54 74.2 7 55 6.54
#> 112 101.4 112 67.5 180 -30 -2.73
#> 113 97.2 49 73.3 12 68 9.39
#> 114 105.3 186 67.6 179 -60 -6.09
#> 115 99.0 77 67.9 157 44 4.20
#> 116 99.8 90 62.7 347 -18 -1.29
#> 117 102.8 141 71.0 41 40 3.84
#> 118 97.4 56 65.7 278 100 15.75
#> 119 98.6 73 69.4 89 68 8.96
#> 120 102.1 126 65.4 288 -21 -1.88
#> 121 99.6 88 65.5 285 45 4.11
#> 122 97.4 57 66.6 230 63 6.97
#> 123 107.9 246 72.1 21 -55 -5.68
#> 124 102.0 120 68.4 134 -8 -0.26
#> 125 98.5 70 67.0 206 24 2.05
#> 126 104.2 161 65.5 286 -13 -1.13
#> 127 104.8 175 66.7 226 -78 -7.41
#> 128 100.4 100 68.8 114 9 1.13
#> 129 106.4 215 67.5 182 -36 -4.00
#> 130 102.2 128 73.2 14 27 3.01
#> 131 102.1 124 67.8 162 20 2.17
#> 132 102.0 122 65.2 305 15 1.86
#> 133 94.1 22 66.2 254 25 2.72
#> 134 102.3 130 68.2 143 38 4.00
#> 135 99.6 87 62.3 349 77 8.42
#> 136 104.4 164 64.4 326 14 1.93
#> 137 105.9 202 72.8 15 -51 -4.78
#> 138 99.3 82 65.3 294 -20 -2.41
#> 139 109.0 262 67.5 181 46 4.90
#> 140 101.4 115 67.2 201 60 6.01
#> 141 102.5 134 69.9 72 -69 -6.55
#> 142 99.9 94 66.9 217 12 1.89
#> 143 109.7 272 71.6 29 -26 -2.97
#> 144 103.0 144 62.9 345 -15 -1.44
#> 145 102.7 136 64.4 327 -32 -2.85
#> 146 102.2 127 64.8 316 26 3.30
#> 147 106.7 222 71.1 37 -77 -6.47
#> 148 104.0 157 67.7 167 -8 -0.69
#> 149 110.3 287 65.9 266 -54 -4.55
#> 150 103.1 145 65.2 300 -70 -6.11
#> 151 109.2 265 67.3 191 -85 -7.46
#> 152 105.5 190 69.8 73 -21 -1.69
#> 153 106.2 209 67.0 210 -76 -6.39
#> 154 108.4 254 68.8 112 -157 -13.58
#> 155 104.6 166 65.1 308 -61 -5.20
#> 156 105.4 188 68.9 106 -52 -4.59
#> 157 104.9 178 66.5 236 -36 -2.79
#> 158 108.4 255 68.6 120 -61 -5.19
#> 159 109.7 276 70.6 51 -39 -3.15
#> 160 108.0 248 63.6 336 -79 -6.95
#> 161 105.4 187 65.2 299 14 1.67
#> 162 102.3 131 68.8 115 58 6.37
#> 163 99.6 86 67.6 173 53 6.13
#> 164 97.2 50 64.0 330 43 5.25
#> 165 107.8 244 72.7 16 -3 -0.21
#> 166 110.3 286 66.6 234 -75 -6.29
#> 167 105.6 193 67.6 175 -79 -6.70
#> 168 111.1 302 65.2 301 -117 -9.43
#> 169 106.1 206 71.3 33 40 4.98
#> 170 113.5 332 68.4 137 -91 -6.95
#> 171 100.5 101 69.2 95 -13 -0.42
#> 172 103.2 146 66.3 245 24 2.79
#> 173 107.5 236 67.5 183 30 3.59
#> 174 107.3 232 69.7 78 -109 -8.70
#> 175 103.5 152 70.0 68 -21 -1.25
#> 176 111.5 307 67.7 169 -106 -8.28
#> 177 105.9 201 66.4 237 51 6.25
#> 178 109.7 274 71.6 28 -28 -1.88
#> 179 110.2 284 70.6 50 -28 -2.11
#> 180 106.1 208 64.7 321 8 0.87
#> 181 113.2 328 63.3 341 -84 -6.51
#> 182 100.0 96 67.6 177 7 0.77
#> 183 105.3 185 65.9 267 47 5.58
#> 184 104.0 158 65.4 287 13 1.06
#> 185 108.9 259 68.4 133 -132 -11.76
#> 186 110.4 290 67.0 207 -63 -5.34
#> 187 105.2 182 66.6 233 -13 -0.95
#> 188 104.3 163 72.1 19 39 3.73
#> 189 102.3 132 70.5 54 84 8.26
#> 190 98.8 76 65.1 306 52 6.04
#> 191 106.5 220 66.8 224 -8 -0.53
#> 192 98.4 68 71.1 36 39 3.93
#> 193 105.4 189 68.9 108 -35 -2.47
#> 194 106.5 219 73.2 13 9 1.47
#> 195 109.0 260 71.6 26 3 0.90
#> 196 110.6 292 65.0 312 -6 -0.11
#> 197 105.7 197 69.8 76 43 4.18
#> 198 109.0 261 67.1 204 18 1.92
#> 199 104.8 173 71.9 24 32 2.68
#> 200 104.9 177 69.5 86 -27 -1.79
#> 201 99.9 95 69.3 90 35 3.01
#> 202 107.7 243 65.2 303 -24 -1.70
#> 203 102.0 119 65.0 311 -27 -2.30
#> 204 107.7 241 66.3 241 -10 -0.90
#> 205 106.8 226 69.0 105 77 8.11
#> 206 105.6 194 70.3 58 55 5.29
#> 207 102.0 121 66.1 256 55 5.36
#> 208 106.8 225 66.3 243 7 0.92
#> 209 110.8 297 66.7 228 15 1.81
#> 210 110.4 289 67.9 153 46 3.96
#> 211 110.0 280 67.2 200 -34 -3.08
#> 212 113.0 325 67.1 203 -100 -8.80
#> 213 105.8 198 77.6 1 9 0.92
#> 214 108.9 258 67.9 156 17 1.51
#> 215 107.0 228 69.2 97 -40 -3.42
#> 216 107.6 240 67.8 163 -21 -1.94
#> 217 114.7 339 69.3 93 -55 -4.83
#> 218 99.9 93 66.3 251 68 5.94
#> 219 103.3 149 66.9 216 36 2.96
#> 220 106.3 214 71.5 30 -5 -0.54
#> 221 111.4 306 68.0 150 -88 -7.85
#> 222 103.9 156 70.7 48 77 6.50
#> 223 110.2 283 66.8 222 -103 -10.80
#> 224 109.6 271 66.3 244 84 7.76
#> 225 102.8 139 69.3 94 90 8.81
#> 226 107.8 245 67.4 189 63 5.06
#> 227 107.7 242 66.6 235 -16 -1.85
#> 228 110.4 288 66.3 247 -3 -0.59
#> 229 95.9 37 67.5 184 130 12.02
#> 230 101.0 105 69.5 87 70 5.60
#> 231 108.3 252 63.2 342 -85 -8.17
#> 232 115.3 345 69.7 81 -83 -8.02
#> 233 108.5 256 67.3 190 -61 -5.31
#> 234 114.5 337 73.6 10 -23 -2.28
#> 235 109.8 278 65.7 281 54 4.10
#> 236 107.5 234 63.8 332 -78 -7.68
#> 237 102.8 142 67.2 198 47 3.89
#> 238 106.3 212 69.7 79 -33 -2.82
#> 239 112.1 314 69.1 104 -47 -4.25
#> 240 108.3 253 65.9 270 -39 -3.83
#> 241 106.1 207 67.9 152 28 1.51
#> 242 106.2 211 67.2 197 -51 -4.65
#> 243 103.9 154 66.3 242 57 4.41
#> 244 109.6 268 68.7 119 57 4.51
#> 245 106.0 205 68.1 146 -29 -3.15
#> 246 104.7 169 63.7 333 23 1.32
#> 247 104.7 168 65.2 304 -13 -1.61
#> 248 112.1 313 69.1 101 -73 -8.43
#> 249 105.8 200 68.9 111 58 4.48
#> 250 109.8 277 64.5 323 -26 -2.97
#> 251 107.9 247 68.3 141 34 1.93
#> 252 107.5 235 67.8 160 -49 -4.76
#> 253 104.1 159 65.9 272 1 -0.94
#> 254 118.4 350 66.8 221 -75 -9.51
#> 255 110.7 295 66.8 223 44 2.54
#> 256 104.1 160 67.5 185 -39 -4.10
#> 257 105.8 199 71.2 35 -16 -2.58
#> 258 109.1 263 60.6 352 -9 -1.51
#> 259 108.1 250 65.9 271 41 2.23
#> 260 105.0 180 70.4 55 38 1.95
#> 261 113.2 327 69.1 102 10 -0.47
#> 262 104.7 170 69.2 99 118 9.02
#> 263 106.5 218 67.6 178 48 2.60
#> 264 104.9 179 67.9 154 43 2.24
#> 265 103.2 147 69.8 75 23 0.39
#> 266 99.9 91 67.4 188 104 7.44
#> 267 118.9 352 65.4 290 -81 -16.25
#> 268 109.6 269 66.1 259 -28 -3.46
#> 269 106.0 204 76.6 2 34 1.35
#> 270 108.2 251 71.3 32 100 6.79
#> 271 106.9 227 68.1 148 7 -0.43
#> 272 104.9 176 66.3 250 3 -0.81
#> 273 111.7 310 66.9 218 39 1.70
#> 274 107.5 238 74.7 4 79 5.62
#> 275 114.2 336 66.9 219 -15 -2.39
#> 276 107.2 229 66.3 249 100 7.65
#> 277 106.2 210 71.1 38 68 4.64
#> 278 104.8 172 61.8 351 -45 -6.34
#> 279 110.7 294 70.1 63 31 1.65
#> 280 106.5 217 70.8 45 17 1.06
#> 281 110.0 281 67.6 174 -27 -2.83
#> 282 115.3 344 68.5 132 -7 -0.81
#> 283 112.0 312 66.9 214 -24 -2.37
#> 284 109.6 270 69.4 88 -8 -1.12
#> 285 107.6 239 66.3 248 47 3.18
#> 286 110.7 293 67.8 166 107 8.61
#> 287 112.6 320 68.6 125 54 3.86
#> 288 111.4 304 70.5 53 -14 -1.45
#> 289 106.5 216 70.9 42 42 2.75
#> 290 105.7 196 69.2 98 46 3.03
#> 291 111.6 308 68.5 129 -19 -2.55
#> 292 110.2 285 68.3 140 38 2.52
#> 293 101.4 114 68.0 151 -6 -0.97
#> 294 110.9 298 63.5 337 3 -0.33
#> 295 112.4 317 69.8 74 37 2.54
#> 296 113.9 334 71.3 31 -9 -1.47
#> 297 105.5 192 65.3 295 65 4.36
#> 298 112.9 324 73.9 9 17 0.57
#> 299 109.3 267 65.3 291 -4 -0.94
#> 300 112.9 322 65.8 273 -32 -6.09
#> 301 112.6 319 68.5 130 -3 -1.01
#> 302 110.5 291 68.5 128 32 2.19
#> 303 101.1 109 70.4 56 121 9.48
#> 304 115.4 346 70.0 70 54 3.45
#> 305 106.8 224 64.5 325 8 -0.06
#> 306 105.1 181 68.6 126 44 3.02
#> 307 104.4 165 69.6 82 39 2.77
#> 308 105.5 191 72.2 18 2 -0.48
#> 309 104.8 174 64.9 315 22 1.52
#> 310 112.7 321 71.6 27 22 1.50
#> 311 107.2 230 66.9 212 31 1.93
#> 312 112.9 323 68.9 109 14 0.56
#> 313 111.6 309 69.1 103 35 2.13
#> 314 105.6 195 68.3 138 39 2.42
#> 315 113.4 331 63.3 340 -7 -2.81
#> 316 107.3 233 67.2 195 60 4.68
#> 317 114.0 335 69.3 92 -26 -9.29
#> 318 111.0 301 72.0 23 78 5.93
#> 319 113.1 326 69.7 80 -11 -3.22
#> 320 110.9 300 67.2 196 -8 -2.47
#> 321 112.3 316 67.0 205 62 5.37
#> 322 114.9 342 66.2 255 -12 -4.15
#> 323 111.4 305 68.0 149 -13 -4.38
#> 324 117.0 349 61.9 350 -23 -9.83
#> 325 115.1 343 67.6 176 -2 -1.59
#> 326 104.7 171 68.3 139 6 -0.77
#> 327 110.9 299 68.2 144 -12 -4.52
#> 328 109.7 275 66.1 258 62 6.10
#> 329 107.5 237 65.6 283 -16 -8.17
#> 330 111.2 303 69.5 85 53 5.33
#> 331 112.5 318 70.9 43 78 7.56
#> 332 105.3 184 68.4 135 48 5.37
#> 333 114.9 341 66.3 246 2 -1.23
#> 334 111.9 311 64.0 329 -4 -3.00
#> 335 110.7 296 72.1 22 2 -1.90
#> 336 110.1 282 67.1 202 12 0.68
#> 337 108.1 249 65.7 279 37 4.71
#> 338 113.3 329 68.8 113 13 2.11
#> 339 112.1 315 65.7 277 4 -0.14
#> 340 120.6 353 64.9 313 -6 -5.05
#> 341 110.0 279 68.6 124 NA -1.32
#> 342 116.1 347 74.9 3 2 -0.71
#> 343 113.4 330 65.8 276 -6 -4.81
#> 344 109.7 273 65.3 296 31 6.26
#> 345 116.8 348 67.0 209 8 1.38
#> 346 114.5 338 69.2 96 -4 -4.46
#> 347 114.8 340 63.1 343 -6 -8.94
#> 348 103.3 148 64.9 314 30 6.69
#> 349 118.6 351 70.1 65 -2 -6.56
#> 350 109.3 266 70.2 60 8 1.78
#> 351 109.1 264 65.7 282 7 0.46
#> 352 104.6 167 65.1 307 33 8.59
#> 353 113.8 333 69.7 77 1 -3.27
#> adj_t_chg ncaa_seed
#> 1 -0.8 18
#> 2 -3.3 42
#> 3 -1.3 116
#> 4 -4.6 1
#> 5 -3.2 71
#> 6 -3.7 18
#> 7 -2.5 216
#> 8 -3.5 54
#> 9 -4.2 416
#> 10 -2.3 216
#> 11 -6.5 24
#> 12 -1.7 32
#> 13 -3.9 38
#> 14 -2.9 51
#> 15 -6.7 28
#> 16 -5.9 41
#> 17 -3.9 81
#> 18 -6.3 416
#> 19 -2.7 61
#> 20 -4.7 NA
#> 21 -5.2 1216
#> 22 -2.2 NA
#> 23 -6.1 62
#> 24 -1.0 NA
#> 25 -4.1 NA
#> 26 -1.4 51
#> 27 -5.0 NA
#> 28 -2.0 112
#> 29 -2.4 NA
#> 30 -6.9 102
#> 31 -3.8 NA
#> 32 -4.2 102
#> 33 -4.2 NA
#> 34 -2.1 51
#> 35 -3.5 NA
#> 36 -1.9 NA
#> 37 -4.7 62
#> 38 -6.1 92
#> 39 -2.8 NA
#> 40 -2.3 316
#> 41 -2.9 111
#> 42 -0.9 62
#> 43 -2.5 110
#> 44 -3.5 92
#> 45 -4.2 102
#> 46 -3.5 71
#> 47 -1.6 316
#> 48 -2.3 NA
#> 49 -4.0 92
#> 50 -1.7 NA
#> 51 -2.6 92
#> 52 -3.7 NA
#> 53 -3.6 NA
#> 54 -2.6 NA
#> 55 -3.8 NA
#> 56 -4.9 NA
#> 57 -5.3 71
#> 58 -3.2 111
#> 59 -2.1 101
#> 60 -3.7 NA
#> 61 -5.6 NA
#> 62 -2.2 NA
#> 63 -1.1 NA
#> 64 -2.4 NA
#> 65 -5.1 NA
#> 66 -0.4 NA
#> 67 -7.5 NA
#> 68 -4.0 NA
#> 69 -3.0 NA
#> 70 -3.7 NA
#> 71 -3.6 151
#> 72 -4.6 NA
#> 73 -2.4 NA
#> 74 -2.9 NA
#> 75 -2.9 81
#> 76 -1.3 NA
#> 77 -2.7 131
#> 78 -3.9 NA
#> 79 -3.0 NA
#> 80 -2.8 132
#> 81 -2.0 NA
#> 82 -3.5 NA
#> 83 -3.8 NA
#> 84 -3.4 NA
#> 85 -2.0 110
#> 86 -0.4 NA
#> 87 -1.4 NA
#> 88 -3.6 NA
#> 89 -2.2 NA
#> 90 -1.8 NA
#> 91 -3.8 NA
#> 92 -2.9 111
#> 93 -3.0 NA
#> 94 -6.3 81
#> 95 -0.5 141
#> 96 -1.5 131
#> 97 -2.8 NA
#> 98 -3.1 151
#> 99 -2.9 NA
#> 100 -2.3 NA
#> 101 -2.9 NA
#> 102 -2.2 NA
#> 103 -2.4 NA
#> 104 -2.5 141
#> 105 -4.5 121
#> 106 -3.8 81
#> 107 -0.7 NA
#> 108 -2.0 NA
#> 109 -2.7 NA
#> 110 -2.3 NA
#> 111 1.8 NA
#> 112 -3.7 NA
#> 113 -4.1 NA
#> 114 -2.7 NA
#> 115 -3.4 NA
#> 116 -5.5 NA
#> 117 -1.7 141
#> 118 -1.8 72
#> 119 0.1 122
#> 120 -5.4 NA
#> 121 -2.3 131
#> 122 -3.9 NA
#> 123 -0.5 NA
#> 124 -3.6 NA
#> 125 -3.0 NA
#> 126 -5.0 NA
#> 127 -3.9 NA
#> 128 -2.3 NA
#> 129 -3.1 NA
#> 130 -1.7 NA
#> 131 -3.8 NA
#> 132 -5.4 NA
#> 133 -2.3 NA
#> 134 -2.5 141
#> 135 -5.5 122
#> 136 -3.1 NA
#> 137 -1.9 NA
#> 138 -1.7 NA
#> 139 -2.7 NA
#> 140 -1.8 NA
#> 141 -2.6 NA
#> 142 -4.8 NA
#> 143 -1.5 NA
#> 144 -5.5 NA
#> 145 -4.5 NA
#> 146 -3.2 NA
#> 147 -1.6 NA
#> 148 -4.0 NA
#> 149 -3.6 NA
#> 150 -2.8 NA
#> 151 -3.7 NA
#> 152 0.7 NA
#> 153 -3.9 NA
#> 154 -2.9 NA
#> 155 -4.0 NA
#> 156 -2.9 NA
#> 157 -6.3 NA
#> 158 -2.4 NA
#> 159 -3.9 161
#> 160 -1.9 NA
#> 161 -6.0 NA
#> 162 -2.9 NA
#> 163 -3.1 NA
#> 164 -5.3 NA
#> 165 -2.9 NA
#> 166 -2.6 NA
#> 167 -6.0 NA
#> 168 -4.6 NA
#> 169 -0.6 NA
#> 170 -3.2 NA
#> 171 -4.1 NA
#> 172 -2.4 NA
#> 173 -4.4 NA
#> 174 -1.7 NA
#> 175 -3.5 NA
#> 176 -4.0 NA
#> 177 -2.2 151
#> 178 -1.6 NA
#> 179 -2.0 NA
#> 180 -3.9 NA
#> 181 -5.7 NA
#> 182 NA NA
#> 183 -3.2 NA
#> 184 -6.7 NA
#> 185 -3.8 NA
#> 186 -2.1 NA
#> 187 -1.4 NA
#> 188 -0.8 NA
#> 189 -1.7 NA
#> 190 -1.7 NA
#> 191 -1.4 NA
#> 192 -3.4 NA
#> 193 -2.5 NA
#> 194 -2.6 NA
#> 195 -3.5 NA
#> 196 -3.2 161
#> 197 -1.3 NA
#> 198 -3.6 NA
#> 199 -2.5 NA
#> 200 -3.0 NA
#> 201 -1.4 NA
#> 202 -3.9 NA
#> 203 -5.6 NA
#> 204 -5.9 NA
#> 205 -2.7 NA
#> 206 -4.8 NA
#> 207 -3.7 151
#> 208 -3.5 NA
#> 209 -3.5 NA
#> 210 -5.0 NA
#> 211 -4.5 NA
#> 212 -0.9 NA
#> 213 -0.9 NA
#> 214 -3.7 NA
#> 215 -2.0 NA
#> 216 -2.1 NA
#> 217 -3.4 NA
#> 218 -5.8 NA
#> 219 -0.4 NA
#> 220 -3.1 NA
#> 221 -3.4 NA
#> 222 -0.7 NA
#> 223 -2.9 NA
#> 224 -2.3 NA
#> 225 -3.7 NA
#> 226 -3.2 161
#> 227 -2.0 NA
#> 228 -3.7 NA
#> 229 -1.9 NA
#> 230 -2.1 NA
#> 231 -5.2 NA
#> 232 -3.6 NA
#> 233 -4.3 NA
#> 234 -4.5 NA
#> 235 -3.7 NA
#> 236 -6.0 NA
#> 237 -4.4 NA
#> 238 -3.3 NA
#> 239 -5.5 NA
#> 240 -2.0 NA
#> 241 -4.7 NA
#> 242 -2.9 NA
#> 243 -3.5 NA
#> 244 -2.0 NA
#> 245 -2.0 NA
#> 246 -2.6 NA
#> 247 -2.8 NA
#> 248 0.2 NA
#> 249 -2.2 NA
#> 250 -1.8 NA
#> 251 -2.7 NA
#> 252 -2.5 NA
#> 253 -3.3 NA
#> 254 -3.8 NA
#> 255 -5.8 161
#> 256 -5.2 NA
#> 257 -1.8 NA
#> 258 -2.9 NA
#> 259 -4.2 NA
#> 260 -2.2 NA
#> 261 -3.1 NA
#> 262 -3.5 NA
#> 263 -5.6 NA
#> 264 -4.5 NA
#> 265 -3.3 NA
#> 266 -2.6 NA
#> 267 -4.0 NA
#> 268 -3.4 NA
#> 269 -1.0 NA
#> 270 -3.0 NA
#> 271 -6.6 NA
#> 272 -4.8 NA
#> 273 -2.8 NA
#> 274 -1.0 NA
#> 275 -3.9 NA
#> 276 -2.6 NA
#> 277 -1.4 160
#> 278 -4.4 NA
#> 279 -2.3 NA
#> 280 -2.8 NA
#> 281 -3.8 NA
#> 282 -2.4 NA
#> 283 -3.6 NA
#> 284 -3.0 NA
#> 285 -5.7 NA
#> 286 -0.8 NA
#> 287 -3.5 NA
#> 288 -3.9 NA
#> 289 -0.9 NA
#> 290 -1.2 NA
#> 291 -4.2 NA
#> 292 -4.9 NA
#> 293 -3.3 NA
#> 294 -5.5 NA
#> 295 -4.1 NA
#> 296 -1.5 NA
#> 297 -4.7 NA
#> 298 -0.2 NA
#> 299 -1.6 160
#> 300 -6.2 NA
#> 301 -4.0 NA
#> 302 -2.5 NA
#> 303 -3.2 NA
#> 304 -1.4 NA
#> 305 -3.9 NA
#> 306 -0.4 NA
#> 307 -3.8 NA
#> 308 -2.0 NA
#> 309 -3.1 NA
#> 310 0.4 NA
#> 311 -1.8 NA
#> 312 -2.6 NA
#> 313 -1.2 NA
#> 314 -2.9 NA
#> 315 -6.2 NA
#> 316 -2.6 NA
#> 317 -1.8 NA
#> 318 NA NA
#> 319 -1.8 NA
#> 320 -3.4 NA
#> 321 -6.4 NA
#> 322 -2.5 NA
#> 323 -3.3 NA
#> 324 -7.5 NA
#> 325 -4.1 NA
#> 326 -5.8 NA
#> 327 -1.5 NA
#> 328 -4.2 NA
#> 329 -4.8 NA
#> 330 -3.7 NA
#> 331 -2.3 NA
#> 332 -4.5 NA
#> 333 -3.1 NA
#> 334 -4.3 NA
#> 335 -0.1 NA
#> 336 -3.7 NA
#> 337 -3.5 NA
#> 338 -3.3 NA
#> 339 -4.6 NA
#> 340 -4.1 NA
#> 341 -4.2 NA
#> 342 -8.3 NA
#> 343 -4.3 NA
#> 344 -5.0 NA
#> 345 -3.4 NA
#> 346 -2.5 NA
#> 347 -5.8 NA
#> 348 -5.0 NA
#> 349 -2.9 NA
#> 350 -1.8 NA
#> 351 -4.2 NA
#> 352 -5.5 NA
#> 353 -1.3 NA
# }