Get KenPom Ratings
Usage
kp_pomeroy_ratings(min_year, max_year = most_recent_mbb_season())Value
Returns a tibble of ratings
| col_name | types |
| year | integer |
| rk | numeric |
| team | character |
| conf | character |
| w_l | 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 |
| luck | numeric |
| luck_rk | numeric |
| sos_adj_em | numeric |
| sos_adj_em_rk | numeric |
| sos_opp_o | numeric |
| sos_opp_o_rk | numeric |
| sos_opp_d | numeric |
| sos_opp_d_rk | numeric |
| ncsos_adj_em | numeric |
| ncsos_adj_em_rk | numeric |
| ncaa_seed | numeric |
See also
Other KenPom Ratings Functions:
kp_efficiency(),
kp_foul_trouble(),
kp_fourfactors(),
kp_height(),
kp_kpoy(),
kp_playerstats(),
kp_pointdist(),
kp_teamstats()
Examples
# \donttest{
try(kp_pomeroy_ratings(min_year = 2020, max_year = 2021))
#> year rk team conf w_l adj_em adj_o adj_o_rk adj_d
#> 1 2021 1 Gonzaga WCC 31-1 36.48 126.4 1 89.9
#> 2 2021 2 Baylor B12 28-2 33.87 125.0 2 91.1
#> 3 2021 3 Michigan B10 23-5 29.67 117.6 9 87.9
#> 4 2021 4 Illinois B10 24-7 29.06 118.0 8 88.9
#> 5 2021 5 Houston Amer 28-4 28.75 118.3 7 89.6
#> 6 2021 6 USC P12 25-8 27.58 115.7 14 88.1
#> 7 2021 7 Iowa B10 22-9 26.87 123.5 3 96.7
#> 8 2021 8 Colorado P12 23-9 25.10 116.3 13 91.2
#> 9 2021 9 Alabama SEC 26-7 25.09 112.9 30 87.8
#> 10 2021 10 Loyola Chicago MVC 26-5 24.32 111.3 41 87.0
#> 11 2021 11 Ohio St. B10 21-10 23.58 120.7 4 97.1
#> 12 2021 12 Villanova BE 18-7 23.02 119.0 6 96.0
#> 13 2021 13 UCLA P12 22-10 22.43 116.9 11 94.5
#> 14 2021 14 Wisconsin B10 18-13 22.40 113.0 29 90.6
#> 15 2021 15 Florida St. ACC 18-7 22.12 114.9 16 92.8
#> 16 2021 16 Oregon P12 21-7 21.85 117.2 10 95.4
#> 17 2021 17 Texas Tech B12 18-11 21.81 112.7 32 90.9
#> 18 2021 18 Arkansas SEC 25-7 21.56 111.1 43 89.6
#> 19 2021 19 Virginia ACC 18-7 21.42 114.7 17 93.3
#> 20 2021 20 BYU WCC 20-7 21.12 113.7 23 92.5
#> 21 2021 21 Connecticut BE 15-8 20.61 113.1 27 92.5
#> 22 2021 22 Creighton BE 22-9 20.59 113.4 25 92.8
#> 23 2021 23 West Virginia B12 19-10 20.51 116.8 12 96.3
#> 24 2021 24 LSU SEC 19-10 20.35 120.1 5 99.8
#> 25 2021 25 Purdue B10 18-10 20.33 113.3 26 92.9
#> 26 2021 26 Texas B12 19-8 20.31 113.1 28 92.8
#> 27 2021 27 Kansas B12 21-9 19.98 110.1 54 90.2
#> 28 2021 28 Tennessee SEC 18-9 19.95 108.0 85 88.1
#> 29 2021 29 Arizona P12 17-9 19.92 115.6 15 95.7
#> 30 2021 30 San Diego St. MWC 23-5 19.88 111.0 45 91.1
#> 31 2021 31 Memphis Amer 20-8 19.11 105.5 117 86.4
#> 32 2021 32 St. Bonaventure A10 16-5 19.04 110.0 55 91.0
#> 33 2021 33 Oklahoma St. B12 21-9 18.95 109.6 60 90.7
#> 34 2021 34 North Carolina ACC 18-11 18.62 110.3 52 91.7
#> 35 2021 35 Maryland B10 17-14 17.63 111.8 37 94.1
#> 36 2021 36 Duke ACC 13-11 17.56 114.5 18 97.0
#> 37 2021 37 Georgia Tech ACC 17-9 17.50 113.7 22 96.2
#> 38 2021 38 Rutgers B10 16-12 17.48 108.1 82 90.6
#> 39 2021 39 Oklahoma B12 16-11 17.06 112.1 35 95.1
#> 40 2021 40 Penn St. B10 11-14 17.03 112.2 34 95.2
#> 41 2021 41 Florida SEC 15-10 16.95 111.0 44 94.1
#> 42 2021 42 Syracuse ACC 18-10 16.75 113.7 24 96.9
#> 43 2021 43 Oregon St. P12 20-13 16.40 112.1 36 95.7
#> 44 2021 44 Utah P12 12-13 15.78 112.7 31 97.0
#> 45 2021 45 Clemson ACC 16-8 15.48 106.4 107 90.9
#> 46 2021 46 Utah St. MWC 20-9 15.34 104.8 126 89.5
#> 47 2021 47 Missouri SEC 16-10 15.14 110.6 49 95.5
#> 48 2021 48 VCU A10 19-7 15.04 105.2 122 90.2
#> 49 2021 49 Kentucky SEC 9-16 14.97 108.0 84 93.1
#> 50 2021 50 Indiana B10 12-15 14.95 109.1 70 94.2
#> 51 2021 51 Mississippi SEC 16-12 14.67 106.1 109 91.4
#> 52 2021 52 Virginia Tech ACC 15-7 14.44 109.7 59 95.3
#> 53 2021 53 Saint Louis A10 14-7 14.37 110.4 50 96.0
#> 54 2021 54 Seton Hall BE 14-13 14.36 110.3 51 95.9
#> 55 2021 55 Drake MVC 26-5 14.27 112.5 33 98.2
#> 56 2021 56 SMU Amer 11-6 14.07 110.8 47 96.8
#> 57 2021 57 Stanford P12 14-13 13.78 106.0 110 92.2
#> 58 2021 58 UC Santa Barbara BW 22-5 13.63 109.9 56 96.2
#> 59 2021 59 Louisville ACC 13-7 13.54 107.7 92 94.2
#> 60 2021 60 Auburn SEC 13-14 13.20 111.6 38 98.4
#> 61 2021 61 Boise St. MWC 19-9 13.13 109.1 69 96.0
#> 62 2021 62 Minnesota B10 14-15 12.97 108.4 76 95.4
#> 63 2021 63 Georgetown BE 13-13 12.91 107.9 87 95.0
#> 64 2021 64 Michigan St. B10 15-13 12.90 107.1 98 94.2
#> 65 2021 65 Richmond A10 14-9 12.78 110.9 46 98.1
#> 66 2021 66 Xavier BE 13-8 12.73 110.6 48 97.9
#> 67 2021 67 Mississippi St. SEC 18-15 12.37 107.7 93 95.3
#> 68 2021 68 Wichita St. Amer 16-6 12.30 109.5 61 97.2
#> 69 2021 69 St. John's BE 16-11 12.26 111.2 42 98.9
#> 70 2021 70 Davidson A10 13-9 12.11 113.9 20 101.8
#> 71 2021 71 N.C. State ACC 14-11 12.02 109.4 63 97.4
#> 72 2021 72 North Texas CUSA 18-10 11.76 106.7 101 95.0
#> 73 2021 73 Wright St. Horz 18-6 11.73 108.3 80 96.6
#> 74 2021 74 Toledo MAC 21-9 11.71 114.3 19 102.6
#> 75 2021 75 Saint Mary's WCC 14-10 11.68 101.8 178 90.2
#> 76 2021 76 Colorado St. MWC 20-8 11.52 108.1 83 96.6
#> 77 2021 77 Buffalo MAC 16-9 11.30 107.4 95 96.1
#> 78 2021 78 Washington St. P12 14-13 11.10 102.4 167 91.3
#> 79 2021 79 Northwestern B10 9-15 10.97 104.3 132 93.4
#> 80 2021 80 Providence BE 13-13 10.70 107.3 96 96.6
#> 81 2021 81 Ohio MAC 17-8 10.47 111.4 40 100.9
#> 82 2021 82 Louisiana Tech CUSA 24-8 10.46 104.2 133 93.7
#> 83 2021 83 Marquette BE 13-14 10.40 107.5 94 97.1
#> 84 2021 84 Abilene Christian Slnd 24-5 10.11 101.7 184 91.6
#> 85 2021 85 Notre Dame ACC 11-15 10.03 113.8 21 103.7
#> 86 2021 86 Arizona St. P12 11-14 9.85 108.4 75 98.5
#> 87 2021 87 Dayton A10 14-10 9.69 108.3 77 98.6
#> 88 2021 88 Missouri St. MVC 17-7 9.32 107.8 90 98.5
#> 89 2021 89 Colgate Pat 14-2 9.25 110.3 53 101.0
#> 90 2021 90 Pepperdine WCC 15-12 9.04 108.3 79 99.3
#> 91 2021 91 Nevada MWC 16-10 8.98 108.8 72 99.9
#> 92 2021 92 Marshall CUSA 15-7 8.89 109.2 67 100.3
#> 93 2021 93 San Francisco WCC 11-14 8.86 106.9 100 98.0
#> 94 2021 94 Loyola Marymount WCC 13-9 8.80 107.8 89 99.0
#> 95 2021 95 Georgia SEC 14-12 8.69 107.9 86 99.2
#> 96 2021 96 Furman SC 16-9 8.64 109.8 57 101.1
#> 97 2021 97 Pittsburgh ACC 10-12 8.64 108.2 81 99.5
#> 98 2021 98 Liberty ASun 23-6 8.60 109.8 58 101.2
#> 99 2021 99 Western Kentucky CUSA 21-8 8.57 106.6 102 98.0
#> 100 2021 100 UCF Amer 11-12 8.54 106.5 103 97.9
#> 101 2021 101 Winthrop BSth 23-2 8.48 105.0 124 96.5
#> 102 2021 102 UAB CUSA 22-7 8.44 103.5 153 95.0
#> 103 2021 103 Grand Canyon WAC 17-7 8.32 105.4 121 97.1
#> 104 2021 104 Vanderbilt SEC 9-16 8.25 108.9 71 100.6
#> 105 2021 105 Eastern Washington BSky 16-8 8.19 109.5 62 101.3
#> 106 2021 106 UC Riverside BW 14-8 8.03 103.6 147 95.6
#> 107 2021 107 UC Irvine BW 18-9 7.88 101.3 192 93.4
#> 108 2021 108 UNC Greensboro SC 21-9 7.79 103.6 146 95.8
#> 109 2021 109 Nebraska B10 7-20 7.76 101.8 179 94.1
#> 110 2021 110 Belmont OVC 26-4 7.43 109.4 64 102.0
#> 111 2021 111 Rhode Island A10 10-15 7.21 104.7 127 97.5
#> 112 2021 112 Akron MAC 15-8 7.14 108.6 73 101.5
#> 113 2021 113 South Dakota St. Sum 16-7 6.85 111.5 39 104.6
#> 114 2021 114 California P12 9-20 6.43 105.5 119 99.0
#> 115 2021 115 Kent St. MAC 15-8 6.34 105.8 113 99.5
#> 116 2021 116 Cincinnati Amer 12-11 6.06 103.6 148 97.5
#> 117 2021 117 Pacific WCC 9-9 5.48 103.5 150 98.1
#> 118 2021 118 Massachusetts A10 8-7 5.40 105.4 120 100.0
#> 119 2021 119 Indiana St. MVC 15-10 5.35 102.6 166 97.3
#> 120 2021 120 Butler BE 10-15 5.34 102.7 164 97.4
#> 121 2021 121 Tulsa Amer 11-12 5.09 102.6 165 97.5
#> 122 2021 122 Weber St. BSky 17-6 4.98 107.7 91 102.7
#> 123 2021 123 Yale Ivy 0-0 4.98 107.1 99 102.1
#> 124 2021 124 South Carolina SEC 6-15 4.96 103.9 139 98.9
#> 125 2021 125 Oral Roberts Sum 18-11 4.83 109.3 66 104.4
#> 126 2021 126 Duquesne A10 9-9 4.74 101.7 183 97.0
#> 127 2021 127 Wofford SC 15-9 4.39 106.4 106 102.0
#> 128 2021 128 East Tennessee St. SC 13-12 3.99 103.2 159 99.2
#> 129 2021 129 Washington P12 5-21 3.65 104.0 135 100.4
#> 130 2021 130 Bowling Green MAC 14-12 3.62 105.5 116 101.9
#> 131 2021 131 Mercer SC 18-11 3.43 106.2 108 102.8
#> 132 2021 132 Cal St. Bakersfield BW 15-11 3.28 104.6 129 101.4
#> 133 2021 133 Vermont AE 10-5 3.22 105.5 118 102.2
#> 134 2021 134 Morehead St. OVC 23-8 3.19 100.6 205 97.4
#> 135 2021 135 Southern Utah BSky 20-4 3.13 108.5 74 105.4
#> 136 2021 136 UTEP CUSA 12-12 3.09 103.3 156 100.2
#> 137 2021 137 Texas A&M SEC 8-10 3.05 101.9 175 98.9
#> 138 2021 138 Miami FL ACC 10-17 3.01 102.1 172 99.1
#> 139 2021 139 North Dakota St. Sum 15-12 2.84 103.7 144 100.9
#> 140 2021 140 TCU B12 12-14 2.81 104.7 128 101.9
#> 141 2021 141 DePaul BE 5-14 2.80 97.6 257 94.8
#> 142 2021 142 George Mason A10 13-9 2.73 101.1 195 98.4
#> 143 2021 143 Temple Amer 5-11 2.70 101.5 189 98.8
#> 144 2021 144 Tulane Amer 10-13 1.95 99.8 225 97.8
#> 145 2021 145 Santa Clara WCC 12-8 1.94 100.4 208 98.5
#> 146 2021 146 Bradley MVC 12-16 1.87 103.5 149 101.7
#> 147 2021 147 Kansas St. B12 9-20 1.47 99.6 226 98.1
#> 148 2021 148 Boston College ACC 4-16 1.47 105.1 123 103.6
#> 149 2021 149 Ball St. MAC 10-13 1.44 103.4 154 101.9
#> 150 2021 150 New Mexico St. WAC 12-8 1.40 104.1 134 102.7
#> 151 2021 151 Stephen F. Austin Slnd 16-5 1.29 103.5 152 102.2
#> 152 2021 152 Old Dominion CUSA 15-8 1.20 101.0 196 99.9
#> 153 2021 153 VMI SC 13-12 1.09 107.8 88 106.7
#> 154 2021 154 Georgia St. SB 16-6 0.86 105.7 115 104.8
#> 155 2021 155 East Carolina Amer 8-11 0.74 99.3 232 98.6
#> 156 2021 156 Chattanooga SC 18-8 0.71 103.0 161 102.3
#> 157 2021 157 Miami OH MAC 12-11 0.70 106.0 111 105.3
#> 158 2021 158 Drexel CAA 12-8 0.67 106.5 104 105.8
#> 159 2021 159 South Dakota Sum 14-11 0.64 107.3 97 106.6
#> 160 2021 160 UTSA CUSA 15-11 0.57 106.5 105 105.9
#> 161 2021 161 Detroit Horz 12-10 0.51 109.3 65 108.8
#> 162 2021 162 Jacksonville St. OVC 18-9 0.44 104.9 125 104.5
#> 163 2021 163 Northern Iowa MVC 10-15 0.34 103.3 155 103.0
#> 164 2021 164 Wyoming MWC 14-11 0.17 109.1 68 109.0
#> 165 2021 165 Princeton Ivy 0-0 0.03 104.0 138 103.9
#> 166 2021 166 Navy Pat 15-3 0.02 103.7 145 103.7
#> 167 2021 167 Bellarmine ASun 14-8 -0.02 108.3 78 108.3
#> 168 2021 168 Northeastern CAA 10-9 -0.10 98.5 242 98.6
#> 169 2021 169 Cleveland St. Horz 19-8 -0.13 100.6 206 100.7
#> 170 2021 170 South Florida Amer 9-13 -0.14 100.8 200 101.0
#> 171 2021 171 Iowa St. B12 2-22 -0.14 100.3 213 100.4
#> 172 2021 172 UMBC AE 14-6 -0.15 100.6 203 100.8
#> 173 2021 173 Murray St. OVC 13-13 -0.17 103.3 158 103.5
#> 174 2021 174 Eastern Kentucky OVC 22-7 -0.56 101.0 197 101.5
#> 175 2021 175 Wake Forest ACC 6-16 -0.64 101.3 191 101.9
#> 176 2021 176 UNLV MWC 12-15 -0.66 103.7 143 104.4
#> 177 2021 177 James Madison CAA 13-7 -0.69 103.5 151 104.2
#> 178 2021 178 Iona MAAC 12-6 -0.78 100.2 217 101.0
#> 179 2021 179 Coastal Carolina SB 18-8 -0.86 99.3 231 100.2
#> 180 2021 180 Sam Houston St. Slnd 19-9 -1.06 101.3 193 102.3
#> 181 2021 181 Florida Atlantic CUSA 13-10 -1.14 101.9 174 103.1
#> 182 2021 182 Gardner Webb BSth 11-15 -1.18 104.5 130 105.6
#> 183 2021 183 Texas St. SB 18-7 -1.23 99.6 228 100.8
#> 184 2021 184 Harvard Ivy 0-0 -1.31 101.9 177 103.2
#> 185 2021 185 Bryant NEC 15-7 -1.50 103.2 160 104.7
#> 186 2021 186 Siena MAAC 12-5 -2.05 99.8 224 101.8
#> 187 2021 187 Hawaii BW 11-10 -2.20 101.7 185 103.9
#> 188 2021 188 Rice CUSA 15-13 -2.31 103.9 141 106.2
#> 189 2021 189 Montana BSky 15-13 -2.35 98.8 239 101.2
#> 190 2021 190 Hofstra CAA 13-10 -2.55 105.9 112 108.4
#> 191 2021 191 Fresno St. MWC 12-12 -2.64 99.6 227 102.2
#> 192 2021 192 Southern Illinois MVC 12-14 -2.89 100.0 219 102.8
#> 193 2021 193 Valparaiso MVC 10-18 -2.94 96.6 275 99.5
#> 194 2021 194 Hartford AE 15-9 -2.98 97.0 271 100.0
#> 195 2021 195 San Diego WCC 3-11 -3.22 97.4 259 100.7
#> 196 2021 196 Nicholls St. Slnd 18-7 -3.35 100.4 209 103.7
#> 197 2021 197 Army Pat 12-10 -3.47 98.1 250 101.6
#> 198 2021 198 Illinois St. MVC 7-18 -3.62 98.7 240 102.3
#> 199 2021 199 Utah Valley WAC 11-11 -3.75 100.5 207 104.3
#> 200 2021 200 La Salle A10 9-16 -3.83 101.8 181 105.6
#> 201 2021 201 Louisiana SB 17-9 -3.89 100.3 211 104.2
#> 202 2021 202 Saint Joseph's A10 5-15 -3.98 101.2 194 105.1
#> 203 2021 203 UMKC Sum 11-13 -3.99 96.2 278 100.2
#> 204 2021 204 Evansville MVC 9-16 -4.12 105.8 114 109.9
#> 205 2021 205 Elon CAA 10-9 -4.14 96.7 274 100.9
#> 206 2021 206 Northern Kentucky Horz 14-11 -4.17 103.8 142 108.0
#> 207 2021 207 Montana St. BSky 13-10 -4.19 99.4 230 103.6
#> 208 2021 208 Texas Southern SWAC 17-9 -4.37 99.8 221 104.2
#> 209 2021 209 UC Davis BW 10-8 -4.37 98.0 253 102.3
#> 210 2021 210 Norfolk St. MEAC 17-8 -4.47 99.1 234 103.6
#> 211 2021 211 Campbell BSth 17-10 -4.64 102.9 162 107.6
#> 212 2021 212 Appalachian St. SB 17-12 -4.71 98.4 245 103.1
#> 213 2021 213 Seattle WAC 12-11 -4.96 98.6 241 103.5
#> 214 2021 214 Loyola MD Pat 6-11 -5.02 96.8 272 101.8
#> 215 2021 215 Austin Peay OVC 14-13 -5.04 104.0 137 109.0
#> 216 2021 216 Milwaukee Horz 10-12 -5.05 101.8 180 106.9
#> 217 2021 217 South Alabama SB 17-11 -5.08 103.3 157 108.4
#> 218 2021 218 The Citadel SC 13-12 -5.13 104.0 136 109.1
#> 219 2021 219 Penn Ivy 0-0 -5.13 100.2 216 105.3
#> 220 2021 220 Cornell Ivy 0-0 -5.20 101.3 190 106.5
#> 221 2021 221 Oakland Horz 12-18 -5.28 103.9 140 109.2
#> 222 2021 222 Saint Peter's MAAC 14-11 -5.37 90.4 339 95.8
#> 223 2021 223 Morgan St. MEAC 14-8 -5.71 100.0 218 105.7
#> 224 2021 224 Wagner NEC 13-7 -5.72 100.8 201 106.5
#> 225 2021 225 Delaware CAA 7-8 -6.08 97.0 269 103.1
#> 226 2021 226 Monmouth MAAC 12-8 -6.09 99.0 237 105.1
#> 227 2021 227 George Washington A10 5-12 -6.17 101.6 187 107.8
#> 228 2021 228 Northern Colorado BSky 11-11 -6.19 99.0 238 105.1
#> 229 2021 229 Cal Baptist WAC 13-10 -6.23 104.3 131 110.6
#> 230 2021 230 UMass Lowell AE 11-12 -6.29 99.8 223 106.1
#> 231 2021 231 UC San Diego BW 7-10 -6.29 101.7 182 108.0
#> 232 2021 232 Charleston CAA 9-10 -6.35 102.2 170 108.6
#> 233 2021 233 Stetson ASun 12-15 -6.46 100.3 212 106.8
#> 234 2021 234 Charlotte CUSA 9-16 -6.49 97.3 261 103.8
#> 235 2021 235 Prairie View A&M SWAC 16-5 -6.51 94.6 299 101.2
#> 236 2021 236 Stony Brook AE 9-14 -6.61 94.7 295 101.3
#> 237 2021 237 Mount St. Mary's NEC 12-11 -6.62 94.5 301 101.1
#> 238 2021 238 Lipscomb ASun 15-12 -6.74 100.9 198 107.7
#> 239 2021 239 Little Rock SB 11-15 -6.86 98.4 243 105.3
#> 240 2021 240 Albany AE 7-9 -6.91 97.3 263 104.2
#> 241 2021 241 Western Carolina SC 11-16 -7.07 99.9 220 106.9
#> 242 2021 242 Long Beach St. BW 6-12 -7.12 97.6 256 104.7
#> 243 2021 243 Radford BSth 15-12 -7.12 97.7 255 104.8
#> 244 2021 244 UNC Asheville BSth 10-10 -7.13 100.6 204 107.8
#> 245 2021 245 Portland St. BSky 9-13 -7.17 93.1 314 100.3
#> 246 2021 246 Youngstown St. Horz 15-12 -7.31 102.2 171 109.5
#> 247 2021 247 Longwood BSth 12-17 -7.33 98.0 251 105.4
#> 248 2021 248 UNC Wilmington CAA 7-10 -7.42 102.1 173 109.5
#> 249 2021 249 Brown Ivy 0-0 -7.70 95.2 288 102.9
#> 250 2021 250 Niagara MAAC 9-11 -7.71 99.8 222 107.5
#> 251 2021 251 Canisius MAAC 7-6 -7.82 99.1 235 107.0
#> 252 2021 252 Arkansas St. SB 11-13 -7.84 99.2 233 107.0
#> 253 2021 253 UT Arlington SB 13-13 -7.87 98.2 246 106.1
#> 254 2021 254 Sacramento St. BSky 8-12 -7.93 102.4 168 110.3
#> 255 2021 255 Cal St. Fullerton BW 6-10 -8.09 101.6 188 109.6
#> 256 2021 256 Southern Miss CUSA 8-17 -8.19 92.9 317 101.1
#> 257 2021 257 Green Bay Horz 8-17 -8.28 102.3 169 110.6
#> 258 2021 258 Idaho St. BSky 13-11 -8.54 93.7 306 102.2
#> 259 2021 259 Cal St. Northridge BW 9-13 -8.79 101.7 186 110.4
#> 260 2021 260 Boston University Pat 7-11 -8.93 100.3 210 109.3
#> 261 2021 261 Tarleton St. WAC 10-10 -8.95 97.0 270 105.9
#> 262 2021 262 Lafayette Pat 9-6 -9.08 102.9 163 112.0
#> 263 2021 263 IUPUI Horz 8-10 -9.37 96.2 279 105.5
#> 264 2021 264 Samford SC 6-13 -9.49 96.5 276 106.0
#> 265 2021 265 Jackson St. SWAC 12-6 -9.62 88.1 349 97.7
#> 266 2021 266 Marist MAAC 12-9 -9.69 91.6 328 101.3
#> 267 2021 267 American Pat 4-6 -9.74 96.5 277 106.2
#> 268 2021 268 New Hampshire AE 10-9 -9.83 96.0 282 105.8
#> 269 2021 269 Southeast Missouri St. OVC 11-16 -10.05 95.5 287 105.5
#> 270 2021 270 Georgia Southern SB 13-13 -10.11 94.1 305 104.2
#> 271 2021 271 LIU NEC 9-9 -10.34 93.4 310 103.7
#> 272 2021 272 North Dakota Sum 9-17 -10.39 97.7 254 108.1
#> 273 2021 273 North Alabama ASun 13-11 -10.48 94.7 297 105.2
#> 274 2021 274 Western Michigan MAC 5-16 -10.48 94.7 294 105.2
#> 275 2021 275 Dartmouth Ivy 0-0 -10.70 94.8 292 105.5
#> 276 2021 276 Bucknell Pat 5-7 -10.71 97.3 262 108.0
#> 277 2021 277 Florida A&M MEAC 8-12 -10.72 90.2 341 100.9
#> 278 2021 278 New Orleans Slnd 10-15 -10.73 97.3 260 108.1
#> 279 2021 279 Florida Gulf Coast ASun 10-8 -10.92 93.5 309 104.4
#> 280 2021 280 Purdue Fort Wayne Horz 8-15 -10.97 100.3 214 111.2
#> 281 2021 281 Central Michigan MAC 7-16 -11.04 100.2 215 111.3
#> 282 2021 282 UT Rio Grande Valley WAC 9-10 -11.05 91.8 325 102.8
#> 283 2021 283 North Carolina A&T MEAC 11-10 -11.09 95.6 284 106.7
#> 284 2021 284 High Point BSth 9-15 -11.20 96.1 280 107.3
#> 285 2021 285 Quinnipiac MAAC 9-13 -11.21 89.6 345 100.8
#> 286 2021 286 Columbia Ivy 0-0 -11.25 94.7 298 105.9
#> 287 2021 287 Merrimack NEC 9-9 -11.37 90.7 336 102.1
#> 288 2021 288 Illinois Chicago Horz 9-13 -11.42 93.1 315 104.5
#> 289 2021 289 Eastern Michigan MAC 6-12 -11.42 97.1 268 108.5
#> 290 2021 290 Western Illinois Sum 7-15 -11.43 98.0 252 109.4
#> 291 2021 291 Coppin St. MEAC 9-13 -11.69 91.0 334 102.6
#> 292 2021 292 FIU CUSA 9-17 -11.81 97.3 264 109.1
#> 293 2021 293 Jacksonville ASun 11-13 -11.85 93.7 307 105.5
#> 294 2021 294 New Mexico MWC 6-16 -11.86 91.6 327 103.5
#> 295 2021 295 NJIT AE 7-12 -12.08 94.2 303 106.2
#> 296 2021 296 Louisiana Monroe SB 7-19 -12.16 93.2 313 105.4
#> 297 2021 297 North Florida ASun 8-15 -12.34 101.9 176 114.2
#> 298 2021 298 Towson CAA 4-14 -12.35 99.0 236 111.4
#> 299 2021 299 Fairleigh Dickinson NEC 9-15 -12.39 100.7 202 113.1
#> 300 2021 300 Nebraska Omaha Sum 5-20 -12.44 94.6 300 107.0
#> 301 2021 301 St. Francis NY NEC 9-10 -12.46 100.9 199 113.4
#> 302 2021 302 William & Mary CAA 7-10 -12.46 94.8 291 107.3
#> 303 2021 303 Robert Morris Horz 4-15 -12.51 98.1 249 110.6
#> 304 2021 304 Holy Cross Pat 5-11 -12.55 97.2 265 109.8
#> 305 2021 305 Troy SB 11-17 -12.62 92.4 322 105.0
#> 306 2021 306 Middle Tennessee CUSA 5-18 -12.66 91.2 332 103.9
#> 307 2021 307 Lamar Slnd 10-18 -12.82 93.1 316 105.9
#> 308 2021 308 Southern SWAC 8-11 -12.84 91.5 329 104.3
#> 309 2021 309 Fairfield MAAC 10-17 -12.92 94.9 290 107.8
#> 310 2021 310 Fordham A10 2-12 -12.93 86.3 352 99.3
#> 311 2021 311 Eastern Illinois OVC 9-18 -13.22 95.5 286 108.7
#> 312 2021 312 St. Francis PA NEC 6-16 -13.27 94.7 296 108.0
#> 313 2021 313 Tennessee Tech OVC 5-22 -13.90 96.0 281 109.9
#> 314 2021 314 Howard MEAC 1-4 -13.94 98.2 247 112.2
#> 315 2021 315 Manhattan MAAC 7-13 -14.18 89.5 346 103.7
#> 316 2021 316 Rider MAAC 6-17 -14.19 99.5 229 113.7
#> 317 2021 317 Northwestern St. Slnd 11-18 -14.21 96.7 273 110.9
#> 318 2021 318 Grambling St. SWAC 12-12 -14.24 92.1 324 106.3
#> 319 2021 319 Northern Arizona BSky 6-16 -14.31 98.4 244 112.7
#> 320 2021 320 Tennessee St. OVC 4-19 -14.65 90.2 340 104.9
#> 321 2021 321 Portland WCC 6-15 -14.72 97.1 267 111.8
#> 322 2021 322 USC Upstate BSth 5-18 -14.75 94.8 293 109.5
#> 323 2021 323 SIU Edwardsville OVC 9-17 -14.80 92.6 319 107.4
#> 324 2021 324 Sacred Heart NEC 9-9 -15.26 98.2 248 113.5
#> 325 2021 325 Binghamton AE 4-14 -15.31 97.2 266 112.5
#> 326 2021 326 Presbyterian BSth 7-15 -15.46 90.6 337 106.1
#> 327 2021 327 Hampton BSth 11-14 -15.71 94.9 289 110.6
#> 328 2021 328 Dixie St. WAC 8-13 -15.71 91.3 330 107.0
#> 329 2021 329 Cal Poly BW 4-20 -15.85 90.1 343 105.9
#> 330 2021 330 North Carolina Central MEAC 5-9 -16.21 93.3 311 109.5
#> 331 2021 331 Central Arkansas Slnd 5-19 -16.26 97.6 258 113.8
#> 332 2021 332 Air Force MWC 5-20 -16.51 94.4 302 110.9
#> 333 2021 333 San Jose St. MWC 5-16 -16.79 95.5 285 112.3
#> 334 2021 334 Lehigh Pat 4-11 -17.39 91.6 326 109.0
#> 335 2021 335 Kennesaw St. ASun 5-19 -17.57 87.8 350 105.4
#> 336 2021 336 Southeastern Louisiana Slnd 8-18 -17.92 92.9 318 110.8
#> 337 2021 337 Northern Illinois MAC 3-16 -17.94 93.3 312 111.2
#> 338 2021 338 Denver Sum 2-19 -18.40 94.2 304 112.6
#> 339 2021 339 Charleston Southern BSth 3-18 -18.49 89.8 344 108.3
#> 340 2021 340 McNeese St. Slnd 10-14 -18.77 95.7 283 114.5
#> 341 2021 341 Houston Baptist Slnd 6-19 -18.90 92.5 321 111.4
#> 342 2021 342 Alcorn St. SWAC 6-13 -19.09 91.1 333 110.2
#> 343 2021 343 Incarnate Word Slnd 8-14 -19.09 93.6 308 112.7
#> 344 2021 344 Texas A&M Corpus Chris Slnd 5-19 -19.44 89.4 347 108.8
#> 345 2021 345 Central Connecticut NEC 5-16 -19.46 92.5 320 112.0
#> 346 2021 346 Maine AE 2-7 -20.00 85.9 353 105.9
#> 347 2021 347 Tennessee Martin OVC 8-16 -21.00 92.3 323 113.3
#> 348 2021 348 Alabama A&M SWAC 6-9 -21.04 84.8 354 105.8
#> 349 2021 349 Bethune Cookman MEAC 0-0 -22.53 90.1 342 112.7
#> 350 2021 350 Idaho BSky 1-21 -23.01 90.6 338 113.6
#> 351 2021 351 Arkansas Pine Bluff SWAC 4-21 -23.47 91.2 331 114.7
#> 352 2021 352 Delaware St. MEAC 3-16 -24.53 90.9 335 115.4
#> 353 2021 353 South Carolina St. MEAC 1-17 -25.23 87.2 351 112.4
#> 354 2021 354 Alabama St. SWAC 4-14 -25.94 84.4 355 110.3
#> 355 2021 355 Maryland Eastern Shore MEAC 0-0 -27.60 83.9 356 111.5
#> 356 2021 356 Chicago St. WAC 0-9 -29.85 88.3 348 118.1
#> 357 2021 357 Mississippi Valley St. SWAC 2-22 -41.29 79.4 357 120.7
#> 358 2020 1 Kansas B12 28-3 30.23 115.8 8 85.5
#> 359 2020 2 Gonzaga WCC 31-2 26.95 121.3 1 94.4
#> 360 2020 3 Baylor B12 26-4 25.49 113.5 17 88.1
#> 361 2020 4 Dayton A10 29-2 24.93 119.1 2 94.1
#> 362 2020 5 Duke ACC 25-6 24.62 115.7 9 91.1
#> 363 2020 6 San Diego St. MWC 30-2 24.48 115.1 11 90.6
#> 364 2020 7 Michigan St. B10 22-9 24.03 115.2 10 91.2
#> 365 2020 8 Ohio St. B10 21-10 22.23 114.3 13 92.0
#> 366 2020 9 Louisville ACC 24-7 21.36 114.5 12 93.1
#> 367 2020 10 West Virginia B12 21-10 21.26 108.3 67 87.1
#> 368 2020 11 Maryland B10 24-7 21.12 113.5 18 92.4
#> 369 2020 12 Creighton BE 24-7 20.93 118.2 3 97.3
#> 370 2020 13 BYU WCC 24-8 20.68 116.3 7 95.6
#> 371 2020 14 Houston Amer 23-8 20.39 112.7 22 92.3
#> 372 2020 15 Florida St. ACC 26-5 20.22 111.7 32 91.5
#> 373 2020 16 Michigan B10 19-12 20.12 113.2 20 93.0
#> 374 2020 17 Oregon P12 24-7 20.00 117.1 6 97.1
#> 375 2020 18 Villanova BE 24-7 19.98 113.9 15 94.0
#> 376 2020 19 Arizona P12 21-11 19.60 111.0 35 91.4
#> 377 2020 20 Seton Hall BE 21-9 19.54 112.3 29 92.7
#> 378 2020 21 Texas Tech B12 18-13 19.28 109.8 47 90.5
#> 379 2020 22 Wisconsin B10 21-10 18.95 110.8 40 91.9
#> 380 2020 23 Iowa B10 20-11 18.65 117.3 5 98.6
#> 381 2020 24 Purdue B10 16-15 18.57 109.3 50 90.8
#> 382 2020 25 Butler BE 22-9 18.39 112.6 25 94.2
#> 383 2020 26 Penn St. B10 21-10 17.91 110.3 43 92.4
#> 384 2020 27 Minnesota B10 15-16 17.83 112.1 30 94.2
#> 385 2020 28 Rutgers B10 20-11 17.72 107.9 72 90.2
#> 386 2020 29 Kentucky SEC 25-6 17.60 112.7 24 95.1
#> 387 2020 30 Illinois B10 21-10 17.23 110.9 38 93.7
#> 388 2020 31 Marquette BE 18-12 17.19 114.0 14 96.9
#> 389 2020 32 Florida SEC 19-12 16.79 112.5 27 95.7
#> 390 2020 33 Auburn SEC 25-6 15.91 111.4 33 95.5
#> 391 2020 34 Indiana B10 20-12 15.73 108.5 65 92.7
#> 392 2020 35 Colorado P12 21-11 15.71 109.1 54 93.4
#> 393 2020 36 Oklahoma B12 19-12 15.70 108.8 58 93.1
#> 394 2020 37 LSU SEC 21-10 15.62 118.1 4 102.4
#> 395 2020 38 Saint Mary's WCC 26-8 15.19 113.7 16 98.5
#> 396 2020 39 Wichita St. Amer 23-8 15.19 105.6 117 90.4
#> 397 2020 40 Providence BE 19-12 15.00 107.8 75 92.8
#> 398 2020 41 Utah St. MWC 26-8 14.92 109.5 49 94.6
#> 399 2020 42 Virginia ACC 23-7 14.22 99.3 234 85.1
#> 400 2020 43 Stanford P12 20-12 14.11 104.4 143 90.3
#> 401 2020 44 Cincinnati Amer 20-10 14.02 108.8 59 94.7
#> 402 2020 45 Xavier BE 19-13 13.90 106.1 103 92.2
#> 403 2020 46 Richmond A10 24-7 13.87 109.2 53 95.3
#> 404 2020 47 Arkansas SEC 20-12 13.59 109.1 55 95.5
#> 405 2020 48 Mississippi St. SEC 20-11 13.57 113.4 19 99.8
#> 406 2020 49 Northern Iowa MVC 25-6 13.43 112.7 23 99.3
#> 407 2020 50 N.C. State ACC 20-12 13.39 110.7 42 97.3
#> 408 2020 51 Syracuse ACC 18-14 13.28 112.8 21 99.6
#> 409 2020 52 Connecticut Amer 19-12 12.97 108.6 64 95.6
#> 410 2020 53 Oklahoma St. B12 18-14 12.73 107.2 84 94.5
#> 411 2020 54 Washington P12 15-17 12.67 105.8 112 93.1
#> 412 2020 55 USC P12 22-9 12.35 104.3 145 92.0
#> 413 2020 56 East Tennessee St. SC 30-4 12.23 108.2 69 96.0
#> 414 2020 57 Notre Dame ACC 20-12 12.09 110.7 41 98.6
#> 415 2020 58 Yale Ivy 23-7 11.57 107.9 73 96.4
#> 416 2020 59 Memphis Amer 21-10 11.53 100.6 210 89.1
#> 417 2020 60 Alabama SEC 16-15 11.50 111.0 37 99.5
#> 418 2020 61 Texas B12 19-12 11.46 104.1 153 92.6
#> 419 2020 62 Saint Louis A10 23-8 11.41 105.8 111 94.4
#> 420 2020 63 Arizona St. P12 20-11 11.30 106.0 108 94.7
#> 421 2020 64 Georgia Tech ACC 17-14 11.26 103.1 171 91.8
#> 422 2020 65 Rhode Island A10 21-9 11.06 105.2 126 94.2
#> 423 2020 66 St. John's BE 17-15 10.92 106.1 104 95.2
#> 424 2020 67 Georgetown BE 15-17 10.82 111.0 36 100.2
#> 425 2020 68 Tennessee SEC 17-14 10.80 106.6 96 95.8
#> 426 2020 69 South Carolina SEC 18-13 10.66 105.4 122 94.7
#> 427 2020 70 Davidson A10 16-14 10.62 112.5 26 101.9
#> 428 2020 71 Louisiana Tech CUSA 22-8 10.47 108.7 60 98.2
#> 429 2020 72 Clemson ACC 16-15 10.42 103.9 155 93.5
#> 430 2020 73 VCU A10 18-13 10.29 104.7 138 94.4
#> 431 2020 74 San Francisco WCC 22-12 10.13 108.3 68 98.2
#> 432 2020 75 Northern Colorado BSky 22-9 10.12 110.2 45 100.1
#> 433 2020 76 Vermont AE 26-7 10.10 106.5 98 96.4
#> 434 2020 77 North Texas CUSA 20-11 9.97 111.2 34 101.2
#> 435 2020 78 UCLA P12 19-12 9.92 109.3 51 99.4
#> 436 2020 79 Liberty ASun 30-4 9.68 106.1 107 96.4
#> 437 2020 80 Tulsa Amer 21-10 9.65 103.2 168 93.6
#> 438 2020 81 Furman SC 25-7 9.59 107.7 78 98.1
#> 439 2020 82 Akron MAC 24-7 9.54 108.5 66 98.9
#> 440 2020 83 Boise St. MWC 20-12 9.40 107.0 88 97.6
#> 441 2020 84 North Carolina ACC 14-19 9.36 107.7 77 98.4
#> 442 2020 85 Nevada MWC 19-12 9.32 110.3 44 101.0
#> 443 2020 86 TCU B12 16-16 9.31 105.5 119 96.1
#> 444 2020 87 Oregon St. P12 18-13 8.93 110.9 39 102.0
#> 445 2020 88 SMU Amer 19-11 8.62 112.4 28 103.8
#> 446 2020 89 Iowa St. B12 12-20 8.35 109.6 48 101.2
#> 447 2020 90 Kansas St. B12 11-21 8.25 102.5 177 94.2
#> 448 2020 91 New Mexico St. WAC 25-6 8.14 107.6 80 99.4
#> 449 2020 92 UNC Greensboro SC 23-9 8.12 103.7 160 95.5
#> 450 2020 93 Texas St. SB 21-11 7.91 106.3 101 98.3
#> 451 2020 94 DePaul BE 16-16 7.90 103.4 165 95.5
#> 452 2020 95 Duquesne A10 21-9 7.58 106.6 94 99.0
#> 453 2020 96 Georgia SEC 16-16 7.44 108.2 71 100.8
#> 454 2020 97 Missouri SEC 15-16 7.44 104.1 150 96.7
#> 455 2020 98 UNLV MWC 17-15 7.28 107.9 74 100.6
#> 456 2020 99 Colorado St. MWC 20-12 7.15 109.3 52 102.1
#> 457 2020 100 Stephen F. Austin Slnd 28-3 7.00 104.1 152 97.1
#> 458 2020 101 Loyola Chicago MVC 21-11 6.87 103.7 159 96.8
#> 459 2020 102 Mississippi SEC 15-17 6.72 103.7 158 97.0
#> 460 2020 103 Wake Forest ACC 13-18 6.70 108.7 61 102.0
#> 461 2020 104 Miami FL ACC 15-16 6.39 107.7 79 101.3
#> 462 2020 105 Virginia Tech ACC 16-16 6.33 104.3 147 98.0
#> 463 2020 106 UC Irvine BW 21-11 6.11 105.4 121 99.3
#> 464 2020 107 Bradley MVC 23-11 6.09 106.8 92 100.7
#> 465 2020 108 Hofstra CAA 26-8 6.06 108.7 62 102.6
#> 466 2020 109 Belmont OVC 26-7 6.02 106.5 97 100.5
#> 467 2020 110 Harvard Ivy 21-8 5.69 104.7 137 99.0
#> 468 2020 111 Pittsburgh ACC 16-17 5.65 104.0 154 98.3
#> 469 2020 112 North Dakota St. Sum 25-8 5.56 106.8 91 101.2
#> 470 2020 113 Western Kentucky CUSA 20-10 5.56 108.9 56 103.3
#> 471 2020 114 Utah P12 16-15 5.56 106.3 100 100.8
#> 472 2020 115 Temple Amer 14-17 5.49 100.1 217 94.6
#> 473 2020 116 Ball St. MAC 18-13 5.25 99.2 235 94.0
#> 474 2020 117 UCF Amer 16-14 4.88 103.5 162 98.6
#> 475 2020 118 Colgate Pat 25-9 4.73 107.2 86 102.5
#> 476 2020 119 South Dakota St. Sum 22-10 4.72 110.0 46 105.3
#> 477 2020 120 Pacific WCC 23-10 4.70 103.8 156 99.1
#> 478 2020 121 Missouri St. MVC 16-17 4.69 104.8 133 100.2
#> 479 2020 122 Indiana St. MVC 18-12 4.59 105.8 113 101.2
#> 480 2020 123 St. Bonaventure A10 19-12 4.37 106.6 95 102.2
#> 481 2020 124 Eastern Washington BSky 23-8 4.32 105.4 120 101.1
#> 482 2020 125 South Florida Amer 14-17 4.29 100.2 214 95.9
#> 483 2020 126 Georgia St. SB 19-13 4.29 105.6 115 101.4
#> 484 2020 127 Washington St. P12 16-16 4.22 102.2 182 98.0
#> 485 2020 128 Kent St. MAC 20-12 4.06 106.1 105 102.1
#> 486 2020 129 Little Rock SB 21-10 3.93 106.4 99 102.5
#> 487 2020 130 UT Arlington SB 14-18 3.87 102.3 180 98.4
#> 488 2020 131 Texas A&M SEC 16-14 3.77 101.0 203 97.2
#> 489 2020 132 Northwestern B10 8-23 3.61 104.9 131 101.3
#> 490 2020 133 Wright St. Horz 25-7 3.47 104.9 132 101.4
#> 491 2020 134 Georgia Southern SB 20-13 3.39 102.2 184 98.8
#> 492 2020 135 Oral Roberts Sum 17-14 3.34 108.2 70 104.9
#> 493 2020 136 Murray St. OVC 23-9 3.15 102.4 178 99.3
#> 494 2020 137 Montana BSky 18-13 3.08 103.2 169 100.1
#> 495 2020 138 New Mexico MWC 19-14 2.88 105.3 125 102.4
#> 496 2020 139 Pepperdine WCC 16-16 2.87 107.2 85 104.4
#> 497 2020 140 Winthrop BSth 24-10 2.65 104.7 136 102.1
#> 498 2020 141 Penn Ivy 16-11 2.63 103.4 163 100.8
#> 499 2020 142 Northeastern CAA 17-16 2.19 105.4 123 103.2
#> 500 2020 143 Marshall CUSA 17-15 2.11 101.2 199 99.1
#> 501 2020 144 Northern Kentucky Horz 23-9 2.11 102.0 191 99.8
#> 502 2020 145 Siena MAAC 20-10 2.06 107.2 87 105.1
#> 503 2020 146 Valparaiso MVC 19-16 2.06 104.5 141 102.5
#> 504 2020 147 Chattanooga SC 20-13 1.87 106.6 93 104.8
#> 505 2020 148 Buffalo MAC 20-12 1.84 104.1 151 102.3
#> 506 2020 149 FIU CUSA 19-13 1.58 103.7 157 102.1
#> 507 2020 150 Princeton Ivy 14-13 1.50 107.0 89 105.5
#> 508 2020 151 Santa Clara WCC 20-13 1.22 102.6 176 101.3
#> 509 2020 152 Toledo MAC 17-15 1.14 106.3 102 105.1
#> 510 2020 153 California P12 14-18 1.10 101.5 195 100.4
#> 511 2020 154 Wofford SC 19-16 1.08 104.5 142 103.4
#> 512 2020 155 South Alabama SB 20-11 1.05 104.9 130 103.9
#> 513 2020 156 Western Carolina SC 19-12 1.04 107.3 83 106.3
#> 514 2020 157 Fresno St. MWC 11-19 1.03 105.1 127 104.1
#> 515 2020 158 Towson CAA 19-13 0.87 105.7 114 104.8
#> 516 2020 159 Boston University Pat 21-13 0.78 103.3 166 102.6
#> 517 2020 160 UC Santa Barbara BW 21-10 0.76 106.1 106 105.3
#> 518 2020 161 Southern Utah BSky 17-15 0.70 98.8 240 98.1
#> 519 2020 162 Nebraska B10 7-25 0.64 102.0 190 101.3
#> 520 2020 163 Drake MVC 20-14 0.62 102.0 189 101.3
#> 521 2020 164 Charlotte CUSA 16-13 0.45 98.5 247 98.0
#> 522 2020 165 Massachusetts A10 14-17 0.43 102.9 174 102.5
#> 523 2020 166 North Florida ASun 21-12 0.37 112.0 31 111.6
#> 524 2020 167 Ohio MAC 17-15 0.36 103.6 161 103.3
#> 525 2020 168 Bowling Green MAC 21-10 0.33 104.3 146 104.0
#> 526 2020 169 Vanderbilt SEC 11-21 0.14 104.7 139 104.5
#> 527 2020 170 Charleston CAA 17-14 0.08 105.0 129 104.9
#> 528 2020 171 Old Dominion CUSA 13-19 -0.02 98.3 249 98.3
#> 529 2020 172 Austin Peay OVC 21-12 -0.02 106.9 90 107.0
#> 530 2020 173 Portland St. BSky 18-14 -0.03 108.8 57 108.8
#> 531 2020 174 George Mason A10 17-15 -0.04 101.3 197 101.3
#> 532 2020 175 Appalachian St. SB 18-15 -0.27 99.9 220 100.2
#> 533 2020 176 St. Francis PA NEC 22-10 -0.32 107.6 81 107.9
#> 534 2020 177 South Dakota Sum 20-12 -0.36 108.6 63 108.9
#> 535 2020 178 Southern Illinois MVC 16-16 -0.41 98.2 252 98.6
#> 536 2020 179 Boston College ACC 13-19 -0.68 99.6 228 100.3
#> 537 2020 180 Delaware CAA 22-11 -0.78 105.6 116 106.4
#> 538 2020 181 La Salle A10 15-15 -0.81 99.6 226 100.4
#> 539 2020 182 Northern Illinois MAC 18-13 -1.03 99.8 222 100.8
#> 540 2020 183 Sacramento St. BSky 16-14 -1.10 97.1 268 98.2
#> 541 2020 184 Abilene Christian Slnd 20-11 -1.14 99.1 239 100.2
#> 542 2020 185 Tulane Amer 12-18 -1.15 101.9 192 103.1
#> 543 2020 186 Radford BSth 21-11 -1.17 105.6 118 106.8
#> 544 2020 187 Rider MAAC 18-12 -1.19 100.9 204 102.1
#> 545 2020 188 UTEP CUSA 17-15 -1.28 96.9 273 98.2
#> 546 2020 189 UAB CUSA 19-13 -1.32 100.8 205 102.1
#> 547 2020 190 Coastal Carolina SB 16-17 -1.33 104.8 134 106.2
#> 548 2020 191 Florida Atlantic CUSA 17-15 -1.66 99.7 225 101.3
#> 549 2020 192 Stony Brook AE 20-13 -1.74 97.7 260 99.4
#> 550 2020 193 Nicholls St. Slnd 21-10 -1.82 99.7 223 101.5
#> 551 2020 194 Saint Peter's MAAC 18-12 -1.98 95.4 300 97.3
#> 552 2020 195 William & Mary CAA 21-11 -2.17 103.3 167 105.5
#> 553 2020 196 Eastern Michigan MAC 16-16 -2.34 94.2 318 96.6
#> 554 2020 197 Air Force MWC 12-20 -2.49 107.8 76 110.3
#> 555 2020 198 Mercer SC 17-15 -2.61 100.1 216 102.7
#> 556 2020 199 Rice CUSA 15-17 -2.62 105.8 110 108.4
#> 557 2020 200 Sacred Heart NEC 20-13 -2.64 102.2 185 104.8
#> 558 2020 201 Monmouth MAAC 18-13 -2.72 99.1 238 101.8
#> 559 2020 202 Cal Baptist WAC 21-10 -2.73 105.3 124 108.1
#> 560 2020 203 American Pat 16-14 -2.88 101.1 202 104.0
#> 561 2020 204 Illinois Chicago Horz 18-17 -3.14 96.4 280 99.5
#> 562 2020 205 Dartmouth Ivy 12-17 -3.18 96.7 276 99.9
#> 563 2020 206 Arkansas St. SB 16-16 -3.29 104.2 148 107.5
#> 564 2020 207 Robert Morris NEC 20-14 -3.29 100.5 212 103.8
#> 565 2020 208 Hawaii BW 17-13 -3.34 97.6 261 101.0
#> 566 2020 209 Loyola Marymount WCC 11-21 -3.42 100.6 209 104.0
#> 567 2020 210 UTSA CUSA 13-19 -3.84 104.2 149 108.0
#> 568 2020 211 UC Riverside BW 17-15 -3.97 95.8 294 99.8
#> 569 2020 212 Sam Houston St. Slnd 18-13 -4.13 99.5 229 103.7
#> 570 2020 213 Prairie View A&M SWAC 19-13 -4.16 96.3 282 100.5
#> 571 2020 214 Seattle WAC 14-15 -4.34 101.2 200 105.5
#> 572 2020 215 Northern Arizona BSky 16-14 -4.35 102.3 179 106.7
#> 573 2020 216 Central Michigan MAC 14-18 -4.40 102.0 187 106.4
#> 574 2020 217 East Carolina Amer 11-20 -4.42 99.6 227 104.0
#> 575 2020 218 Gardner Webb BSth 16-16 -4.48 102.2 181 106.7
#> 576 2020 219 Nebraska Omaha Sum 16-16 -4.50 103.2 170 107.7
#> 577 2020 220 Illinois St. MVC 10-21 -4.55 98.4 248 102.9
#> 578 2020 221 Iona MAAC 12-17 -4.56 101.6 194 106.1
#> 579 2020 222 Montana St. BSky 16-15 -4.60 97.0 270 101.6
#> 580 2020 223 Green Bay Horz 17-16 -4.64 105.8 109 110.5
#> 581 2020 224 Brown Ivy 15-12 -4.69 96.4 278 101.1
#> 582 2020 225 UC Davis BW 14-18 -4.77 104.7 140 109.4
#> 583 2020 226 Louisiana SB 14-19 -4.89 101.3 196 106.2
#> 584 2020 227 Merrimack NEC 20-11 -4.89 93.9 325 98.8
#> 585 2020 228 Lafayette Pat 19-12 -4.91 100.6 211 105.5
#> 586 2020 229 Miami OH MAC 13-19 -4.99 102.0 188 107.0
#> 587 2020 230 San Diego WCC 9-23 -5.38 94.4 315 99.8
#> 588 2020 231 North Dakota Sum 15-18 -5.49 102.2 183 107.7
#> 589 2020 232 Youngstown St. Horz 18-15 -5.59 103.0 173 108.5
#> 590 2020 233 Cal St. Northridge BW 15-17 -5.86 107.4 82 113.3
#> 591 2020 234 Bryant NEC 15-17 -6.03 97.8 257 103.8
#> 592 2020 235 UMKC WAC 16-14 -6.09 97.5 263 103.6
#> 593 2020 236 Lamar Slnd 17-15 -6.16 96.3 283 102.5
#> 594 2020 237 Western Michigan MAC 13-19 -6.35 99.4 232 105.7
#> 595 2020 238 Eastern Illinois OVC 17-15 -6.36 98.2 253 104.5
#> 596 2020 239 Oakland Horz 14-19 -6.47 98.6 246 105.0
#> 597 2020 240 Jacksonville ASun 14-18 -6.52 96.0 290 102.5
#> 598 2020 241 George Washington A10 12-20 -6.54 99.2 236 105.8
#> 599 2020 242 Bucknell Pat 14-20 -6.68 96.2 285 102.9
#> 600 2020 243 Hartford AE 18-15 -6.72 94.4 312 101.1
#> 601 2020 244 Drexel CAA 14-19 -6.76 100.0 219 106.7
#> 602 2020 245 Fordham A10 9-22 -6.79 89.1 347 95.9
#> 603 2020 246 Wyoming MWC 9-24 -6.79 94.1 322 100.9
#> 604 2020 247 Lipscomb ASun 16-16 -6.86 101.2 201 108.0
#> 605 2020 248 New Hampshire AE 15-15 -7.11 95.0 304 102.1
#> 606 2020 249 UT Rio Grande Valley WAC 14-16 -7.32 98.7 244 106.0
#> 607 2020 250 Southern SWAC 17-15 -7.57 97.2 267 104.8
#> 608 2020 251 Quinnipiac MAAC 15-15 -7.65 100.7 207 108.3
#> 609 2020 252 Louisiana Monroe SB 9-20 -7.68 96.1 287 103.7
#> 610 2020 253 Utah Valley WAC 11-19 -7.74 96.5 277 104.2
#> 611 2020 254 Norfolk St. MEAC 16-15 -7.76 94.2 321 101.9
#> 612 2020 255 Navy Pat 14-16 -7.90 98.1 254 106.0
#> 613 2020 256 UMBC AE 16-17 -7.93 97.8 258 105.7
#> 614 2020 257 VMI SC 9-24 -7.96 100.2 215 108.1
#> 615 2020 258 Canisius MAAC 12-20 -7.97 97.7 259 105.7
#> 616 2020 259 Tennessee St. OVC 18-15 -8.15 96.4 279 104.6
#> 617 2020 260 Saint Joseph's A10 6-26 -8.34 101.9 193 110.2
#> 618 2020 261 Purdue Fort Wayne Sum 14-19 -8.43 95.4 299 103.8
#> 619 2020 262 Campbell BSth 15-16 -8.50 96.8 275 105.3
#> 620 2020 263 Cal St. Fullerton BW 11-20 -8.54 95.9 292 104.5
#> 621 2020 264 Army Pat 15-15 -8.63 98.8 242 107.4
#> 622 2020 265 Grand Canyon WAC 13-17 -8.68 103.4 164 112.1
#> 623 2020 266 Cal St. Bakersfield WAC 12-19 -8.70 96.2 286 104.9
#> 624 2020 267 LIU NEC 15-18 -8.71 97.4 265 106.1
#> 625 2020 268 Loyola MD Pat 15-17 -8.75 100.4 213 109.1
#> 626 2020 269 Manhattan MAAC 13-18 -8.76 92.8 331 101.6
#> 627 2020 270 Northwestern St. Slnd 15-15 -8.87 98.3 251 107.1
#> 628 2020 271 Milwaukee Horz 12-19 -8.89 96.0 288 104.9
#> 629 2020 272 North Carolina Central MEAC 18-13 -9.00 94.2 319 103.2
#> 630 2020 273 Weber St. BSky 12-20 -9.09 98.8 241 107.9
#> 631 2020 274 Cornell Ivy 7-20 -9.10 101.2 198 110.3
#> 632 2020 275 UMass Lowell AE 13-19 -9.15 104.4 144 113.6
#> 633 2020 276 McNeese St. Slnd 15-17 -9.32 103.0 172 112.3
#> 634 2020 277 Elon CAA 13-21 -9.35 100.6 208 110.0
#> 635 2020 278 Texas Southern SWAC 16-16 -9.42 99.1 237 108.6
#> 636 2020 279 Southern Miss CUSA 9-22 -9.44 94.4 313 103.8
#> 637 2020 280 Eastern Kentucky OVC 16-17 -9.46 95.4 297 104.9
#> 638 2020 281 Jackson St. SWAC 15-17 -9.55 92.8 333 102.3
#> 639 2020 282 Albany AE 14-18 -9.55 94.3 316 103.9
#> 640 2020 283 Central Arkansas Slnd 10-21 -9.56 98.0 256 107.6
#> 641 2020 284 North Alabama ASun 13-17 -9.57 96.0 289 105.6
#> 642 2020 285 Jacksonville St. OVC 13-19 -9.67 95.8 293 105.5
#> 643 2020 286 Portland WCC 9-23 -9.93 94.4 314 104.3
#> 644 2020 287 North Carolina A&T MEAC 17-15 -10.07 92.3 335 102.4
#> 645 2020 288 Stetson ASun 16-17 -10.22 98.1 255 108.3
#> 646 2020 289 Fairleigh Dickinson NEC 11-19 -10.23 102.1 186 112.4
#> 647 2020 290 San Jose St. MWC 7-24 -10.31 97.5 262 107.8
#> 648 2020 291 Idaho St. BSky 8-22 -10.37 100.8 206 111.1
#> 649 2020 292 Bethune Cookman MEAC 16-14 -10.39 95.4 298 105.8
#> 650 2020 293 Troy SB 9-22 -10.43 96.2 284 106.6
#> 651 2020 294 Evansville MVC 9-23 -10.56 96.9 274 107.4
#> 652 2020 295 Middle Tennessee CUSA 8-23 -10.66 97.5 264 108.2
#> 653 2020 296 NJIT ASun 9-21 -11.07 94.7 307 105.8
#> 654 2020 297 Long Beach St. BW 11-21 -11.08 94.2 320 105.3
#> 655 2020 298 Mount St. Mary's NEC 11-21 -11.10 96.4 281 107.5
#> 656 2020 299 Columbia Ivy 6-24 -11.27 95.2 302 106.5
#> 657 2020 300 Niagara MAAC 12-20 -11.54 100.1 218 111.6
#> 658 2020 301 Fairfield MAAC 12-20 -11.59 90.1 344 101.6
#> 659 2020 302 UNC Asheville BSth 15-16 -11.61 98.7 243 110.3
#> 660 2020 303 Texas A&M Corpus Chris Slnd 14-18 -11.71 94.3 317 106.0
#> 661 2020 304 Lehigh Pat 11-21 -11.72 97.0 269 108.8
#> 662 2020 305 Denver Sum 7-24 -11.75 95.0 303 106.8
#> 663 2020 306 Detroit Horz 8-23 -11.84 99.9 221 111.7
#> 664 2020 307 St. Francis NY NEC 13-18 -11.90 94.6 308 106.5
#> 665 2020 308 Hampton BSth 15-19 -11.95 104.8 135 116.7
#> 666 2020 309 Grambling St. SWAC 17-15 -11.99 93.1 328 105.1
#> 667 2020 310 Florida Gulf Coast ASun 10-22 -12.02 91.2 340 103.3
#> 668 2020 311 James Madison CAA 9-21 -12.11 99.5 230 111.6
#> 669 2020 312 UNC Wilmington CAA 10-22 -12.40 92.1 337 104.5
#> 670 2020 313 Cleveland St. Horz 11-21 -12.83 92.9 329 105.7
#> 671 2020 314 Florida A&M MEAC 12-15 -12.85 94.4 311 107.3
#> 672 2020 315 Cal Poly BW 7-23 -13.25 95.2 301 108.5
#> 673 2020 316 Morehead St. OVC 13-19 -13.52 94.6 309 108.1
#> 674 2020 317 Marist MAAC 7-23 -13.59 90.2 343 103.8
#> 675 2020 318 Charleston Southern BSth 14-18 -13.61 95.4 296 109.1
#> 676 2020 319 Longwood BSth 14-18 -13.82 91.3 339 105.1
#> 677 2020 320 Maine AE 9-22 -13.91 92.9 330 106.8
#> 678 2020 321 Samford SC 10-23 -14.01 98.6 245 112.6
#> 679 2020 322 Morgan St. MEAC 15-16 -14.26 93.2 327 107.5
#> 680 2020 323 Idaho BSky 8-24 -14.29 92.8 332 107.1
#> 681 2020 324 Alcorn St. SWAC 15-15 -14.36 96.9 271 111.3
#> 682 2020 325 USC Upstate BSth 13-20 -15.34 95.5 295 110.8
#> 683 2020 326 New Orleans Slnd 9-21 -15.51 99.3 233 114.8
#> 684 2020 327 Coppin St. MEAC 11-20 -15.66 89.6 346 105.3
#> 685 2020 328 IUPUI Horz 7-25 -16.18 99.4 231 115.6
#> 686 2020 329 Wagner NEC 8-21 -16.64 97.3 266 113.9
#> 687 2020 330 Western Illinois Sum 5-21 -16.68 98.3 250 115.0
#> 688 2020 331 Tennessee Tech OVC 9-22 -16.73 92.5 334 109.3
#> 689 2020 332 Alabama St. SWAC 8-24 -17.19 86.2 350 103.4
#> 690 2020 333 Binghamton AE 10-19 -17.22 99.7 224 116.9
#> 691 2020 334 The Citadel SC 6-24 -17.25 94.9 305 112.2
#> 692 2020 335 Presbyterian BSth 10-22 -17.47 96.9 272 114.4
#> 693 2020 336 Southeastern Louisiana Slnd 8-23 -17.62 92.0 338 109.6
#> 694 2020 337 SIU Edwardsville OVC 8-23 -17.72 92.3 336 110.0
#> 695 2020 338 Tennessee Martin OVC 9-20 -17.82 105.1 128 122.9
#> 696 2020 339 South Carolina St. MEAC 11-18 -18.29 94.9 306 113.2
#> 697 2020 340 Southeast Missouri St. OVC 7-24 -19.00 94.0 324 113.0
#> 698 2020 341 High Point BSth 9-23 -19.07 94.5 310 113.6
#> 699 2020 342 Houston Baptist Slnd 4-25 -19.38 102.9 175 122.3
#> 700 2020 343 Alabama A&M SWAC 8-22 -20.22 87.9 348 108.2
#> 701 2020 344 Holy Cross Pat 3-29 -21.34 95.9 291 117.3
#> 702 2020 345 Incarnate Word Slnd 9-22 -22.46 90.3 341 112.8
#> 703 2020 346 Delaware St. MEAC 6-26 -23.11 94.1 323 117.2
#> 704 2020 347 Central Connecticut NEC 4-27 -23.67 90.3 342 114.0
#> 705 2020 348 Arkansas Pine Bluff SWAC 4-26 -25.63 79.0 353 104.6
#> 706 2020 349 Maryland Eastern Shore MEAC 5-27 -26.14 81.7 352 107.8
#> 707 2020 350 Howard MEAC 4-29 -26.15 93.6 326 119.7
#> 708 2020 351 Mississippi Valley St. SWAC 4-27 -27.87 89.8 345 117.6
#> 709 2020 352 Kennesaw St. ASun 1-28 -28.71 83.5 351 112.2
#> 710 2020 353 Chicago St. WAC 4-25 -33.99 86.9 349 120.8
#> adj_d_rk adj_t adj_t_rk luck luck_rk sos_adj_em sos_adj_em_rk sos_opp_o
#> 1 11 73.8 7 0.022 127 11.35 72 108.1
#> 2 22 67.4 213 0.046 80 13.25 54 108.7
#> 3 4 66.6 256 0.007 156 16.44 19 111.7
#> 4 7 70.5 79 0.022 128 18.17 5 112.3
#> 5 9 64.4 332 0.018 133 9.21 90 105.7
#> 6 6 67.0 235 0.001 171 16.27 21 111.1
#> 7 75 69.9 93 -0.027 244 16.41 20 110.4
#> 8 23 66.1 276 -0.025 237 15.43 28 110.3
#> 9 3 73.3 11 0.020 131 14.80 33 110.1
#> 10 2 63.7 342 -0.024 233 6.27 112 105.6
#> 11 82 66.7 251 -0.012 212 17.90 9 111.6
#> 12 66 64.2 336 -0.007 200 13.66 47 109.3
#> 13 46 63.8 341 0.028 110 17.38 11 111.3
#> 14 15 64.6 328 -0.052 289 18.13 6 112.1
#> 15 33 69.9 90 0.002 167 13.48 50 109.5
#> 16 55 67.2 226 0.049 72 15.20 30 110.6
#> 17 18 65.1 316 -0.099 340 12.84 59 108.5
#> 18 10 72.6 19 0.064 51 12.69 63 109.4
#> 19 36 59.9 357 0.025 118 12.05 69 109.8
#> 20 30 67.6 206 0.037 91 12.31 65 109.1
#> 21 29 65.5 309 -0.068 310 12.99 57 108.2
#> 22 32 68.7 144 0.017 137 13.19 55 108.8
#> 23 70 69.2 122 -0.056 294 15.18 31 109.6
#> 24 124 70.6 70 -0.007 201 14.77 35 108.7
#> 25 34 66.1 278 0.010 148 16.61 17 111.2
#> 26 31 68.6 146 -0.004 190 14.52 38 109.2
#> 27 12 68.2 174 0.070 44 15.83 24 110.7
#> 28 5 67.1 232 -0.013 215 13.11 56 108.9
#> 29 59 67.7 198 -0.017 220 13.38 51 109.3
#> 30 21 65.5 307 0.027 114 7.22 103 106.4
#> 31 1 71.3 48 -0.068 311 8.72 96 105.9
#> 32 20 64.8 320 0.016 140 8.53 98 106.6
#> 33 17 72.4 24 0.038 90 15.52 27 111.1
#> 34 27 71.5 43 -0.005 194 14.79 34 110.9
#> 35 42 64.7 321 -0.024 234 17.10 13 110.2
#> 36 79 68.5 152 -0.109 347 12.27 67 109.1
#> 37 68 67.3 223 -0.005 193 12.70 61 108.7
#> 38 16 67.4 214 0.027 113 17.99 7 112.4
#> 39 51 67.1 228 -0.025 238 14.29 43 109.5
#> 40 52 69.1 125 -0.050 286 19.38 1 112.2
#> 41 41 68.3 167 -0.004 188 14.72 36 109.9
#> 42 77 68.6 151 0.029 109 12.94 58 109.4
#> 43 60 65.5 306 0.072 40 16.72 16 111.2
#> 44 78 67.6 203 -0.077 319 15.67 25 110.5
#> 45 19 64.0 337 0.100 18 14.39 41 109.7
#> 46 8 68.6 149 -0.037 262 5.64 120 105.4
#> 47 57 68.4 163 0.070 43 15.85 23 110.2
#> 48 14 69.6 107 0.035 97 8.57 97 106.5
#> 49 35 68.1 181 -0.148 354 16.91 15 110.9
#> 50 43 65.9 289 -0.053 290 18.33 3 111.4
#> 51 25 64.9 318 -0.063 301 10.75 78 107.9
#> 52 53 65.7 298 0.043 82 9.69 85 107.9
#> 53 65 68.0 184 -0.037 263 5.58 121 104.7
#> 54 63 66.5 264 -0.027 245 14.43 40 109.7
#> 55 101 66.3 271 0.102 17 3.98 137 104.1
#> 56 76 68.8 141 -0.012 210 8.72 95 105.0
#> 57 28 69.2 120 0.022 126 16.46 18 111.2
#> 58 69 65.6 301 0.030 108 1.80 168 102.8
#> 59 44 65.7 300 0.118 9 13.29 53 109.9
#> 60 103 71.0 54 -0.044 275 14.54 37 109.3
#> 61 64 69.1 128 -0.026 242 6.12 115 105.4
#> 62 56 69.9 88 0.011 147 17.03 14 111.4
#> 63 49 69.7 101 0.008 154 14.96 32 110.6
#> 64 45 68.3 164 0.090 22 17.72 10 112.5
#> 65 99 68.2 169 -0.061 298 9.22 89 107.2
#> 66 94 67.9 186 0.003 165 10.29 82 107.9
#> 67 54 65.8 296 -0.011 207 12.31 66 107.5
#> 68 84 67.0 234 0.089 23 10.47 81 106.4
#> 69 112 73.4 10 0.014 144 11.04 74 107.6
#> 70 164 62.5 353 -0.074 316 6.91 106 104.7
#> 71 87 67.8 193 -0.011 209 10.91 75 109.1
#> 72 48 62.7 350 -0.018 222 6.35 109 105.0
#> 73 73 71.1 52 -0.078 321 -3.35 251 102.7
#> 74 182 68.7 143 -0.024 236 3.03 150 104.8
#> 75 13 62.9 348 0.037 92 10.85 76 108.8
#> 76 72 69.0 133 0.045 81 5.44 122 104.3
#> 77 67 73.1 16 -0.098 339 3.27 145 105.6
#> 78 24 67.6 207 -0.010 203 12.08 68 108.9
#> 79 37 68.4 160 -0.091 331 19.18 2 112.9
#> 80 74 66.3 270 0.001 170 13.51 49 109.4
#> 81 145 69.2 123 0.031 104 5.23 126 106.1
#> 82 39 69.4 112 0.055 62 3.02 151 103.2
#> 83 83 67.4 216 -0.007 199 14.12 44 109.7
#> 84 26 69.3 115 0.009 150 -5.43 298 99.4
#> 85 203 67.2 227 -0.029 248 14.31 42 110.7
#> 86 106 72.5 21 0.026 116 16.04 22 110.9
#> 87 109 65.5 305 0.006 160 8.46 99 105.1
#> 88 104 69.1 127 0.039 87 3.85 140 104.0
#> 89 148 72.2 26 0.048 74 -5.80 305 99.6
#> 90 120 71.4 47 0.002 169 9.52 86 107.1
#> 91 125 69.8 95 -0.012 213 6.26 113 104.7
#> 92 133 72.6 20 -0.068 312 1.45 172 102.9
#> 93 96 67.7 197 -0.104 342 8.22 101 106.8
#> 94 114 66.0 284 0.033 99 8.41 100 105.6
#> 95 118 73.2 13 0.048 75 12.37 64 107.9
#> 96 151 67.7 200 -0.086 324 2.56 160 104.3
#> 97 122 68.3 165 -0.068 309 10.58 80 108.3
#> 98 153 63.1 347 -0.023 231 -4.82 287 99.5
#> 99 97 67.4 219 0.083 27 4.32 133 103.6
#> 100 95 67.2 225 0.053 64 12.76 60 107.1
#> 101 71 73.1 14 0.036 96 -5.62 302 99.6
#> 102 50 67.0 238 0.005 162 -1.59 216 100.1
#> 103 81 64.9 319 -0.061 299 -1.44 211 102.0
#> 104 136 68.6 147 -0.128 352 12.70 62 107.9
#> 105 156 72.2 27 -0.085 323 -0.43 195 102.0
#> 106 58 66.7 254 -0.066 305 0.84 182 102.6
#> 107 38 67.4 222 0.031 103 3.13 147 103.6
#> 108 62 68.0 183 0.003 166 1.48 171 103.8
#> 109 40 71.8 35 -0.128 351 18.30 4 112.4
#> 110 170 70.7 64 0.050 69 -5.84 307 98.9
#> 111 89 69.0 134 -0.109 344 9.40 87 106.6
#> 112 159 68.5 153 -0.001 183 4.26 134 105.8
#> 113 222 70.9 59 0.008 153 1.43 173 103.6
#> 114 115 64.7 322 -0.067 308 15.58 26 110.7
#> 115 121 69.8 98 0.023 123 3.94 138 106.5
#> 116 90 70.7 66 0.115 11 11.11 73 107.3
#> 117 98 67.0 237 0.021 130 9.97 84 107.6
#> 118 128 71.6 41 -0.057 297 3.71 141 103.1
#> 119 85 66.9 244 0.079 31 6.51 108 105.7
#> 120 86 64.6 326 0.069 45 14.50 39 109.9
#> 121 91 65.6 303 -0.024 235 8.99 93 105.6
#> 122 185 71.9 33 -0.028 246 -3.07 246 101.0
#> 123 172 67.9 185 0.000 173 -99.00 348 0.0
#> 124 113 74.6 3 -0.055 293 15.42 29 109.7
#> 125 219 71.4 46 0.023 125 4.09 135 105.2
#> 126 80 69.0 135 0.007 159 6.63 107 105.0
#> 127 171 65.9 291 0.025 119 3.38 144 105.0
#> 128 117 65.4 311 -0.063 302 3.87 139 104.9
#> 129 134 71.0 53 -0.061 300 17.97 8 112.0
#> 130 168 69.8 96 -0.037 260 3.46 143 105.5
#> 131 186 67.7 196 -0.002 184 2.05 165 104.1
#> 132 158 63.6 344 -0.024 232 1.53 170 102.7
#> 133 177 66.4 267 -0.069 313 -7.92 332 96.4
#> 134 88 65.2 314 0.146 4 -1.10 204 102.1
#> 135 240 69.9 92 0.082 28 -3.56 255 100.9
#> 136 131 67.8 191 -0.065 304 5.18 127 104.0
#> 137 111 64.3 334 0.018 135 9.10 91 107.0
#> 138 116 67.8 190 0.019 132 11.91 70 109.2
#> 139 143 64.6 327 -0.033 254 1.30 176 104.4
#> 140 166 66.6 258 0.089 24 11.88 71 107.9
#> 141 47 70.6 72 -0.048 280 13.30 52 109.0
#> 142 102 68.1 176 0.046 77 3.26 146 104.5
#> 143 110 68.6 148 -0.092 332 8.84 94 105.8
#> 144 93 67.4 221 0.013 145 7.32 102 104.4
#> 145 105 70.4 81 0.147 3 5.78 119 104.5
#> 146 162 65.9 288 -0.086 325 5.85 118 105.5
#> 147 100 65.5 308 0.026 117 14.05 45 109.9
#> 148 200 70.9 58 -0.097 337 13.86 46 110.5
#> 149 167 70.7 67 -0.049 283 4.48 130 106.1
#> 150 184 64.6 325 -0.066 306 -2.44 231 100.5
#> 151 174 69.7 102 0.047 76 -7.61 329 98.1
#> 152 126 67.4 217 0.140 5 2.72 157 102.8
#> 153 269 69.9 89 -0.048 279 2.95 153 104.6
#> 154 226 70.5 78 0.076 35 -1.79 217 101.2
#> 155 107 67.9 187 -0.016 218 6.22 114 104.7
#> 156 178 66.4 269 0.102 16 0.68 185 103.3
#> 157 234 65.8 293 0.002 168 2.88 154 104.8
#> 158 248 63.9 340 0.007 158 -2.28 227 101.2
#> 159 267 68.9 136 -0.015 216 0.22 191 103.3
#> 160 252 71.8 37 0.021 129 3.10 148 102.6
#> 161 299 67.1 230 -0.051 287 -1.93 221 103.6
#> 162 220 65.8 292 0.017 139 -2.68 239 101.1
#> 163 190 68.8 139 -0.022 229 7.13 104 105.2
#> 164 301 69.0 129 0.046 78 1.30 175 102.4
#> 165 209 66.6 257 0.000 173 -99.00 348 0.0
#> 166 201 65.9 286 0.179 2 -5.28 294 98.2
#> 167 293 65.1 315 -0.015 217 -3.95 268 100.1
#> 168 108 67.0 236 0.056 58 3.03 149 105.2
#> 169 138 66.1 279 0.199 1 -0.83 202 105.1
#> 170 147 66.8 247 0.049 73 10.01 83 106.1
#> 171 135 69.9 91 -0.120 349 17.29 12 111.6
#> 172 139 67.5 208 -0.013 214 -4.60 283 98.8
#> 173 195 66.2 275 -0.177 356 -5.03 290 99.6
#> 174 160 74.8 2 0.085 26 -5.34 297 99.8
#> 175 169 67.0 241 -0.109 345 13.51 48 110.4
#> 176 217 66.1 281 -0.037 261 5.30 125 104.3
#> 177 210 71.8 36 -0.048 278 -1.91 220 101.1
#> 178 146 67.7 199 0.030 107 -5.67 303 98.3
#> 179 130 71.1 51 -0.020 226 -5.02 289 99.8
#> 180 179 70.9 57 0.092 20 -2.65 238 100.4
#> 181 192 68.1 177 -0.098 338 -1.50 212 101.2
#> 182 246 66.7 252 -0.165 355 -3.83 266 100.3
#> 183 141 62.4 354 0.072 41 -5.94 308 98.6
#> 184 194 68.1 180 0.000 173 -99.00 348 0.0
#> 185 223 74.0 6 -0.044 273 -7.65 330 98.2
#> 186 163 66.2 273 -0.057 296 -7.28 325 96.7
#> 187 208 66.9 245 -0.020 225 0.65 186 101.8
#> 188 261 69.3 114 0.039 88 2.38 162 102.1
#> 189 154 65.7 299 0.009 149 2.56 159 104.7
#> 190 295 68.1 179 0.052 65 -1.31 210 101.6
#> 191 176 65.8 295 0.065 48 4.63 129 104.5
#> 192 188 66.2 274 0.075 37 4.76 128 104.4
#> 193 123 67.0 239 -0.028 247 6.33 110 105.7
#> 194 127 66.9 243 0.081 30 -5.09 291 99.2
#> 195 137 70.2 84 -0.025 239 10.79 77 108.1
#> 196 204 71.6 42 0.121 8 -6.96 320 98.6
#> 197 161 68.4 157 0.034 98 -1.17 208 103.3
#> 198 180 69.0 132 -0.112 348 5.34 123 105.4
#> 199 215 70.2 85 0.007 157 0.60 189 103.2
#> 200 245 68.5 155 -0.012 211 7.06 105 104.7
#> 201 214 71.0 56 0.096 19 -3.74 265 100.4
#> 202 230 72.1 30 0.027 115 10.62 79 107.8
#> 203 129 62.5 352 -0.074 317 1.37 174 104.6
#> 204 315 62.0 355 0.011 146 4.00 136 103.5
#> 205 142 66.5 265 0.014 142 -1.59 215 102.1
#> 206 286 64.7 323 0.056 59 -2.82 242 102.2
#> 207 198 68.2 168 0.055 61 -1.12 205 102.4
#> 208 212 71.5 45 0.059 54 -7.73 331 95.5
#> 209 181 69.2 119 0.087 25 -1.01 203 101.7
#> 210 199 67.5 211 0.090 21 -7.09 322 98.1
#> 211 281 63.9 338 0.064 49 -5.23 293 99.0
#> 212 191 65.5 310 0.039 86 -2.83 243 100.4
#> 213 197 68.8 140 -0.036 258 -1.24 209 102.7
#> 214 165 68.4 162 -0.190 357 -4.36 276 101.9
#> 215 302 66.8 249 -0.071 315 -5.33 296 98.6
#> 216 271 69.8 97 -0.010 204 -2.14 225 101.9
#> 217 294 66.5 261 0.043 84 -3.09 247 99.2
#> 218 305 74.2 4 0.064 50 2.53 161 104.2
#> 219 236 69.2 124 0.000 173 -99.00 348 0.0
#> 220 266 66.8 246 0.000 173 -99.00 348 0.0
#> 221 306 69.6 104 0.046 79 2.29 164 105.4
#> 222 61 66.7 253 -0.006 197 -6.37 316 98.3
#> 223 247 71.9 32 -0.037 259 -8.44 335 95.8
#> 224 265 65.5 304 0.068 46 -8.56 336 97.8
#> 225 193 66.5 262 -0.069 314 -4.03 269 101.9
#> 226 229 74.2 5 0.050 71 -6.16 312 96.9
#> 227 285 67.8 188 -0.094 335 0.63 187 99.9
#> 228 231 67.8 189 -0.004 192 -2.05 222 100.8
#> 229 321 70.5 76 -0.016 219 -4.46 277 99.8
#> 230 259 69.0 131 0.055 60 -1.81 218 100.3
#> 231 289 69.7 99 0.023 124 6.01 116 104.0
#> 232 297 63.5 345 -0.030 249 -2.06 223 101.5
#> 233 270 67.8 194 -0.006 196 -2.07 224 101.7
#> 234 206 62.7 351 -0.032 251 0.99 180 102.5
#> 235 152 69.2 121 0.111 12 -13.88 346 93.3
#> 236 157 66.4 268 -0.090 330 -3.12 248 100.2
#> 237 150 61.6 356 -0.004 191 -6.45 317 99.4
#> 238 282 66.0 282 0.024 120 -3.63 259 100.2
#> 239 235 67.0 240 -0.040 266 -2.76 241 99.8
#> 240 211 69.6 108 -0.079 322 -4.50 280 98.9
#> 241 272 70.5 77 0.031 105 1.92 166 104.4
#> 242 224 73.7 8 -0.011 208 0.68 184 102.4
#> 243 225 63.5 346 0.023 122 -4.51 281 100.1
#> 244 283 68.2 170 -0.008 202 -5.46 299 99.4
#> 245 132 69.2 116 -0.135 353 -2.41 230 101.1
#> 246 310 67.6 202 0.032 101 -4.05 271 102.0
#> 247 237 65.0 317 -0.027 243 -4.04 270 100.4
#> 248 309 69.0 130 -0.122 350 -4.61 284 100.1
#> 249 189 69.7 100 0.000 173 -99.00 348 0.0
#> 250 280 64.5 329 -0.041 268 -5.72 304 96.5
#> 251 273 70.6 74 0.058 56 -5.54 301 96.0
#> 252 276 67.6 201 -0.041 270 -3.60 257 99.4
#> 253 260 69.2 118 0.051 67 -2.71 240 99.8
#> 254 318 65.3 313 -0.030 250 0.63 188 103.2
#> 255 313 71.8 39 -0.044 274 -0.03 193 102.3
#> 256 149 67.4 218 -0.078 320 1.08 178 102.1
#> 257 324 65.9 285 -0.042 271 -1.16 207 103.2
#> 258 175 64.2 335 0.000 172 -2.49 234 101.1
#> 259 320 70.1 86 0.059 55 1.03 179 102.3
#> 260 307 65.6 302 0.008 152 -2.16 226 102.5
#> 261 256 64.4 331 -0.052 288 0.81 183 102.0
#> 262 335 68.6 145 0.062 53 -8.82 338 96.6
#> 263 243 72.1 28 0.076 36 -2.49 233 102.1
#> 264 257 72.7 17 -0.035 255 2.79 155 104.1
#> 265 92 68.4 159 0.111 13 -12.38 344 93.8
#> 266 155 66.1 280 0.082 29 -7.36 327 97.2
#> 267 262 67.4 215 0.065 47 -1.53 213 101.0
#> 268 249 66.4 266 0.056 57 -6.27 314 97.3
#> 269 242 68.4 158 -0.003 185 -4.48 278 99.9
#> 270 213 66.6 255 0.032 102 -3.37 253 100.4
#> 271 205 73.7 9 -0.021 228 -9.13 340 98.2
#> 272 291 67.1 229 0.077 33 0.98 181 104.3
#> 273 232 70.6 75 0.051 66 -4.68 285 100.6
#> 274 233 66.0 283 -0.036 257 4.37 131 106.4
#> 275 244 66.6 259 0.000 173 -99.00 348 0.0
#> 276 288 71.8 34 -0.018 224 -6.93 319 99.8
#> 277 144 68.4 161 -0.011 206 -6.24 313 98.8
#> 278 290 72.4 23 -0.093 333 -8.05 333 98.7
#> 279 218 70.6 69 0.072 39 -6.14 311 99.0
#> 280 329 69.5 109 -0.025 240 -3.72 264 102.2
#> 281 330 72.1 29 -0.046 276 1.08 177 103.7
#> 282 187 69.6 103 -0.050 285 -3.66 262 99.8
#> 283 268 70.6 73 0.078 32 -4.98 288 97.8
#> 284 277 66.1 277 -0.033 253 -4.75 286 99.8
#> 285 140 72.0 31 -0.042 272 -7.27 323 97.6
#> 286 255 68.9 137 0.000 173 -99.00 348 0.0
#> 287 173 66.5 263 0.014 143 -9.01 339 98.6
#> 288 221 68.2 175 0.050 68 -3.33 250 102.4
#> 289 296 68.1 178 -0.039 264 5.33 124 106.9
#> 290 308 71.5 44 -0.010 205 -0.67 198 104.0
#> 291 183 76.8 1 0.073 38 -2.62 236 101.4
#> 292 304 70.3 82 -0.090 328 -0.33 194 101.9
#> 293 241 67.6 204 0.050 70 -4.53 282 100.4
#> 294 196 67.7 195 -0.039 265 3.60 142 104.6
#> 295 263 68.2 171 0.024 121 -4.29 275 98.8
#> 296 239 67.1 231 -0.040 267 -3.63 258 99.7
#> 297 352 66.5 260 0.036 94 -1.84 219 100.7
#> 298 332 65.8 294 -0.022 230 -0.50 196 102.4
#> 299 345 70.6 68 0.017 138 -6.04 309 98.9
#> 300 275 70.7 65 -0.017 221 2.38 163 104.3
#> 301 347 72.5 22 0.030 106 -8.66 337 97.1
#> 302 278 68.1 182 0.106 14 -0.79 201 103.1
#> 303 323 67.3 224 -0.053 291 -0.61 197 104.7
#> 304 314 69.1 126 -0.047 277 -2.51 235 102.0
#> 305 228 68.2 173 0.036 93 -0.78 199 101.2
#> 306 207 69.2 117 -0.035 256 2.63 158 102.6
#> 307 254 67.5 210 0.009 151 -4.23 274 99.3
#> 308 216 70.6 71 -0.075 318 -12.47 345 93.4
#> 309 284 64.3 333 0.005 163 -5.31 295 96.9
#> 310 119 63.7 343 0.018 136 6.28 111 105.8
#> 311 298 68.9 138 -0.004 189 -3.67 263 100.9
#> 312 287 68.5 154 -0.066 307 -5.49 300 99.9
#> 313 316 68.8 142 -0.055 292 0.13 192 102.4
#> 314 337 69.5 110 0.102 15 -1.12 206 103.6
#> 315 202 67.1 233 -0.006 195 -7.27 324 96.6
#> 316 350 67.6 205 -0.041 269 -4.09 273 97.4
#> 317 327 70.8 62 0.077 34 -3.41 254 101.1
#> 318 264 69.8 94 0.036 95 -10.43 342 94.0
#> 319 344 63.9 339 0.038 89 1.69 169 103.4
#> 320 227 71.2 49 -0.103 341 -3.65 261 100.7
#> 321 334 71.0 55 0.054 63 9.28 88 106.9
#> 322 312 68.3 166 -0.032 252 -2.37 229 100.6
#> 323 279 68.2 172 0.008 155 -2.48 232 101.3
#> 324 348 66.2 272 0.130 6 -7.28 326 98.1
#> 325 340 65.9 290 -0.095 336 -4.07 272 98.4
#> 326 258 65.7 297 -0.057 295 -6.62 318 99.0
#> 327 322 70.4 80 0.118 10 -7.39 328 98.6
#> 328 274 73.1 15 0.070 42 -2.34 228 101.3
#> 329 253 66.8 248 0.015 141 2.76 156 103.0
#> 330 311 65.9 287 0.033 100 -6.13 310 96.5
#> 331 351 70.9 61 -0.018 223 1.85 167 102.8
#> 332 326 62.8 349 0.028 111 4.35 132 104.6
#> 333 338 71.8 38 0.006 161 5.92 117 104.0
#> 334 303 70.0 87 0.063 52 -5.82 306 101.0
#> 335 238 69.3 113 -0.088 327 -1.56 214 102.9
#> 336 325 68.6 150 0.043 83 -5.13 292 100.2
#> 337 328 65.4 312 -0.003 187 2.98 152 105.4
#> 338 341 70.9 60 -0.105 343 -2.88 244 101.5
#> 339 292 69.6 106 -0.049 284 -3.32 249 100.8
#> 340 353 68.5 156 -0.090 329 -9.21 341 97.6
#> 341 331 72.6 18 -0.003 186 -2.99 245 100.6
#> 342 317 69.5 111 -0.026 241 -8.11 334 96.1
#> 343 342 64.7 324 -0.049 281 -7.08 321 98.2
#> 344 300 69.6 105 -0.093 334 -3.59 256 99.1
#> 345 336 70.3 83 0.003 164 -6.27 315 99.0
#> 346 251 64.5 330 0.028 112 -0.78 200 100.9
#> 347 346 67.4 220 0.122 7 -2.64 237 101.2
#> 348 250 67.5 209 0.018 134 -11.82 343 93.6
#> 349 343 72.3 25 0.000 173 -99.00 348 0.0
#> 350 349 66.8 250 -0.021 227 0.42 190 102.9
#> 351 354 67.0 242 -0.086 326 -3.36 252 97.6
#> 352 355 73.3 12 -0.064 303 -3.65 260 98.9
#> 353 339 71.6 40 -0.109 346 -4.49 279 98.3
#> 354 319 70.8 63 -0.049 282 -14.36 347 91.6
#> 355 333 67.8 192 0.000 173 -99.00 348 0.0
#> 356 356 67.5 212 -0.006 198 9.06 92 106.6
#> 357 357 71.1 50 0.040 85 -3.93 267 97.7
#> 358 2 67.3 233 0.040 79 12.66 2 107.4
#> 359 43 71.9 35 0.050 50 2.42 109 103.5
#> 360 4 66.2 277 0.016 144 10.20 27 106.4
#> 361 38 67.6 220 0.002 180 2.74 105 104.1
#> 362 12 72.0 34 -0.009 209 7.28 54 106.0
#> 363 10 64.6 332 -0.008 204 2.98 101 105.3
#> 364 13 69.1 130 -0.012 217 12.04 7 108.6
#> 365 19 66.2 280 -0.038 280 11.10 16 108.0
#> 366 30 67.1 242 -0.003 193 7.10 58 105.3
#> 367 3 69.4 112 -0.028 260 11.28 15 107.2
#> 368 22 67.0 245 0.037 87 11.35 13 107.9
#> 369 78 68.3 178 0.072 23 10.72 21 107.9
#> 370 60 69.5 108 -0.028 259 6.06 74 106.0
#> 371 21 65.7 300 -0.052 308 6.33 68 104.2
#> 372 15 69.9 89 0.065 37 7.96 48 106.3
#> 373 28 68.7 150 -0.048 301 12.79 1 110.2
#> 374 76 65.0 319 0.023 120 8.15 42 105.6
#> 375 36 66.2 275 0.082 16 10.88 17 108.2
#> 376 14 69.3 115 -0.077 327 7.72 50 106.5
#> 377 25 69.8 93 0.006 169 11.48 12 108.4
#> 378 9 67.3 236 -0.113 346 8.74 37 106.0
#> 379 17 63.7 342 0.031 102 11.74 10 108.7
#> 380 97 70.2 77 0.005 172 12.28 4 108.6
#> 381 11 64.6 333 -0.104 342 12.19 6 108.4
#> 382 42 63.7 341 0.032 101 10.22 26 107.6
#> 383 23 70.9 54 0.014 149 10.72 22 108.1
#> 384 41 66.8 257 -0.130 351 12.38 3 108.6
#> 385 6 67.4 231 -0.042 286 9.88 31 107.4
#> 386 52 67.7 215 0.018 138 6.37 66 105.9
#> 387 35 66.0 288 0.022 123 10.38 25 107.7
#> 388 73 70.7 60 -0.046 293 10.78 20 107.6
#> 389 61 64.9 326 -0.047 296 8.82 36 107.8
#> 390 55 69.2 127 0.103 7 6.70 62 107.0
#> 391 26 67.9 206 0.016 143 10.71 23 108.3
#> 392 32 68.2 188 -0.010 213 7.42 52 105.5
#> 393 29 69.6 98 0.031 103 12.22 5 107.5
#> 394 179 70.0 84 -0.020 237 7.18 56 105.8
#> 395 96 63.9 339 0.055 46 4.46 88 105.4
#> 396 8 69.5 101 0.041 78 4.78 81 103.7
#> 397 27 68.4 171 -0.008 205 8.85 35 106.7
#> 398 48 67.4 229 0.034 94 3.09 100 105.0
#> 399 1 59.4 353 0.109 6 6.93 60 105.6
#> 400 7 68.3 183 -0.080 330 4.97 79 104.2
#> 401 51 68.0 199 -0.013 220 6.52 65 104.4
#> 402 20 68.1 191 -0.013 222 9.93 30 108.3
#> 403 54 69.3 124 0.044 69 1.86 115 104.2
#> 404 57 71.2 45 -0.047 298 6.53 64 106.7
#> 405 119 66.2 276 -0.001 187 6.27 70 106.0
#> 406 108 65.8 299 0.019 134 0.97 124 102.6
#> 407 79 69.5 103 -0.020 236 7.04 59 105.4
#> 408 116 68.3 179 -0.060 315 6.70 61 105.6
#> 409 59 68.5 167 -0.077 325 4.52 86 103.1
#> 410 46 68.4 173 0.034 96 11.31 14 107.1
#> 411 31 69.8 96 -0.157 353 7.60 51 105.4
#> 412 18 68.9 139 0.083 15 6.32 69 105.2
#> 413 65 66.1 281 0.067 33 -1.96 201 103.0
#> 414 100 68.1 190 -0.021 239 5.02 78 104.9
#> 415 67 67.4 227 -0.026 253 0.22 143 102.1
#> 416 5 72.6 28 0.025 116 4.81 80 104.5
#> 417 114 74.8 4 -0.076 324 7.83 49 106.9
#> 418 24 65.9 292 0.089 12 10.04 29 106.9
#> 419 44 67.6 219 0.026 111 1.83 116 103.1
#> 420 49 73.2 14 0.069 28 8.22 41 106.4
#> 421 16 70.0 88 -0.006 200 9.42 34 107.0
#> 422 39 71.2 46 0.068 32 4.64 83 105.0
#> 423 53 72.9 21 -0.037 278 8.27 40 106.3
#> 424 125 70.0 87 -0.049 302 10.86 18 108.1
#> 425 62 65.2 313 -0.020 235 8.11 45 106.2
#> 426 50 73.1 17 -0.023 247 6.10 72 105.4
#> 427 163 64.8 330 -0.094 339 3.66 93 103.1
#> 428 90 66.5 266 -0.023 246 -1.65 192 101.7
#> 429 33 66.0 290 -0.043 289 8.15 44 106.3
#> 430 45 69.0 134 -0.064 320 3.55 94 104.2
#> 431 88 68.7 155 -0.006 201 2.96 102 104.4
#> 432 122 65.0 320 -0.035 274 -2.29 213 101.1
#> 433 68 66.3 273 -0.027 257 -5.44 280 98.7
#> 434 146 62.9 350 -0.032 268 1.92 113 102.5
#> 435 112 64.9 325 0.047 59 7.16 57 105.5
#> 436 69 61.5 352 0.023 119 -9.00 345 98.3
#> 437 34 65.8 297 0.076 19 3.19 98 103.5
#> 438 85 68.2 187 0.041 75 -0.81 170 102.9
#> 439 103 69.4 110 0.022 124 -1.21 180 101.3
#> 440 81 69.1 133 0.025 115 4.28 89 105.0
#> 441 94 70.4 67 -0.050 304 10.39 24 107.9
#> 442 141 71.0 50 -0.007 203 2.68 106 104.3
#> 443 66 65.1 318 -0.005 199 9.71 32 105.6
#> 444 165 65.6 305 -0.002 191 5.06 77 104.6
#> 445 202 64.8 331 0.004 173 2.60 107 102.2
#> 446 147 69.9 90 -0.092 337 11.89 9 107.0
#> 447 40 67.2 239 -0.129 348 10.83 19 106.4
#> 448 113 63.5 343 0.060 42 -4.86 261 99.7
#> 449 58 67.8 210 -0.009 208 -1.77 196 102.2
#> 450 93 65.2 312 -0.050 303 -0.69 167 102.0
#> 451 56 70.6 63 0.022 126 10.11 28 108.1
#> 452 104 67.8 211 0.049 54 0.52 133 102.8
#> 453 136 70.5 64 -0.017 232 8.15 43 106.9
#> 454 71 66.5 267 -0.057 313 7.22 55 106.0
#> 455 133 67.0 247 -0.019 234 3.75 92 104.6
#> 456 172 69.3 116 0.045 66 2.91 104 104.4
#> 457 75 71.8 39 0.042 73 -8.13 338 98.6
#> 458 72 65.3 311 0.006 167 -0.19 150 102.4
#> 459 74 68.0 196 -0.042 285 6.58 63 106.1
#> 460 166 70.1 79 -0.034 271 8.52 38 106.0
#> 461 149 68.3 180 0.034 92 9.57 33 106.3
#> 462 82 65.5 309 -0.040 283 6.34 67 105.3
#> 463 109 67.7 212 -0.064 319 -2.29 212 101.1
#> 464 134 67.1 244 0.036 89 -0.51 161 101.6
#> 465 187 67.9 202 0.064 39 -4.37 248 101.1
#> 466 132 70.5 65 0.012 155 -7.08 324 99.0
#> 467 105 68.8 148 0.039 80 -0.95 175 102.0
#> 468 91 65.5 308 0.001 182 7.32 53 105.4
#> 469 148 66.0 287 0.032 99 -3.91 239 101.8
#> 470 196 68.3 176 0.023 122 0.85 126 102.3
#> 471 135 66.7 260 0.029 107 8.33 39 107.1
#> 472 47 70.3 73 -0.052 307 6.19 71 104.8
#> 473 37 68.0 200 -0.089 335 -2.22 208 101.1
#> 474 98 67.8 208 0.002 179 3.18 99 103.3
#> 475 182 68.5 168 0.020 132 -6.14 300 100.6
#> 476 241 68.0 201 -0.022 242 -4.79 259 100.7
#> 477 107 64.9 323 0.072 24 -1.29 182 101.9
#> 478 124 68.3 181 -0.083 333 0.84 127 103.0
#> 479 145 66.4 270 0.043 72 2.19 112 103.7
#> 480 174 65.7 301 0.052 49 1.24 123 102.6
#> 481 142 73.1 18 0.121 4 -1.53 190 102.0
#> 482 63 64.9 324 -0.047 297 4.52 85 103.4
#> 483 156 73.0 19 -0.035 273 0.56 132 102.7
#> 484 83 70.8 59 -0.002 192 4.53 84 103.6
#> 485 167 68.9 143 -0.011 214 -1.26 181 102.1
#> 486 184 69.3 125 0.069 29 -0.59 162 102.1
#> 487 95 67.7 214 -0.130 349 2.34 111 104.7
#> 488 77 64.5 334 0.098 10 6.10 73 105.8
#> 489 150 66.7 259 -0.087 334 11.64 11 107.5
#> 490 157 72.1 31 0.033 97 -6.80 315 99.7
#> 491 102 71.8 41 0.005 170 -0.35 157 102.9
#> 492 231 70.4 68 -0.103 341 -0.49 160 104.4
#> 493 110 68.9 144 -0.030 263 -7.75 329 99.1
#> 494 123 68.2 185 0.019 137 -1.01 176 102.1
#> 495 178 71.8 38 0.044 70 1.50 118 105.0
#> 496 217 70.8 57 0.034 95 3.22 97 104.3
#> 497 169 71.9 36 -0.044 292 -8.04 336 99.9
#> 498 137 70.2 76 0.025 117 0.42 134 102.6
#> 499 192 65.9 291 -0.113 345 -3.51 233 102.0
#> 500 106 74.9 3 -0.037 277 -0.16 149 102.8
#> 501 120 65.7 304 0.074 20 -5.16 270 100.0
#> 502 236 66.7 261 -0.001 189 -5.42 277 98.3
#> 503 181 69.3 123 0.020 128 1.39 120 103.0
#> 504 225 67.0 248 0.025 114 -1.70 194 101.6
#> 505 175 73.9 8 0.045 64 -0.62 164 102.4
#> 506 170 72.2 30 0.010 161 -0.82 171 101.6
#> 507 243 66.3 274 -0.025 251 -0.66 165 101.7
#> 508 154 71.6 42 0.049 52 -1.84 199 101.7
#> 509 237 68.1 193 -0.057 312 -1.36 186 101.4
#> 510 130 65.2 315 0.090 11 8.03 46 106.4
#> 511 197 65.9 293 -0.019 233 -1.03 178 102.3
#> 512 209 65.3 310 0.063 40 -1.01 177 102.0
#> 513 263 71.5 43 0.049 53 -0.93 174 102.2
#> 514 214 64.2 338 -0.117 347 2.92 103 105.2
#> 515 226 65.1 317 0.014 152 -2.19 207 102.5
#> 516 186 66.3 272 0.002 177 -4.98 264 100.6
#> 517 242 64.5 335 0.022 125 -4.63 253 100.0
#> 518 86 69.3 118 -0.063 317 -1.85 200 101.9
#> 519 152 73.1 16 -0.047 299 11.96 8 108.1
#> 520 155 67.9 204 0.065 36 0.39 135 102.9
#> 521 84 65.5 307 0.008 164 -1.31 183 102.0
#> 522 185 68.6 161 0.012 153 4.20 90 103.6
#> 523 324 69.4 111 0.034 93 -4.23 245 99.8
#> 524 195 68.0 195 -0.010 212 -0.67 166 102.2
#> 525 210 70.1 81 0.142 1 -0.24 151 102.3
#> 526 221 69.4 109 -0.061 316 5.97 75 105.9
#> 527 229 65.9 295 -0.004 196 -1.32 184 102.8
#> 528 92 66.4 268 -0.091 336 0.03 146 102.3
#> 529 275 67.8 209 0.032 100 -5.29 273 100.1
#> 530 306 71.8 40 0.000 183 -1.81 197 101.5
#> 531 153 67.0 246 0.056 44 0.32 138 102.4
#> 532 127 67.2 240 0.041 77 0.64 130 103.1
#> 533 290 68.9 138 0.037 86 -6.85 317 99.0
#> 534 307 70.0 85 0.011 159 -3.99 241 101.4
#> 535 99 64.2 337 -0.002 190 0.28 142 102.8
#> 536 128 69.3 120 0.065 38 8.02 47 106.0
#> 537 265 68.3 182 0.074 21 -4.18 243 101.4
#> 538 129 69.1 131 0.057 43 1.36 121 102.8
#> 539 138 64.8 329 0.044 68 -2.25 209 101.7
#> 540 87 63.9 340 -0.026 252 -2.36 214 101.7
#> 541 126 68.4 172 -0.023 245 -7.05 323 99.6
#> 542 191 68.7 154 -0.014 225 3.24 96 102.8
#> 543 272 64.3 336 0.026 112 -5.96 293 100.9
#> 544 171 71.1 49 0.036 90 -5.29 272 98.3
#> 545 89 67.5 224 -0.005 197 -0.61 163 101.7
#> 546 173 65.7 302 0.048 57 -2.46 216 100.1
#> 547 261 72.8 26 -0.033 270 -0.29 154 102.3
#> 548 151 68.8 146 -0.001 188 -1.38 188 101.4
#> 549 111 69.8 92 0.021 127 -4.66 255 99.2
#> 550 158 68.7 158 0.050 51 -6.25 303 99.9
#> 551 80 68.0 197 0.023 121 -5.99 296 99.1
#> 552 244 67.5 222 0.132 3 -3.09 226 102.2
#> 553 70 66.8 254 0.028 109 1.46 119 103.7
#> 554 316 68.8 147 -0.059 314 2.40 110 103.9
#> 555 188 68.1 192 0.014 148 -2.16 206 101.8
#> 556 301 70.1 80 -0.004 194 -0.91 173 101.7
#> 557 227 68.7 152 0.019 136 -7.26 326 99.3
#> 558 162 72.6 27 0.061 41 -5.21 271 98.7
#> 559 295 68.6 162 0.029 104 -7.75 328 98.5
#> 560 212 68.7 159 -0.033 269 -6.03 299 100.2
#> 561 115 69.5 105 -0.004 195 -4.74 257 100.1
#> 562 121 65.8 298 -0.081 331 -1.62 191 101.1
#> 563 284 67.3 237 0.042 74 -0.47 159 102.4
#> 564 205 66.1 282 0.027 110 -6.38 308 99.7
#> 565 140 68.4 170 0.029 106 -4.49 251 100.9
#> 566 211 63.0 349 -0.022 240 3.40 95 105.0
#> 567 293 72.8 24 -0.047 295 0.33 137 101.6
#> 568 118 63.2 347 -0.029 261 -4.74 258 100.5
#> 569 200 71.1 48 -0.028 258 -5.71 290 100.1
#> 570 131 70.7 61 -0.001 186 -7.97 333 96.3
#> 571 247 69.9 91 -0.051 306 -4.72 256 100.1
#> 572 269 66.6 265 0.071 25 -2.00 202 101.9
#> 573 264 73.6 11 -0.036 276 0.65 129 102.7
#> 574 213 70.6 62 -0.010 210 1.25 122 101.5
#> 575 270 66.2 279 -0.047 294 -5.61 288 101.1
#> 576 286 69.2 126 0.077 18 -0.24 152 104.0
#> 577 190 68.5 169 -0.005 198 1.91 114 103.6
#> 578 260 68.7 156 -0.077 326 -5.10 268 98.4
#> 579 159 67.3 234 0.056 45 -1.39 189 102.4
#> 580 319 74.0 7 0.045 67 -2.95 221 100.9
#> 581 143 69.4 113 0.120 5 -1.19 179 101.6
#> 582 311 68.0 194 -0.024 250 -2.55 218 100.7
#> 583 262 71.8 37 0.020 131 -0.38 158 102.6
#> 584 101 63.2 348 0.137 2 -5.75 291 99.7
#> 585 246 66.9 251 0.101 8 -5.07 267 101.0
#> 586 276 67.1 243 -0.022 243 -0.30 155 102.4
#> 587 117 70.2 78 -0.032 267 4.48 87 105.4
#> 588 287 68.9 145 0.038 83 0.35 136 104.2
#> 589 303 66.4 269 0.038 84 -5.48 283 99.9
#> 590 336 70.3 74 0.071 26 -0.70 168 102.5
#> 591 206 70.3 71 -0.055 310 -6.58 313 98.9
#> 592 199 64.9 327 0.048 56 -3.70 236 101.8
#> 593 180 69.6 99 0.003 176 -6.24 302 100.1
#> 594 251 67.4 228 0.043 71 0.31 140 102.4
#> 595 220 69.1 129 -0.050 305 -8.64 342 99.0
#> 596 233 66.1 285 -0.014 223 -3.24 231 101.4
#> 597 183 66.6 262 -0.072 322 -5.52 285 99.7
#> 598 253 66.6 264 0.020 133 0.31 139 101.8
#> 599 189 69.5 107 0.004 174 -3.13 228 101.7
#> 600 144 68.2 184 0.048 58 -6.45 310 99.2
#> 601 271 67.3 235 0.002 178 -2.50 217 101.8
#> 602 64 64.8 328 -0.100 340 -2.59 219 101.2
#> 603 139 66.7 258 -0.017 231 3.99 91 105.9
#> 604 292 68.7 153 0.053 48 -3.92 240 99.9
#> 605 168 68.6 163 0.011 157 -5.88 292 99.1
#> 606 256 70.4 66 -0.013 221 -3.20 229 101.5
#> 607 224 66.8 256 0.006 168 -8.34 340 96.6
#> 608 300 68.9 141 0.028 108 -6.46 311 98.0
#> 609 201 64.9 322 -0.056 311 0.58 131 103.1
#> 610 215 70.4 69 -0.092 338 -3.73 237 100.9
#> 611 164 67.5 225 -0.052 309 -9.57 349 97.0
#> 612 258 62.5 351 0.018 140 -5.44 281 99.7
#> 613 252 66.8 255 0.011 158 -4.23 247 99.7
#> 614 296 67.9 203 -0.143 352 -2.27 211 102.2
#> 615 249 70.0 86 -0.040 282 -4.41 249 99.1
#> 616 222 69.3 121 0.054 47 -6.32 307 99.5
#> 617 315 71.2 47 0.009 162 5.48 76 105.0
#> 618 204 67.9 205 -0.006 202 -2.76 220 103.7
#> 619 239 65.6 306 -0.047 300 -8.04 335 99.6
#> 620 218 69.3 114 0.010 160 -1.83 198 101.5
#> 621 281 69.5 106 0.046 60 -6.82 316 99.9
#> 622 327 68.0 198 0.020 130 -5.37 274 99.1
#> 623 228 64.9 321 -0.063 318 -3.58 234 101.9
#> 624 259 72.8 23 0.017 141 -6.28 305 100.1
#> 625 309 71.0 52 0.018 139 -6.87 318 99.9
#> 626 160 65.8 296 -0.011 215 -5.62 289 98.6
#> 627 278 72.4 29 0.015 147 -7.15 325 100.0
#> 628 232 69.5 102 -0.015 227 -5.12 269 100.6
#> 629 193 66.6 263 0.065 35 -8.95 344 97.3
#> 630 291 67.6 216 0.015 145 0.04 145 102.3
#> 631 317 65.2 314 -0.105 343 -0.05 148 101.7
#> 632 337 70.3 72 -0.036 275 -6.19 301 97.8
#> 633 330 69.0 137 -0.039 281 -6.68 314 99.2
#> 634 313 66.2 278 -0.013 219 -2.08 204 102.2
#> 635 304 72.9 22 0.086 13 -5.49 284 97.6
#> 636 207 67.2 238 -0.010 211 2.47 108 104.7
#> 637 230 74.5 6 0.070 27 -5.40 276 99.9
#> 638 176 68.7 157 -0.012 218 -7.80 330 97.1
#> 639 208 68.5 166 0.011 156 -5.60 287 99.1
#> 640 285 73.2 15 -0.021 238 -2.02 203 101.9
#> 641 248 70.1 83 -0.011 216 -5.38 275 99.5
#> 642 245 68.1 189 -0.078 328 -8.00 334 98.9
#> 643 216 69.3 122 -0.015 226 1.74 117 103.7
#> 644 177 73.7 9 0.068 30 -8.66 343 97.1
#> 645 299 63.2 344 0.083 14 -5.43 279 99.4
#> 646 331 68.9 142 -0.027 255 -4.93 263 99.4
#> 647 289 73.3 13 0.009 163 4.69 82 106.0
#> 648 321 67.4 230 0.008 165 -0.26 153 102.4
#> 649 254 73.0 20 0.012 154 -9.66 350 96.1
#> 650 268 69.3 119 -0.027 256 -0.83 172 102.3
#> 651 280 67.6 217 0.015 146 0.30 141 103.0
#> 652 298 69.8 95 0.003 175 0.97 125 102.7
#> 653 255 66.9 249 -0.079 329 -4.00 242 100.5
#> 654 238 70.9 55 0.080 17 0.81 128 102.8
#> 655 283 63.2 345 -0.074 323 -6.02 298 99.8
#> 656 267 69.1 132 -0.130 350 -0.80 169 101.6
#> 657 325 66.0 289 0.068 31 -2.97 222 99.4
#> 658 161 63.2 346 0.045 65 -4.52 252 99.6
#> 659 318 71.0 51 0.017 142 -9.29 347 99.5
#> 660 257 65.7 303 0.029 105 -6.58 312 99.6
#> 661 305 68.4 174 0.046 62 -2.26 210 102.2
#> 662 274 70.9 53 -0.044 291 -1.67 193 103.2
#> 663 326 69.3 117 -0.031 265 -2.12 205 101.7
#> 664 266 70.3 70 0.024 118 -7.00 322 98.8
#> 665 345 70.9 56 0.041 76 -5.58 286 99.8
#> 666 235 68.7 151 0.046 61 -9.04 346 96.6
#> 667 194 66.1 286 -0.032 266 -3.89 238 100.2
#> 668 323 72.1 32 -0.016 230 -3.35 232 100.8
#> 669 219 68.5 165 0.019 135 -1.37 187 103.2
#> 670 250 67.1 241 0.048 55 -2.37 215 101.8
#> 671 279 68.6 160 0.100 9 -6.28 304 97.9
#> 672 302 68.3 175 -0.038 279 -0.34 156 103.0
#> 673 294 67.3 232 -0.001 184 -7.49 327 98.6
#> 674 203 65.2 316 -0.105 344 -6.90 319 97.8
#> 675 308 66.9 250 0.033 98 -7.88 331 99.6
#> 676 234 67.8 207 -0.001 185 -9.51 348 98.4
#> 677 273 65.9 294 -0.030 264 -3.08 225 99.6
#> 678 332 72.8 25 0.008 166 0.07 144 103.5
#> 679 282 69.6 100 0.039 81 -10.67 353 96.2
#> 680 277 68.9 140 -0.023 244 -1.35 185 102.2
#> 681 322 70.1 82 0.037 85 -8.46 341 95.1
#> 682 320 69.2 128 0.036 88 -6.31 306 100.4
#> 683 342 69.8 94 -0.044 290 -4.21 244 100.6
#> 684 240 73.4 12 0.038 82 -7.96 332 97.5
#> 685 344 70.8 58 -0.068 321 -3.07 224 100.5
#> 686 339 67.5 223 -0.024 249 -5.43 278 98.9
#> 687 343 71.3 44 -0.082 332 -3.06 223 102.5
#> 688 310 66.9 252 0.025 113 -5.01 265 100.6
#> 689 198 69.7 97 -0.022 241 -5.47 282 98.7
#> 690 346 68.6 164 0.073 22 -4.46 250 99.6
#> 691 328 73.7 10 0.020 129 0.01 147 103.2
#> 692 341 66.9 253 0.005 171 -6.95 321 99.5
#> 693 312 72.1 33 -0.008 206 -4.86 262 100.3
#> 694 314 69.0 136 -0.034 272 -5.97 294 100.5
#> 695 353 68.7 149 0.045 63 -4.80 260 100.1
#> 696 335 67.4 226 0.014 151 -10.23 351 95.9
#> 697 334 67.6 218 -0.016 229 -5.99 295 99.7
#> 698 338 66.4 271 0.035 91 -5.06 266 101.0
#> 699 352 76.1 2 0.002 181 -3.12 227 101.0
#> 700 297 67.7 213 0.014 150 -8.13 337 96.3
#> 701 348 68.3 177 -0.042 288 -3.21 230 100.7
#> 702 333 66.1 283 0.066 34 -6.92 320 99.3
#> 703 347 74.7 5 -0.042 284 -10.56 352 95.0
#> 704 340 69.5 104 -0.014 224 -4.23 246 100.1
#> 705 223 66.1 284 -0.008 207 -4.63 254 98.7
#> 706 288 67.5 221 -0.024 248 -6.40 309 97.6
#> 707 350 70.2 75 -0.015 228 -8.29 339 96.7
#> 708 349 77.1 1 -0.027 254 -6.01 297 97.8
#> 709 329 68.2 186 -0.042 287 -1.74 195 102.0
#> 710 351 69.0 135 -0.029 262 -3.64 235 100.6
#> sos_opp_o_rk sos_opp_d sos_opp_d_rk ncsos_adj_em ncsos_adj_em_rk ncaa_seed
#> 1 70 96.8 74 6.21 112 1
#> 2 64 95.5 44 -2.83 258 1
#> 3 9 95.3 39 2.51 178 1
#> 4 5 94.1 13 10.44 59 1
#> 5 105 96.5 67 2.11 187 2
#> 6 19 94.8 28 6.28 111 6
#> 7 31 94.0 9 -4.90 285 2
#> 8 32 94.9 31 3.82 157 5
#> 9 35 95.3 41 9.45 71 2
#> 10 110 99.4 123 4.81 139 8
#> 11 10 93.7 5 3.47 164 2
#> 12 51 95.7 50 8.12 89 5
#> 13 14 93.9 6 9.87 66 11
#> 14 7 93.9 8 1.24 199 9
#> 15 46 96.0 60 4.42 145 4
#> 16 26 95.4 43 3.72 160 7
#> 17 67 95.7 51 -4.88 283 6
#> 18 49 96.7 73 -4.09 272 3
#> 19 40 97.8 96 0.24 211 4
#> 20 57 96.8 76 10.05 65 6
#> 21 69 95.2 33 -1.27 240 7
#> 22 63 95.6 49 -0.73 230 5
#> 23 45 94.4 20 13.77 29 3
#> 24 66 93.9 7 1.13 202 8
#> 25 16 94.6 22 5.71 122 4
#> 26 54 94.7 23 8.20 85 3
#> 27 25 94.8 29 10.43 60 3
#> 28 60 95.8 53 -0.34 221 5
#> 29 52 95.9 56 -4.01 271 NA
#> 30 97 99.2 117 13.66 31 6
#> 31 101 97.2 82 1.45 198 1
#> 32 92 98.0 103 2.44 180 9
#> 33 18 95.6 47 5.81 121 4
#> 34 21 96.1 62 8.20 87 8
#> 35 34 93.1 2 -1.11 236 10
#> 36 58 96.8 77 5.59 127 NA
#> 37 65 96.0 58 -0.96 233 9
#> 38 3 94.4 19 -5.69 294 10
#> 39 47 95.2 34 1.93 192 8
#> 40 6 92.8 1 11.55 47 NA
#> 41 36 95.2 35 8.88 76 7
#> 42 48 96.5 66 2.09 188 11
#> 43 15 94.5 21 -4.52 278 12
#> 44 29 94.8 27 -5.46 290 NA
#> 45 43 95.3 38 11.60 46 7
#> 46 118 99.7 130 8.20 86 11
#> 47 33 94.4 17 11.39 50 9
#> 48 93 98.0 99 5.66 124 10
#> 49 22 94.0 10 15.29 23 NA
#> 50 13 93.1 3 9.18 72 NA
#> 51 75 97.2 81 -6.82 302 1
#> 52 72 98.2 106 0.63 207 10
#> 53 133 99.1 116 -1.43 244 1
#> 54 41 95.3 40 11.86 44 NA
#> 55 155 100.1 137 -8.21 309 11
#> 56 127 96.2 64 -8.32 310 3
#> 57 17 94.7 25 9.76 67 NA
#> 58 187 101.0 145 4.03 151 12
#> 59 39 96.6 69 7.71 95 NA
#> 60 53 94.7 24 6.37 109 NA
#> 61 114 99.3 121 15.51 20 2
#> 62 12 94.4 18 0.16 214 NA
#> 63 27 95.6 48 4.64 142 12
#> 64 2 94.8 26 -1.03 234 11
#> 65 83 97.9 98 10.89 54 2
#> 66 74 97.6 92 2.03 190 NA
#> 67 81 95.2 36 -1.44 245 4
#> 68 96 96.0 57 13.71 30 11
#> 69 79 96.6 68 -2.94 259 NA
#> 70 137 97.8 95 1.16 201 2
#> 71 56 98.2 105 -6.18 299 3
#> 72 126 98.6 111 6.16 113 13
#> 73 190 106.0 336 5.39 130 NA
#> 74 130 101.7 172 5.90 118 3
#> 75 62 98.0 100 2.91 168 2
#> 76 149 98.9 114 2.76 172 1
#> 77 111 102.3 192 2.40 182 4
#> 78 61 96.8 75 -8.58 312 NA
#> 79 1 93.7 4 -18.34 328 NA
#> 80 50 95.9 54 7.01 103 NA
#> 81 99 100.9 142 1.20 200 13
#> 82 175 100.2 138 -8.57 311 4
#> 83 42 95.6 46 7.66 96 NA
#> 84 287 104.8 300 4.93 137 14
#> 85 24 96.4 65 13.83 28 NA
#> 86 20 94.9 30 9.16 73 NA
#> 87 123 96.7 72 4.29 148 4
#> 88 162 100.1 136 -12.01 320 NA
#> 89 282 105.4 316 -99.00 331 14
#> 90 84 97.6 90 9.71 68 NA
#> 91 132 98.5 108 7.37 98 NA
#> 92 184 101.4 157 0.58 209 NA
#> 93 89 98.5 110 5.87 120 NA
#> 94 108 97.2 84 6.76 105 NA
#> 95 76 95.5 45 -6.05 297 NA
#> 96 151 101.8 173 2.70 173 NA
#> 97 68 97.7 94 -4.78 281 NA
#> 98 283 104.3 272 1.58 195 13
#> 99 166 99.3 120 10.37 61 3
#> 100 85 94.3 16 24.70 1 NA
#> 101 281 105.2 311 4.18 149 12
#> 102 265 101.7 168 -12.09 321 NA
#> 103 211 103.5 238 2.54 177 15
#> 104 73 95.2 37 -3.13 260 NA
#> 105 212 102.4 195 21.28 5 14
#> 106 192 101.8 174 0.78 204 NA
#> 107 167 100.5 141 6.68 107 NA
#> 108 163 102.3 190 -2.78 257 13
#> 109 4 94.1 12 5.60 126 NA
#> 110 298 104.8 299 -5.87 296 NA
#> 111 90 97.2 85 11.37 51 NA
#> 112 104 101.5 159 20.90 7 NA
#> 113 165 102.2 184 8.01 92 NA
#> 114 23 95.1 32 3.18 166 NA
#> 115 94 102.6 202 8.03 90 NA
#> 116 82 96.2 63 9.57 70 NA
#> 117 80 97.6 89 5.11 134 NA
#> 118 180 99.3 122 0.22 212 NA
#> 119 107 99.2 118 8.52 83 NA
#> 120 38 95.4 42 -0.56 227 NA
#> 121 109 96.7 70 -3.27 261 NA
#> 122 240 104.0 264 6.57 108 NA
#> 123 348 200.0 348 -99.00 331 NA
#> 124 44 94.2 14 9.09 74 NA
#> 125 120 101.1 149 22.06 4 15
#> 126 124 98.4 107 2.39 183 NA
#> 127 125 101.6 165 6.31 110 NA
#> 128 128 101.0 147 4.67 140 NA
#> 129 8 94.0 11 11.85 45 NA
#> 130 113 102.0 178 1.52 197 NA
#> 131 156 102.0 179 1.56 196 NA
#> 132 188 101.2 153 3.80 159 NA
#> 133 337 104.3 274 -99.00 331 NA
#> 134 209 103.2 228 16.21 16 14
#> 135 243 104.5 282 -0.64 228 NA
#> 136 160 98.8 113 20.55 8 NA
#> 137 86 97.9 97 -5.63 293 NA
#> 138 55 97.3 86 -7.27 304 NA
#> 139 148 103.1 222 10.84 55 NA
#> 140 77 96.0 59 0.60 208 NA
#> 141 59 95.7 52 -8.60 313 NA
#> 142 144 101.2 154 -4.89 284 NA
#> 143 102 97.0 79 -13.51 324 NA
#> 144 145 97.1 80 -14.54 325 NA
#> 145 143 98.7 112 0.73 205 NA
#> 146 112 99.7 129 6.06 114 NA
#> 147 37 95.9 55 -1.47 247 NA
#> 148 28 96.7 71 12.89 38 NA
#> 149 100 101.6 162 3.81 158 NA
#> 150 252 103.0 218 -3.53 267 NA
#> 151 319 105.7 325 -2.05 250 NA
#> 152 185 100.1 135 5.55 128 NA
#> 153 140 101.7 169 5.01 136 NA
#> 154 230 103.0 219 4.62 144 NA
#> 155 135 98.5 109 -6.89 303 NA
#> 156 174 102.6 208 -3.51 266 NA
#> 157 129 101.9 175 -0.46 222 NA
#> 158 229 103.5 241 -5.75 295 16
#> 159 173 103.1 226 10.69 57 NA
#> 160 191 99.5 127 5.87 119 NA
#> 161 169 105.5 322 8.53 82 NA
#> 162 235 103.8 255 4.66 141 NA
#> 163 121 98.0 101 14.82 25 NA
#> 164 197 101.1 151 -11.70 318 NA
#> 165 348 200.0 348 -99.00 331 NA
#> 166 316 103.5 240 7.37 99 NA
#> 167 266 104.0 263 7.14 102 NA
#> 168 119 102.2 183 15.12 24 NA
#> 169 122 106.0 335 20.35 9 15
#> 170 98 96.1 61 2.23 185 NA
#> 171 11 94.3 15 4.15 150 NA
#> 172 301 103.4 235 -3.40 264 NA
#> 173 280 104.7 295 -3.47 265 NA
#> 174 272 105.2 309 -7.97 307 NA
#> 175 30 96.9 78 -17.91 327 NA
#> 176 150 99.0 115 13.13 33 NA
#> 177 236 103.0 220 -0.26 220 NA
#> 178 312 103.9 260 -0.54 225 15
#> 179 274 104.8 301 -13.04 322 NA
#> 180 255 103.1 223 15.53 19 NA
#> 181 232 102.7 209 -0.22 218 NA
#> 182 260 104.2 268 12.76 41 NA
#> 183 305 104.6 289 -7.87 306 NA
#> 184 348 200.0 348 -99.00 331 NA
#> 185 314 105.9 328 4.63 143 NA
#> 186 332 104.0 262 -99.00 331 NA
#> 187 220 101.1 150 -99.00 331 NA
#> 188 207 99.7 131 -11.86 319 NA
#> 189 136 102.1 181 19.82 10 NA
#> 190 223 102.9 216 5.15 133 NA
#> 191 142 99.9 132 -99.00 331 NA
#> 192 147 99.7 128 -4.30 274 NA
#> 193 106 99.4 124 5.09 135 NA
#> 194 289 104.3 275 -0.17 217 16
#> 195 71 97.3 87 9.58 69 NA
#> 196 304 105.6 323 8.56 80 NA
#> 197 172 104.5 286 2.78 171 NA
#> 198 116 100.1 134 1.99 191 NA
#> 199 176 102.6 207 12.48 43 NA
#> 200 134 97.6 93 5.97 116 NA
#> 201 257 104.1 267 -1.65 248 NA
#> 202 78 97.2 83 15.47 21 NA
#> 203 141 103.2 229 11.29 52 NA
#> 204 170 99.5 125 -4.40 276 NA
#> 205 206 103.7 249 -4.32 275 NA
#> 206 205 105.0 306 3.87 154 NA
#> 207 196 103.6 243 5.66 123 NA
#> 208 341 103.2 230 14.62 27 16
#> 209 222 102.7 210 -0.67 229 NA
#> 210 318 105.2 310 -0.76 231 16
#> 211 292 104.3 271 -1.81 249 NA
#> 212 254 103.3 231 5.52 129 16
#> 213 189 103.9 259 -1.33 242 NA
#> 214 218 106.3 339 -99.00 331 NA
#> 215 307 103.9 258 -1.46 246 NA
#> 216 216 104.1 265 0.69 206 NA
#> 217 290 102.3 189 -1.13 238 NA
#> 218 154 101.6 167 -10.53 317 NA
#> 219 348 200.0 348 -99.00 331 NA
#> 220 348 200.0 348 -99.00 331 NA
#> 221 115 103.1 227 19.69 12 NA
#> 222 311 104.6 294 3.94 153 NA
#> 223 340 104.3 273 0.09 215 NA
#> 224 320 106.4 340 19.76 11 NA
#> 225 219 105.9 330 -2.15 252 NA
#> 226 330 103.1 224 -3.73 268 NA
#> 227 269 99.2 119 -6.36 300 NA
#> 228 245 102.9 215 14.75 26 NA
#> 229 278 104.2 269 -8.93 314 NA
#> 230 259 102.1 182 12.68 42 NA
#> 231 159 98.0 102 6.01 115 NA
#> 232 225 103.6 245 2.49 179 NA
#> 233 221 103.8 252 8.03 91 NA
#> 234 194 101.5 160 -4.60 280 NA
#> 235 346 107.2 345 7.32 100 NA
#> 236 262 103.3 232 2.20 186 NA
#> 237 285 105.9 329 11.14 53 16
#> 238 263 103.8 254 3.14 167 NA
#> 239 275 102.6 203 3.86 155 NA
#> 240 297 103.4 236 -3.88 270 NA
#> 241 146 102.5 197 -3.78 269 NA
#> 242 199 101.7 171 4.92 138 NA
#> 243 267 104.6 291 8.22 84 NA
#> 244 286 104.9 303 -4.57 279 NA
#> 245 234 103.6 242 10.17 63 NA
#> 246 214 106.0 337 -9.99 315 NA
#> 247 253 104.5 285 1.92 193 NA
#> 248 264 104.7 297 -2.07 251 NA
#> 249 348 200.0 348 -99.00 331 NA
#> 250 335 102.2 185 10.14 64 NA
#> 251 339 101.6 161 -99.00 331 NA
#> 252 284 103.0 221 8.54 81 NA
#> 253 276 102.5 196 12.89 37 NA
#> 254 178 102.5 199 4.37 147 NA
#> 255 203 102.3 191 -1.35 243 NA
#> 256 208 101.0 146 -5.63 292 NA
#> 257 177 104.3 278 13.51 32 NA
#> 258 237 103.6 244 5.63 125 NA
#> 259 202 101.3 155 3.97 152 NA
#> 260 195 104.6 293 -99.00 331 NA
#> 261 213 101.2 152 11.46 49 NA
#> 262 333 105.4 318 -99.00 331 NA
#> 263 210 104.5 288 -15.79 326 NA
#> 264 157 101.3 156 -3.32 262 NA
#> 265 343 106.2 338 13.02 36 NA
#> 266 328 104.5 287 -13.45 323 NA
#> 267 239 102.5 200 -99.00 331 NA
#> 268 327 103.6 246 -4.42 277 NA
#> 269 270 104.3 277 -0.50 224 NA
#> 270 258 103.7 250 -1.33 241 NA
#> 271 313 107.4 346 -99.00 331 NA
#> 272 152 103.3 233 5.95 117 NA
#> 273 251 105.3 313 2.80 170 NA
#> 274 95 102.1 180 5.17 132 NA
#> 275 348 200.0 348 -99.00 331 NA
#> 276 273 106.7 341 -99.00 331 NA
#> 277 302 105.0 307 13.05 35 NA
#> 278 303 106.8 342 2.41 181 NA
#> 279 295 105.1 308 -5.02 286 NA
#> 280 204 105.9 333 -19.28 329 NA
#> 281 164 102.6 205 -6.06 298 NA
#> 282 277 103.4 237 -1.17 239 NA
#> 283 321 102.8 212 2.87 169 NA
#> 284 271 104.6 292 0.18 213 NA
#> 285 324 104.9 302 -5.16 287 NA
#> 286 348 200.0 348 -99.00 331 NA
#> 287 308 107.6 347 -99.00 331 NA
#> 288 198 105.8 327 -1.09 235 NA
#> 289 87 101.6 164 18.07 13 NA
#> 290 158 104.7 298 -0.24 219 NA
#> 291 226 104.0 261 7.19 101 NA
#> 292 217 102.2 187 -7.66 305 NA
#> 293 256 104.9 305 -4.87 282 NA
#> 294 139 101.0 148 -4.14 273 NA
#> 295 300 103.1 225 -0.50 223 NA
#> 296 279 103.3 234 -2.77 256 NA
#> 297 247 102.5 201 4.38 146 NA
#> 298 201 102.9 214 8.63 78 NA
#> 299 299 104.9 304 3.84 156 NA
#> 300 153 101.9 176 10.20 62 NA
#> 301 329 105.7 326 -6.68 301 NA
#> 302 179 103.8 257 0.32 210 NA
#> 303 131 105.3 315 8.17 88 NA
#> 304 215 104.5 283 -99.00 331 NA
#> 305 231 102.0 177 3.59 162 NA
#> 306 193 99.9 133 0.99 203 NA
#> 307 288 103.5 239 2.64 176 NA
#> 308 345 105.9 331 17.22 14 NA
#> 309 331 102.2 186 -0.56 226 NA
#> 310 103 99.5 126 -99.00 331 NA
#> 311 242 104.6 290 2.66 175 NA
#> 312 268 105.4 320 13.07 34 NA
#> 313 200 102.2 188 10.77 56 NA
#> 314 168 104.7 296 -1.12 237 NA
#> 315 334 103.8 256 -19.54 330 NA
#> 316 326 101.4 158 10.52 58 NA
#> 317 238 104.5 284 15.36 22 NA
#> 318 342 104.4 281 8.61 79 NA
#> 319 171 101.7 170 12.79 40 NA
#> 320 248 104.3 276 -2.67 255 NA
#> 321 88 97.6 91 3.26 165 NA
#> 322 250 103.0 217 7.84 93 NA
#> 323 228 103.8 251 3.48 163 NA
#> 324 317 105.4 319 22.79 2 NA
#> 325 309 102.4 194 -8.19 308 NA
#> 326 293 105.6 324 -10.52 316 NA
#> 327 306 106.0 334 -3.36 263 NA
#> 328 227 103.7 248 -2.47 254 NA
#> 329 181 100.2 139 -0.10 216 NA
#> 330 336 102.6 206 12.85 39 NA
#> 331 186 101.0 144 21.14 6 NA
#> 332 138 100.3 140 -2.18 253 NA
#> 333 161 98.1 104 2.69 174 NA
#> 334 241 106.8 343 -99.00 331 NA
#> 335 183 104.4 280 8.80 77 NA
#> 336 261 105.4 317 5.34 131 NA
#> 337 117 102.4 193 -5.23 288 NA
#> 338 224 104.4 279 -5.27 289 NA
#> 339 246 104.1 266 1.74 194 NA
#> 340 323 106.8 344 6.78 104 NA
#> 341 249 103.6 247 11.53 48 NA
#> 342 338 104.2 270 22.33 3 NA
#> 343 315 105.3 314 7.53 97 NA
#> 344 291 102.7 211 3.71 161 NA
#> 345 294 105.2 312 7.82 94 NA
#> 346 244 101.6 166 6.69 106 NA
#> 347 233 103.8 253 -0.86 232 NA
#> 348 344 105.4 321 -5.52 291 NA
#> 349 348 200.0 348 -99.00 331 NA
#> 350 182 102.5 198 15.56 18 NA
#> 351 325 100.9 143 15.77 17 NA
#> 352 296 102.6 204 2.33 184 NA
#> 353 310 102.8 213 2.06 189 NA
#> 354 347 105.9 332 -99.00 331 NA
#> 355 348 200.0 348 -99.00 331 NA
#> 356 91 97.6 88 9.06 75 NA
#> 357 322 101.6 163 16.42 15 NA
#> 358 26 94.7 1 9.58 10 1
#> 359 115 101.0 99 -2.09 245 1
#> 360 39 96.2 11 1.38 132 1
#> 361 103 101.3 105 -0.74 203 1
#> 362 53 98.7 58 2.60 85 3
#> 363 76 102.3 136 -1.80 239 2
#> 364 5 96.5 14 1.83 109 3
#> 365 15 96.9 20 -1.31 225 5
#> 366 75 98.2 48 -1.09 216 4
#> 367 27 95.9 8 5.80 32 6
#> 368 16 96.6 15 -0.44 192 3
#> 369 18 97.2 22 2.69 81 2
#> 370 49 100.0 86 7.40 20 5
#> 371 99 97.9 38 2.56 88 7
#> 372 44 98.4 53 1.22 140 2
#> 373 1 97.4 27 2.00 105 6
#> 374 62 97.4 30 4.11 54 4
#> 375 10 97.3 25 4.22 51 2
#> 376 38 98.8 62 2.41 92 7
#> 377 7 96.9 19 4.86 41 3
#> 378 51 97.3 24 -3.87 296 10
#> 379 2 96.9 21 1.61 120 4
#> 380 3 96.3 13 2.40 93 6
#> 381 6 96.3 12 2.78 77 NA
#> 382 22 97.4 28 1.07 144 5
#> 383 11 97.4 29 -4.20 304 6
#> 384 4 96.2 10 2.88 76 NA
#> 385 25 97.5 32 -4.44 309 9
#> 386 57 99.6 78 -0.87 207 4
#> 387 20 97.3 26 -5.83 333 7
#> 388 21 96.9 18 2.13 100 9
#> 389 19 98.9 67 6.92 23 9
#> 390 32 100.3 90 1.38 133 5
#> 391 8 97.6 35 -0.60 198 10
#> 392 66 98.0 43 2.77 78 8
#> 393 24 95.3 3 5.86 30 10
#> 394 61 98.6 55 2.01 103 8
#> 395 70 100.9 97 -0.32 188 8
#> 396 109 98.9 66 -1.25 223 11
#> 397 37 97.8 37 -1.12 217 8
#> 398 81 101.9 122 1.55 124 11
#> 399 63 98.7 57 -3.70 292 7
#> 400 101 99.2 71 -4.02 301 NA
#> 401 94 97.9 39 3.60 64 12
#> 402 9 98.4 52 1.74 112 NA
#> 403 98 102.4 142 -0.95 211 11
#> 404 36 100.2 88 1.28 136 NA
#> 405 50 99.7 83 0.07 178 NA
#> 406 146 101.6 114 1.26 138 NA
#> 407 73 98.3 50 -2.93 271 11
#> 408 65 98.9 64 -1.28 224 NA
#> 409 124 98.6 54 -1.69 233 NA
#> 410 28 95.8 5 4.17 53 NA
#> 411 72 97.8 36 1.03 148 NA
#> 412 78 98.8 63 -1.48 229 9
#> 413 129 105.0 273 -0.64 199 11
#> 414 85 99.9 84 -8.69 348 NA
#> 415 179 101.9 120 3.64 63 12
#> 416 91 99.7 81 -2.18 247 NA
#> 417 33 99.1 69 3.96 59 NA
#> 418 35 96.8 17 -0.30 187 NA
#> 419 125 101.2 101 -1.72 236 NA
#> 420 41 98.1 47 2.65 82 10
#> 421 31 97.6 34 4.04 58 NA
#> 422 79 100.4 92 4.07 57 NA
#> 423 46 98.0 42 -5.52 328 NA
#> 424 14 97.2 23 1.50 126 NA
#> 425 47 98.1 45 2.75 79 NA
#> 426 68 99.3 72 -0.56 196 NA
#> 427 122 99.5 74 2.91 74 NA
#> 428 206 103.3 187 -4.54 312 NA
#> 429 45 98.1 46 -1.70 235 NA
#> 430 102 100.6 94 -1.01 213 NA
#> 431 92 101.5 110 -1.43 226 NA
#> 432 229 103.4 193 1.74 113 NA
#> 433 319 104.2 234 1.80 110 13
#> 434 152 100.6 93 6.11 28 13
#> 435 67 98.3 49 -0.73 202 11
#> 436 331 107.3 347 -5.13 322 12
#> 437 116 100.3 89 -4.68 315 NA
#> 438 132 103.8 207 1.74 114 NA
#> 439 224 102.5 151 -1.88 242 13
#> 440 82 100.7 95 1.32 135 NA
#> 441 17 97.5 33 7.39 21 NA
#> 442 97 101.6 115 2.00 104 NA
#> 443 64 95.9 6 -1.05 214 NA
#> 444 90 99.5 76 -5.88 334 NA
#> 445 169 99.6 80 -4.81 317 NA
#> 446 30 95.2 2 2.61 84 NA
#> 447 40 95.5 4 1.48 127 NA
#> 448 284 104.6 254 1.26 139 13
#> 449 168 104.0 224 -1.46 228 NA
#> 450 184 102.7 162 0.28 173 NA
#> 451 12 98.0 41 -2.38 252 NA
#> 452 138 102.3 137 -5.04 320 NA
#> 453 34 98.7 59 1.66 117 NA
#> 454 52 98.8 61 0.12 175 NA
#> 455 89 100.9 96 1.02 150 NA
#> 456 93 101.5 112 1.71 115 NA
#> 457 325 106.7 337 0.55 162 12
#> 458 153 102.6 155 -3.32 281 NA
#> 459 48 99.5 77 -3.68 291 NA
#> 460 55 97.4 31 0.91 153 NA
#> 461 43 96.8 16 1.07 145 NA
#> 462 74 99.0 68 -9.83 351 NA
#> 463 230 103.4 192 2.91 75 14
#> 464 209 102.2 129 -4.10 303 14
#> 465 228 105.5 295 -4.39 308 14
#> 466 314 106.0 315 -2.73 262 14
#> 467 186 102.9 168 0.30 168 NA
#> 468 71 98.1 44 -4.01 300 NA
#> 469 193 105.7 308 -1.84 240 15
#> 470 161 101.4 106 1.02 149 NA
#> 471 29 98.8 60 2.26 98 NA
#> 472 86 98.6 56 2.93 73 NA
#> 473 226 103.4 190 -4.52 311 NA
#> 474 118 100.1 87 -3.56 286 NA
#> 475 246 106.7 341 -0.89 209 NA
#> 476 242 105.5 291 -3.54 285 NA
#> 477 190 103.2 179 -7.90 346 NA
#> 478 127 102.2 132 -1.22 222 NA
#> 479 110 101.5 108 2.74 80 NA
#> 480 147 101.3 104 -0.71 200 NA
#> 481 185 103.5 197 3.14 71 15
#> 482 117 98.9 65 -2.74 263 NA
#> 483 142 102.2 130 4.84 42 NA
#> 484 112 99.1 70 -8.19 347 NA
#> 485 178 103.4 191 -3.61 289 NA
#> 486 180 102.7 156 1.35 134 15
#> 487 87 102.4 141 11.60 8 NA
#> 488 60 99.7 82 -3.20 278 NA
#> 489 23 95.9 7 -2.56 258 NA
#> 490 286 106.5 332 -5.49 327 NA
#> 491 133 103.3 181 1.11 142 NA
#> 492 95 104.9 268 12.03 6 NA
#> 493 311 106.8 342 -5.57 329 NA
#> 494 177 103.1 174 5.25 35 NA
#> 495 80 103.5 198 -3.24 280 NA
#> 496 96 101.1 100 0.30 170 NA
#> 497 274 107.9 351 3.54 65 16
#> 498 148 102.1 128 3.20 70 NA
#> 499 181 105.6 297 -2.89 269 NA
#> 500 139 103.0 169 0.60 160 NA
#> 501 267 105.2 279 -0.21 185 15
#> 502 329 103.7 205 0.29 171 16
#> 503 128 101.6 116 0.08 177 NA
#> 504 210 103.3 188 -3.57 287 NA
#> 505 155 103.1 172 -1.49 230 NA
#> 506 212 102.4 145 -4.61 314 NA
#> 507 200 102.4 143 0.27 174 NA
#> 508 202 103.6 199 -11.52 352 NA
#> 509 219 102.8 165 -2.00 243 NA
#> 510 42 98.3 51 1.84 108 NA
#> 511 163 103.3 185 -1.80 238 NA
#> 512 182 103.1 171 -0.54 195 NA
#> 513 171 103.2 177 -1.67 232 NA
#> 514 77 102.3 138 0.40 165 NA
#> 515 149 104.7 259 0.97 151 NA
#> 516 245 105.6 300 0.04 180 16
#> 517 266 104.7 258 -2.90 270 NA
#> 518 189 103.8 206 2.51 91 NA
#> 519 13 96.1 9 -1.05 215 NA
#> 520 134 102.5 147 -5.30 324 NA
#> 521 183 103.3 189 -5.42 326 NA
#> 522 111 99.4 73 1.15 141 NA
#> 523 277 104.1 228 6.98 22 NA
#> 524 173 102.9 167 -1.18 219 NA
#> 525 165 102.5 149 -2.44 254 NA
#> 526 58 100.0 85 -5.62 330 NA
#> 527 135 104.2 233 3.69 62 NA
#> 528 167 102.2 133 1.39 131 NA
#> 529 264 105.4 284 3.47 67 NA
#> 530 217 103.3 184 0.30 169 NA
#> 531 160 102.0 125 -6.46 341 NA
#> 532 126 102.4 146 1.61 121 NA
#> 533 312 105.9 314 0.03 181 NA
#> 534 221 105.4 286 -2.78 268 NA
#> 535 140 102.5 148 -3.73 293 NA
#> 536 56 97.9 40 -1.74 237 NA
#> 537 222 105.6 299 -5.78 332 NA
#> 538 136 101.5 109 -3.54 284 NA
#> 539 204 104.0 220 -5.93 335 NA
#> 540 201 104.1 230 -0.32 189 NA
#> 541 292 106.6 335 5.58 33 NA
#> 542 137 99.6 79 -5.36 325 NA
#> 543 238 106.8 343 7.52 19 NA
#> 544 330 103.6 202 -0.94 210 NA
#> 545 199 102.4 140 1.55 125 NA
#> 546 259 102.6 154 -5.65 331 NA
#> 547 166 102.6 152 -3.87 295 NA
#> 548 223 102.7 163 -3.81 294 NA
#> 549 305 103.8 211 1.61 119 NA
#> 550 269 106.2 322 11.95 7 NA
#> 551 307 105.1 276 -3.63 290 NA
#> 552 175 105.3 283 -1.14 218 NA
#> 553 106 102.2 135 3.13 72 NA
#> 554 105 101.5 111 -3.00 273 NA
#> 555 194 104.0 221 -4.91 319 NA
#> 556 208 102.6 153 -0.86 206 NA
#> 557 302 106.5 333 -3.97 298 NA
#> 558 320 103.9 217 -1.21 221 NA
#> 559 326 106.2 323 -6.96 344 NA
#> 560 255 106.2 324 -3.00 274 NA
#> 561 258 104.9 267 -0.51 193 NA
#> 562 231 102.7 161 -2.54 256 NA
#> 563 159 102.8 166 -0.17 183 NA
#> 564 279 106.1 319 1.65 118 16
#> 565 237 105.4 287 -3.06 275 NA
#> 566 83 101.6 113 -2.23 249 NA
#> 567 211 101.3 103 1.42 128 NA
#> 568 251 105.2 281 -3.90 297 NA
#> 569 257 105.9 312 4.54 47 NA
#> 570 348 104.3 243 9.36 11 16
#> 571 260 104.8 265 -2.76 267 NA
#> 572 191 103.9 216 0.29 172 NA
#> 573 144 102.0 126 1.94 107 NA
#> 574 215 100.3 91 -9.14 350 NA
#> 575 227 106.7 340 6.08 29 NA
#> 576 104 104.3 238 4.54 48 NA
#> 577 113 101.7 117 0.47 164 NA
#> 578 328 103.5 195 0.72 155 NA
#> 579 157 103.8 210 0.73 154 NA
#> 580 236 103.8 214 5.00 39 NA
#> 581 214 102.8 164 -2.12 246 NA
#> 582 241 103.2 180 0.63 159 NA
#> 583 145 103.0 170 -1.69 234 NA
#> 584 285 105.4 289 0.40 166 NA
#> 585 233 106.1 316 -2.99 272 NA
#> 586 158 102.7 158 -3.35 282 NA
#> 587 69 101.0 98 1.42 130 NA
#> 588 100 103.8 212 6.91 24 NA
#> 589 271 105.4 285 -2.75 266 NA
#> 590 150 103.2 178 4.63 46 NA
#> 591 317 105.5 293 -2.20 248 NA
#> 592 195 105.5 294 2.57 86 NA
#> 593 261 106.3 327 2.31 96 NA
#> 594 154 102.1 127 -1.46 227 NA
#> 595 313 107.7 350 -6.08 337 NA
#> 596 220 104.6 255 3.71 61 NA
#> 597 282 105.2 280 -2.41 253 NA
#> 598 197 101.5 107 -6.19 339 NA
#> 599 205 104.8 263 2.63 83 NA
#> 600 303 105.7 303 -5.11 321 NA
#> 601 196 104.3 241 -1.01 212 NA
#> 602 225 103.8 208 -13.52 353 NA
#> 603 59 101.9 121 -3.15 277 NA
#> 604 270 103.8 213 2.56 87 NA
#> 605 306 105.0 275 -3.57 288 NA
#> 606 216 104.7 261 4.75 43 NA
#> 607 345 105.0 272 6.45 26 NA
#> 608 332 104.5 251 -6.81 343 NA
#> 609 123 102.5 150 1.79 111 NA
#> 610 235 104.7 256 -0.71 201 NA
#> 611 343 106.6 334 2.04 102 NA
#> 612 281 105.2 277 -4.06 302 NA
#> 613 280 104.0 219 -0.17 184 NA
#> 614 174 104.5 250 -6.37 340 NA
#> 615 308 103.5 196 -0.87 208 NA
#> 616 297 105.8 309 -0.38 191 NA
#> 617 84 99.5 75 4.70 45 NA
#> 618 107 106.5 331 -2.54 255 NA
#> 619 293 107.6 349 -4.59 313 NA
#> 620 218 103.3 183 2.33 95 NA
#> 621 272 106.7 336 -6.73 342 NA
#> 622 310 104.4 247 -2.57 259 NA
#> 623 192 105.4 290 2.55 89 NA
#> 624 263 106.4 328 -0.08 182 NA
#> 625 275 106.7 338 -7.30 345 NA
#> 626 323 104.3 239 -4.38 307 NA
#> 627 268 107.2 346 5.85 31 NA
#> 628 248 105.7 305 -3.09 276 NA
#> 629 340 106.3 326 6.55 25 16
#> 630 162 102.2 134 5.18 36 NA
#> 631 203 101.8 119 -0.27 186 NA
#> 632 336 104.0 223 -5.29 323 NA
#> 633 304 105.9 313 7.69 17 NA
#> 634 170 104.3 244 1.10 143 NA
#> 635 338 103.1 175 14.38 2 NA
#> 636 88 102.2 131 9.01 13 NA
#> 637 273 105.3 282 1.05 146 NA
#> 638 341 104.9 271 7.60 18 NA
#> 639 309 104.7 257 -4.51 310 NA
#> 640 188 104.0 222 12.93 4 NA
#> 641 296 104.9 266 0.59 161 NA
#> 642 316 106.9 345 -2.74 265 NA
#> 643 108 102.0 124 -4.31 305 NA
#> 644 342 105.7 307 4.11 55 NA
#> 645 299 104.8 262 -2.55 257 NA
#> 646 298 104.3 245 3.47 66 NA
#> 647 54 101.3 102 2.30 97 NA
#> 648 156 102.7 159 4.22 52 NA
#> 649 350 105.7 306 1.58 122 NA
#> 650 164 103.1 173 -2.74 264 NA
#> 651 131 102.7 157 -4.81 318 NA
#> 652 143 101.7 118 4.27 50 NA
#> 653 249 104.5 252 0.65 158 NA
#> 654 141 101.9 123 7.78 16 NA
#> 655 278 105.8 310 -2.64 261 NA
#> 656 213 102.4 144 -2.23 250 NA
#> 657 300 102.3 139 3.87 60 NA
#> 658 287 104.2 235 -1.19 220 NA
#> 659 295 108.8 353 -3.42 283 NA
#> 660 290 106.2 321 0.37 167 NA
#> 661 176 104.4 248 5.40 34 NA
#> 662 119 104.9 269 -0.59 197 NA
#> 663 207 103.8 209 4.31 49 NA
#> 664 318 105.8 311 -5.94 336 NA
#> 665 276 105.4 288 1.66 116 NA
#> 666 346 105.6 301 5.03 38 NA
#> 667 256 104.1 225 1.03 147 NA
#> 668 239 104.1 231 -3.99 299 NA
#> 669 120 104.5 253 1.96 106 NA
#> 670 198 104.1 232 3.41 69 NA
#> 671 333 104.2 237 8.42 14 NA
#> 672 130 103.3 186 6.25 27 NA
#> 673 324 106.1 318 -4.35 306 NA
#> 674 335 104.7 260 -8.93 349 NA
#> 675 291 107.5 348 0.67 157 NA
#> 676 327 107.9 352 -6.18 338 NA
#> 677 288 102.7 160 0.48 163 NA
#> 678 114 103.4 194 0.08 176 NA
#> 679 349 106.9 344 -0.52 194 NA
#> 680 172 103.6 201 -1.61 231 NA
#> 681 352 103.6 200 9.06 12 NA
#> 682 253 106.7 339 1.57 123 NA
#> 683 243 104.8 264 15.78 1 NA
#> 684 339 105.5 292 2.53 90 NA
#> 685 250 103.6 203 1.27 137 NA
#> 686 315 104.4 246 2.13 99 NA
#> 687 151 105.5 296 -4.75 316 NA
#> 688 247 105.6 302 2.09 101 NA
#> 689 321 104.2 236 10.67 9 NA
#> 690 289 104.1 227 -1.86 241 NA
#> 691 121 103.1 176 -2.59 260 NA
#> 692 294 106.4 329 -2.03 244 NA
#> 693 254 105.2 278 4.94 40 NA
#> 694 252 106.5 330 -0.36 190 NA
#> 695 262 104.9 270 4.71 44 NA
#> 696 351 106.1 320 0.68 156 NA
#> 697 283 105.7 304 -0.78 205 NA
#> 698 232 106.1 317 3.44 68 NA
#> 699 234 104.1 229 13.24 3 NA
#> 700 347 104.5 249 2.36 94 NA
#> 701 240 103.9 218 0.04 179 NA
#> 702 301 106.3 325 -2.27 251 NA
#> 703 353 105.6 298 -3.21 279 NA
#> 704 265 104.3 242 1.42 129 NA
#> 705 322 103.3 182 12.03 5 NA
#> 706 337 104.1 226 7.78 15 NA
#> 707 344 105.0 274 0.96 152 NA
#> 708 334 103.9 215 5.14 37 NA
#> 709 187 103.7 204 4.10 56 NA
#> 710 244 104.3 240 -0.75 204 NA
# }