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Get KenPom's program ratings

Usage

kp_program_ratings()

Value

A data frame with 17 columns:

col_nametypesdescription
rknumericRk.
teamcharacterTeam-side label or team identifier.
confcharactercharacter.
rtgnumericRtg.
best_rknumericBest rk.
best_yrnumericBest yr.
worst_rknumericWorst rk.
worst_yrnumericWorst yr.
kp_mediannumericKp median.
top10numericTop10.
top25numericTop25.
top50numericTop50.
chnumericCh.
f4numericF4.
s16numericS16.
r1numericR1.
chgnumericChg.

Examples

# \donttest{
  try(kp_program_ratings())
#>      rk                   team conf    rtg best_rk best_yr worst_rk worst_yr
#> 1     1                   Duke  ACC  44.95       1    2025       36     2021
#> 2     2               Kentucky  SEC  40.82       1    2015       78     2008
#> 3     3                 Kansas  B12  40.04       1    2020       27     2024
#> 4     4         North Carolina  ACC  36.11       1    2009      137     2002
#> 5     5                Arizona  B12  35.12       2    2026       94     2019
#> 6     6                Florida  SEC  32.42       1    2006      106     1997
#> 7     7           Michigan St.  B10  32.34       1    2000       64     2021
#> 8     8            Connecticut   BE  31.34       1    2024      179     2018
#> 9     9                  Texas  SEC  30.64       3    2006      117     1998
#> 10   10                   UCLA  B10  30.29       3    2023      144     2004
#> 11   11                Gonzaga  P12  28.22       1    2022      149     1997
#> 12   12              Villanova   BE  28.16       1    2018       91     1998
#> 13   13               Michigan  B10  27.45       1    2026      146     2001
#> 14   14              Tennessee  SEC  27.22       5    2025      158     1997
#> 15   15             Louisville  ACC  27.06       1    2014      290     2023
#> 16   16               Ohio St.  B10  26.90       1    2011      154     1998
#> 17   17                 Baylor  B12  26.58       2    2021      236     2005
#> 18   18                Alabama  SEC  26.30       4    2023      100     2009
#> 19   19               Illinois  B10  26.07       2    2005      125     2016
#> 20   20                Indiana  B10  25.43       3    2013      209     2009
#> 21   21               Maryland  B10  25.23       3    2002      134     2012
#> 22   22                 Purdue  B10  24.75       3    2024      155     2006
#> 23   23              Wisconsin  B10  24.14       2    2015       94     1998
#> 24   24               Syracuse  ACC  23.76       3    2010      118     2023
#> 25   25                 Oregon  B10  23.41       9    2002      159     2009
#> 26   26               Oklahoma  SEC  23.00       5    2002      144     2011
#> 27   27               Arkansas  SEC  22.20      18    2026      134     2003
#> 28   28               Virginia  ACC  21.80       1    2019      106     2025
#> 29   29                 Auburn  SEC  21.49       4    2025      234     2011
#> 30   30             Cincinnati  B12  21.47       2    2002      141     2007
#> 31   31                Houston  B12  21.39       2    2025      229     1998
#> 32   32                    USC  B10  20.94       6    2021      220     2012
#> 33   33           Oklahoma St.  B12  20.77       4    2004      117     2024
#> 34   34               Iowa St.  B12  20.64       7    2026      171     2021
#> 35   35          West Virginia  B12  20.37       5    2010      192     2002
#> 36   36                    LSU  SEC  20.29      11    2006      232     2011
#> 37   37              Marquette   BE  19.91      10    2023      111     1999
#> 38   38            Florida St.  ACC  19.55      14    2019      205     2023
#> 39   39               Miami FL  ACC  19.46      13    2013      193     2025
#> 40   40             Texas Tech  B12  19.44       5    2019      239     2013
#> 41   41             Washington  B10  19.05      14    2005      181     2001
#> 42   42                Memphis Amer  18.92       2    2008      161     2018
#> 43   43                 Xavier   BE  18.92      12    1998       94     2026
#> 44   44             N.C. State  ACC  18.84       9    2004      128     2022
#> 45   45              Texas A&M  SEC  18.81       7    2007      213     2002
#> 46   46             Georgetown   BE  18.73       4    2007      219     2023
#> 47   47              Creighton   BE  18.69      11    2024      116     2010
#> 48   48        Mississippi St.  SEC  18.63      14    2004      256     2013
#> 49   49                    BYU  B12  18.52      10    2010      280     1997
#> 50   50                   Iowa  B10  18.30       7    2021      174     2010
#> 51   51               Missouri  SEC  17.53       6    2009      192     2015
#> 52   52               Stanford  ACC  17.30       2    2001      112     2019
#> 53   53             Pittsburgh  ACC  17.15       3    2009      227     2018
#> 54   54             Kansas St.  B12  17.14       6    2010      161     2000
#> 55   55             St. John's   BE  16.59       7    1999      211     2016
#> 56   56             Notre Dame  ACC  16.49       9    2015      166     2023
#> 57   57            Arizona St.  B12  16.36      15    2009      230     2012
#> 58   58             Vanderbilt  SEC  16.13      11    2026      183     2024
#> 59   59             Providence   BE  16.03      24    2004      162     2000
#> 60   60                Georgia  SEC  15.64      16    2003      219     2022
#> 61   61            Mississippi  SEC  15.55      17    1998      147     2006
#> 62   62                Clemson  ACC  15.51      11    1997      164     2000
#> 63   63         South Carolina  SEC  14.87      19    2006      221     2023
#> 64   64          San Diego St.  P12  14.86       6    2020      275     1999
#> 65   65            Wake Forest  ACC  14.71       5    1997      259     2011
#> 66   66                 Butler   BE  14.62      12    2010      145     2005
#> 67   67           Georgia Tech  ACC  14.47       8    2004      174     2012
#> 68   68                   Utah  B12  14.33       7    1998      302     2012
#> 69   69              Minnesota  B10  14.21       3    1997      216     2023
#> 70   70               Colorado  B12  13.94       8    2021      216     2007
#> 71   71             Seton Hall   BE  12.93      20    2020      204     2025
#> 72   72          Virginia Tech  ACC  12.91      13    2019      234     2001
#> 73   73               Nebraska  B10  12.57      16    2026      162     2020
#> 74   74               Penn St.  B10  12.54      19    2018      227     2004
#> 75   75                    TCU  B12  12.51      18    1998      265     2013
#> 76   76                Rutgers  B10  11.51      28    2020      279     2016
#> 77   77             California  ACC  11.37      14    2010      270     2023
#> 78   78           Northwestern  B10  11.25      38    2023      257     2000
#> 79   79                    VCU  A10  11.11      18    2013      218     1998
#> 80   80               Utah St.  P12  11.11      21    2005      141     1999
#> 81   81                    SMU  ACC  10.98      11    2017      283     2008
#> 82   82           Saint Mary's  WCC  10.79      13    2023      315     2001
#> 83   83                 Dayton  A10  10.17       4    2020      172     2018
#> 84   84                   UNLV  MWC   9.63      29    2011      248     2017
#> 85   85            Wichita St. Amer   9.13       6    2014      189     2001
#> 86   86                    UCF  B12   8.77      34    2019      300     1997
#> 87   87              Boise St.  P12   8.48      37    2023      214     2005
#> 88   88           Colorado St.  P12   7.59      22    2013      265     2008
#> 89   89             New Mexico  MWC   7.49      20    2012      294     2021
#> 90   90         Boston College  ACC   7.45      12    2001      261     2012
#> 91   91                 Nevada  MWC   7.36      20    2004      270     2015
#> 92   92         Washington St.  P12   7.35      10    2008      216     2002
#> 93   93                 Temple Amer   6.49       4    2000      181     2024
#> 94   94                 DePaul   BE   6.37      30    2000      304     2024
#> 95   95            Saint Louis  A10   6.00      14    2012      289     2015
#> 96   96               Davidson  A10   5.76      11    2008      232     2001
#> 97   97             Oregon St.  P12   5.59      43    2021      264     2017
#> 98   98                    UAB Amer   5.23      46    2004      196     2017
#> 99   99         Saint Joseph's  A10   5.14       3    2004      260     2020
#> 100 100          Northern Iowa  MVC   4.81      18    2015      228     2001
#> 101 101             Fresno St.  P12   4.59      30    2001      259     2025
#> 102 102               Richmond  A10   4.35      38    2004      278     2007
#> 103 103           Rhode Island  A10   4.09      20    1997      255     2023
#> 104 104                  Tulsa Amer   3.74       7    2000      316     2023
#> 105 105                Belmont  MVC   3.65      23    2011      284     1998
#> 106 106             Murray St.  MVC   3.39      35    2012      229     2023
#> 107 107        St. Bonaventure  A10   3.39      32    2021      321     2005
#> 108 108         New Mexico St. CUSA   3.24      53    2019      290     2024
#> 109 109           George Mason  A10   3.24      22    2006      220     2018
#> 110 110       Western Kentucky CUSA   3.11      43    2008      232     2017
#> 111 111           Grand Canyon  MWC   2.91      52    2024      265     2020
#> 112 112          San Francisco  WCC   2.83      23    2022      254     2008
#> 113 113      George Washington  A10   2.66      38    2005      293     2019
#> 114 114         Loyola Chicago  A10   2.51      10    2021      288     2012
#> 115 115      Southern Illinois  MVC   2.26      16    2007      223     2015
#> 116 116                  Akron  MAC   2.17      45    2007      255     2018
#> 117 117                  Drake  MVC   2.02      17    2008      287     1998
#> 118 118            Santa Clara  WCC   1.97      38    2026      277     2018
#> 119 119                Bradley  MVC   1.77      25    2006      323     2016
#> 120 120          South Florida Amer   1.60      47    2026      292     2017
#> 121 121           Missouri St. CUSA   1.59      21    1999      255     2015
#> 122 122           Illinois St.  MVC   1.57      42    1997      289     2023
#> 123 123                Wyoming  MWC   1.45      65    2022      317     2019
#> 124 124               Kent St.  MAC   1.26      14    2002      211     2018
#> 125 125              Charlotte Amer   1.26      26    1998      308     2018
#> 126 126            North Texas Amer   1.06      31    2023      320     2017
#> 127 127              Princeton  Ivy   0.81      15    1998      312     2008
#> 128 128                   UTEP  MWC   0.80      41    2004      299     2019
#> 129 129              UC Irvine   BW   0.76      68    2025      303     1997
#> 130 130            Indiana St.  MVC   0.69      38    2024      266     2003
#> 131 131             Valparaiso  MVC   0.59      42    2016      300     2024
#> 132 132                 Hawaii  MWC   0.35      51    2002      269     2017
#> 133 133          Massachusetts  MAC   0.31      28    1998      236     2019
#> 134 134               Duquesne  A10   0.21      55    2011      301     2006
#> 135 135                   Yale  Ivy   0.13      47    2016      302     2000
#> 136 136               La Salle  A10  -0.06      50    2013      267     2016
#> 137 137         Louisiana Tech   SB  -0.11      37    2014      328     2008
#> 138 138       Middle Tennessee CUSA  -0.11      43    2017      306     2021
#> 139 139           Old Dominion   SB  -0.31      37    2010      287     2024
#> 140 140             Charleston  CAA  -0.42      58    1999      279     2015
#> 141 141                   Ohio  MAC  -0.45      51    1999      257     1998
#> 142 142       UC Santa Barbara   BW  -0.57      58    2021      331     2017
#> 143 143                 Toledo  MAC  -0.60      61    2019      332     2011
#> 144 144                Hofstra  CAA  -1.00      63    2006      303     2013
#> 145 145                Pacific  WCC  -1.04      40    2005      358     2024
#> 146 146       South Dakota St.  Sum  -1.19      61    2012      319     2007
#> 147 147                Buffalo  MAC  -1.33      22    2019      348     2024
#> 148 148                Harvard  Ivy  -1.61      32    2014      307     2004
#> 149 149              Texas St.  P12  -1.61      93    2020      321     2006
#> 150 150                 Tulane Amer  -1.62      68    1997      285     2014
#> 151 151                Vermont   AE  -1.64      43    2005      253     2001
#> 152 152              San Diego  WCC  -1.74      72    2000      297     2025
#> 153 153               Marshall   SB  -1.89      78    2012      261     2015
#> 154 154             Pepperdine  WCC  -1.91      34    2000      303     2017
#> 155 155       North Dakota St.  Sum  -2.01      61    2014      279     2024
#> 156 156       Florida Atlantic Amer  -2.03      17    2023      317     2000
#> 157 157                   Penn  Ivy  -2.05      48    2003      308     2010
#> 158 158           UC San Diego   BW  -2.07      39    2025      276     2023
#> 159 159      Stephen F. Austin Slnd  -2.16      41    2016      311     2019
#> 160 160               Miami OH  MAC  -2.22      29    1999      279     2017
#> 161 161        Sam Houston St. CUSA  -2.23      73    2023      287     2012
#> 162 162         UNC Wilmington  CAA  -2.23      37    2003      312     2020
#> 163 163                   Iona MAAC  -2.25      45    1998      323     2007
#> 164 164                Montana BSky  -2.35      72    2018      248     2022
#> 165 165             Wright St. Horz  -2.37      65    2010      243     2015
#> 166 166              Louisiana   SB  -2.43      65    2003      315     2026
#> 167 167                Liberty CUSA  -2.55      48    2023      333     2015
#> 168 168             Evansville  MVC  -2.60      72    2016      352     2023
#> 169 169              Air Force  MWC  -2.68      20    2007      345     2026
#> 170 170     East Tennessee St.   SC  -2.72      56    2020      319     2013
#> 171 171           Oral Roberts  Sum  -2.78      66    1997      330     2025
#> 172 172       Illinois Chicago  MVC  -2.98      42    1998      335     2016
#> 173 173                 Drexel  CAA  -2.99      45    2012      257     2008
#> 174 174            Utah Valley   BW  -3.07      64    2023      326     2010
#> 175 175       Loyola Marymount  WCC  -3.13      94    2021      332     2008
#> 176 176            Georgia St.   SB  -3.14      66    2014      309     2026
#> 177 177          Southern Miss   SB  -3.16      45    2001      341     2022
#> 178 178                Seattle  WCC  -3.24     107    2024      294     2016
#> 179 179              Weber St. BSky  -3.27      71    2013      300     2025
#> 180 180         Long Beach St.   BW  -3.40      36    2012      308     2025
#> 181 181          East Carolina Amer  -3.49     109    1997      307     2018
#> 182 182                Oakland Horz  -3.57      56    2011      272     2023
#> 183 183                Wofford   SC  -3.63      18    2019      292     1997
#> 184 184               Winthrop BSth  -3.63      51    2007      306     1998
#> 185 185                 Furman   SC  -3.75      59    2019      342     2014
#> 186 186            Cal Baptist   BW  -3.77     105    2026      229     2021
#> 187 187          South Alabama   SB  -3.80      49    1998      297     2015
#> 188 188                   Rice Amer  -3.80      71    2004      325     2013
#> 189 189                Fordham  A10  -3.80     127    2006      321     2009
#> 190 190          Bowling Green  MAC  -3.97      60    2002      289     2025
#> 191 191              Milwaukee Horz  -4.00      36    2005      335     2022
#> 192 192           Northeastern  CAA  -4.06      71    2010      310     2023
#> 193 193               Ball St.  MAC  -4.10      55    2002      296     2026
#> 194 194            Chattanooga   SC  -4.20      67    2022      310     2013
#> 195 195     Eastern Washington BSky  -4.23     105    2021      299     2013
#> 196 196       Western Michigan  MAC  -4.38      31    2004      329     2022
#> 197 197               Delaware CUSA  -4.45     103    1999      295     2007
#> 198 198          James Madison   SB  -4.50      63    2024      312     2005
#> 199 199           Arkansas St.   SB  -4.57      84    2025      295     2015
#> 200 200               Portland  WCC  -4.60      79    2010      326     2019
#> 201 201          Detroit Mercy Horz  -4.65      29    1998      351     2024
#> 202 202             St. Thomas  Sum  -4.82     115    2026      305     2022
#> 203 203                Cornell  Ivy  -4.84      46    2010      340     2014
#> 204 204               UC Davis  MWC  -4.85     101    2015      328     2012
#> 205 205        Appalachian St.   SB  -4.86      76    2007      331     2014
#> 206 206         UNC Greensboro   SC  -4.89      82    2018      324     2009
#> 207 207          Cleveland St. Horz  -4.91      66    2009      319     2026
#> 208 208      Northern Kentucky Horz  -4.93      90    2018      311     2014
#> 209 209           UT Arlington  UAC  -5.08      75    2017      274     1997
#> 210 210                   Troy   SB  -5.10      88    2004      305     2021
#> 211 211              Green Bay Horz  -5.14      71    2015      361     2023
#> 212 212                 Denver  WCC  -5.15      47    2013      338     2021
#> 213 213      Cal St. Fullerton   BW  -5.44      88    2008      351     2025
#> 214 214                 Towson  CAA  -5.56      75    2022      339     2012
#> 215 215      Northern Colorado BSky  -5.62      75    2020      314     2016
#> 216 216                   CSUN   BW  -5.72      85    2001      332     2022
#> 217 217       Jacksonville St. CUSA  -5.73     108    2025      326     2008
#> 218 218                   UTSA Amer  -5.74     149    2019      338     2026
#> 219 219           San Jose St.  MWC  -5.82      97    2023      347     2015
#> 220 220       Eastern Michigan  MAC  -5.94      65    1998      326     2024
#> 221 221                  Siena MAAC  -6.10      59    2010      357     2024
#> 222 222               Lipscomb ASun  -6.17      45    2019      310     2002
#> 223 223            Montana St. BSky  -6.21     113    2023      320     2015
#> 224 224         William & Mary  CAA  -6.21      87    2016      338     2022
#> 225 225                Samford   SC  -6.23      81    2024      321     2020
#> 226 226               Bucknell   PL  -6.35      58    2013      336     2022
#> 227 227       Central Michigan  MAC  -6.38      70    2003      334     2023
#> 228 228                 Mercer   SC  -6.42      87    2014      318     2006
#> 229 229                    FIU CUSA  -6.47     111    1998      311     2004
#> 230 230           Portland St. BSky  -6.55     112    2008      304     2013
#> 231 231       Georgia Southern   SB  -6.62     103    2019      328     2011
#> 232 232            Stony Brook  CAA  -6.67      60    2013      333     2025
#> 233 233            Austin Peay  UAC  -6.78     103    2004      324     2023
#> 234 234            Little Rock  UAC  -6.90      56    2016      328     2022
#> 235 235           UC Riverside   BW  -6.93     106    2021      322     2019
#> 236 236          UNC Asheville BSth  -6.94     110    2017      347     2019
#> 237 237                McNeese Slnd  -6.95      60    2025      340     2021
#> 238 238     Florida Gulf Coast ASun  -7.00     105    2013      310     2020
#> 239 239               Monmouth  CAA  -7.04      81    2017      348     2023
#> 240 240           Tarleton St.  UAC  -7.14     129    2024      288     2025
#> 241 241       Coastal Carolina   SB  -7.18     117    2011      329     2025
#> 242 242                 Queens ASun  -7.21     186    2026      269     2024
#> 243 243             High Point BSth  -7.26      82    2025      341     2020
#> 244 244                  Brown  Ivy  -7.28     134    2008      310     2012
#> 245 245          Robert Morris Horz  -7.29     123    2012      327     2022
#> 246 246    Cal St. Bakersfield   BW  -7.30      90    2017      327     2026
#> 247 247      Purdue Fort Wayne Horz  -7.32     135    2016      292     2005
#> 248 248 Texas A&M Corpus Chris Slnd  -7.36      91    2007      344     2021
#> 249 249       Eastern Kentucky  UAC  -7.65     110    2013      299     1999
#> 250 250               Cal Poly   BW  -7.67     152    2013      339     2024
#> 251 251      Boston University   PL  -7.72      92    2005      304     2025
#> 252 252         Youngstown St. Horz  -7.72     131    2023      322     2018
#> 253 253                Colgate   PL  -7.73      89    2021      324     2012
#> 254 254           South Dakota  Sum  -7.74      81    2018      322     2024
#> 255 255      Abilene Christian  UAC  -7.81      84    2021      348     2014
#> 256 256                Radford BSth  -7.86     122    2019      331     2011
#> 257 257           Morehead St.  OVC  -7.91      89    2011      328     2025
#> 258 258               Columbia  Ivy  -7.98     113    2016      351     2022
#> 259 259              Fairfield MAAC  -7.99     104    2011      334     2025
#> 260 260                  Rider MAAC  -8.02     120    1998      357     2026
#> 261 261                  Idaho BSky  -8.10     126    2018      350     2021
#> 262 262          Southern Utah BSky  -8.16      97    2001      351     2014
#> 263 263       Northern Arizona BSky  -8.16      71    1998      343     2016
#> 264 264              Manhattan MAAC  -8.25      48    2004      337     2024
#> 265 265           Gardner Webb BSth  -8.32     163    2019      361     2026
#> 266 266          Saint Peter's MAAC  -8.53      95    2017      316     2019
#> 267 267                Niagara MAAC  -8.60      75    2009      337     2026
#> 268 268      Northern Illinois Horz  -8.74     120    2006      343     2025
#> 269 269       Western Carolina   SC  -8.91     110    2024      338     2025
#> 270 270                   Elon  CAA  -9.10     136    2017      337     2023
#> 271 271              Utah Tech BSky  -9.12     146    2023      328     2021
#> 272 272         Tennessee Tech   SC  -9.27      72    2002      332     2024
#> 273 273                  Lamar Slnd  -9.28     108    2012      358     2023
#> 274 274               Canisius MAAC  -9.33      89    1997      359     2025
#> 275 275         Nebraska Omaha  Sum  -9.41     148    2016      344     2022
#> 276 276               American   PL  -9.47     112    2009      331     2022
#> 277 277             Quinnipiac MAAC  -9.52     149    2014      312     2001
#> 278 278                IU Indy Horz  -9.54      66    2008      360     2024
#> 279 279                 Albany   AE  -9.62     121    2016      346     2023
#> 280 280                Hampton  CAA  -9.63     116    2002      351     2023
#> 281 281            Kansas City  Sum  -9.68     147    2004      358     2026
#> 282 282       Louisiana Monroe   SB  -9.81     133    2016      352     2026
#> 283 283                 Lehigh   PL  -9.81      79    2012      334     2021
#> 284 284              Dartmouth  Ivy  -9.85     116    1997      341     2010
#> 285 285           Kennesaw St. CUSA  -9.92     123    2023      352     2020
#> 286 286           Jacksonville ASun  -9.92     122    2009      340     2015
#> 287 287               Campbell  CAA  -9.98     163    2010      327     2014
#> 288 288       Northwestern St. Slnd  -9.99      93    2006      345     2018
#> 289 289              Merrimack MAAC -10.18     177    2026      309     2023
#> 290 290          North Florida ASun -10.22     143    2015      337     2008
#> 291 291            New Orleans Slnd -10.24      90    1997      345     2013
#> 292 292              Idaho St. BSky -10.25     158    2007      339     2022
#> 293 293                 Marist MAAC -10.26     108    2006      336     2010
#> 294 294               Nicholls Slnd -10.26     167    2025      331     2016
#> 295 295                   Navy   PL -10.29     127    2000      329     2012
#> 296 296         Sacramento St.   BW -10.53     156    2006      348     2025
#> 297 297       Mount St. Mary's MAAC -10.55     145    2009      325     2002
#> 298 298 Southeastern Louisiana Slnd -10.56     134    2005      336     2021
#> 299 299             Holy Cross   PL -10.57      66    2005      349     2024
#> 300 300           North Dakota  Sum -10.62     168    2017      348     2022
#> 301 301          Tennessee St.  OVC -10.87     160    2017      334     2015
#> 302 302          North Alabama  UAC -10.96     113    2025      343     2026
#> 303 303             Bellarmine ASun -10.96     167    2021      347     2025
#> 304 304   UT Rio Grande Valley Slnd -11.41     117    2026      348     2016
#> 305 305    Charleston Southern BSth -11.43     160    2019      347     2022
#> 306 306            USC Upstate BSth -11.52     136    2012      340     2025
#> 307 307           UMass Lowell   AE -11.55     134    2023      322     2014
#> 308 308              Loyola MD   PL -11.56     124    2013      350     2024
#> 309 309                   UMBC   AE -11.62     127    2008      343     2015
#> 310 310                 Wagner  NEC -11.72     102    2012      346     2025
#> 311 311     Southeast Missouri  OVC -11.78      84    2000      352     2024
#> 312 312              Lafayette   PL -11.86     140    2000      330     2017
#> 313 313               Longwood BSth -12.05     145    2022      347     2017
#> 314 314                    VMI   SC -12.06     153    2021      360     2026
#> 315 315                 Bryant   AE -12.18     149    2025      355     2026
#> 316 316                Stetson ASun -12.38     172    2023      352     2025
#> 317 317            Norfolk St. MEAC -12.49     176    2022      325     2026
#> 318 318         Texas Southern SWAC -12.76     155    2013      335     2008
#> 319 319       Tennessee Martin  OVC -12.76     117    2009      347     2021
#> 320 320                    LIU  NEC -12.83      93    1997      363     2023
#> 321 321           Sacred Heart MAAC -12.89     185    2007      326     2023
#> 322 322       Eastern Illinois  OVC -13.08     112    2001      357     2022
#> 323 323 North Carolina Central MEAC -13.35      92    2014      351     2026
#> 324 324            The Citadel   SC -13.44     151    2002      355     2025
#> 325 325       Western Illinois  OVC -13.50     147    1997      364     2026
#> 326 326           Presbyterian BSth -13.70     179    2019      350     2017
#> 327 327          New Hampshire   AE -13.72     182    2017      356     2025
#> 328 328                  Maine   AE -13.94     153    1999      354     2022
#> 329 329                   Army   PL -13.94     158    2013      344     2024
#> 330 330         East Texas A&M Slnd -13.97     288    2026      333     2024
#> 331 331    Central Connecticut  NEC -14.11     135    2000      351     2016
#> 332 332     North Carolina A&T  CAA -14.12     227    2013      349     2017
#> 333 334       Central Arkansas  UAC -14.38     151    2026      349     2025
#> 334 335               Southern SWAC -14.52     162    2013      345     2011
#> 335 336    Fairleigh Dickinson  NEC -14.65      96    1998      345     2022
#> 336 337         Incarnate Word Slnd -14.78     224    2025      353     2022
#> 337 338                   SIUE  OVC -14.79     217    2025      342     2011
#> 338 339             Binghamton   AE -15.14     177    2009      359     2026
#> 339 340           West Georgia  UAC -15.33     306    2026      350     2025
#> 340 341            Jackson St. SWAC -15.37     217    1999      340     2026
#> 341 342      Houston Christian Slnd -15.59     221    2017      355     2024
#> 342 343                   NJIT   AE -15.69     173    2015      353     2025
#> 343 344             Morgan St. MEAC -15.76     150    2009      353     2026
#> 344 345            Alabama St. SWAC -16.62     200    2009      354     2021
#> 345 346             Mercyhurst  NEC -16.65     285    2026      342     2025
#> 346 347                 Howard MEAC -16.69     196    2026      350     2020
#> 347 348     South Carolina St. MEAC -16.79     149    1998      356     2026
#> 348 349       Southern Indiana  OVC -16.89     285    2023      341     2026
#> 349 350       Prairie View A&M SWAC -16.91     209    2019      357     2025
#> 350 351               Le Moyne  NEC -17.06     299    2026      354     2025
#> 351 352        Bethune Cookman SWAC -17.12     230    2000      349     2023
#> 352 353             Lindenwood  OVC -17.26     267    2026      356     2024
#> 353 354             Coppin St. MEAC -17.68     128    1997      363     2026
#> 354 355              New Haven  NEC -17.71     328    2026      328     2026
#> 355 356             Alcorn St. SWAC -18.09     155    1999      349     2019
#> 356 357           Delaware St. MEAC -18.27     200    2007      362     2026
#> 357 358          Grambling St. SWAC -18.36     182    2023      351     2015
#> 358 359            Florida A&M SWAC -18.53     254    2007      359     2023
#> 359 360            Chicago St.  NEC -19.08     203    2007      362     2025
#> 360 361            Alabama A&M SWAC -19.37     247    2000      360     2025
#> 361 362              Stonehill  NEC -19.38     323    2025      359     2024
#> 362 363    Arkansas Pine Bluff SWAC -20.51     231    2010      363     2025
#> 363 364 Maryland Eastern Shore MEAC -21.09     207    2015      358     2025
#> 364 365 Mississippi Valley St. SWAC -21.30     168    2004      365     2026
#>     kp_median top10 top25 top50 ch f4 s16 r1 chg
#> 1           5    25    29    30  3  7  21 28   0
#> 2          10    16    23    28  2  6  16 26   0
#> 3           8    19    28    30  2  6  15 29   0
#> 4          10    15    20    26  3  9  15 25   0
#> 5          16     9    23    27  1  3  16 25   0
#> 6          21    11    17    26  3  5  10 21   0
#> 7          12    15    21    29  1  8  17 27   0
#> 8          22     9    16    21  6  8  12 20   2
#> 9          26     6    14    26  0  1   8 24   0
#> 10         32     4    12    19  0  4  14 21  -2
#> 11         18    12    21    29  0  2  14 27   1
#> 12         29     7    14    20  2  4   8 19  -1
#> 13         37     5    12    19  1  3   9 14   7
#> 14         30     6    11    18  0  0  10 19  -1
#> 15         21     9    17    23  1  3   8 19   1
#> 16         25     7    16    24  0  3   6 18  -1
#> 17         34     4    10    18  1  1   5 13  -3
#> 18         56     3     7    12  0  1   6 13   0
#> 19         23     8    16    21  0  2   6 19   2
#> 20         42     3     9    21  0  1   4 16  -3
#> 21         29     4    14    22  1  2   7 18  -2
#> 22         24     8    16    24  0  1  12 22   1
#> 23         17     8    21    27  0  3  10 26  -1
#> 24         40     4    10    20  1  3  11 18   0
#> 25         43     2     6    16  0  1   7 14   0
#> 26         39     4     8    21  0  2   6 19   0
#> 27         44     0     6    17  0  0   5 15   3
#> 28         49     5     9    15  1  1   3 13   0
#> 29         75     3     6    11  0  2   4  9   0
#> 30         34     4    11    23  0  0   2 18  -3
#> 31         91     6     9     9  0  2   7  9   4
#> 32         56     1     3    11  0  0   3 11   0
#> 33         42     3     7    16  0  1   3 15   0
#> 34         45     3    10    16  0  0   7 16   4
#> 35         34     4    13    17  0  1   8 14  -4
#> 36         68     0     6    10  0  1   3  9   1
#> 37         36     1     8    17  0  1   5 17  -1
#> 38         43     0     5    16  0  0   4  9   3
#> 39         51     0     4    15  0  1   5 12   8
#> 40         58     3     7    14  0  1   5 12   0
#> 41         67     0     4     8  0  0   4  9   1
#> 42         51     4     7    15  0  1   4 13  -8
#> 43         32     0    12    19  0  0   8 19  -4
#> 44         50     1     3    16  0  1   4 12   2
#> 45         59     1     5    14  0  0   3 12   3
#> 46         59     2     7    12  0  1   3 11  -2
#> 47         39     0     6    17  0  0   3 17  -4
#> 48         60     0     3    13  0  0   0  9  -3
#> 49         49     1     8    17  0  0   2 14   2
#> 50         39     1    11    17  0  0   2 12   0
#> 51         54     2     5    12  0  0   2 15   2
#> 52         54     5     8    14  0  1   5 12   2
#> 53         61     4    11    14  0  0   5 14  -1
#> 54         60     1     4    10  0  0   3 10  -5
#> 55         72     1     4     8  0  0   2  8   2
#> 56         41     1     6    16  0  0   3 13  -1
#> 57         71     0     1     6  0  0   0  5  -1
#> 58         57     0     4    14  0  0   2 10   3
#> 59         68     0     2    10  0  0   2  9  -1
#> 60         77     0     2     8  0  0   0  8   3
#> 61         68     0     4    10  0  0   2  9  -2
#> 62         45     0     9    16  0  0   3 11   0
#> 63         70     0     3     7  0  1   1  5   2
#> 64         51     2     6    14  0  1   4 13   2
#> 65         72     3     6    11  0  0   1  8   3
#> 66         51     0     8    15  0  2   5 15  -6
#> 67         92     1     3     8  0  1   1  6   0
#> 68         52     4     5    15  0  1   4 11  -4
#> 69         60     1     2    12  0  1   1  8   0
#> 70         71     1     2     5  0  0   0  8   0
#> 71         60     0     1     6  0  0   1  8   0
#> 72         81     0     2     8  0  0   1  6   2
#> 73         82     0     1     6  0  0   1  4   5
#> 74         84     0     1     8  0  0   1  3  -2
#> 75        100     0     3     8  0  0   0  6  -2
#> 76        105     0     0     4  0  0   0  1   1
#> 77         67     0     3    10  0  0   1  9   2
#> 78         88     0     0     6  0  0   0  3   2
#> 79         61     0     2    10  0  1   1 15   2
#> 80         65     0     3    12  0  0   0 15   4
#> 81        110     0     2     6  0  0   0  2   2
#> 82         49     0     6    15  0  0   1 13  -6
#> 83         65     1     1    10  0  0   1  9  -1
#> 84         83     0     0     7  0  0   1  8  -9
#> 85         67     2     7    11  0  1   3  8   0
#> 86        123     0     0     1  0  0   0  4   2
#> 87         95     0     0     6  0  0   0  3   2
#> 88         99     0     1     4  0  0   0  6   4
#> 89         83     0     3    13  0  0   0 10  -2
#> 90        106     0     3     7  0  0   1  8   0
#> 91         96     0     2     6  0  0   2  8  -5
#> 92        117     1     1     5  0  0   1  3   2
#> 93         71     1     6    10  0  0   2 12  -2
#> 94        128     0     0     2  0  0   0  2  -1
#> 95         97     0     2     4  0  0   0  7   2
#> 96        116     0     1     4  0  0   1 10  -1
#> 97        121     0     0     1  0  0   1  2   4
#> 98        100     0     0     2  0  0   1  7  -2
#> 99         98     1     3     8  0  0   2  7  -1
#> 100        98     0     1     5  0  0   1  8  -1
#> 101       112     0     0     1  0  0   0  3   2
#> 102        98     0     0     4  0  0   1  5  -2
#> 103       118     0     1     4  0  0   1  5  -1
#> 104        92     1     2     5  0  0   1  6   2
#> 105       121     0     2     4  0  0   0  8   5
#> 106       131     0     0     2  0  0   0 11   3
#> 107       115     0     0     1  0  0   0  4   1
#> 108       105     0     0     0  0  0   0 11  -3
#> 109       127     0     2     2  0  1   1  5   2
#> 110       131     0     0     3  0  0   1  8  -3
#> 111       111     0     0     0  0  0   0  4  15
#> 112       139     0     1     1  0  0   0  2  -8
#> 113       116     0     0     5  0  0   0  6   1
#> 114       168     1     1     3  0  1   2  3  -1
#> 115       128     0     1     5  0  0   2  6   1
#> 116       106     0     0     1  0  0   0  7   6
#> 117       157     0     1     1  0  0   0  5   0
#> 118       141     0     0     1  0  0   0  1   0
#> 119       122     0     1     1  0  0   1  2   0
#> 120       134     0     0     2  0  0   0  2   7
#> 121       104     0     1     3  0  0   1  1  -6
#> 122       126     0     0     3  0  0   0  2   2
#> 123       121     0     0     0  0  0   0  2 -11
#> 124       116     0     1     2  0  0   1  7   4
#> 125       134     0     0     7  0  0   0  7  -5
#> 126       174     0     0     1  0  0   0  3  -3
#> 127       126     0     1     2  0  0   1  7  -2
#> 128       134     0     0     2  0  0   0  3   3
#> 129       136     0     0     0  0  0   0  2   5
#> 130       139     0     0     1  0  0   0  3  -1
#> 131       149     0     0     2  0  0   1  8  -1
#> 132       150     0     0     0  0  0   0  4  21
#> 133       132     0     0     3  0  0   0  3   4
#> 134       154     0     0     0  0  0   0  1   2
#> 135       166     0     0     1  0  0   0  5   3
#> 136       161     0     0     1  0  0   1  1  -1
#> 137       128     0     0     1  0  0   0  0 -16
#> 138       161     0     0     4  0  0   0  2  -6
#> 139       119     0     0     2  0  0   0  6  -6
#> 140       124     0     0     0  0  0   0  6   4
#> 141       130     0     0     0  0  0   1  4   4
#> 142       146     0     0     0  0  0   0  5   4
#> 143       120     0     0     0  0  0   0  0   5
#> 144       133     0     0     0  0  0   0  3  11
#> 145       148     0     0     3  0  0   0  5  -6
#> 146       137     0     0     0  0  0   0  7   1
#> 147       153     0     1     1  0  0   0  4   9
#> 148       201     0     0     2  0  0   0  4   4
#> 149       223     0     0     0  0  0   0  1  66
#> 150       179     0     0     0  0  0   0  0  -1
#> 151       134     0     0     1  0  0   0 10 -11
#> 152       160     0     0     0  0  0   0  2 -11
#> 153       160     0     0     0  0  0   0  1  -2
#> 154       196     0     0     1  0  0   0  2 -11
#> 155       152     0     0     0  0  0   0  5   7
#> 156       229     0     1     2  0  1   1  3   3
#> 157       155     0     0     1  0  0   0  9   3
#> 158       180     0     0     1  0  0   0  1  11
#> 159       156     0     0     1  0  0   0  5  19
#> 160       144     0     0     1  0  0   1  4  20
#> 161       179     0     0     0  0  0   0  2   0
#> 162       156     0     0     2  0  0   0  7  10
#> 163       144     0     0     1  0  0   0 11 -13
#> 164       168     0     0     0  0  0   0 10   6
#> 165       152     0     0     0  0  0   0  4   3
#> 166       154     0     0     0  0  0   0  5  -9
#> 167       225     0     0     1  0  0   0  4   0
#> 168       181     0     0     0  0  0   0  1  -3
#> 169       215     0     1     4  0  0   0  2 -27
#> 170       164     0     0     0  0  0   0  5 -16
#> 171       142     0     0     0  0  0   1  5  -8
#> 172       188     0     0     1  0  0   0  3  13
#> 173       159     0     0     1  0  0   0  1   3
#> 174       201     0     0     0  0  0   0  0   3
#> 175       200     0     0     0  0  0   0  0 -17
#> 176       186     0     0     0  0  0   0  5 -10
#> 177       154     0     0     1  0  0   0  1  -6
#> 178       213     0     0     0  0  0   0  0  18
#> 179       169     0     0     0  0  0   0  5  10
#> 180       172     0     0     1  0  0   0  3   1
#> 181       189     0     0     0  0  0   0  0  -6
#> 182       174     0     0     0  0  0   0  4   6
#> 183       198     0     1     1  0  0   0  6 -19
#> 184       172     0     0     0  0  0   0  9  -1
#> 185       196     0     0     0  0  0   0  2 -12
#> 186       193     0     0     0  0  0   0  1  13
#> 187       193     0     0     1  0  0   0  4  -5
#> 188       201     0     0     0  0  0   0  0  -4
#> 189       205     0     0     0  0  0   0  0   5
#> 190       179     0     0     0  0  0   0  0  13
#> 191       182     0     0     1  0  0   1  4  -1
#> 192       191     0     0     0  0  0   0  2   0
#> 193       172     0     0     0  0  0   0  1   4
#> 194       175     0     0     0  0  0   1  5 -20
#> 195       191     0     0     0  0  0   0  3  10
#> 196       168     0     0     2  0  0   0  3   8
#> 197       201     0     0     0  0  0   0  4  -6
#> 198       211     0     0     0  0  0   0  2  -5
#> 199       191     0     0     0  0  0   0  1  -1
#> 200       212     0     0     0  0  0   0  0 -13
#> 201       167     0     0     2  0  0   0  3   1
#> 202       148     0     0     0  0  0   0  0  17
#> 203       224     0     0     1  0  0   1  3   3
#> 204       225     0     0     0  0  0   0  1  28
#> 205       200     0     0     0  0  0   0  1  -5
#> 206       221     0     0     0  0  0   0  3 -20
#> 207       196     0     0     0  0  0   0  2  -6
#> 208       192     0     0     0  0  0   0  3  -1
#> 209       201     0     0     0  0  0   0  1 -30
#> 210       201     0     0     0  0  0   0  4  -2
#> 211       175     0     0     0  0  0   0  1   0
#> 212       227     0     0     1  0  0   0  0  31
#> 213       210     0     0     0  0  0   0  3   4
#> 214       242     0     0     0  0  0   0  0   8
#> 215       224     0     0     0  0  0   0  1  11
#> 216       223     0     0     0  0  0   0  2   5
#> 217       242     0     0     0  0  0   0  2  -3
#> 218       223     0     0     0  0  0   0  3  -8
#> 219       248     0     0     0  0  0   0  0 -24
#> 220       213     0     0     0  0  0   0  1   7
#> 221       177     0     0     0  0  0   0  6  -5
#> 222       200     0     0     1  0  0   0  2   1
#> 223       222     0     0     0  0  0   0  2  16
#> 224       216     0     0     0  0  0   0  0   6
#> 225       221     0     0     0  0  0   0  3 -13
#> 226       203     0     0     0  0  0   0  6  -6
#> 227       233     0     0     0  0  0   0  1   2
#> 228       207     0     0     0  0  0   0  1 -15
#> 229       232     0     0     0  0  0   0  0  -4
#> 230       226     0     0     0  0  0   0  2  14
#> 231       230     0     0     0  0  0   0  0  -7
#> 232       233     0     0     0  0  0   0  1   3
#> 233       192     0     0     0  0  0   0  3   8
#> 234       217     0     0     0  0  0   0  1  28
#> 235       257     0     0     0  0  0   0  0   1
#> 236       239     0     0     0  0  0   0  5  -8
#> 237       252     0     0     0  0  0   0  4  34
#> 238       208     0     0     0  0  0   1  3  -5
#> 239       236     0     0     0  0  0   0  3  12
#> 240       216     0     0     0  0  0   0  0 -31
#> 241       238     0     0     0  0  0   0  2 -10
#> 242       207     0     0     0  0  0   0  1  23
#> 243       245     0     0     0  0  0   0  2  18
#> 244       238     0     0     0  0  0   0  0  -4
#> 245       239     0     0     0  0  0   0  4  10
#> 246       245     0     0     0  0  0   0  1  -8
#> 247       237     0     0     0  0  0   0  0  -5
#> 248       221     0     0     0  0  0   0  2  18
#> 249       238     0     0     0  0  0   0  3   4
#> 250       228     0     0     0  0  0   0  1  10
#> 251       195     0     0     0  0  0   0  3  -2
#> 252       233     0     0     0  0  0   0  0   5
#> 253       242     0     0     0  0  0   0  5  -3
#> 254       240     0     0     0  0  0   0  0  -7
#> 255       221     0     0     0  0  0   0  2 -37
#> 256       224     0     0     0  0  0   0  3  -4
#> 257       223     0     0     0  0  0   0  4  -3
#> 258       262     0     0     0  0  0   0  0   6
#> 259       206     0     0     0  0  0   0  1 -14
#> 260       207     0     0     0  0  0   0  0 -26
#> 261       227     0     0     0  0  0   0  1  11
#> 262       250     0     0     0  0  0   0  1 -25
#> 263       220     0     0     0  0  0   0  2   5
#> 264       214     0     0     1  0  0   0  3 -18
#> 265       232     0     0     0  0  0   0  1 -17
#> 266       222     0     0     0  0  0   1  3  -8
#> 267       200     0     0     0  0  0   0  2 -11
#> 268       230     0     0     0  0  0   0  0  -5
#> 269       241     0     0     0  0  0   0  0 -10
#> 270       253     0     0     0  0  0   0  0   9
#> 271       279     0     0     0  0  0   0  0  -1
#> 272       242     0     0     0  0  0   0  0  25
#> 273       231     0     0     0  0  0   0  1  15
#> 274       237     0     0     0  0  0   0  0  -5
#> 275       260     0     0     0  0  0   0  1   1
#> 276       208     0     0     0  0  0   0  3   1
#> 277       236     0     0     0  0  0   0  0  -4
#> 278       205     0     0     0  0  0   0  1   0
#> 279       244     0     0     0  0  0   0  5 -12
#> 280       256     0     0     0  0  0   0  5   4
#> 281       249     0     0     0  0  0   0  0  -7
#> 282       265     0     0     0  0  0   0  0  -7
#> 283       249     0     0     0  0  0   0  2  -3
#> 284       286     0     0     0  0  0   0  0  -3
#> 285       309     0     0     0  0  0   0  2   6
#> 286       261     0     0     0  0  0   0  0  -4
#> 287       280     0     0     0  0  0   0  0   9
#> 288       256     0     0     0  0  0   0  3  10
#> 289       227     0     0     0  0  0   0  0   4
#> 290       263     0     0     0  0  0   0  0  -7
#> 291       246     0     0     0  0  0   0  0  17
#> 292       262     0     0     0  0  0   0  0   8
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#> 317       269     0     0     0  0  0   0  4  -8
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#> 320       270     0     0     0  0  0   0  4   7
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#> 363       326     0     0     0  0  0   0  0  -2
#> 364       326     0     0     0  0  0   0  1  -1
# }