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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  43.51       1    2025       36     2021
#> 2     2               Kentucky  SEC  40.83       1    2015       78     2008
#> 3     3                 Kansas  B12  39.84       1    2020       27     2024
#> 4     4         North Carolina  ACC  35.49       1    2009      137     2002
#> 5     5                Arizona  B12  33.56       2    2014       94     2019
#> 6     6                Florida  SEC  32.01       1    2006      106     1997
#> 7     7           Michigan St.  B10  31.79       1    2000       64     2021
#> 8     8                   UCLA  B10  30.21       3    2023      144     2004
#> 9     9                  Texas  SEC  29.82       3    2006      117     1998
#> 10   10            Connecticut   BE  29.64       1    2024      179     2018
#> 11   11              Villanova   BE  28.52       1    2018       91     1998
#> 12   12                Gonzaga  P12  26.52       1    2022      149     1997
#> 13   13              Tennessee  SEC  26.52       5    2025      158     1997
#> 14   14                 Baylor  B12  26.39       2    2021      236     2005
#> 15   15               Ohio St.  B10  26.24       1    2011      154     1998
#> 16   16             Louisville  ACC  25.77       1    2014      290     2023
#> 17   17                Indiana  B10  25.21       3    2013      209     2009
#> 18   18                Alabama  SEC  25.20       4    2023      100     2009
#> 19   19               Maryland  B10  25.04       3    2002      134     2012
#> 20   20               Michigan  B10  24.92       3    2021      146     2001
#> 21   21               Illinois  B10  24.35       2    2005      125     2016
#> 22   22              Wisconsin  B10  24.03       2    2015       94     1998
#> 23   23                 Purdue  B10  23.68       3    2024      155     2006
#> 24   24               Syracuse  ACC  23.68       3    2010      118     2023
#> 25   25                 Oregon  B10  23.39       9    2002      159     2009
#> 26   26               Oklahoma  SEC  22.69       5    2002      144     2011
#> 27   27             Cincinnati  B12  21.69       2    2002      141     2007
#> 28   28               Virginia  ACC  21.21       1    2019      106     2025
#> 29   29                 Auburn  SEC  21.19       4    2025      234     2011
#> 30   30               Arkansas  SEC  20.78      18    2022      134     2003
#> 31   31          West Virginia  B12  20.76       5    2010      192     2002
#> 32   32                    USC  B10  20.69       6    2021      220     2012
#> 33   33           Oklahoma St.  B12  20.62       4    2004      117     2024
#> 34   34                Memphis Amer  20.16       2    2008      161     2018
#> 35   35                Houston  B12  20.09       2    2025      229     1998
#> 36   36              Marquette   BE  20.09      10    2023      111     1999
#> 37   37                    LSU  SEC  20.07      11    2006      232     2011
#> 38   38               Iowa St.  B12  19.67       8    2024      171     2021
#> 39   39                 Xavier   BE  19.24      12    1998       81     2005
#> 40   40             Texas Tech  B12  19.05       5    2019      239     2013
#> 41   41            Florida St.  ACC  18.97      14    2019      205     2023
#> 42   42             Washington  B10  18.91      14    2005      181     2001
#> 43   43              Creighton   BE  18.89      11    2024      116     2010
#> 44   44             Georgetown   BE  18.88       4    2007      219     2023
#> 45   45        Mississippi St.  SEC  18.57      14    2004      256     2013
#> 46   46             N.C. State  ACC  18.38       9    2004      128     2022
#> 47   47               Miami FL  ACC  18.13      13    2013      193     2025
#> 48   48              Texas A&M  SEC  17.92       7    2007      213     2002
#> 49   49             Kansas St.  B12  17.73       6    2010      161     2000
#> 50   50                   Iowa  B10  17.65       7    2021      174     2010
#> 51   51                    BYU  B12  17.57      10    2010      280     1997
#> 52   52             Pittsburgh  ACC  16.73       3    2009      227     2018
#> 53   53               Missouri  SEC  16.69       6    2009      192     2015
#> 54   54               Stanford  ACC  16.66       2    2001      112     2019
#> 55   55             Notre Dame  ACC  16.17       9    2015      166     2023
#> 56   56            Arizona St.  B12  15.88      15    2009      230     2012
#> 57   57             St. John's   BE  15.78       7    1999      211     2016
#> 58   58             Providence   BE  15.71      24    2004      162     2000
#> 59   59            Mississippi  SEC  15.31      17    1998      147     2006
#> 60   60                 Butler   BE  15.02      12    2010      145     2005
#> 61   61             Vanderbilt  SEC  15.01      16    2012      183     2024
#> 62   62                Clemson  ACC  15.00      11    1997      164     2000
#> 63   63                Georgia  SEC  14.89      16    2003      219     2022
#> 64   64                   Utah  B12  14.75       7    1998      302     2012
#> 65   65         South Carolina  SEC  14.66      19    2006      221     2023
#> 66   66          San Diego St.  P12  14.39       6    2020      275     1999
#> 67   67           Georgia Tech  ACC  14.38       8    2004      174     2012
#> 68   68            Wake Forest  ACC  14.28       5    1997      259     2011
#> 69   69              Minnesota  B10  14.25       3    1997      216     2023
#> 70   70               Colorado  B12  14.08       8    2021      216     2007
#> 71   71             Seton Hall   BE  12.98      20    2020      204     2025
#> 72   72               Penn St.  B10  12.75      19    2018      227     2004
#> 73   73                    TCU  B12  12.39      18    1998      265     2013
#> 74   74          Virginia Tech  ACC  11.95      13    2019      234     2001
#> 75   75                   UNLV  MWC  11.52      29    2011      248     2017
#> 76   76           Saint Mary's  WCC  11.50      13    2023      315     2001
#> 77   77                Rutgers  B10  11.47      28    2020      279     2016
#> 78   78               Nebraska  B10  11.39      30    2024      162     2020
#> 79   79             California  ACC  11.14      14    2010      270     2023
#> 80   80           Northwestern  B10  10.91      38    2023      257     2000
#> 81   81                    VCU  A10  10.58      18    2013      218     1998
#> 82   82                 Dayton  A10  10.14       4    2020      172     2018
#> 83   83                    SMU  ACC  10.12      11    2017      283     2008
#> 84   84               Utah St.  P12  10.11      21    2005      141     1999
#> 85   85            Wichita St. Amer   9.59       6    2014      189     2001
#> 86   86                 Nevada  MWC   9.04      20    2004      270     2015
#> 87   87             New Mexico  MWC   9.00      20    2012      294     2021
#> 88   88                    UCF  B12   8.34      34    2019      300     1997
#> 89   89              Boise St.  P12   7.83      37    2023      214     2005
#> 90   90         Boston College  ACC   7.29      12    2001      261     2012
#> 91   91                 Temple Amer   7.16       4    2000      181     2024
#> 92   92           Colorado St.  P12   7.06      22    2013      265     2008
#> 93   93                 DePaul   BE   6.38      30    2000      304     2024
#> 94   94         Washington St.  P12   5.96      10    2008      216     2002
#> 95   95               Davidson  A10   5.89      11    2008      232     2001
#> 96   96                    UAB Amer   5.75      46    2004      196     2017
#> 97   97            Saint Louis  A10   5.51      14    2012      289     2015
#> 98   98         Saint Joseph's  A10   5.21       3    2004      260     2020
#> 99   99          Northern Iowa  MVC   4.57      18    2015      228     2001
#> 100 100               Richmond  A10   4.53      38    2004      278     2007
#> 101 101             Oregon St.  P12   4.20      43    2021      264     2017
#> 102 102           Rhode Island  A10   4.19      20    1997      255     2023
#> 103 103             Fresno St.  P12   4.11      30    2001      259     2025
#> 104 104          San Francisco  WCC   4.07      23    2022      254     2008
#> 105 105         New Mexico St. CUSA   3.92      53    2019      290     2024
#> 106 106                  Tulsa Amer   3.76       7    2000      316     2023
#> 107 107       Western Kentucky CUSA   3.73      43    2008      232     2017
#> 108 108        St. Bonaventure  A10   3.48      32    2021      321     2005
#> 109 109             Murray St.  MVC   3.46      35    2012      229     2023
#> 110 110                Belmont  MVC   3.37      23    2011      284     1998
#> 111 111           George Mason  A10   3.15      22    2006      220     2018
#> 112 112                Wyoming  MWC   2.98      65    2022      317     2019
#> 113 113         Loyola Chicago  A10   2.89      10    2021      288     2012
#> 114 114      George Washington  A10   2.32      38    2005      293     2019
#> 115 115           Missouri St. CUSA   2.28      21    1999      255     2015
#> 116 116      Southern Illinois  MVC   2.24      16    2007      223     2015
#> 117 117                  Drake  MVC   2.21      17    2008      287     1998
#> 118 118            Santa Clara  WCC   1.97      59    2025      277     2018
#> 119 119                Bradley  MVC   1.77      25    2006      323     2016
#> 120 120              Charlotte Amer   1.74      26    1998      308     2018
#> 121 121         Louisiana Tech   SB   1.57      37    2014      328     2008
#> 122 122                  Akron  MAC   1.39      45    2007      255     2018
#> 123 123            North Texas Amer   1.37      31    2023      320     2017
#> 124 124           Illinois St.  MVC   1.37      42    1997      289     2023
#> 125 125              Princeton  Ivy   1.30      15    1998      312     2008
#> 126 126           Grand Canyon  MWC   1.27      52    2024      265     2020
#> 127 127          South Florida Amer   1.07      48    2012      292     2017
#> 128 128               Kent St.  MAC   0.96      14    2002      211     2018
#> 129 129            Indiana St.  MVC   0.84      38    2024      266     2003
#> 130 130             Valparaiso  MVC   0.62      42    2016      300     2024
#> 131 131                   UTEP  MWC   0.46      41    2004      299     2019
#> 132 132       Middle Tennessee CUSA   0.42      43    2017      306     2021
#> 133 133           Old Dominion   SB   0.39      37    2010      287     2024
#> 134 134              UC Irvine   BW   0.39      68    2025      303     1997
#> 135 135               La Salle  A10   0.13      50    2013      267     2016
#> 136 136               Duquesne  A10   0.08      55    2011      301     2006
#> 137 137          Massachusetts  MAC   0.07      28    1998      236     2019
#> 138 138                   Yale  Ivy  -0.05      47    2016      302     2000
#> 139 139                Pacific  WCC  -0.11      40    2005      358     2024
#> 140 140                Vermont   AE  -0.28      43    2005      253     2001
#> 141 141              San Diego  WCC  -0.44      72    2000      297     2025
#> 142 142              Air Force  MWC  -0.47      20    2007      332     2021
#> 143 143             Pepperdine  WCC  -0.51      34    2000      303     2017
#> 144 144             Charleston  CAA  -0.52      58    1999      279     2015
#> 145 145                   Ohio  MAC  -0.63      51    1999      257     1998
#> 146 146       UC Santa Barbara   BW  -0.63      58    2021      331     2017
#> 147 147       South Dakota St.  Sum  -0.69      61    2012      319     2007
#> 148 148                 Toledo  MAC  -1.06      61    2019      332     2011
#> 149 149                 Tulane Amer  -1.18      68    1997      285     2014
#> 150 150                   Iona MAAC  -1.34      45    1998      323     2007
#> 151 151               Marshall   SB  -1.35      78    2012      261     2015
#> 152 152                Harvard  Ivy  -1.51      32    2014      307     2004
#> 153 153                 Hawaii  MWC  -1.51      51    2002      269     2017
#> 154 154     East Tennessee St.   SC  -1.58      56    2020      319     2013
#> 155 155                Hofstra  CAA  -1.62      63    2006      303     2013
#> 156 156                Buffalo  MAC  -1.65      22    2019      348     2024
#> 157 157              Louisiana   SB  -1.66      65    2003      313     2025
#> 158 158       Loyola Marymount  WCC  -1.88      94    2021      332     2008
#> 159 159       Florida Atlantic Amer  -1.96      17    2023      317     2000
#> 160 160                   Penn  Ivy  -2.05      48    2003      308     2010
#> 161 161        Sam Houston St. CUSA  -2.08      73    2023      287     2012
#> 162 162       North Dakota St.  Sum  -2.08      61    2014      279     2024
#> 163 163           Oral Roberts  Sum  -2.22      66    1997      330     2025
#> 164 164                Wofford   SC  -2.29      18    2019      292     1997
#> 165 165             Evansville  MVC  -2.33      72    2016      352     2023
#> 166 166            Georgia St.   SB  -2.40      66    2014      281     2023
#> 167 167                Liberty CUSA  -2.43      48    2023      333     2015
#> 168 168             Wright St. Horz  -2.46      65    2010      243     2015
#> 169 169           UC San Diego   BW  -2.63      39    2025      276     2023
#> 170 170                Montana BSky  -2.65      72    2018      248     2022
#> 171 171          Southern Miss   SB  -2.67      45    2001      341     2022
#> 172 172         UNC Wilmington  CAA  -2.67      37    2003      312     2020
#> 173 173                 Furman   SC  -2.72      59    2019      342     2014
#> 174 174            Chattanooga   SC  -2.77      67    2022      310     2013
#> 175 175          East Carolina Amer  -3.02     109    1997      307     2018
#> 176 176                 Drexel  CAA  -3.08      45    2012      257     2008
#> 177 177            Utah Valley   BW  -3.11      64    2023      326     2010
#> 178 178      Stephen F. Austin Slnd  -3.18      41    2016      311     2019
#> 179 179           UT Arlington  UAC  -3.19      75    2017      274     1997
#> 180 180               Miami OH  MAC  -3.19      29    1999      279     2017
#> 181 181         Long Beach St.   BW  -3.30      36    2012      308     2025
#> 182 182          South Alabama   SB  -3.35      49    1998      297     2015
#> 183 183               Winthrop BSth  -3.41      51    2007      306     1998
#> 184 184                   Rice Amer  -3.42      71    2004      325     2013
#> 185 185       Illinois Chicago  MVC  -3.46      42    1998      335     2016
#> 186 186         UNC Greensboro   SC  -3.48      82    2018      324     2009
#> 187 187               Portland  WCC  -3.51      79    2010      326     2019
#> 188 188                Oakland Horz  -3.55      56    2011      272     2023
#> 189 189              Weber St. BSky  -3.60      71    2013      300     2025
#> 190 190              Milwaukee Horz  -3.76      36    2005      335     2022
#> 191 191               Delaware CUSA  -3.79     103    1999      295     2007
#> 192 192           Northeastern  CAA  -4.03      71    2010      310     2023
#> 193 193          James Madison   SB  -4.05      63    2024      312     2005
#> 194 194                Fordham  A10  -4.07     127    2006      321     2009
#> 195 195           San Jose St.  MWC  -4.22      97    2023      347     2015
#> 196 196                Seattle  WCC  -4.27     107    2024      294     2016
#> 197 197               Ball St.  MAC  -4.27      55    2002      296     2014
#> 198 198           Arkansas St.   SB  -4.35      84    2025      295     2015
#> 199 199            Cal Baptist   BW  -4.40     155    2023      229     2021
#> 200 200        Appalachian St.   SB  -4.50      76    2007      331     2014
#> 201 201          Cleveland St. Horz  -4.54      66    2009      313     2020
#> 202 202          Detroit Mercy Horz  -4.57      29    1998      351     2024
#> 203 203          Bowling Green  MAC  -4.57      60    2002      289     2025
#> 204 204       Western Michigan  MAC  -4.62      31    2004      329     2022
#> 205 205     Eastern Washington BSky  -4.73     105    2021      299     2013
#> 206 206                Cornell  Ivy  -4.91      46    2010      340     2014
#> 207 207      Northern Kentucky Horz  -4.98      90    2018      311     2014
#> 208 208                   Troy   SB  -5.01      88    2004      305     2021
#> 209 209           Tarleton St.  UAC  -5.06     129    2024      288     2025
#> 210 210                   UTSA Amer  -5.07     149    2019      338     2016
#> 211 211              Green Bay Horz  -5.10      71    2015      361     2023
#> 212 212                Samford   SC  -5.15      81    2024      321     2020
#> 213 213                 Mercer   SC  -5.40      87    2014      318     2006
#> 214 214       Jacksonville St. CUSA  -5.41     108    2025      326     2008
#> 215 215              Texas St.  P12  -5.55      93    2020      321     2006
#> 216 216                  Siena MAAC  -5.66      59    2010      357     2024
#> 217 217      Cal St. Fullerton   BW  -5.71      88    2008      351     2025
#> 218 218      Abilene Christian  UAC  -5.73      84    2021      348     2014
#> 219 219             St. Thomas  Sum  -5.79     130    2025      305     2022
#> 220 220               Bucknell   PL  -5.83      58    2013      336     2022
#> 221 221                   CSUN   BW  -5.98      85    2001      332     2022
#> 222 222                 Towson  CAA  -6.02      75    2022      339     2012
#> 223 223               Lipscomb ASun  -6.19      45    2019      310     2002
#> 224 224       Georgia Southern   SB  -6.22     103    2019      328     2011
#> 225 225                    FIU CUSA  -6.27     111    1998      311     2004
#> 226 226      Northern Colorado BSky  -6.34      75    2020      314     2016
#> 227 227       Eastern Michigan  MAC  -6.37      65    1998      326     2024
#> 228 228          UNC Asheville BSth  -6.60     110    2017      347     2019
#> 229 229       Central Michigan  MAC  -6.73      70    2003      334     2023
#> 230 230         William & Mary  CAA  -6.76      87    2016      338     2022
#> 231 231       Coastal Carolina   SB  -6.78     117    2011      329     2025
#> 232 232               UC Davis  MWC  -6.79     101    2015      328     2012
#> 233 233     Florida Gulf Coast ASun  -6.87     105    2013      310     2020
#> 234 234                  Rider MAAC  -6.91     120    1998      316     2021
#> 235 235            Stony Brook  CAA  -6.92      60    2013      333     2025
#> 236 236           UC Riverside   BW  -6.93     106    2021      322     2019
#> 237 237          Southern Utah BSky  -6.95      97    2001      351     2014
#> 238 238    Cal St. Bakersfield   BW  -6.97      90    2017      320     2008
#> 239 239            Montana St. BSky  -7.01     113    2023      320     2015
#> 240 240                  Brown  Ivy  -7.02     134    2008      310     2012
#> 241 241            Austin Peay  UAC  -7.07     103    2004      324     2023
#> 242 242      Purdue Fort Wayne Horz  -7.20     135    2016      292     2005
#> 243 243                 Denver  WCC  -7.22      47    2013      338     2021
#> 244 244           Portland St. BSky  -7.30     112    2008      304     2013
#> 245 245              Fairfield MAAC  -7.31     104    2011      334     2025
#> 246 246              Manhattan MAAC  -7.34      48    2004      337     2024
#> 247 247           South Dakota  Sum  -7.35      81    2018      322     2024
#> 248 248           Gardner Webb BSth  -7.43     163    2019      331     2010
#> 249 249      Boston University   PL  -7.47      92    2005      304     2025
#> 250 250                Colgate   PL  -7.51      89    2021      324     2012
#> 251 251               Monmouth  CAA  -7.53      81    2017      348     2023
#> 252 252                Radford BSth  -7.54     122    2019      331     2011
#> 253 253       Eastern Kentucky  UAC  -7.55     110    2013      299     1999
#> 254 254           Morehead St.  OVC  -7.61      89    2011      328     2025
#> 255 255          Robert Morris Horz  -7.63     123    2012      327     2022
#> 256 256                Niagara MAAC  -7.65      75    2009      322     2025
#> 257 257         Youngstown St. Horz  -7.80     131    2023      322     2018
#> 258 258          Saint Peter's MAAC  -7.89      95    2017      316     2019
#> 259 259       Western Carolina   SC  -7.91     110    2024      338     2025
#> 260 260               Cal Poly   BW  -7.91     152    2013      339     2024
#> 261 261             High Point BSth  -7.93      82    2025      341     2020
#> 262 262            Little Rock  UAC  -7.94      56    2016      328     2022
#> 263 263      Northern Illinois Horz  -8.14     120    2006      343     2025
#> 264 264               Columbia  Ivy  -8.16     113    2016      351     2022
#> 265 265                 Queens ASun  -8.26     203    2023      269     2024
#> 266 266 Texas A&M Corpus Chris Slnd  -8.32      91    2007      344     2021
#> 267 267                 Albany   AE  -8.33     121    2016      346     2023
#> 268 268       Northern Arizona BSky  -8.37      71    1998      343     2016
#> 269 269               Canisius MAAC  -8.41      89    1997      359     2025
#> 270 270              Utah Tech BSky  -8.86     146    2023      328     2021
#> 271 271                McNeese Slnd  -9.03      60    2025      340     2021
#> 272 272                  Idaho BSky  -9.06     126    2018      350     2021
#> 273 273             Quinnipiac MAAC  -9.06     149    2014      312     2001
#> 274 274            Kansas City  Sum  -9.10     147    2004      318     2013
#> 275 275       Louisiana Monroe   SB  -9.11     133    2016      344     2025
#> 276 276         Nebraska Omaha  Sum  -9.28     148    2016      344     2022
#> 277 277               American   PL  -9.37     112    2009      331     2022
#> 278 278                IU Indy Horz  -9.39      66    2008      360     2024
#> 279 279                   Elon  CAA  -9.49     136    2017      337     2023
#> 280 280                 Lehigh   PL  -9.64      79    2012      334     2021
#> 281 281              Dartmouth  Ivy  -9.80     116    1997      341     2010
#> 282 282           Jacksonville ASun  -9.82     122    2009      340     2015
#> 283 283          North Florida ASun  -9.87     143    2015      337     2008
#> 284 284                Hampton  CAA  -9.89     116    2002      351     2023
#> 285 285                 Marist MAAC  -9.93     108    2006      336     2010
#> 286 286       Mount St. Mary's MAAC  -9.93     145    2009      325     2002
#> 287 287          North Alabama  UAC -10.07     113    2025      315     2022
#> 288 288                  Lamar Slnd -10.08     108    2012      358     2023
#> 289 289           UMass Lowell   AE -10.16     134    2023      322     2014
#> 290 290             Holy Cross   PL -10.21      66    2005      349     2024
#> 291 291           Kennesaw St. CUSA -10.41     123    2023      352     2020
#> 292 292           North Dakota  Sum -10.48     168    2017      348     2022
#> 293 293              Merrimack MAAC -10.48     184    2025      309     2023
#> 294 294                    VMI   SC -10.57     153    2021      354     2023
#> 295 295                 Bryant   AE -10.58     149    2025      346     2016
#> 296 296               Campbell  CAA -10.65     163    2010      327     2014
#> 297 297         Tennessee Tech   SC -10.65      72    2002      332     2024
#> 298 298       Northwestern St. Slnd -10.68      93    2006      345     2018
#> 299 299                   Navy   PL -10.68     127    2000      329     2012
#> 300 300              Idaho St. BSky -10.81     158    2007      339     2022
#> 301 301             Bellarmine ASun -10.93     167    2021      347     2025
#> 302 302                   UMBC   AE -11.07     127    2008      343     2015
#> 303 303               Nicholls Slnd -11.13     167    2025      331     2016
#> 304 304          Tennessee St.  OVC -11.18     160    2017      334     2015
#> 305 305            USC Upstate BSth -11.20     136    2012      340     2025
#> 306 306 Southeastern Louisiana Slnd -11.26     134    2005      336     2021
#> 307 307              Loyola MD   PL -11.29     124    2013      350     2024
#> 308 308            New Orleans Slnd -11.34      90    1997      345     2013
#> 309 309            Norfolk St. MEAC -11.37     176    2022      322     2007
#> 310 310    Charleston Southern BSth -11.40     160    2019      347     2022
#> 311 311              Lafayette   PL -11.58     140    2000      330     2017
#> 312 312                 Wagner  NEC -11.83     102    2012      346     2025
#> 313 313         Sacramento St.   BW -11.84     156    2006      348     2025
#> 314 314     Southeast Missouri  OVC -11.86      84    2000      352     2024
#> 315 315 North Carolina Central MEAC -11.95      92    2014      343     2009
#> 316 316               Longwood BSth -11.98     145    2022      347     2017
#> 317 317            The Citadel   SC -12.14     151    2002      355     2025
#> 318 318           Sacred Heart MAAC -12.33     185    2007      326     2023
#> 319 319                Stetson ASun -12.37     172    2023      352     2025
#> 320 320          New Hampshire   AE -12.47     182    2017      356     2025
#> 321 321         Texas Southern SWAC -12.62     155    2013      335     2008
#> 322 322                  Maine   AE -12.70     153    1999      354     2022
#> 323 323       Eastern Illinois  OVC -12.88     112    2001      357     2022
#> 324 324       Western Illinois  OVC -12.97     147    1997      345     2025
#> 325 325       Tennessee Martin  OVC -12.98     117    2009      347     2021
#> 326 326   UT Rio Grande Valley Slnd -13.03     167    2002      348     2016
#> 327 327                    LIU  NEC -13.48      93    1997      363     2023
#> 328 328                   Army   PL -13.67     158    2013      344     2024
#> 329 329             Binghamton   AE -13.75     177    2009      344     2012
#> 330 330           Presbyterian BSth -13.77     179    2019      350     2017
#> 331 331    Central Connecticut  NEC -14.35     135    2000      351     2016
#> 332 332             Morgan St. MEAC -14.62     150    2009      334     2024
#> 333 333                   NJIT   AE -14.62     173    2015      353     2025
#> 334 334     North Carolina A&T  CAA -14.63     227    2013      349     2017
#> 335 335               Southern SWAC -14.63     162    2013      345     2011
#> 336 336    Fairleigh Dickinson  NEC -14.73      96    1998      345     2022
#> 337 337                   SIUE  OVC -15.08     217    2025      342     2011
#> 338 338            Jackson St. SWAC -15.19     217    1999      337     2018
#> 339 340       Central Arkansas  UAC -15.56     213    2018      349     2025
#> 340 341         East Texas A&M Slnd -15.57     307    2023      333     2024
#> 341 342     South Carolina St. MEAC -15.64     149    1998      353     2021
#> 342 343         Incarnate Word Slnd -16.09     224    2025      353     2022
#> 343 344       Southern Indiana  OVC -16.21     285    2023      335     2025
#> 344 345             Coppin St. MEAC -16.45     128    1997      361     2025
#> 345 346                 Howard MEAC -16.59     218    2023      350     2020
#> 346 347            Alabama St. SWAC -16.65     200    2009      354     2021
#> 347 348      Houston Christian Slnd -16.70     221    2017      355     2024
#> 348 349           Delaware St. MEAC -17.09     200    2007      356     2023
#> 349 350       Prairie View A&M SWAC -17.27     209    2019      357     2025
#> 350 351        Bethune Cookman SWAC -17.61     230    2000      349     2023
#> 351 352           West Georgia  UAC -17.81     350    2025      350     2025
#> 352 353             Alcorn St. SWAC -18.00     155    1999      349     2019
#> 353 354               Le Moyne  NEC -18.53     302    2024      354     2025
#> 354 355          Grambling St. SWAC -18.67     182    2023      351     2015
#> 355 356            Florida A&M SWAC -18.76     254    2007      359     2023
#> 356 357             Lindenwood  OVC -19.25     327    2025      356     2024
#> 357 358            Chicago St.  NEC -19.34     203    2007      362     2025
#> 358 359             Mercyhurst  NEC -19.68     342    2025      342     2025
#> 359 360            Alabama A&M SWAC -19.70     247    2000      360     2025
#> 360 361              Stonehill  NEC -19.97     323    2025      359     2024
#> 361 362 Maryland Eastern Shore MEAC -20.25     207    2015      358     2025
#> 362 363    Arkansas Pine Bluff SWAC -20.90     231    2010      363     2025
#> 363 364 Mississippi Valley St. SWAC -21.03     168    2004      364     2025
#>     kp_median top10 top25 top50 ch f4 s16 r1 chg
#> 1           5    24    28    29  3  7  20 27   0
#> 2          10    16    23    27  2  6  16 25   0
#> 3           8    19    27    29  2  6  15 28   0
#> 4          10    15    20    25  3  9  15 24   0
#> 5          18     8    22    26  1  2  15 24   0
#> 6          22    10    16    25  3  5  10 20   5
#> 7          15    14    20    28  1  8  16 26  -1
#> 8          33     4    12    18  0  4  14 20   0
#> 9          26     6    14    25  0  1   7 23   0
#> 10         22     8    15    20  6  7  11 19  -3
#> 11         28     7    14    19  2  4   8 18  -1
#> 12         21    12    20    28  0  2  14 26   0
#> 13         31     6    10    17  0  0   9 18   4
#> 14         34     4    10    17  1  1   5 13   0
#> 15         25     7    15    23  0  3   6 17  -2
#> 16         23     9    16    22  1  3   8 18  -1
#> 17         41     3     9    20  0  1   4 16  -1
#> 18         57     3     6    11  0  1   5 12   5
#> 19         26     4    14    22  1  2   7 18  -1
#> 20         44     4    11    18  0  2   8 13   0
#> 21         25     7    15    20  0  1   5 18   0
#> 22         17     8    20    26  0  3  10 25   0
#> 23         25     7    15    23  0  1  11 21   1
#> 24         40     4    10    20  1  3  11 18  -5
#> 25         42     2     6    16  0  1   7 14   0
#> 26         39     4     8    20  0  2   6 19   1
#> 27         32     4    11    22  0  0   2 18   1
#> 28         51     5     8    14  1  1   3 12  -2
#> 29         82     3     6    10  0  2   4  9  13
#> 30         44     0     5    16  0  0   4 14   8
#> 31         33     4    13    17  0  1   8 14  -1
#> 32         55     1     3    11  0  0   3 11   1
#> 33         39     3     7    16  0  1   3 15  -4
#> 34         49     4     7    15  0  1   4 13  -3
#> 35         94     5     8     8  0  2   6  8  11
#> 36         36     1     8    17  0  1   5 17  -4
#> 37         70     0     6    10  0  1   3  9   0
#> 38         48     2     9    15  0  0   6 15   1
#> 39         32     0    12    19  0  0   8 19  -4
#> 40         63     3     6    13  0  1   5 11   5
#> 41         39     0     5    16  0  0   4  9  -7
#> 42         68     0     4     8  0  0   4  9  -1
#> 43         39     0     6    17  0  0   3 17  -3
#> 44         57     2     7    12  0  1   3 11  -8
#> 45         54     0     3    13  0  0   0  9   3
#> 46         50     1     3    15  0  1   4 12  -2
#> 47         55     0     4    14  0  1   5 11  -4
#> 48         64     1     5    13  0  0   3 11   5
#> 49         60     1     4    10  0  0   3 10  -2
#> 50         41     1    10    16  0  0   1 11   0
#> 51         49     1     7    16  0  0   2 13   1
#> 52         59     4    11    14  0  0   5 14  -1
#> 53         55     2     5    12  0  0   2 14   5
#> 54         52     5     8    14  0  1   5 12  -5
#> 55         41     1     6    16  0  0   3 13  -1
#> 56         72     0     1     6  0  0   0  5   0
#> 57         74     1     3     7  0  0   1  7   4
#> 58         69     0     2    10  0  0   2  9  -3
#> 59         73     0     4    10  0  0   2  9  11
#> 60         42     0     8    15  0  2   5 15  -3
#> 61         58     0     3    13  0  0   2  9   6
#> 62         45     0     9    15  0  0   3 10   0
#> 63         78     0     2     7  0  0   0  7   8
#> 64         48     4     5    15  0  1   4 11  -5
#> 65         70     0     3     7  0  1   1  5   4
#> 66         52     2     6    13  0  1   4 13  -6
#> 67         86     1     3     8  0  1   1  6  -3
#> 68         72     3     6    11  0  0   1  8  -5
#> 69         58     1     2    12  0  1   1  8  -3
#> 70         72     1     2     5  0  0   0  8  -5
#> 71         60     0     1     6  0  0   1  8  -3
#> 72         82     0     1     8  0  0   1  3   2
#> 73        103     0     3     7  0  0   0  5   0
#> 74         83     0     2     8  0  0   1  6  -2
#> 75         81     0     0     7  0  0   1  8   0
#> 76         56     0     6    14  0  0   1 12   1
#> 77        105     0     0     4  0  0   0  1   1
#> 78         83     0     0     5  0  0   0  3   1
#> 79         67     0     3    10  0  0   1  9  -3
#> 80         90     0     0     6  0  0   0  3   2
#> 81         63     0     2     9  0  1   1 14   2
#> 82         64     1     1    10  0  0   1  9  -2
#> 83        112     0     2     5  0  0   0  2   2
#> 84         69     0     3    11  0  0   0 14   0
#> 85         66     2     7    11  0  1   3  8  -4
#> 86        101     0     2     6  0  0   2  8   0
#> 87         87     0     3    12  0  0   0 10   0
#> 88        129     0     0     1  0  0   0  3   0
#> 89         96     0     0     6  0  0   0  3   2
#> 90        105     0     3     7  0  0   1  8   0
#> 91         69     1     6    10  0  0   2 12  -2
#> 92        100     0     1     4  0  0   0  6   1
#> 93        135     0     0     2  0  0   0  2  -1
#> 94        115     1     1     5  0  0   1  3   1
#> 95        119     0     1     4  0  0   1 10  -1
#> 96         99     0     0     2  0  0   1  7   0
#> 97         98     0     2     3  0  0   0  6   0
#> 98         97     1     3     8  0  0   2  7   0
#> 99        102     0     1     5  0  0   1  7   2
#> 100        97     0     0     4  0  0   1  5  -1
#> 101       121     0     0     1  0  0   1  2   3
#> 102       116     0     1     4  0  0   1  5   1
#> 103       109     0     0     1  0  0   0  3  -1
#> 104       144     0     1     1  0  0   0  2   3
#> 105       100     0     0     0  0  0   0 11   0
#> 106        94     1     2     5  0  0   1  6  -6
#> 107       127     0     0     3  0  0   1  8  -1
#> 108       112     0     0     1  0  0   0  4   0
#> 109       131     0     0     2  0  0   0 11   0
#> 110       122     0     2     4  0  0   0  8   0
#> 111       131     0     2     2  0  1   1  5   2
#> 112       125     0     0     0  0  0   0  2   0
#> 113       166     1     1     3  0  1   2  3   1
#> 114       122     0     0     5  0  0   0  6   3
#> 115        95     0     1     3  0  0   1  1   0
#> 116       131     0     1     5  0  0   2  6   2
#> 117       155     0     1     1  0  0   0  5   6
#> 118       145     0     0     0  0  0   0  0   6
#> 119       120     0     1     1  0  0   1  2   2
#> 120       129     0     0     7  0  0   0  7  -4
#> 121       127     0     0     1  0  0   0  0   1
#> 122       108     0     0     1  0  0   0  6   3
#> 123       175     0     0     1  0  0   0  3   5
#> 124       132     0     0     3  0  0   0  2   2
#> 125       120     0     1     2  0  0   1  7  -5
#> 126       116     0     0     0  0  0   0  4   1
#> 127       136     0     0     1  0  0   0  1  -8
#> 128       115     0     1     2  0  0   1  6   1
#> 129       138     0     0     1  0  0   0  3   2
#> 130       148     0     0     2  0  0   1  8   2
#> 131       133     0     0     2  0  0   0  3   2
#> 132       159     0     0     4  0  0   0  2   5
#> 133       118     0     0     2  0  0   0  6  -3
#> 134       139     0     0     0  0  0   0  2   7
#> 135       160     0     0     1  0  0   1  1  -1
#> 136       156     0     0     0  0  0   0  1   2
#> 137       127     0     0     3  0  0   0  3 -26
#> 138       175     0     0     1  0  0   0  5   7
#> 139       149     0     0     3  0  0   0  5  -3
#> 140       133     0     0     1  0  0   0 10  -5
#> 141       159     0     0     0  0  0   0  2  -2
#> 142       214     0     1     4  0  0   0  2  -2
#> 143       188     0     0     1  0  0   0  2  -1
#> 144       123     0     0     0  0  0   0  6   0
#> 145       127     0     0     0  0  0   1  4  -2
#> 146       148     0     0     0  0  0   0  5   2
#> 147       128     0     0     0  0  0   0  7   2
#> 148       118     0     0     0  0  0   0  0  -1
#> 149       174     0     0     0  0  0   0  0   1
#> 150       140     0     0     1  0  0   0 11  -4
#> 151       157     0     0     0  0  0   0  1   1
#> 152       218     0     0     2  0  0   0  4   1
#> 153       163     0     0     0  0  0   0  3   4
#> 154       165     0     0     0  0  0   0  5   1
#> 155       135     0     0     0  0  0   0  2   1
#> 156       148     0     1     1  0  0   0  4  -5
#> 157       153     0     0     0  0  0   0  5  -3
#> 158       203     0     0     0  0  0   0  0   3
#> 159       233     0     1     2  0  1   1  3   3
#> 160       155     0     0     1  0  0   0  8  -2
#> 161       180     0     0     0  0  0   0  2   3
#> 162       152     0     0     0  0  0   0  4   4
#> 163       141     0     0     0  0  0   1  5  -3
#> 164       197     0     1     1  0  0   0  6   3
#> 165       180     0     0     0  0  0   0  1   0
#> 166       186     0     0     0  0  0   0  5  -7
#> 167       231     0     0     1  0  0   0  4  17
#> 168       158     0     0     0  0  0   0  3   0
#> 169       231     0     0     1  0  0   0  1  63
#> 170       164     0     0     0  0  0   0 10   1
#> 171       144     0     0     1  0  0   0  1  -8
#> 172       156     0     0     2  0  0   0  7   4
#> 173       199     0     0     0  0  0   0  1  -4
#> 174       166     0     0     0  0  0   1  5  -1
#> 175       189     0     0     0  0  0   0  0  -3
#> 176       158     0     0     1  0  0   0  1  -1
#> 177       204     0     0     0  0  0   0  0  -3
#> 178       157     0     0     1  0  0   0  5  10
#> 179       205     0     0     0  0  0   0  1  -9
#> 180       146     0     0     1  0  0   1  3  -2
#> 181       168     0     0     1  0  0   0  3  -2
#> 182       193     0     0     1  0  0   0  4   3
#> 183       176     0     0     0  0  0   0  9   4
#> 184       199     0     0     0  0  0   0  0  -7
#> 185       194     0     0     1  0  0   0  3   1
#> 186       220     0     0     0  0  0   0  3  -3
#> 187       212     0     0     0  0  0   0  0  -6
#> 188       175     0     0     0  0  0   0  4   1
#> 189       169     0     0     0  0  0   0  5  -9
#> 190       168     0     0     1  0  0   1  4   8
#> 191       196     0     0     0  0  0   0  4  25
#> 192       189     0     0     0  0  0   0  2   1
#> 193       207     0     0     0  0  0   0  2  -1
#> 194       208     0     0     0  0  0   0  0  -3
#> 195       249     0     0     0  0  0   0  0   7
#> 196       213     0     0     0  0  0   0  0  -2
#> 197       171     0     0     0  0  0   0  1  -7
#> 198       194     0     0     0  0  0   0  1   5
#> 199       197     0     0     0  0  0   0  0  -3
#> 200       206     0     0     0  0  0   0  1  -1
#> 201       195     0     0     0  0  0   0  2   4
#> 202       161     0     0     2  0  0   0  3  -1
#> 203       184     0     0     0  0  0   0  0  -8
#> 204       166     0     0     2  0  0   0  3  -7
#> 205       197     0     0     0  0  0   0  3  -5
#> 206       227     0     0     1  0  0   1  3   4
#> 207       198     0     0     0  0  0   0  3   0
#> 208       202     0     0     0  0  0   0  3   6
#> 209       212     0     0     0  0  0   0  0 -27
#> 210       221     0     0     0  0  0   0  3  -6
#> 211       175     0     0     0  0  0   0  1  -3
#> 212       221     0     0     0  0  0   0  3  -1
#> 213       209     0     0     0  0  0   0  1  -7
#> 214       245     0     0     0  0  0   0  2   5
#> 215       219     0     0     0  0  0   0  1  -2
#> 216       174     0     0     0  0  0   0  5  -7
#> 217       210     0     0     0  0  0   0  3  -2
#> 218       214     0     0     0  0  0   0  2  -6
#> 219       175     0     0     0  0  0   0  0  31
#> 220       200     0     0     0  0  0   0  6  -3
#> 221       223     0     0     0  0  0   0  2   7
#> 222       244     0     0     0  0  0   0  0   0
#> 223       204     0     0     1  0  0   0  2  15
#> 224       229     0     0     0  0  0   0  0  -6
#> 225       234     0     0     0  0  0   0  0  -1
#> 226       227     0     0     0  0  0   0  1   4
#> 227       210     0     0     0  0  0   0  1  -7
#> 228       237     0     0     0  0  0   0  5   7
#> 229       229     0     0     0  0  0   0  1   0
#> 230       219     0     0     0  0  0   0  0   1
#> 231       235     0     0     0  0  0   0  2 -10
#> 232       226     0     0     0  0  0   0  1   2
#> 233       199     0     0     0  0  0   1  3   4
#> 234       206     0     0     0  0  0   0  0 -11
#> 235       234     0     0     0  0  0   0  1  -9
#> 236       253     0     0     0  0  0   0  0  16
#> 237       248     0     0     0  0  0   0  1 -12
#> 238       244     0     0     0  0  0   0  1   4
#> 239       222     0     0     0  0  0   0  2   2
#> 240       238     0     0     0  0  0   0  0   0
#> 241       195     0     0     0  0  0   0  3  -8
#> 242       236     0     0     0  0  0   0  0  16
#> 243       222     0     0     1  0  0   0  0   0
#> 244       239     0     0     0  0  0   0  2   2
#> 245       206     0     0     0  0  0   0  1 -18
#> 246       213     0     0     1  0  0   0  3 -10
#> 247       234     0     0     0  0  0   0  0   4
#> 248       225     0     0     0  0  0   0  1   6
#> 249       194     0     0     0  0  0   0  3  -5
#> 250       237     0     0     0  0  0   0  5  -5
#> 251       242     0     0     0  0  0   0  3   2
#> 252       222     0     0     0  0  0   0  3  11
#> 253       238     0     0     0  0  0   0  3   4
#> 254       221     0     0     0  0  0   0  4  -6
#> 255       240     0     0     0  0  0   0  4  12
#> 256       195     0     0     0  0  0   0  2 -17
#> 257       234     0     0     0  0  0   0  0   7
#> 258       222     0     0     0  0  0   1  3  -9
#> 259       241     0     0     0  0  0   0  0 -12
#> 260       232     0     0     0  0  0   0  1   6
#> 261       248     0     0     0  0  0   0  1  11
#> 262       215     0     0     0  0  0   0  1  -1
#> 263       230     0     0     0  0  0   0  0  -7
#> 264       262     0     0     0  0  0   0  0  -2
#> 265       212     0     0     0  0  0   0  0   4
#> 266       227     0     0     0  0  0   0  2  13
#> 267       243     0     0     0  0  0   0  5  -8
#> 268       220     0     0     0  0  0   0  2  -3
#> 269       237     0     0     0  0  0   0  0 -14
#> 270       281     0     0     0  0  0   0  0 -10
#> 271       267     0     0     0  0  0   0  3  30
#> 272       231     0     0     0  0  0   0  0  -1
#> 273       237     0     0     0  0  0   0  0  -3
#> 274       249     0     0     0  0  0   0  0   0
#> 275       263     0     0     0  0  0   0  0  -7
#> 276       258     0     0     0  0  0   0  1  12
#> 277       207     0     0     0  0  0   0  3  -2
#> 278       204     0     0     0  0  0   0  1   0
#> 279       255     0     0     0  0  0   0  0   2
#> 280       249     0     0     0  0  0   0  2  -4
#> 281       289     0     0     0  0  0   0  0   5
#> 282       260     0     0     0  0  0   0  0   3
#> 283       259     0     0     0  0  0   0  0  -1
#> 284       251     0     0     0  0  0   0  5   3
#> 285       251     0     0     0  0  0   0  0  -8
#> 286       243     0     0     0  0  0   0  4  -6
#> 287       273     0     0     0  0  0   0  0  25
#> 288       226     0     0     0  0  0   0  1  15
#> 289       266     0     0     0  0  0   0  0  -6
#> 290       236     0     0     0  0  0   0  5  -6
#> 291       310     0     0     0  0  0   0  1  13
#> 292       264     0     0     0  0  0   0  1   1
#> 293       257     0     0     0  0  0   0  0   5
#> 294       283     0     0     0  0  0   0  0  -5
#> 295       236     0     0     0  0  0   0  1   0
#> 296       283     0     0     0  0  0   0  0  -2
#> 297       238     0     0     0  0  0   0  0  -7
#> 298       253     0     0     0  0  0   0  3  15
#> 299       266     0     0     0  0  0   0  2  -8
#> 300       263     0     0     0  0  0   0  0  -4
#> 301       262     0     0     0  0  0   0  0 -28
#> 302       266     0     0     0  0  0   0  2 -10
#> 303       263     0     0     0  0  0   0  1  16
#> 304       252     0     0     0  0  0   0  0  -4
#> 305       283     0     0     0  0  0   0  0  -8
#> 306       274     0     0     0  0  0   0  1  14
#> 307       270     0     0     0  0  0   0  1  -8
#> 308       262     0     0     0  0  0   0  0   6
#> 309       263     0     0     0  0  0   0  4   2
#> 310       298     0     0     0  0  0   0  1  -2
#> 311       247     0     0     0  0  0   0  3  -9
#> 312       241     0     0     0  0  0   0  2  -5
#> 313       285     0     0     0  0  0   0  0  -7
#> 314       251     0     0     0  0  0   0  1   3
#> 315       293     0     0     0  0  0   0  1  -6
#> 316       316     0     0     0  0  0   0  2   6
#> 317       304     0     0     0  0  0   0  0 -12
#> 318       287     0     0     0  0  0   0  0  -2
#> 319       281     0     0     0  0  0   0  1  -4
#> 320       276     0     0     0  0  0   0  0 -10
#> 321       267     0     0     0  0  0   0  5  -3
#> 322       271     0     0     0  0  0   0  0  -1
#> 323       268     0     0     0  0  0   0  1   1
#> 324       274     0     0     0  0  0   0  0  -1
#> 325       281     0     0     0  0  0   0  0   0
#> 326       282     0     0     0  0  0   0  0   4
#> 327       271     0     0     0  0  0   0  3   0
#> 328       282     0     0     0  0  0   0  0   0
#> 329       304     0     0     0  0  0   0  1  -3
#> 330       326     0     0     0  0  0   0  0   2
#> 331       257     0     0     0  0  0   0  3   5
#> 332       297     0     0     0  0  0   0  2  -1
#> 333       307     0     0     0  0  0   0  0  -4
#> 334       300     0     0     0  0  0   0  1  -1
#> 335       288     0     0     0  0  0   0  2  -1
#> 336       280     0     0     0  0  0   0  4  -1
#> 337       307     0     0     0  0  0   0  1   5
#> 338       281     0     0     0  0  0   0  3  -1
#> 339       319     0     0     0  0  0   0  0  -2
#> 340       326     0     0     0  0  0   0  0   4
#> 341       286     0     0     0  0  0   0  3   2
#> 342       341     0     0     0  0  0   0  0   9
#> 343       328     0     0     0  0  0   0  0  -4
#> 344       298     0     0     0  0  0   0  1  -2
#> 345       315     0     0     0  0  0   0  1   0
#> 346       294     0     0     0  0  0   0  3   1
#> 347       326     0     0     0  0  0   0  0   5
#> 348       298     0     0     0  0  0   0  1   0
#> 349       313     0     0     0  0  0   0  1  -3
#> 350       306     0     0     0  0  0   0  0  -1
#> 351       350     0     0     0  0  0   0  0  NA
#> 352       323     0     0     0  0  0   0  1  -2
#> 353       328     0     0     0  0  0   0  0 -15
#> 354       309     0     0     0  0  0   0  1  -1
#> 355       314     0     0     0  0  0   0  2  -1
#> 356       343     0     0     0  0  0   0  0   4
#> 357       308     0     0     0  0  0   0  0  -2
#> 358       342     0     0     0  0  0   0  0  NA
#> 359       323     0     0     0  0  0   0  0  -3
#> 360       331     0     0     0  0  0   0  0   1
#> 361       325     0     0     0  0  0   0  0  -4
#> 362       323     0     0     0  0  0   0  1  -3
#> 363       325     0     0     0  0  0   0  1  -5
# }