Load and Install Packages

if (!requireNamespace('pacman', quietly = TRUE)){
  install.packages('pacman')
}
pacman::p_load(dplyr,tidyr, gt)
pacman::p_load_current_gh("saiemgilani/cfbfastR")

CFBD Recruiting Player

Gets CFB recruiting information for a single year with filters available for team, recruit type, state and position.

cfbd_recruiting_player(2018, team = "Texas")
##       id athlete_id recruit_type year ranking                name
## 1  42926    4362077   HighSchool 2018      19        Caden Sterns
## 2  42931    4362086   HighSchool 2018      24         B.J. Foster
## 3  42954    4362074   HighSchool 2018      47         Jalen Green
## 4  42959    4362088   HighSchool 2018      52 DeMarvion Overshown
## 5  42968    4362107   HighSchool 2018      61      Brennan Eagles
## 6  42971    4362076   HighSchool 2018      64        Anthony Cook
## 7  43003    4362079   HighSchool 2018      96        Joshua Moore
## 8  43011       <NA>   HighSchool 2018     104    Al'vonte Woodard
## 9  43022       <NA>   HighSchool 2018     115     D'shawn Jamison
## 10 43026    4362091   HighSchool 2018     119      Ayodele Adeoye
## 11 43030    4362117   HighSchool 2018     123      Keondre Coburn
## 12 43032    4362104   HighSchool 2018     125      Junior Angilau
## 13 43071    4362087   HighSchool 2018     164     Keaontay Ingram
## 14 43093    4362094   HighSchool 2018     186        Joseph Ossai
## 15 43134    4362110   HighSchool 2018     227        Malcolm Epps
## 16 43154   -1034698   HighSchool 2018     247      Cameron Rising
## 17 43198    4362073   HighSchool 2018     291      Casey Thompson
## 18 43207    4362105   HighSchool 2018     300         Reese Moore
## 19 43210    4362102   HighSchool 2018     303      Rafiti Ghirmai
## 20 43297    4362116   HighSchool 2018     390          Moro Ojomo
## 21 43352    4362095   HighSchool 2018     445       Byron Vaughns
## 22 43433    4362090   HighSchool 2018     526    Michael Williams
## 23 43442    4362113   HighSchool 2018     535       Daniel Carson
## 24 43631    4362103   HighSchool 2018     724     Christian Jones
## 25 67924    4362078   HighSchool 2018    1366      Ryan Bujcevski
## 26 44561    4362081   HighSchool 2018    1654      Cameron Dicker
## 27 44576    4362093   HighSchool 2018    1669   Luke Brockermeyer
## 28 44861    4362097   HighSchool 2018    1952        Justin Mader
## 29 44273    4362078   HighSchool 2018      NA      Ryan Bujcevski
##                  school committed_to position height weight stars rating
## 1                Steele        Texas        S   73.0    192     5 0.9886
## 2              Angleton        Texas        S   73.0    188     5 0.9865
## 3               Heights        Texas       CB   72.0    171     4 0.9762
## 4                   Arp        Texas        S   76.0    200     4 0.9737
## 5          Alief Taylor        Texas       WR   75.5    214     4 0.9699
## 6                 Lamar        Texas       CB   72.0    168     4 0.9682
## 7                Yoakum        Texas       WR   73.0    170     4 0.9556
## 8                 Lamar        Texas       WR   73.0    193     4 0.9518
## 9                 Lamar        Texas       CB   70.0    174     4 0.9486
## 10          IMG Academy        Texas      ILB   72.0    231     4 0.9475
## 11            Westfield        Texas       DT   73.0    329     4 0.9468
## 12                 East        Texas       OT   78.0    297     4 0.9458
## 13             Carthage        Texas       RB   73.0    190     4 0.9324
## 14            Oak Ridge        Texas      WDE   76.0    220     4 0.9257
## 15              Dekaney        Texas       TE   77.5    218     4 0.9137
## 16         Newbury Park        Texas      PRO   74.0    209     4 0.9096
## 17            Newcastle        Texas     DUAL   73.0    184     4 0.9021
## 18             Seminole        Texas       OT   78.0    280     4 0.8997
## 19             Wakeland        Texas       OT   76.0    290     4 0.8993
## 20                 Katy        Texas       DT   75.0    280     3 0.8884
## 21        Eastern Hills        Texas      OLB   75.5    216     3 0.8830
## 22        Dunham School        Texas      ATH   74.0    240     3 0.8763
## 23     William Chrisman        Texas      SDE   77.0    260     3 0.8763
## 24             Cy Woods        Texas       OT   78.0    285     3 0.8647
## 25    ProKick Australia        Texas        P   72.0    180     3 0.8390
## 26          Lake Travis        Texas        K   73.0    187     3 0.8263
## 27 All Saints Episcopal        Texas      OLB   75.0    210     3 0.8255
## 28             Magnolia        Texas       LS   72.0    215     3 0.8125
## 29    ProKick Australia        Texas        P   72.0    180     3 0.8390
##              city state_province country hometown_info_latitude
## 1          Cibolo             TX     USA             29.5707831
## 2        Angleton             TX     USA               29.16941
## 3         Houston             TX     USA             29.7589382
## 4             Arp             TX     USA             32.2254831
## 5         Houston             TX     USA             29.7589382
## 6         Houston             TX     USA             29.7589382
## 7          Yoakum             TX     USA              29.289352
## 8         Houston             TX     USA             29.7589382
## 9         Houston             TX     USA             29.7589382
## 10    Saint Louis             MO     USA             38.6264178
## 11        Houston             TX     USA             29.7589382
## 12 Salt Lake City             UT     USA             40.7596198
## 13       Carthage             TX     USA             32.1570412
## 14         Conroe             TX     USA             30.3118769
## 15        Houston             TX     USA             29.7589382
## 16   Newbury Park             CA     USA              34.183671
## 17      Newcastle             OK     USA             35.2472869
## 18       Seminole             TX     USA             32.7189926
## 19         Frisco             TX     USA             33.1506744
## 20           Katy             TX     USA             29.7857853
## 21     Fort Worth             TX     USA              32.753177
## 22    Baton Rouge             LA     USA             30.4459596
## 23   Independence             MO     USA             39.0924792
## 24        Cypress             TX     USA             29.9691116
## 25           <NA>           <NA>    AUST                   <NA>
## 26         Austin             TX     USA             30.2711286
## 27     Fort Worth             TX     USA              32.753177
## 28       Magnolia             TX     USA             30.2093794
## 29           <NA>           <NA>    <NA>                   <NA>
##    hometown_info_longitude hometown_info_fips_code
## 1              -98.2330927                   48187
## 2              -95.4318847                   48039
## 3              -95.3676974                   48201
## 4               -95.059035                   48423
## 5              -95.3676974                   48201
## 6              -95.3676974                   48201
## 7              -97.1492978                   48123
## 8              -95.3676974                   48201
## 9              -95.3676974                   48201
## 10             -90.1998378                   29510
## 11             -95.3676974                   48201
## 12            -111.8867975                   49035
## 13              -94.338114                   48365
## 14             -95.4560512                   48339
## 15             -95.3676974                   48201
## 16            -118.9118302                   06111
## 17               -97.59976                   40087
## 18            -102.6449101                   48165
## 19             -96.8236116                   48085
## 20             -95.8243956                   48157
## 21             -97.3327459                   48439
## 22               -91.18738                   22033
## 23             -94.4137923                   29095
## 24             -95.6971686                   48201
## 25                    <NA>                    <NA>
## 26             -97.7436995                   48453
## 27             -97.3327459                   48439
## 28             -95.7507815                   48339
## 29                    <NA>                    <NA>
cfbd_recruiting_player(2016, recruit_type = "JUCO")
##        id athlete_id recruit_type year ranking                   name
## 1   55123       <NA>         JUCO 2016       1        Jonathan Kongbo
## 2   55124       <NA>         JUCO 2016       2        Charles Baldwin
## 3   55125   -1039929         JUCO 2016       3          Garett Bolles
## 4   55126       <NA>         JUCO 2016       4       Malcolm Pridgeon
## 5   55127    4057659         JUCO 2016       5          Mark Thompson
## 6   55128    4038530         JUCO 2016       6           Taj Williams
## 7   55129     556465         JUCO 2016       7            Jerod Evans
## 8   55130       <NA>         JUCO 2016       8           Tyree Horton
## 9   55131       <NA>         JUCO 2016       9            Ryan Parker
## 10  55132     545367         JUCO 2016      10        Derrick Willies
## 11  55133    4035019         JUCO 2016      11             Javon Wims
## 12  55134    4039254         JUCO 2016      12            Kyzir White
## 13  55135   -1032005         JUCO 2016      13          Jamarcus King
## 14  55136       <NA>         JUCO 2016      14      Dougladson Subtyl
## 15  55137       <NA>         JUCO 2016      15       Natereace Strong
## 16  55138     545351         JUCO 2016      16        J'Marcus Rhodes
## 17  55139    4035498         JUCO 2016      17         Paul James III
## 18  55140   -1013200         JUCO 2016      18          Na'Ty Rodgers
## 19  55141       <NA>         JUCO 2016      19      David Luafatasaga
## 20  55142    4046669         JUCO 2016      20       Handsome Tanielu
## 21  55143    4047845         JUCO 2016      21            Alex Losoya
## 22  55144       <NA>         JUCO 2016      22         Alexis Johnson
## 23  55145    4035496         JUCO 2016      23      John Franklin III
## 24  55146     548070         JUCO 2016      24          Tyrell Chavis
## 25  55147       <NA>         JUCO 2016      25            Koron Crump
## 26  55148     546539         JUCO 2016      26         Riley Ferguson
## 27  55149       <NA>         JUCO 2016      27             Dre Massey
## 28  55150    4047826         JUCO 2016      28         Christian Hill
## 29  55151   -1016110         JUCO 2016      29           Tate Leavitt
## 30  55152       <NA>         JUCO 2016      30          London Iakopo
## 31  55153       <NA>         JUCO 2016      31             B.J. Autry
## 32  55154    4035174         JUCO 2016      32            Jeff George
## 33  55155       <NA>         JUCO 2016      33           Jeremy Faulk
## 34  55156       <NA>         JUCO 2016      34           AJ Hotchkins
## 35  55157    4039226         JUCO 2016      35        Justin Crawford
## 36  55158       <NA>         JUCO 2016      36        Clifton Garrett
## 37  55159       <NA>         JUCO 2016      37            Tyren Jones
## 38  55160       <NA>         JUCO 2016      38         D.J. Henderson
## 39  55161       <NA>         JUCO 2016      39             Wally Aime
## 40  55162       <NA>         JUCO 2016      40     Travonte Valentine
## 41  55163    4046666         JUCO 2016      41        Jonah Trinnaman
## 42  55164     546876         JUCO 2016      42          Troy Williams
## 43  55165    4047824         JUCO 2016      43       Maurice Chandler
## 44  55166     545258         JUCO 2016      44              Greg Webb
## 45  55167       <NA>         JUCO 2016      45            Greg Bryant
## 46  55168       <NA>         JUCO 2016      46        William Johnson
## 47  55169   -1027421         JUCO 2016      47         Ashton Julious
## 48  55170       <NA>         JUCO 2016      48         Maquedius Bain
## 49  55171       <NA>         JUCO 2016      49           Chris Baccus
## 50  55172     546227         JUCO 2016      50             Nick Terry
## 51  55173       <NA>         JUCO 2016      51        Markell Simmons
## 52  55174     546285         JUCO 2016      52             Mat Boesen
## 53  55175    4040969         JUCO 2016      53             Jamar King
## 54  55176    4047667         JUCO 2016      54         Josiah Coatney
## 55  55177   -1019305         JUCO 2016      55            Lio Lafaele
## 56  55178    4035999         JUCO 2016      56          Ronald Walker
## 57  55179    4037650         JUCO 2016      57             Ben Powers
## 58  55180       <NA>         JUCO 2016      58      Joe Kupcikevicius
## 59  55181   -1039901         JUCO 2016      59              Alec Dana
## 60  55182     559675         JUCO 2016      60           Lashard Durr
## 61  55183    4035379         JUCO 2016      61          Jordan Thomas
## 62  55184       <NA>         JUCO 2016      62             Tramal Ivy
## 63  55185       <NA>         JUCO 2016      63           Brandon Hill
## 64  55186       <NA>         JUCO 2016      64           Demarre Kitt
## 65  55187    4035042         JUCO 2016      65          Jordan Bonner
## 66  55188    4040676         JUCO 2016      66           Devron Davis
## 67  55189       <NA>         JUCO 2016      67        Jordan Carswell
## 68  55190       <NA>         JUCO 2016      68           Ratu Mafileo
## 69  55191    3128317         JUCO 2016      69         Juwann Winfree
## 70  55192     549829         JUCO 2016      70         Jayme Thompson
## 71  55193    4036416         JUCO 2016      71          Byron Pringle
## 72  55194    4035101         JUCO 2016      72            Greg Taylor
## 73  55195   -1001815         JUCO 2016      73           Tyson Rising
## 74  55196       <NA>         JUCO 2016      74         De'Quan Bowman
## 75  55197   -1006220         JUCO 2016      75         Dwayne Wallace
## 76  55198       <NA>         JUCO 2016      76           Deya Mhiesen
## 77  55199   -1033503         JUCO 2016      77           Chris Gaynor
## 78  55200       <NA>         JUCO 2016      78         Larry Williams
## 79  55201   -1041339         JUCO 2016      79          Demetri Moore
## 80  55202    4036009         JUCO 2016      80         Chris Williams
## 81  55203       <NA>         JUCO 2016      81              Tre Brown
## 82  55204       <NA>         JUCO 2016      82         Chima Onyeukwu
## 83  55205    3128753         JUCO 2016      83          Dayall Harris
## 84  55206       <NA>         JUCO 2016      84       Akeem Cooperwood
## 85  55207       <NA>         JUCO 2016      85         Justice Hansen
## 86  55208       <NA>         JUCO 2016      86          Joe Henderson
## 87  55209       <NA>         JUCO 2016      87         Justin Mcinnis
## 88  55210     546687         JUCO 2016      88          Richard Lagow
## 89  55211    4042833         JUCO 2016      89       Phillip Napoleon
## 90  55212   -1002218         JUCO 2016      90           Paul Ramirez
## 91  55213       <NA>         JUCO 2016      91           Kurtis Taufa
## 92  55214   -1015361         JUCO 2016      92      Breontae Matthews
## 93  55215       <NA>         JUCO 2016      93            Kyle Oliver
## 94  55216       <NA>         JUCO 2016      94           Xavier Ubosi
## 95  55217       <NA>         JUCO 2016      95            Mych Thomas
## 96  55218   -1001840         JUCO 2016      96          A.J. McCollum
## 97  55219    4037635         JUCO 2016      97           Kapri Doucet
## 98  55220   -1021339         JUCO 2016      98        Garrison Wright
## 99  55221       <NA>         JUCO 2016      99            Andrew Ford
## 100 55222   -1042302         JUCO 2016     100      Suliasi Tamaivena
## 101 55223     545618         JUCO 2016     101         Johnny Stanton
## 102 55224       <NA>         JUCO 2016     102         Michael Taylor
## 103 55225       <NA>         JUCO 2016     103          David Fangupo
## 104 55226       <NA>         JUCO 2016     104          Deshon Cooper
## 105 55227       <NA>         JUCO 2016     105         Darrion Landry
## 106 55228     546195         JUCO 2016     106           Trent Hosick
## 107 55229    4035069         JUCO 2016     107           Kayaune Ross
## 108 55230    4036348         JUCO 2016     108         Michael Gallup
## 109 55231    4038465         JUCO 2016     109         Tralund Webber
## 110 55232       <NA>         JUCO 2016     110         Desmond Branch
## 111 55233       <NA>         JUCO 2016     111         Patrick Bolton
## 112 55234       <NA>         JUCO 2016     112          Kyrion Parker
## 113 55235     559568         JUCO 2016     113             Jacob Park
## 114 55236       <NA>         JUCO 2016     114          Manaia Perese
## 115 55237     554864         JUCO 2016     115           Eric Jenkins
## 116 55238    4035726         JUCO 2016     116          Austin Larkin
## 117 55239       <NA>         JUCO 2016     117             Noah Jones
## 118 55240       <NA>         JUCO 2016     118          Khairi Reaser
## 119 55241   -1004707         JUCO 2016     119          Tyrae Simmons
## 120 55242    4038726         JUCO 2016     120             Kobe Marfo
## 121 55243       <NA>         JUCO 2016     121            Kamal Hardy
## 122 55244       <NA>         JUCO 2016     122           Chris Booker
## 123 55245       <NA>         JUCO 2016     123      Sederian Copeland
## 124 55246    4037605         JUCO 2016     124           Henri Murphy
## 125 55247    4035104         JUCO 2016     125        Dominic Collins
## 126 55248       <NA>         JUCO 2016     126            Britto Tutt
## 127 55249     550018         JUCO 2016     127         Dominic Walker
## 128 55250    4035853         JUCO 2016     128           Jordan Veasy
## 129 55251    4043891         JUCO 2016     129            Joseph Putu
## 130 55252    4034777         JUCO 2016     130        Merrick Jackson
## 131 55253    4038712         JUCO 2016     131      LaDarrius Jackson
## 132 55254    4039221         JUCO 2016     132          Elijah Battle
## 133 55255   -1002192         JUCO 2016     133           Deion Malone
## 134 55256       <NA>         JUCO 2016     134           Corey Cooper
## 135 55257       <NA>         JUCO 2016     135         Rayshawn Boyce
## 136 55258       <NA>         JUCO 2016     136          Elijah Camara
## 137 55259       <NA>         JUCO 2016     137        Viliami Umufuke
## 138 55260       <NA>         JUCO 2016     138         Griffin Mclain
## 139 55261    4036789         JUCO 2016     139          Nakita Lealao
## 140 55262       <NA>         JUCO 2016     140        Garrett Kruczek
## 141 55263       <NA>         JUCO 2016     141              Ken Coley
## 142 55264       <NA>         JUCO 2016     142            Josh Fuller
## 143 55265       <NA>         JUCO 2016     143         Darrell Monroe
## 144 55266       <NA>         JUCO 2016     144       Dakeavis Wilmore
## 145 55267       <NA>         JUCO 2016     145            Zach Cannon
## 146 55268       <NA>         JUCO 2016     146     Trey Lealaimatafao
## 147 55269       <NA>         JUCO 2016     147         Kieran Johnson
## 148 55270       <NA>         JUCO 2016     148       Chevoski Collins
## 149 55271       <NA>         JUCO 2016     149          Travis Custis
## 150 55272       <NA>         JUCO 2016     150          Alex Figueroa
## 151 55273       <NA>         JUCO 2016     151         George Roberts
## 152 55274    4034782         JUCO 2016     152           Kobe McCrary
## 153 55275    4042811         JUCO 2016     153             Kyle White
## 154 55276    4034949         JUCO 2016     154           Eddy Pineiro
## 155 55277    3124080         JUCO 2016     155            C.J. Reavis
## 156 55278       <NA>         JUCO 2016     156       Darneail Jenkins
## 157 55279       <NA>         JUCO 2016     157             Jake Faber
## 158 55280       <NA>         JUCO 2016     158     Quindarius Thagard
## 159 55281       <NA>         JUCO 2016     159          Jarred Dorton
## 160 55282       <NA>         JUCO 2016     160         Armond Weh-Weh
## 161 55283       <NA>         JUCO 2016     161      Garrison Mitchell
## 162 55284       <NA>         JUCO 2016     162            Riley Smith
## 163 55285   -1014601         JUCO 2016     163             Oge Udeogu
## 164 55286       <NA>         JUCO 2016     164          Jacob McCrary
## 165 55287    4035707         JUCO 2016     165              Josh Fatu
## 166 55288    4038439         JUCO 2016     166           Malik Kearse
## 167 55289   -1015331         JUCO 2016     167          Abdul Beecham
## 168 55290       <NA>         JUCO 2016     168          Raveon Hoston
## 169 55291       <NA>         JUCO 2016     169         Marquez McNair
## 170 55292    4039283         JUCO 2016     170       Terrell Williams
## 171 55293    4039253         JUCO 2016     171           Trevon Wesco
## 172 55294       <NA>         JUCO 2016     172          D'Andre Payne
## 173 55295       <NA>         JUCO 2016     173      Detric Bing-Dukes
## 174 55296    4036335         JUCO 2016     174         Cedrick Wilson
## 175 55297    4036347         JUCO 2016     175        Dalton Fackrell
## 176 55298    4036897         JUCO 2016     176               Tim Holt
## 177 55299       <NA>         JUCO 2016     177            Joe Malanga
## 178 55300   -1027778         JUCO 2016     178         Shane Richards
## 179 55301    4035534         JUCO 2016     179          Thadd Daniels
## 180 55302       <NA>         JUCO 2016     180     Sitiveni Tamaivena
## 181 55303    4038524         JUCO 2016     181        Gardner Minshew
## 182 55304   -1021326         JUCO 2016     182        Vincent Calhoun
## 183 55305    4047769         JUCO 2016     183         Malik Williams
## 184 55306       <NA>         JUCO 2016     184        Timmy Hernandez
## 185 55307    4040513         JUCO 2016     185            Elijah King
## 186 55308   -1008115         JUCO 2016     186           Nicho Garcia
## 187 55309       <NA>         JUCO 2016     187             Troy Grant
## 188 55310       <NA>         JUCO 2016     188            Kabion Ento
## 189 55311       <NA>         JUCO 2016     189            Greg Hughes
## 190 55312   -1042698         JUCO 2016     190           Mike Daniels
## 191 55313    4054011         JUCO 2016     191          Robert Taylor
## 192 55314       <NA>         JUCO 2016     192            Craig Smith
## 193 55315       <NA>         JUCO 2016     193 Christopher Woolbright
## 194 55316       <NA>         JUCO 2016     194             Isi Holani
## 195 55317    4045305         JUCO 2016     195             Ian Thomas
## 196 55318       <NA>         JUCO 2016     196     Craig Kanyangarara
## 197 55319    4042804         JUCO 2016     197           Landry Payne
## 198 55320       <NA>         JUCO 2016     198           Shawn Thomas
## 199 55321       <NA>         JUCO 2016     199          Kalan Ritchie
## 200 55322     551291         JUCO 2016     200          Jonathan Cook
## 201 55323       <NA>         JUCO 2016     201          Kwadra Griggs
## 202 55324       <NA>         JUCO 2016     202       Zachary Williams
## 203 55325    4044510         JUCO 2016     203           Ali Ali-Musa
## 204 55326       <NA>         JUCO 2016     204         Russell Becker
## 205 55327    4035916         JUCO 2016     205         DeeIsaac Davis
## 206 55328    4040898         JUCO 2016     206         Austin Vaimili
## 207 55329       <NA>         JUCO 2016     207           Josh Wheeler
## 208 55330       <NA>         JUCO 2016     208            James Davis
## 209 55331   -1031025         JUCO 2016     209         Derrick Achayo
## 210 55332    4039408         JUCO 2016     210           Avery Jordan
## 211 55333    4037481         JUCO 2016     211             Devin Gray
## 212 55334   -1004687         JUCO 2016     212        Christian Beard
## 213 55335     557882         JUCO 2016     213        Stephen Johnson
## 214 55336    4039268         JUCO 2016     214          Tommy Lazzaro
## 215 55337       <NA>         JUCO 2016     215       Ladarius Gallion
## 216 55338       <NA>         JUCO 2016     216          Laronzo Davis
## 217 55339       <NA>         JUCO 2016     217         Kurt McCormack
## 218 55340       <NA>         JUCO 2016     218            A.J. Burton
## 219 55341       <NA>         JUCO 2016     219        Clarence Corbin
## 220 55342       <NA>         JUCO 2016     220           Josh Stevens
## 221 55343       <NA>         JUCO 2016     221         Cale Backinger
## 222 55344    4040109         JUCO 2016     222         Jahmmir Taylor
## 223 55345    4046598         JUCO 2016     223              Ray Price
## 224 55346       <NA>         JUCO 2016     224           Sean Plousha
## 225 55347       <NA>         JUCO 2016     225   Ingram Hayek-Tillard
## 226 55348       <NA>         JUCO 2016     226            Jalen Embry
## 227 55349   -1019299         JUCO 2016     227           Harneet Gill
## 228 55350       <NA>         JUCO 2016     228       Danielson Auelua
## 229 55351       <NA>         JUCO 2016     229           Toyous Avery
## 230 55352    4047766         JUCO 2016     230            Gary McCrae
## 231 55353       <NA>         JUCO 2016     231       Shawn Poindexter
## 232 55354    4037632         JUCO 2016     232          Emmanuel Beal
## 233 55355     546800         JUCO 2016     233           Isaiah Jones
## 234 55356   -1032330         JUCO 2016     234          Frank Johnson
## 235 55357    4042822         JUCO 2016     235           Wesley Payne
## 236 55358   -1007007         JUCO 2016     236        Kendall Calhoun
## 237 55359    3124988         JUCO 2016     237          J.B. Copeland
## 238 55360       <NA>         JUCO 2016     238          Ronnie Turner
## 239 55361       <NA>         JUCO 2016     239            Darez Diggs
## 240 55362       <NA>         JUCO 2016     240             Ben Holmes
## 241 55363       <NA>         JUCO 2016     241        Christian Cronk
## 242 55364    4042834         JUCO 2016     242            Paisa Savea
## 243 55365    4042138         JUCO 2016     243            Josh Odigie
## 244 55366    4035063         JUCO 2016     244         Naquez Pringle
## 245 55367    4037489         JUCO 2016     245           Davin Pierce
## 246 55368    4037379         JUCO 2016     246            Ricky Blair
## 247 55369       <NA>         JUCO 2016     247         Joseph Jackson
## 248 55370       <NA>         JUCO 2016     248        Emmanuel Harris
## 249 55371   -1039632         JUCO 2016     249     Austin Blake-Smith
## 250 55372       <NA>         JUCO 2016     250        Jordan Kunaszyk
## 251 55373       <NA>         JUCO 2016     251       Stephan Robinson
## 252 55374       <NA>         JUCO 2016     252      Dequinton Osborne
## 253 55375       <NA>         JUCO 2016     253           Tanner Myers
## 254 55376    4040512         JUCO 2016     254              Gabe Loyd
## 255 55377       <NA>         JUCO 2016     255   Michael Sleep-Dalton
## 256 55378    4032800         JUCO 2016     256          Jaylon Bowden
## 257 55379     550050         JUCO 2016     257            Kevin Olsen
## 258 55380       <NA>         JUCO 2016     258      Ronquavion Tarver
## 259 55381    4036667         JUCO 2016     259           Darius Roper
## 260 55382       <NA>         JUCO 2016     260         DeMarcus LLoyd
## 261 55383       <NA>         JUCO 2016     261            Dajon Emory
## 262 55384       <NA>         JUCO 2016     262            Linwood Foy
## 263 55385       <NA>         JUCO 2016     263            DA Williams
## 264 55386       <NA>         JUCO 2016     264          Lanard Bonner
## 265 55387    4035527         JUCO 2016     265     Clifford Fernandez
## 266 55388       <NA>         JUCO 2016     266        Buddy Tuamasaga
## 267 55389       <NA>         JUCO 2016     267            Joe Sanders
## 268 55390    4035855         JUCO 2016     268    Marloshawn Franklin
## 269 55391       <NA>         JUCO 2016     269          Warwick Marsh
## 270 55392       <NA>         JUCO 2016     270           Dacorius Law
## 271 55393    4035685         JUCO 2016     271       Mitch Wishnowsky
## 272 55394    4036376         JUCO 2016     272             Alex Byers
## 273 55395       <NA>         JUCO 2016     273         Michael Turner
## 274 55396       <NA>         JUCO 2016     274         Derrick Worthy
## 275 55397       <NA>         JUCO 2016     275            Stacy Keely
## 276 55398       <NA>         JUCO 2016     276             Cody Hayes
## 277 55399   -1021001         JUCO 2016     277          Jermel Walker
## 278 55400       <NA>         JUCO 2016     278         Donnell Greene
## 279 55401   -1014643         JUCO 2016     279         Justin Stewart
## 280 55402       <NA>         JUCO 2016     280             Allen Byrd
## 281 55403       <NA>         JUCO 2016     281              Aaron Foy
## 282 55404       <NA>         JUCO 2016     282            Caleb Grant
## 283 55405   -1029076         JUCO 2016     283          Brenon Thrift
## 284 55406       <NA>         JUCO 2016     284         Raymond Baylor
## 285 55407    4040737         JUCO 2016     285        Denarius Howard
## 286 55408   -1000474         JUCO 2016     286           Cedric McCoy
## 287 55409       <NA>         JUCO 2016     287   Nicholas Iacovangelo
## 288 55410    4038560         JUCO 2016     288           Branden Pena
## 289 55411    4049769         JUCO 2016     289          Anthony Wyche
## 290 55412   -1011274         JUCO 2016     290         Ryan Popolizio
## 291 55413       <NA>         JUCO 2016     291        Trent Soechting
## 292 55414       <NA>         JUCO 2016     292       Terrell Aldridge
## 293 55415       <NA>         JUCO 2016     293          Shannon Smith
## 294 55416    4043095         JUCO 2016     294        Garrett McBroom
## 295 55417   -1025823         JUCO 2016     295            Alton Meeks
## 296 55418       <NA>         JUCO 2016     296          John Williams
## 297 55419   -1025815         JUCO 2016     297  Damarius Brinson, Jr.
## 298 55420       <NA>         JUCO 2016     298       Joseph Orinstein
## 299 55421       <NA>         JUCO 2016     299          Tuzar Skipper
## 300 55422       <NA>         JUCO 2016     300           Kenneth Kidd
## 301 55423    4051591         JUCO 2016     301           Ronald Ollie
## 302 55424       <NA>         JUCO 2016     302            Alex Little
## 303 55425       <NA>         JUCO 2016     303       Dominique Parker
## 304 55426       <NA>         JUCO 2016     304    Landon James-Wilson
## 305 55427       <NA>         JUCO 2016     305            JT Williams
## 306 55428     552084         JUCO 2016     306            Brian Keyes
## 307 55429    4036898         JUCO 2016     307         Robert Jackson
## 308 55430       <NA>         JUCO 2016     308          Kory Lamberts
## 309 55431   -1014611         JUCO 2016     309           Karson Green
## 310 55432    4040920         JUCO 2016     310        Malik Forrester
## 311 55433       <NA>         JUCO 2016     311              CJ Parker
## 312 55434    4032801         JUCO 2016     312           Marcus Daggs
## 313 55435       <NA>         JUCO 2016     313        DeShawn Tillman
## 314 55436       <NA>         JUCO 2016     314             Keanu Hill
## 315 55437    4040699         JUCO 2016     315           Stefan Beard
## 316 55438    4037548         JUCO 2016     316          Chris Johnson
## 317 55439    4035394         JUCO 2016     317        Thomas Cletcher
## 318 55440       <NA>         JUCO 2016     318       Luder Jean-Louis
## 319 55441    4040424         JUCO 2016     319          DaMarion King
## 320 55442    4040845         JUCO 2016     320         Kamathi Holsey
## 321 55443       <NA>         JUCO 2016     321       Marquis Wimberly
## 322 55444       <NA>         JUCO 2016     322       Jonathan Charles
## 323 55445   -1029734         JUCO 2016     323             Jalen Neal
## 324 55446    4039908         JUCO 2016     324      Tevaris McCormick
## 325 55447    4239840         JUCO 2016     325         Michael Wright
## 326 55448       <NA>         JUCO 2016     326      Victor Villarreal
## 327 55449     552124         JUCO 2016     327          Darrell Songy
## 328 55450       <NA>         JUCO 2016     328           Bobby Gentry
## 329 55451       <NA>         JUCO 2016     329             Kylen Binn
## 330 55452       <NA>         JUCO 2016     330           Derek Denton
## 331 55453     550623         JUCO 2016     331         Tyler Bruggman
## 332 55454       <NA>         JUCO 2016     332          Tarik Ballard
## 333 55455   -1035741         JUCO 2016     333           Jack Reichel
## 334 55456    4239766         JUCO 2016     334            A.J. Brooks
## 335 55457    4040758         JUCO 2016     335           David Lemoto
## 336 55458    3124879         JUCO 2016     336       Maaseiah Francis
## 337 55459     547068         JUCO 2016     337            Marcus Levy
## 338 55460       <NA>         JUCO 2016     338     Christian Robinson
## 339 55461   -1000473         JUCO 2016     339          Jovann Letuli
## 340 55462    4037375         JUCO 2016     340           Angelo Owens
## 341 55463       <NA>         JUCO 2016     341            Chett Levay
## 342 55464    4039925         JUCO 2016     342           Justin Wyatt
## 343 55465    4039902         JUCO 2016     343      Kris Weatherspoon
## 344 55466   -1024040         JUCO 2016     344        Blaise Fountain
## 345 55467   -1031701         JUCO 2016     345       D'Tavieus Taylor
## 346 55468       <NA>         JUCO 2016     346       Anthony Anderson
## 347 55469       <NA>         JUCO 2016     347             Kyle Trego
## 348 55470       <NA>         JUCO 2016     348        Andrew Marshall
## 349 55471    4036341         JUCO 2016     349          Detrich Clark
## 350 55472    4036355         JUCO 2016     350         Houston Haynes
## 351 55473    4040514         JUCO 2016     351            Quinn Tiggs
## 352 55474   -1040356         JUCO 2016     352        Patrick Miranda
## 353 55475       <NA>         JUCO 2016     353        Charles Brenner
## 354 55476   -1008148         JUCO 2016     354     A'Keitheon Whitner
## 355 55477    4040707         JUCO 2016     355          Franklin Uesi
## 356 55478       <NA>         JUCO 2016     356          Steven Montac
## 357 55479       <NA>         JUCO 2016     357         Devijion Smith
## 358 55480    4040088         JUCO 2016     358         Diantae Thomas
## 359 55481    4038150         JUCO 2016     359           Jalen Thomas
## 360 55482       <NA>         JUCO 2016     360       Stanley Barnwell
## 361 55483    4040820         JUCO 2016     361           Khalil Hodge
## 362 55484    4039277         JUCO 2016     362      Allenzae Staggers
## 363 55485    4037361         JUCO 2016     363        Charvarius Ward
## 364 55486       <NA>         JUCO 2016     364         Montre Gregory
## 365 55487    4033809         JUCO 2016     365           Ahmari Hayes
## 366 55488       <NA>         JUCO 2016     366            A.J. Erdely
## 367 55489    4039088         JUCO 2016     367          London Miller
## 368 55490       <NA>         JUCO 2016     368            Tyler Gangi
## 369 55491       <NA>         JUCO 2016     369         Brandon Niccum
## 370 55492       <NA>         JUCO 2016     370              Levi Boyd
## 371 55493    4032196         JUCO 2016     371           James Graves
## 372 55494       <NA>         JUCO 2016     372        Malique Johnson
## 373 55495       <NA>         JUCO 2016     373            AJ Davidson
## 374 55496       <NA>         JUCO 2016     374           Thad Roberts
## 375 55497    4036895         JUCO 2016     375      Michael Chevalier
## 376 55498       <NA>         JUCO 2016     376          Michael Adams
## 377 55499    4044528         JUCO 2016     377         Tedrick Lowery
## 378 55500   -1031708         JUCO 2016     378              Clay Burt
## 379 55501       <NA>         JUCO 2016     379         Bentley Easley
## 380 55502   -1039276         JUCO 2016     380       Tanner Stallings
## 381 55503   -1024402         JUCO 2016     381             Bobby Hill
## 382 55504   -1005895         JUCO 2016     382        Connor Morehart
## 383 55505    4039278         JUCO 2016     383        Tarvarius Moore
## 384 55506       <NA>         JUCO 2016     384            Kyle Levere
## 385 55507       <NA>         JUCO 2016     385        Quantaye Battle
## 386 55508    4032876         JUCO 2016     386         Chrishard Buhl
## 387 55509       <NA>         JUCO 2016     387              Joe Pesce
## 388 55510       <NA>         JUCO 2016     388         Kejuan Daniels
## 389 55511       <NA>         JUCO 2016     389          Omaryan White
## 390 55512       <NA>         JUCO 2016     390        Demontrai Lewis
## 391 55513       <NA>         JUCO 2016     391          Chris Hawkins
## 392 55514       <NA>         JUCO 2016     392        Maurice Carnell
## 393 55515    4027914         JUCO 2016     393         Byron Evans II
## 394 55516    4044526         JUCO 2016     394      Roderick Jones Jr
## 395 55517       <NA>         JUCO 2016     395       Marquaveon Jones
## 396 55518    4039214         JUCO 2016     396           John Swisher
## 397 55519       <NA>         JUCO 2016     397         D'Andre Belton
## 398 55520       <NA>         JUCO 2016     398           Dontel James
## 399 55521    3068222         JUCO 2016     399          Conner Cramer
## 400 55522     552969         JUCO 2016     400            Todd Porter
## 401 55523       <NA>         JUCO 2016     401           Caleb Wilson
## 402 55524       <NA>         JUCO 2016     402         Antwon Turnage
## 403 55525    4039929         JUCO 2016     403            Baron Poole
## 404 55526    4048932         JUCO 2016     404        Alfonso Onunwor
## 405 55527       <NA>         JUCO 2016     405    Dontavious Baulkman
## 406 55528       <NA>         JUCO 2016     406              Eji Ejiya
## 407 55529       <NA>         JUCO 2016     407        DeShawnte Lloyd
## 408 55530       <NA>         JUCO 2016     408      Anthony Gutierrez
## 409 55531       <NA>         JUCO 2016     409          Darryl Waters
## 410 55532    4036493         JUCO 2016     410            Kyle Wilson
## 411 55533       <NA>         JUCO 2016     411       DeVante Williams
## 412 55534       <NA>         JUCO 2016     412           Malik Dumetz
## 413 55535    4048717         JUCO 2016     413           Rico Gafford
## 414 55536       <NA>         JUCO 2016     414      JonDarius Gardner
## 415 55537       <NA>         JUCO 2016     415      Vitas Hrynkiewicz
## 416 55538   -1009360         JUCO 2016     416         Jimmy Leatiota
## 417 55539   -1008117         JUCO 2016     417           Tavis Guerra
## 418 55540       <NA>         JUCO 2016     418          Tyler Johnson
## 419 55541    4036588         JUCO 2016     419         Howard Houston
## 420 55542    4040742         JUCO 2016     420        Jarvis Jeffries
## 421 55543    4040733         JUCO 2016     421         Artez Williams
## 422 55544    4040792         JUCO 2016     422           Jaleel Scott
## 423 55545       <NA>         JUCO 2016     423        Timothy Roberts
## 424 55546    4036591         JUCO 2016     424          Thomas Koufie
## 425 55547    3134124         JUCO 2016     425         Terry Ausborne
## 426 55548   -1031363         JUCO 2016     426            Jake Lanski
## 427 55549     546085         JUCO 2016     427        Trevor Kanteman
## 428 55550       <NA>         JUCO 2016     428         Jonathan Boone
## 429 55551       <NA>         JUCO 2016     429     Andrew Reinkemeyer
## 430 55552    4040091         JUCO 2016     430         Neiko Robinson
## 431 55553    4048923         JUCO 2016     431            Josh Herman
## 432 55554   -1011265         JUCO 2016     432             Shane Gama
## 433 55555     550439         JUCO 2016     433            Zach Befort
## 434 55556       <NA>         JUCO 2016     434              TJ Henson
## 435 55557       <NA>         JUCO 2016     435      Levarious Varnado
## 436 55558       <NA>         JUCO 2016     436          Romello Riley
## 437 55559       <NA>         JUCO 2016     437        Marc Jonassaint
## 438 55560    4052206         JUCO 2016     438         Dario Robinson
## 439 55561       <NA>         JUCO 2016     439        Temerick Harper
## 440 55562     531649         JUCO 2016     440          Darius Turner
## 441 55563       <NA>         JUCO 2016     441             Ty Watkins
## 442 55564    4048915         JUCO 2016     442         Aikeem Coleman
## 443 55565       <NA>         JUCO 2016     443         Trevara Miller
## 444 55566       <NA>         JUCO 2016     444           Leslie Maruo
## 445 55567    4052113         JUCO 2016     445          Jacquae Peart
## 446 55568    4035751         JUCO 2016     446       Leonard Skattebo
## 447 55569    4039396         JUCO 2016     447        Corey Bojorquez
## 448 55570    4039207         JUCO 2016     448           Reggie McGee
## 449 55571    4040784         JUCO 2016     449            Josh Aganon
## 450 55572    4039905         JUCO 2016     450            Hiram Velez
## 451 55573    4048911         JUCO 2016     451          Arie Anderson
## 452 55574       <NA>         JUCO 2016     452           Andre Wilson
## 453 55575    4040757         JUCO 2016     453            Kevon Perry
## 454 55576    4038225         JUCO 2016     454            Zach Wilson
## 455 55577       <NA>         JUCO 2016     455            Sean Krepsz
## 456 55578   -1016975         JUCO 2016     456          Joshua Outlaw
## 457 55579    4032707         JUCO 2016     457           Kijana Amous
## 458 55580    4052123         JUCO 2016     458           Evan Pantels
## 459 55581       <NA>         JUCO 2016     459             Donnie Lee
## 460 55582       <NA>         JUCO 2016     460         Chibu Onyeukwu
## 461 55583    4032915         JUCO 2016     461        Brayleon Thorns
## 462 55584       <NA>         JUCO 2016     462        Keonatye Garner
## 463 55585    4034529         JUCO 2016     463           Malik Warner
## 464 55586       <NA>         JUCO 2016     464       Trenton Perriman
## 465 55587       <NA>         JUCO 2016     465        Khalid Kornegay
## 466 55588    4036791         JUCO 2016     466            Jake Nelson
## 467 55589       <NA>         JUCO 2016     467            Billy Hurst
## 468 55590   -1006815         JUCO 2016     468          Jamar Winston
## 469 55591    4037352         JUCO 2016     469       Newton Salisbury
## 470 55592    4040686         JUCO 2016     470         Anthony Hickey
## 471 55593       <NA>         JUCO 2016     471            Milan Hlywa
## 472 55594       <NA>         JUCO 2016     472           Julius Craft
## 473 55595       <NA>         JUCO 2016     473             Josh Keith
## 474 55596    4032714         JUCO 2016     474             Troy Duran
## 475 55597       <NA>         JUCO 2016     475          Julian Burris
## 476 55598     531566         JUCO 2016     476             Nick Jones
##                                    school           committed_to position
## 1                 Arizona Western College              Tennessee      SDE
## 2                  ASA College (New York)                Alabama       OT
## 3                            Snow College                   Utah       OT
## 4                             Nassau C.C.             Ohio State       OT
## 5                         Dodge City C.C.                Florida       RB
## 6                       Iowa Western C.C.                    TCU       WR
## 7                     Trinity Valley C.C.          Virginia Tech     DUAL
## 8                           Highland C.C.                    TCU      OLB
## 9                              Tyler J.C.                    TCU       WR
## 10                    Trinity Valley C.C.             Texas Tech       WR
## 11                             Hinds C.C.                Georgia       WR
## 12                        Lackawanna C.C.          West Virginia        S
## 13                       Coffeyville C.C.         South Carolina       CB
## 14                  Victor Valley College          Arizona State      WDE
## 15                             Hinds C.C.               Missouri       RB
## 16                           Kilgore J.C.          Arizona State       CB
## 17                    Copiah-Lincoln C.C.                 Auburn      WDE
## 18                      Iowa Western C.C.                Houston       OT
## 19                Arizona Western College                   Utah      OLB
## 20                           Snow College                    BYU       DT
## 21                   Orange Coast College          Arizona State       OG
## 22                        Fort Scott C.C.              Tennessee       DT
## 23                  East Mississippi C.C.                 Auburn      ATH
## 24                            Nassau C.C.             Penn State       DT
## 25                        Fort Scott C.C.          Arizona State      WDE
## 26                       Coffeyville C.C.                Memphis      PRO
## 27                            Holmes C.C.                Florida       WR
## 28                          Glendale C.C.          Arizona State      SDE
## 29                        Hutchinson C.C.               Kentucky       OT
## 30                Long Beach City College             Louisville        S
## 31                       Coffeyville C.C.                 Baylor       OG
## 32                        Dodge City C.C.              Tennessee       WR
## 33                       Garden City C.C.                 Baylor       DT
## 34                         Riverside C.C.                 Oregon      ILB
## 35             Northwest Mississippi C.C.          West Virginia       RB
## 36                Arizona Western College                    UAB      ILB
## 37                        Hutchinson C.C.                   <NA>       RB
## 38                        Dodge City C.C.              Tennessee       CB
## 39                        Fort Scott C.C.          Florida State       DT
## 40            Mississippi Gulf Coast C.C.                    LSU       DT
## 41                           Snow College                    BYU       WR
## 42                   Santa Monica College                   Utah      PRO
## 43              Northeastern Oklahoma A&M          Arizona State       CB
## 44                        Hutchinson C.C.                 Temple       DT
## 45                    ASA College (Miami)                    UAB       RB
## 46                Arizona Western College            North Texas      OLB
## 47                        Lackawanna C.C.               Oklahoma       OG
## 48                       Pearl River C.C.                   <NA>       DT
## 49              Northeastern Oklahoma A&M                   <NA>      ILB
## 50                    American River C.C.                   UCLA       DT
## 51                              Pima C.C.                    TCU       CB
## 52                Long Beach City College                    TCU      WDE
## 53                      Mendocino College                Alabama      SDE
## 54                            Holmes C.C.               Ole Miss      SDE
## 55                         Riverside C.C.                Memphis       OT
## 56                    Copiah-Lincoln C.C.             Louisville       CB
## 57                            Butler C.C.               Oklahoma       OT
## 58                Mt. San Antonio College                   <NA>       OT
## 59                        Chaffey College                   Utah       WR
## 60                    Copiah-Lincoln C.C.      Mississippi State       CB
## 61                      East Central C.C.      Mississippi State       TE
## 62                            Butler C.C.          South Florida      WDE
## 63            Mississippi Gulf Coast C.C.                    UAB       OG
## 64                Arizona Western College                   <NA>       WR
## 65              Northeastern Oklahoma A&M               Kentucky      OLB
## 66                         Merced College         UT San Antonio       CB
## 67                   Palmetto Prep (JUCO)              Charlotte       WR
## 68                   College of San Mateo                 Oregon       DT
## 69                       Coffeyville C.C.               Colorado       WR
## 70                      Iowa Western C.C.                Indiana        S
## 71                            Butler C.C.           Kansas State       WR
## 72                             Hinds C.C.               Missouri        S
## 73                        Ventura College          Arizona State       OT
## 74                        Hutchinson C.C.             Texas Tech       WR
## 75                         Riverside C.C.             California       OG
## 76                Arizona Western College                  Tulsa       OT
## 77                        Dodge City C.C.                    TCU       OT
## 78                        Hutchinson C.C.         Oklahoma State       OG
## 79                 Mississippi Delta C.C.          Virginia Tech       OT
## 80             Northwest Mississippi C.C.             Louisville       DT
## 81                    Copiah-Lincoln C.C.      Mississippi State       DT
## 82                   Contra Costa College       Washington State      OLB
## 83                    Copiah-Lincoln C.C.                  Miami       WR
## 84               Georgia Military College         South Carolina       OT
## 85                            Butler C.C.         Arkansas State     DUAL
## 86                        Hutchinson C.C.                   <NA>      WDE
## 87                        Dodge City C.C.         Arkansas State       WR
## 88                          Cisco College                Indiana      PRO
## 89                Mt. San Jacinto College           Oregon State      SDE
## 90          San Bernardino Valley College               Arkansas       OT
## 91                           Snow College                   Utah      ILB
## 92                      Fullerton College           Kansas State       OT
## 93                      Jones County J.C.                   <NA>       TE
## 94             Los Angeles Pierce College                    UAB       WR
## 95                            Butler C.C.             Texas Tech       DT
## 96          City College of San Francisco          Arizona State       OC
## 97                        Lackawanna C.C.               Oklahoma      OLB
## 98                            Butler C.C.              Minnesota       OG
## 99                        Lackawanna C.C.                  UMass      PRO
## 100               Mt. San Antonio College       Washington State      OLB
## 101                    Saddleback College                   UNLV     DUAL
## 102                        Riverside C.C.               Arkansas      WDE
## 103                      Cerritos College                   Utah       DT
## 104                   Copiah-Lincoln C.C.       Georgia Southern      OLB
## 105                         Blinn College          Bowling Green       WR
## 106               Arizona Western College       Youngstown State     DUAL
## 107                       Phoenix College               Kentucky       WR
## 108                           Butler C.C.         Colorado State       WR
## 109                         Blinn College         Oklahoma State      WDE
## 110                   Trinity Valley C.C.           Georgia Tech      WDE
## 111                         Rochester CTC                   <NA>       WR
## 112                        Riverside C.C.                   <NA>       WR
## 113             Northeastern Oklahoma A&M             Iowa State      PRO
## 114                          Snow College                   <NA>       DT
## 115            Los Angeles Valley College            North Texas       CB
## 116         City College of San Francisco                 Purdue      WDE
## 117                      Pearl River C.C.                    UAB      SDE
## 118                 San Jose City College  Florida International       CB
## 119               College of the Sequoias                 Baylor       OG
## 120                       Reedley College                Rutgers       CB
## 121                           Monroe C.C.                 Purdue       CB
## 122                       Dodge City C.C.         Arkansas State       WR
## 123                            Tyler J.C.                    UAB      ATH
## 124                     East Central C.C.          Virginia Tech       WR
## 125                    Saddleback College               Missouri       WR
## 126                       Ventura College               Arkansas       CB
## 127                         Itawamba C.C.                   Troy       WR
## 128                   Golden West College             California       WR
## 129 North Dakota State College of Science                Florida       CB
## 130                     Iowa Western C.C.              Minnesota       DT
## 131                            Hinds C.C.          South Florida      SDE
## 132                       Dodge City C.C.          West Virginia       CB
## 133            Northwest Mississippi C.C.               Arkansas       OG
## 134                           Nassau C.C.                   <NA>       WR
## 135               Arizona Western College                   <NA>      SDE
## 136                       Lackawanna C.C.                   <NA>      SDE
## 137                   American River C.C.                   <NA>       DT
## 138              College of the Siskiyous                   <NA>       TE
## 139                         Laney College                 Nevada       DT
## 140                   Copiah-Lincoln C.C.                    UCF      PRO
## 141            Los Angeles Valley College                   <NA>       TE
## 142               Eastern Arizona College                   <NA>       CB
## 143               Arizona Western College                   <NA>       RB
## 144                           Nassau C.C.                   <NA>       OT
## 145                           Nassau C.C.                   <NA>      SDE
## 146               Arizona Western College                   <NA>       DT
## 147                 Central Lakes College              Minnesota       WR
## 148                       Scottsdale C.C.                   <NA>        S
## 149                         Glendale C.c.                   <NA>       RB
## 150                      Garden City C.C.                   <NA>      OLB
## 151                   Trinity Valley C.C.                   <NA>       OT
## 152                           Butler C.C.              Minnesota       RB
## 153                  Orange Coast College           Oregon State       RB
## 154                   ASA College (Miami)                Florida        K
## 155                 East Mississippi C.C.               Marshall        S
## 156                         Laney College         Colorado State       TE
## 157                 Central Lakes College           Angelo State      PRO
## 158                         Itawamba C.C.                    UAB      SDE
## 159                   Bakersfield College          East Carolina       OT
## 160                       Scottsdale C.C.         Arkansas State       RB
## 161                         Blinn College                    UAB       CB
## 162                       Ventura College                 Oregon       WR
## 163         City College of San Francisco             Iowa State       OT
## 164            Northwest Mississippi C.C.               Marshall       WR
## 165               Long Beach City College                    USC       DT
## 166                       Fort Scott C.C.         Oklahoma State       CB
## 167                         Blinn College           Kansas State       OG
## 168            Los Angeles Valley College            North Texas      WDE
## 169                            Hinds C.C.         UT San Antonio       WR
## 170             Northeastern Oklahoma A&M                Houston        S
## 171                       Lackawanna C.C.          West Virginia       TE
## 172               Arizona Western College             Iowa State       CB
## 173                     Iowa Western C.C.               Ole Miss      ILB
## 174                      Coffeyville C.C.            Boise State       WR
## 175                          Snow College         Colorado State       TE
## 176                     Fullerton College                   UNLV       TE
## 177                          Snow College                   <NA>       OT
## 178         New Mexico Military Institute         Oklahoma State       OT
## 179                      Cerritos College             Iowa State        S
## 180               Mt. San Antonio College             New Mexico      OLB
## 181            Northwest Mississippi C.C.          East Carolina      PRO
## 182            Southwest Mississippi C.C.              Minnesota       OG
## 183                 Allan Hancock College             Louisville       WR
## 184                             Pima C.C.           Oregon State       CB
## 185            Santa Barbara City College            Texas State       WR
## 186                         Highland C.C.         Colorado State       OG
## 187                         Highland C.C.                   <NA>       WR
## 188                     East Central C.C.               Colorado       WR
## 189                       Ventura College                   <NA>       OT
## 190         Globe Institute of Technology          West Virginia       CB
## 191         City College of San Francisco       Washington State       CB
## 192                            Tyler J.C.          West Virginia       OT
## 193                   Fresno City College                    UAB      OLB
## 194                        Riverside C.C.                 Kansas       DT
## 195                           Nassau C.C.                Indiana       TE
## 196                       Scottsdale C.C.                    UAB      WDE
## 197                             Pima C.C.           Oregon State        S
## 198             Northeastern Oklahoma A&M                   <NA>       WR
## 199              Georgia Military College         Louisiana Tech       TE
## 200                      Garden City C.C.                Memphis       CB
## 201                         Itawamba C.C.   Southern Mississippi      PRO
## 202                   Copiah-Lincoln C.C.                    UAB      ILB
## 203                           Nassau C.C.                  UMass      SDE
## 204                  Minnesota State C.C.             California      SDE
## 205                         Highland C.C.                 Kansas       DT
## 206                     El Camino College           Fresno State      SDE
## 207                            Tyler J.C.            North Texas      WDE
## 208                 East Mississippi C.C.                    UAB       OT
## 209                        Sierra College        San Diego State       OT
## 210                         Blinn College             New Mexico       OT
## 211                        Sierra College             Cincinnati       WR
## 212                   Trinity Valley C.C.                    UCF       OG
## 213                 College of the Desert               Kentucky     DUAL
## 214                       Dodge City C.C.       Central Michigan     DUAL
## 215                         Itawamba C.C.                   <NA>       DT
## 216            Los Angeles Valley College               Southern      OLB
## 217                       Ventura College            Wayne State       TE
## 218                       Fort Scott C.C.                   <NA>        S
## 219                  Contra Costa College                   <NA>      SDE
## 220                        Merced College               Nicholls       RB
## 221              College of the Siskiyous                   <NA>       TE
## 222                            Hinds C.C.          South Alabama       WR
## 223                      Cerritos College           Kansas State       DT
## 224               Antelope Valley College             Utah State       CB
## 225               Eastern Arizona College                    UAB       OT
## 226                     Iowa Central C.C.      Northern Illinois       CB
## 227                           Butler C.C.                Memphis      SDE
## 228                             Mesa C.C.            Boise State       DT
## 229                      Coffeyville C.C.          West Virginia        S
## 230                 East Mississippi C.C.             Louisville      OLB
## 231                         Glendale C.C.                Arizona       WR
## 232                       Lackawanna C.C.               Oklahoma      OLB
## 233                 East Mississippi C.C.   Southern Mississippi       WR
## 234                            Hinds C.C.          South Florida      SDE
## 235                             Pima C.C.           Oregon State      ILB
## 236                       Lackawanna C.C.             Cincinnati       OT
## 237                       Navarro College         North Carolina      OLB
## 238                      Hartnell College                    UAB       WR
## 239                     Iowa Western C.C.                    UAB       CB
## 240                           Nassau C.C.            Stony Brook     DUAL
## 241                        Riverside C.C.           Fresno State       OT
## 242                          Snow College           Oregon State       DT
## 243                  Orange Coast College                    UCF      SDE
## 244                         Itawamba C.C.               Kentucky       DT
## 245                         Blinn College             Cincinnati       CB
## 246                 Pasadena City College       Middle Tennessee       WR
## 247                  Orange Coast College                   <NA>       CB
## 248                   Trinity Valley C.C.             New Mexico       WR
## 249                       Ventura College         UT San Antonio       TE
## 250                   American River C.C.             California      ILB
## 251             Northeastern Oklahoma A&M                 Kansas       WR
## 252                          Kilgore J.C.         Oklahoma State       DT
## 253                      Coffeyville C.C.         UT San Antonio       OT
## 254                       Fort Scott C.C.            Texas State      ILB
## 255         City College of San Francisco          Arizona State        P
## 256                         Blinn College                  Lamar        S
## 257                      Garden City C.C.              Charlotte      PRO
## 258                       Fort Scott C.C.             Utah State       WR
## 259                ASA College (New York)       Georgia Southern       DT
## 260                           Butler C.C.                  Akron      ILB
## 261                       Lackawanna C.C.         Arkansas State      SDE
## 262                College of the Canyons             Louisville       OT
## 263                     Iowa Western C.C.                    UAB       CB
## 264                         Highland C.C.         Arkansas State       OG
## 265            Southwest Mississippi C.C.             Iowa State       TE
## 266                            Tyler J.C.        Houston Baptist       TE
## 267                         Highland C.C.                    UCF      SDE
## 268                             Mesa C.C.             California       CB
## 269                      Coffeyville C.C.                   <NA>       DT
## 270                 East Mississippi C.C.                    UAB       RB
## 271            Santa Barbara City College                   Utah        P
## 272               Antelope Valley College             Utah State       WR
## 273                      Hartnell College                    UAB      PRO
## 274                  Orange Coast College                   <NA>       CB
## 275                     Iowa Western C.C.                    UAB      WDE
## 276                       Navarro College            North Texas       OT
## 277                        Riverside C.C.       Middle Tennessee       WR
## 278                      Coffeyville C.C.              Minnesota       OT
## 279                   Golden West College             Iowa State      WDE
## 280                         Itawamba C.C.         Arkansas State       OC
## 281                       Navarro College      Stephen F. Austin      ATH
## 282                 East Mississippi C.C.                   <NA>      SDE
## 283                       Lackawanna C.C.             Penn State       DT
## 284                ASA College (New York)             New Mexico       OC
## 285                Mississippi Delta C.C.              Louisiana        S
## 286                        Ellsworth C.C.                  Akron       OT
## 287                ASA College (New York)             New Mexico       OT
## 288                      Hartnell College          East Carolina       OG
## 289            Los Angeles Valley College            North Texas       RB
## 290                  College of San Mateo           Fresno State       OT
## 291                         Blinn College           Fresno State      OLB
## 292               Arizona Western College                   <NA>       RB
## 293             Northeastern Oklahoma A&M   Southern Mississippi       WR
## 294             Northeastern Oklahoma A&M       Washington State      SDE
## 295                     Iowa Western C.C.      Northern Illinois      OLB
## 296                       Lackawanna C.C.                   <NA>       WR
## 297                  Contra Costa College      Northern Illinois       CB
## 298                        Merced College                   <NA>       OT
## 299                           Monroe C.C.                 Toledo      SDE
## 300                     College of DuPage                   <NA>       RB
## 301                 East Mississippi C.C.               Nicholls       OT
## 302               Mt. San Antonio College                   <NA>      SDE
## 303                      Garden City C.C.                   <NA>       OG
## 304                       Fort Scott C.C.         Arkansas State       CB
## 305                   Trinity Valley C.C.                    SMU       DT
## 306                       Scottsdale C.C.                   UNLV      ILB
## 307               College of the Sequoias                   UNLV        S
## 308                 Diablo Valley College       Middle Tennessee      ILB
## 309             Northeastern Oklahoma A&M             Iowa State       OG
## 310            Los Angeles Pierce College           Fresno State       DT
## 311               Mt. San Jacinto College                 Purdue        S
## 312                         Cisco College                  Lamar       WR
## 313                 East Mississippi C.C.          Jackson State      SDE
## 314               Long Beach City College                  Tulsa       CB
## 315                       Navarro College         UT San Antonio       OG
## 316           Mississippi Gulf Coast C.C.       Western Kentucky       DT
## 317                     Fullerton College                 Baylor      ILB
## 318                           Nassau C.C.                   <NA>      OLB
## 319                 Allan Hancock College         Louisiana Tech        S
## 320                     Independence C.C.                Buffalo       WR
## 321                       Chaffey College                    UAB       WR
## 322            Los Angeles Valley College                   <NA>      ILB
## 323                       Scottsdale C.C.                 Purdue       OT
## 324           Mississippi Gulf Coast C.C.                   Troy       WR
## 325                         Blinn College                    UAB      SDE
## 326                     El Camino College             Utah State      OLB
## 327                      Garden City C.C.          South Alabama      OLB
## 328                      Foothill College                    UAB      OLB
## 329                       Hutchinson C.C.                    UAB      PRO
## 330               Antelope Valley College                   <NA>       WR
## 331                       Scottsdale C.C.          Montana State      PRO
## 332                 Feather River College                    UAB       TE
## 333                   American River C.C.             Texas Tech       OG
## 334                       Gavilan College                    UAB       RB
## 335            Los Angeles Valley College              Louisiana       DT
## 336                       Hutchinson C.C.          South Alabama       WR
## 337                           Nassau C.C.        Bethune-Cookman       RB
## 338                         Blinn College                    UAB      SDE
## 339                     Grossmont College                  Akron       OG
## 340                       Dodge City C.C.       Middle Tennessee       OG
## 341                             Mesa C.C.                    UAB       TE
## 342            Los Angeles Pierce College                   Troy       WR
## 343                            Hinds C.C.                   Troy        S
## 344                           Butler C.C.             New Mexico       OC
## 345                            Hinds C.C.          South Alabama       OT
## 346                     Iowa Western C.C.               Marshall       RB
## 347                 Diablo Valley College               Colorado        S
## 348         Globe Institute of Technology         Valdosta State       OT
## 349               Eastern Arizona College         Colorado State      ATH
## 350            Los Angeles Pierce College         Colorado State        S
## 351                         Itawamba C.C.            Texas State       CB
## 352                        Chabot College             Utah State      ILB
## 353              Georgia Military College                    UAB       OC
## 354               Eastern Arizona College         Colorado State       CB
## 355                 Diablo Valley College         UT San Antonio       DT
## 356                      Coffeyville C.C.                   <NA>        S
## 357                        Chabot College                   <NA>       WR
## 358                           Butler C.C.          South Alabama      APB
## 359                ASA College (New York)            North Texas       OT
## 360                      Coffeyville C.C.             New Mexico        S
## 361         City College of San Francisco                Buffalo      ILB
## 362                 East Mississippi C.C.   Southern Mississippi       WR
## 363                            Hinds C.C.       Middle Tennessee       CB
## 364                           Monroe C.C.          Bowling Green       CB
## 365                  College of San Mateo               Illinois       CB
## 366           Mississippi Gulf Coast C.C.                    UAB      PRO
## 367               Mt. San Jacinto College                   Ohio       CB
## 368                       Ventura College                 Nevada      PRO
## 369                       Navarro College                   Troy       OG
## 370                     Grossmont College            Texas State       TE
## 371           Mississippi Gulf Coast C.C.       Central Arkansas      OLB
## 372                     Iowa Western C.C.                    UAB       OG
## 373                       Santa Rosa J.C.           Old Dominion       OT
## 374                 East Mississippi C.C.                   <NA>       OC
## 375                San Diego Mesa College                   UNLV       OG
## 376                         Laney College                   UNLV        S
## 377                            Tyler J.C.                  UMass        S
## 378             Northeastern Oklahoma A&M          South Alabama       OG
## 379                      Coffeyville C.C.                    UAB       DT
## 380                       Hutchinson C.C.                   UTEP       OC
## 381                  Orange Coast College       New Mexico State       DT
## 382                           Nassau C.C.                Buffalo       OT
## 383                      Pearl River C.C.   Southern Mississippi        S
## 384                           Monroe C.C.                   <NA>       WR
## 385                     Fullerton College                   <NA>        S
## 386             Northeastern Oklahoma A&M     Northwestern State      OLB
## 387                           Nassau C.C.               Campbell       OG
## 388                     Independence C.C.                   <NA>       CB
## 389 North Dakota State College of Science                   <NA>       CB
## 390                          Kilgore J.C.                  Lamar      WDE
## 391                           Nassau C.C.                   <NA>       OT
## 392                     Grossmont College          North Alabama       CB
## 393                         Glendale C.C.       Northern Arizona      OLB
## 394         City College of San Francisco                  UMass      WDE
## 395                   Trinity Valley C.C.                   <NA>      OLB
## 396                     Iowa Western C.C.             Ball State       DT
## 397                         Itawamba C.C.                   <NA>      ATH
## 398                        Riverside C.C.           Fresno State       RB
## 399         New Mexico Military Institute       New Mexico State      PRO
## 400                      Garden City C.C.       Eastern Michigan     DUAL
## 401                    West Hills College                Buffalo      ILB
## 402                       Dodge City C.C.         Arkansas State      OLB
## 403                            Hinds C.C.                   Troy       DT
## 404                      Coffeyville C.C.                  Idaho       WR
## 405               Arizona Western College            North Texas        S
## 406 North Dakota State College of Science            North Texas      OLB
## 407               College of the Sequoias       New Mexico State       DT
## 408                  Santa Monica College                   UNLV      ILB
## 409                      Coffeyville C.C.                    UAB      SDE
## 410                       Hutchinson C.C.         Arkansas State      OLB
## 411                       Navarro College                   Troy       RB
## 412                   American River C.C.                   UNLV       WR
## 413                     Iowa Western C.C.                Wyoming       CB
## 414                             Mesa C.C.        San Diego State       DT
## 415                     Independence C.C.       Youngstown State       OC
## 416                  College of San Mateo       Eastern Michigan       OC
## 417                     Fullerton College         Colorado State        K
## 418                      Coffeyville C.C.       Louisiana Monroe      SDE
## 419                      Foothill College       Louisiana Monroe       DT
## 420                Mississippi Delta C.C.              Louisiana      SDE
## 421                         Itawamba C.C.              Louisiana       CB
## 422                        Ellsworth C.C.       New Mexico State       WR
## 423                     Fullerton College                Buffalo        S
## 424                      Foothill College       Louisiana Monroe       RB
## 425                   Trinity Valley C.C.       Louisiana Monroe       CB
## 426                       Ventura College         San José State        K
## 427            Los Angeles Pierce College                   UNLV       TE
## 428                        Ellsworth C.C.       New Mexico State       WR
## 429                           Butler C.C.          South Alabama       TE
## 430           Mississippi Gulf Coast C.C.          South Alabama       CB
## 431             Northeastern Oklahoma A&M                  Idaho       FB
## 432                  Southwestern College           Fresno State       OG
## 433                           Butler C.C.          South Alabama       DT
## 434                   Trinity Valley C.C.            North Texas       OT
## 435                         Itawamba C.C.                Buffalo       CB
## 436           Mississippi Gulf Coast C.C.          South Alabama      WDE
## 437            Los Angeles Pierce College                    UAB        S
## 438                 East Mississippi C.C.          Jackson State       WR
## 439         San Bernardino Valley College                   <NA>      ILB
## 440               Arizona Western College            North Texas       CB
## 441             Northeastern Oklahoma A&M       Middle Tennessee       OC
## 442                 East Mississippi C.C.                  Idaho       DT
## 443                         Itawamba C.C.              Louisiana       DT
## 444                       Hutchinson C.C.         UT San Antonio      ILB
## 445                          Dean College        Bethune-Cookman      ILB
## 446               Sacramento City College          Bowling Green       RB
## 447                      Cerritos College             New Mexico        P
## 448                      Hartnell College             Ball State      OLB
## 449                             Mesa C.C.       New Mexico State       WR
## 450                       Scottsdale C.C.                   Troy       WR
## 451                     Jones County J.C.                  Idaho       DT
## 452                   Trinity Valley C.C.                    UAB       WR
## 453                 Allan Hancock College              Louisiana       DT
## 454               Mt. San Antonio College                Hawai'i       WR
## 455                        Riverside C.C.                 Nevada       OT
## 456                            Tyler J.C.         Louisiana Tech       OG
## 457                       Navarro College      Stephen F. Austin       RB
## 458              Georgia Military College                   UNLV        K
## 459              Arkansas Baptist College                    UAB       CB
## 460                  Contra Costa College        San Diego State      SDE
## 461                       Navarro College Southeastern Louisiana       CB
## 462                   Copiah-Lincoln C.C.         Louisiana Tech      SDE
## 463                ASA College (New York)                 Wagner       CB
## 464                   Golden West College      Stephen F. Austin       CB
## 465            Northeast Mississippi C.C.            Delta State       WR
## 466                    Saddleback College                 Nevada       OG
## 467                  Contra Costa College       Youngstown State        S
## 468                       Hutchinson C.C.              Charlotte      SDE
## 469             Northeastern Oklahoma A&M  Florida International      SDE
## 470                    Saddleback College         UT San Antonio      ILB
## 471                             Erie C.C.                   <NA>       FB
## 472                   Copiah-Lincoln C.C. Southeastern Louisiana       WR
## 473                         Blinn College      Stephen F. Austin       OT
## 474                          Kilgore J.C.      Stephen F. Austin        K
## 475                           Butler C.C.                 Mercer       WR
## 476                   Trinity Valley C.C.      Stephen F. Austin       TE
##     height weight stars rating                   city state_province country
## 1     77.5    264     4 0.9584                 Surrey             BC     CAN
## 2     77.0    315     4 0.9535                Windsor             CT     USA
## 3     77.0    290     4 0.9428                   Lehi             UT     USA
## 4     80.0    324     4 0.9329          Central Islip             NY     USA
## 5     74.0    230     4 0.9315                Wyncote             PA     USA
## 6     75.0    180     4 0.9115            Tallahassee             FL     USA
## 7     76.0    225     4 0.9109              Mansfield             TX     USA
## 8     72.0    225     4 0.9081              Homestead             FL     USA
## 9     74.0    180     4 0.9050                 Keller             TX     USA
## 10    76.0    205     4 0.9041            Rock Island             IL     USA
## 11    76.0    215     4 0.9025           Jacksonville             FL     USA
## 12    75.0    210     4 0.9010               Scranton             PA     USA
## 13    73.0    180     4 0.8981             Eight Mile             AL     USA
## 14    76.0    240     4 0.8975                Bunnell             FL     USA
## 15    73.0    210     4 0.8959       East Saint Louis             IL     USA
## 16    74.0    202     4 0.8954                 Orange             TX     USA
## 17    76.0    255     4 0.8954                  Miami             FL     USA
## 18    77.0    290     4 0.8950                Pomfret             MD     USA
## 19    75.0    225     4 0.8904               Honolulu             HI     USA
## 20    74.0    305     4 0.8903                Waianae             HI     USA
## 21    76.0    300     4 0.8900              Santa Ana             CA     USA
## 22    76.0    297     4 0.8900              Jonesboro             GA     USA
## 23    74.0    180     3 0.8885        Fort Lauderdale             FL     USA
## 24    76.0    320     3 0.8863               Richmond             VA     USA
## 25    75.0    220     3 0.8857            Saint Louis             MO     USA
## 26    75.0    190     3 0.8848               Matthews             NC     USA
## 27    72.0    185     3 0.8835                Mauldin             SC     USA
## 28    78.0    265     3 0.8834            Kansas City             MO     USA
## 29    78.0    298     3 0.8833             Thornville             OH     USA
## 30    72.0    205     3 0.8823              Santa Ana             CA     USA
## 31    77.0    320     3 0.8802             Eight Mile             AL     USA
## 32    77.5    190     3 0.8798            Leavenworth             KS     USA
## 33    75.0    285     3 0.8798                Palatka             FL     USA
## 34    72.0    240     3 0.8798               Portland             OR     USA
## 35    72.0    195     3 0.8793               Columbus             GA     USA
## 36    74.0    242     3 0.8784             Plainfield             IL     USA
## 37    69.0    212     3 0.8778               Marietta             GA     USA
## 38    71.0    170     3 0.8773                 Duncan             SC     USA
## 39    77.0    295     3 0.8758             Boca Raton             FL     USA
## 40    74.0    315     3 0.8745               Palm Bay             FL     USA
## 41    72.0    185     3 0.8743          American Fork             UT     USA
## 42    74.0    210     3 0.8737            Harbor City             CA     USA
## 43    73.0    190     3 0.8732                 Lawton             OK     USA
## 44    73.0    312     3 0.8731             Pennsauken             NJ     USA
## 45    70.0    205     3 0.8712           Delray Beach             FL     USA
## 46    75.0    220     3 0.8707          Pompano Beach             FL     USA
## 47    78.0    341     3 0.8706               Florence             SC     USA
## 48    76.0    300     3 0.8689        Fort Lauderdale             FL     USA
## 49    74.0    225     3 0.8687                  Beggs             OK     USA
## 50    75.0    290     3 0.8681              Elk Grove             CA     USA
## 51    73.0    190     3 0.8680                Phoenix             AZ     USA
## 52    75.0    235     3 0.8680               Torrance             CA     USA
## 53    77.0    285     3 0.8676                  Ukiah             CA     USA
## 54    77.0    285     3 0.8667           Douglasville             GA     USA
## 55    76.0    300     3 0.8656                 Corona             CA     USA
## 56    74.0    185     3 0.8647                Jackson             MS     USA
## 57    77.0    315     3 0.8647                Wichita             KS     USA
## 58    77.0    300     3 0.8639               Oak Lawn             IL     USA
## 59    75.0    190     3 0.8635       Rancho Cucamonga             CA     USA
## 60    71.0    190     3 0.8626               Gulfport             MS     USA
## 61    78.0    275     3 0.8626                Sumrall             MS     USA
## 62    76.0    238     3 0.8622               Muskogee             OK     USA
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## 64    73.0    185     3 0.8611                 Tyrone             GA     USA
## 65    77.0    215     3 0.8606              Cleveland             OH     USA
## 66    72.0    210     3 0.8601                 Merced             CA     USA
## 67    76.0    200     3 0.8600       North Charleston             SC     USA
## 68    75.0    300     3 0.8600               Honolulu             HI     USA
## 69    74.0    195     3 0.8599              Englewood             NJ     USA
## 70    73.0    185     3 0.8585                 Toledo             OH     USA
## 71    74.0    212     3 0.8576                  Tampa             FL     USA
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## 73    77.0    290     3 0.8567                Ventura             CA     USA
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## 75    76.0    350     3 0.8560              Riverside             CA     USA
## 76    79.0    305     3 0.8560           Philadelphia             PA     USA
## 77    77.0    290     3 0.8559          Pompano Beach             FL     USA
## 78    76.0    310     3 0.8550             Wilmington             NC     USA
## 79    78.0    285     3 0.8546               Moorhead             MS     USA
## 80    73.0    285     3 0.8545                 Tyrone             GA     USA
## 81    76.0    290     3 0.8544               Ackerman             MS     USA
## 82    75.0    220     3 0.8541              Pittsburg             CA     USA
## 83    75.0    205     3 0.8539                Jackson             MS     USA
## 84    79.0    325     3 0.8535              Knoxville             TN     USA
## 85    75.0    215     3 0.8530                 Edmond             OK     USA
## 86    76.0    234     3 0.8530              Cleveland             OH     USA
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## 88    78.0    240     3 0.8525                  Plano             TX     USA
## 89    77.0    280     3 0.8522                La Mesa             CA     USA
## 90    78.0    300     3 0.8517                 Rialto             CA     USA
## 91    74.0    230     3 0.8509          American Fork             UT     USA
## 92    78.0    315     3 0.8507       District Heights             MD     USA
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## 94    76.0    200     3 0.8500         Woodland Hills             CA     USA
## 95    73.0    324     3 0.8487                 Dallas             TX     USA
## 96    74.0    280     3 0.8479              Beaverton             OR     USA
## 97    75.0    225     3 0.8474           Williamsburg             VA     USA
## 98    77.0    325     3 0.8472             Marysville             KS     USA
## 99    75.0    205     3 0.8467              Camp Hill             PA     USA
## 100   73.0    225     3 0.8467               Kirkland             WA     USA
## 101   74.0    230     3 0.8467 Rancho Santa Margarita             CA     USA
## 102   76.0    240     3 0.8467              Riverside             CA     USA
## 103   73.0    325     3 0.8463            Kailua Kona             HI     USA
## 104   75.0    240     3 0.8439                Decatur             GA     USA
## 105   74.0    200     3 0.8439                Baytown             TX     USA
## 106   73.0    225     3 0.8435            Kansas City             MO     USA
## 107   78.0    220     3 0.8430                Phoenix             AZ     USA
## 108   74.0    190     3 0.8428                 Monroe             GA     USA
## 109   76.0    245     3 0.8418                Cameron             TX     USA
## 110   75.0    265     3 0.8418             Rio Rancho             NM     USA
## 111   74.0    200     3 0.8417             Dodge City             KS     USA
## 112   74.0    200     3 0.8417                 Manvel             TX     USA
## 113   76.0    202     3 0.8417            Goose Creek             SC     USA
## 114   74.0    277     3 0.8410               Mililani             HI     USA
## 115   70.0    180     3 0.8407            New Orleans             LA     USA
## 116   75.0    250     3 0.8406          San Francisco             CA     USA
## 117   77.0    265     3 0.8400        Fort Lauderdale             FL     USA
## 118   69.0    185     3 0.8400               San Jose             CA     USA
## 119   76.0    300     3 0.8400                Visalia             CA     USA
## 120   71.0    175     3 0.8400               Quantico             VA     USA
## 121   72.0    185     3 0.8389         Pembroke Pines             FL     USA
## 122   70.0    180     3 0.8389                  Union             SC     USA
## 123   72.0    175     3 0.8376                 Dallas             TX     USA
## 124   71.0    175     3 0.8374             White Hall             AR     USA
## 125   74.0    175     3 0.8367            Lake Forest             CA     USA
## 126   74.0    184     3 0.8367                Augusta             GA     USA
## 127   74.0    205     3 0.8363                Orlando             FL     USA
## 128   74.0    215     3 0.8359                Gadsden             AL     USA
## 129   74.0    195     3 0.8356             Providence             RI     USA
## 130   74.0    305     3 0.8352             Belleville             IL     USA
## 131   76.0    243     3 0.8342             Birmingham             AL     USA
## 132   73.0    190     3 0.8342                 Newark             NJ     USA
## 133   76.0    308     3 0.8337             Batesville             MS     USA
## 134   72.0    190     3 0.8333                Raleigh             NC     USA
## 135   77.0    240     3 0.8333            Los Angeles             CA     USA
## 136   76.0    270     3 0.8333               Scranton             PA     USA
## 137   76.0    290     3 0.8333             Sacramento             CA     USA
## 138   77.0    255     3 0.8333                   Weed             CA     USA
## 139   76.0    290     3 0.8333               Herriman             UT     USA
## 140   74.0    190     3 0.8333                 Wesson             MS     USA
## 141   76.0    220     3 0.8333               Van Nuys             CA     USA
## 142   72.0    190     3 0.8333                   Yuma             AZ     USA
## 143   73.0    220     3 0.8333         Caruthersville             MO     USA
## 144   76.0    360     3 0.8333                Chester             SC     USA
## 145   76.0    275     3 0.8333            Garden City             NY     USA
## 146   72.0    300     3 0.8333            San Antonio             TX     USA
## 147   74.0    205     3 0.8333               Brainerd             MN     USA
## 148   70.0    180     3 0.8333             Livingston             TX     USA
## 149   72.0    215     3 0.8333                Hampton             GA     USA
## 150   75.0    235     3 0.8333               Stafford             VA     USA
## 151   79.0    300     3 0.8333            San Antonio             TX     USA
## 152   73.0    233     3 0.8332                Chipley             FL     USA
## 153   73.0    210     3 0.8331                  Cecil             AL     USA
## 154   73.0    180     3 0.8323                  Miami             FL     USA
## 155   73.0    207     3 0.8322                Chester             VA     USA
## 156   77.0    242     3 0.8315                Oakland             CA     USA
## 157   76.0    225     3 0.8300               Sherburn             MN     USA
## 158   76.0    255     3 0.8300                Luverne             AL     USA
## 159   78.0    345     3 0.8300            Bakersfield             CA     USA
## 160   72.0    205     3 0.8300             Scottsdale             AZ     USA
## 161   73.0    193     3 0.8300               Beaumont             TX     USA
## 162   72.0    190     3 0.8294                Ventura             CA     USA
## 163   76.0    310     3 0.8292      Arlington Heights             IL     USA
## 164   72.0    170     3 0.8289                  Miami             FL     USA
## 165   74.0    280     3 0.8278               Lakewood             CA     USA
## 166   69.0    160     3 0.8274              Opa Locka             FL     USA
## 167   75.0    285     3 0.8271               Converse             TX     USA
## 168   76.0    246     3 0.8267                Seattle             WA     USA
## 169   72.0    175     3 0.8263                  Magee             MS     USA
## 170   75.0    210     3 0.8257                 Lawton             OK     USA
## 171   77.0    260     3 0.8255                 Inwood             WV     USA
## 172   69.0    185     3 0.8248             Washington             DC     USA
## 173   72.0    230     3 0.8241                 Tucker             GA     USA
## 174   75.0    170     3 0.8238                Memphis             TN     USA
## 175   76.0    235     3 0.8231           South Jordan             UT     USA
## 176   75.0    230     3 0.8228            Yorba Linda             CA     USA
## 177   76.0    285     3 0.8225           South Jordan             UT     USA
## 178   78.0    325     3 0.8217                Roswell             NM     USA
## 179   74.0    195     3 0.8200                Lynwood             CA     USA
## 180   73.0    225     3 0.8200               Kirkland             WA     USA
## 181   74.0    215     3 0.8200                Brandon             MS     USA
## 182   76.0    335     3 0.8189                Roswell             GA     USA
## 183   75.0    215     3 0.8184            Santa Maria             CA     USA
## 184   73.0    190     3 0.8177                Phoenix             AZ     USA
## 185   73.0    185     3 0.8174                Ashland             KY     USA
## 186   77.0    290     3 0.8174          Overland Park             KS     USA
## 187   75.0    200     3 0.8174            Brooksville             FL     USA
## 188   75.0    180     3 0.8167             White Hall             AR     USA
## 189   78.0    365     3 0.8167                Ventura             CA     USA
## 190   72.0    195     3 0.8167                  Bronx             NY     USA
## 191   71.0    180     3 0.8159                Antioch             CA     USA
## 192   79.0    305     3 0.8156        West Palm Beach             FL     USA
## 193   75.0    230     3 0.8156               Brooklyn             NY     USA
## 194   75.0    310     3 0.8140                   Hilo             HI     USA
## 195   77.0    220     3 0.8138              Baltimore             MD     USA
## 196   73.0    240     3 0.8134                   Lynn             MA     USA
## 197   72.0    195     3 0.8133                Phoenix             AZ     USA
## 198   72.0    185     3 0.8133              Lafayette             LA     USA
## 199   78.0    230     3 0.8128            Goose Creek             SC     USA
## 200   72.0    197     3 0.8126           Spanish Fort             AL     USA
## 201   76.0    230     3 0.8122              Greenwood             MS     USA
## 202   74.0    235     3 0.8122           Walnut Grove             MS     USA
## 203   75.0    270     3 0.8122              Annandale             VA     USA
## 204   76.0    255     3 0.8121           Fergus Falls             MN     USA
## 205   76.0    288     3 0.8120                Andover             KS     USA
## 206   76.0    260     3 0.8117                Gardena             CA     USA
## 207   75.0    255     3 0.8117          Grand Prairie             TX     USA
## 208   76.0    300     3 0.8117                Jackson             MS     USA
## 209   76.0    280     3 0.8116              Roseville             CA     USA
## 210   78.5    280     3 0.8115               Pearland             TX     USA
## 211   73.0    185     3 0.8115                 Sparks             NV     USA
## 212   76.0    270     3 0.8115                   Waco             TX     USA
## 213   75.0    195     3 0.8115       Rancho Cucamonga             CA     USA
## 214   76.0    210     3 0.8111       Colorado Springs             CO     USA
## 215   76.0    320     3 0.8111             West Point             MS     USA
## 216   77.0    220     3 0.8111               Van Nuys             CA     USA
## 217   76.0    250     3 0.8111              Camarillo             CA     USA
## 218   71.0    202     3 0.8111             Fort Scott             KS     USA
## 219   77.0    260     3 0.8111              San Pablo             CA     USA
## 220   69.0    175     3 0.8111          Daytona Beach             FL     USA
## 221   77.0    250     3 0.8111                   Weed             CA     USA
## 222   71.0    170     3 0.8107                Atlanta             GA     USA
## 223   73.0    290     3 0.8106             Long Beach             CA     USA
## 224   70.0    170     3 0.8100               Palmdale             CA     USA
## 225   78.0    290     3 0.8100             Germantown             TN     USA
## 226   72.0    184     3 0.8100                Detroit             MI     USA
## 227   79.0    265     3 0.8093          Saint Charles             MO     USA
## 228   74.0    290     3 0.8093          American Fork             UT     USA
## 229   72.0    200     3 0.8093              Covington             GA     USA
## 230   77.0    245     3 0.8093               Cuthbert             GA     USA
## 231   79.0    215     3 0.8093               Glendale             AZ     USA
## 232   74.0    215     3 0.8083           Reynoldsburg             OH     USA
## 233   76.0    205     3 0.8081                 Milton             FL     USA
## 234   77.0    235     3 0.8075              Woodville             MS     USA
## 235   71.0    208     3 0.8074                Phoenix             AZ     USA
## 236   79.0    290     3 0.8069                Paducah             KY     USA
## 237   75.0    225     3 0.8067              Southlake             TX     USA
## 238   76.0    187     3 0.8067                Seaside             CA     USA
## 239   74.0    205     3 0.8059             Washington             DC     USA
## 240   73.0    200     3 0.8059            Garden City             NY     USA
## 241   77.0    300     3 0.8059              Oceanside             CA     USA
## 242   77.0    290     3 0.8059                 Layton             UT     USA
## 243   76.0    250     3 0.8056       Rancho Cucamonga             CA     USA
## 244   75.0    330     3 0.8056              Hemingway             SC     USA
## 245   74.0    190     3 0.8056                Orlando             FL     USA
## 246   77.0    180     3 0.8056               Pasadena             CA     USA
## 247   70.0    185     3 0.8045             Costa Mesa             CA     USA
## 248   70.0    195     3 0.8041                 Dallas             TX     USA
## 249   77.0    240     3 0.8033                Griffin             GA     USA
## 250   75.0    232     3 0.8033              Roseville             CA     USA
## 251   71.0    175     3 0.8019          Oklahoma City             OK     USA
## 252   72.0    310     3 0.8019          Grand Prairie             TX     USA
## 253   79.0    310     3 0.8006                Gardner             KS     USA
## 254   73.0    230     3 0.8006            Saint Louis             MO     USA
## 255   74.0    210     3 0.8000          San Francisco             CA     USA
## 256   70.0    185     3 0.8000          Missouri City             TX     USA
## 257   75.0    210     3 0.8000                  Wayne             NJ     USA
## 258   77.0    215     3 0.8000            Belle Glade             FL     USA
## 259   74.0    270     3 0.8000            Jersey City             NJ     USA
## 260   72.0    225     3 0.8000              El Dorado             KS     USA
## 261   74.0    245     3 0.8000               Scranton             PA     USA
## 262   76.0    285     3 0.8000          Panorama City             CA     USA
## 263   70.0    170     3 0.8000        Saint Augustine             FL     USA
## 264   77.0    330     3 0.8000             Birmingham             AL     USA
## 265   77.0    260     3 0.7998              Tylertown             MS     USA
## 266   77.0    256     3 0.7995             Long Beach             CA     USA
## 267   76.0    260     3 0.7985               Lagrange             GA     USA
## 268   72.0    185     3 0.7977               Chandler             AZ     USA
## 269   70.0    315     3 0.7974            Clarksville             TN     USA
## 270   71.0    190     2 0.7967            Haines City             FL     USA
## 271   76.0    220     2 0.7965          Santa Barbara             CA     USA
## 272   74.0    175     2 0.7959                  Tampa             FL     USA
## 273   76.0    205     2 0.7956                Seaside             CA     USA
## 274   70.0    170     2 0.7952           Los Alamitos             CA     USA
## 275   79.0    230     2 0.7945                  Omaha             NE     USA
## 276   77.0    300     2 0.7933             Fort Worth             TX     USA
## 277   73.0    180     2 0.7933       Rancho Cucamonga             CA     USA
## 278   79.0    345     2 0.7933               Marietta             GA     USA
## 279   75.0    230     2 0.7919                 Corona             CA     USA
## 280   72.0    295     2 0.7919                 Fulton             MS     USA
## 281   70.0    175     2 0.7917                Kilgore             TX     USA
## 282   75.0    260     2 0.7906                Byhalia             MS     USA
## 283   75.0    290     2 0.7900            Monroeville             PA     USA
## 284   75.0    310     2 0.7900          Missouri City             TX     USA
## 285   73.0    190     2 0.7900               Moorhead             MS     USA
## 286   77.0    330     2 0.7900                Palatka             FL     USA
## 287   79.0    360     2 0.7900               Brooklyn             NY     USA
## 288   75.0    290     2 0.7900                Salinas             CA     USA
## 289   69.0    190     2 0.7900           Philadelphia             PA     USA
## 290   78.0    285     2 0.7900          Mountain View             CA     USA
## 291   75.0    207     2 0.7900                   Katy             TX     USA
## 292   72.0    190     2 0.7893                Houston             TX     USA
## 293   76.0    208     2 0.7893                  Macon             GA     USA
## 294   75.0    260     2 0.7893                  Miami             OK     USA
## 295   74.0    241     2 0.7889                Orlando             FL     USA
## 296   79.0    209     2 0.7889               Scranton             PA     USA
## 297   73.0    193     2 0.7889       Saint Petersburg             FL     USA
## 298   76.0    280     2 0.7889                 Merced             CA     USA
## 299   76.0    225     2 0.7889              Rochester             NY     USA
## 300   73.0    215     2 0.7889                  Crete             IL     USA
## 301   75.0    314     2 0.7889                 Scooba             MS     USA
## 302   75.0    255     2 0.7889                 Walnut             CA     USA
## 303   76.0    325     2 0.7889            Garden City             KS     USA
## 304   73.0    184     2 0.7885             Fort Scott             KS     USA
## 305   74.0    290     2 0.7885                 Denton             TX     USA
## 306   74.0    240     2 0.7883               Surprise             AZ     USA
## 307   75.0    210     2 0.7867                Visalia             CA     USA
## 308   74.0    230     2 0.7859          Pleasant Hill             CA     USA
## 309   76.0    295     2 0.7859                 Madill             OK     USA
## 310   73.0    305     2 0.7859            Glen Burnie             MD     USA
## 311   73.0    205     2 0.7859                Menifee             CA     USA
## 312   73.0    180     2 0.7855                  Ennis             TX     USA
## 313   75.0    245     2 0.7855                 Scooba             MS     USA
## 314   74.0    185     2 0.7855                Gardena             CA     USA
## 315   76.0    325     2 0.7852                 Austin             TX     USA
## 316   74.0    290     2 0.7852               Gulfport             MS     USA
## 317   72.0    225     2 0.7852                 Corona             CA     USA
## 318   76.0    215     2 0.7852               Brooklyn             NY     USA
## 319   73.0    190     2 0.7844          Muscle Shoals             AL     USA
## 320   76.0    210     2 0.7844             Chesapeake             VA     USA
## 321   74.0    200     2 0.7826                 Upland             CA     USA
## 322   73.0    240     2 0.7826                Orlando             FL     USA
## 323   79.0    300     2 0.7826             Scottsdale             AZ     USA
## 324   69.0    175     2 0.7819                 Biloxi             MS     USA
## 325   76.0    250     2 0.7805                Houston             TX     USA
## 326   77.0    228     2 0.7800            Los Angeles             CA     USA
## 327   73.0    225     2 0.7800                 Austin             TX     USA
## 328   75.0    230     2 0.7800                Modesto             CA     USA
## 329   78.5    240     2 0.7800             Blythewood             SC     USA
## 330   76.0    195     2 0.7800                 Eunice             LA     USA
## 331   73.0    195     2 0.7800                Phoenix             AZ     USA
## 332   77.0    260     2 0.7800      Plumas Ntl Forest             CA     USA
## 333   77.0    292     2 0.7800             Sacramento             CA     USA
## 334   72.0    200     2 0.7800                 Gilroy             CA     USA
## 335   74.0    315     2 0.7800            Canoga Park             CA     USA
## 336   75.0    213     2 0.7800               Norcross             GA     USA
## 337   70.0    205     2 0.7800            Fort Pierce             FL     USA
## 338   77.0    240     2 0.7794            Friendswood             TX     USA
## 339   77.0    330     2 0.7794               El Cajon             CA     USA
## 340   75.0    290     2 0.7793            Winter Park             FL     USA
## 341   76.0    232     2 0.7793                  Tampa             FL     USA
## 342   74.0    202     2 0.7793                Suwanee             GA     USA
## 343   73.0    195     2 0.7785                Natchez             MS     USA
## 344   74.0    284     2 0.7785                  Maize             KS     USA
## 345   77.0    289     2 0.7783                Raymond             MS     USA
## 346   74.0    244     2 0.7783           Eden Prairie             MN     USA
## 347   71.0    180     2 0.7783              Brentwood             CA     USA
## 348   80.0    360     2 0.7778                Milford             DE     USA
## 349   70.0    180     2 0.7755               Thatcher             AZ     USA
## 350   76.0    205     2 0.7752               Palmdale             CA     USA
## 351   72.0    190     2 0.7752                 Tupelo             MS     USA
## 352   71.0    230     2 0.7744                Hayward             CA     USA
## 353   74.0    300     2 0.7744             Coraopolis             PA     USA
## 354   71.0    180     2 0.7744                 Morrow             GA     USA
## 355   75.0    280     2 0.7744          Pleasant Hill             CA     USA
## 356   71.0    190     2 0.7733              Covington             GA     USA
## 357   75.0    185     2 0.7733             Clearwater             FL     USA
## 358   71.0    218     2 0.7733                 Dothan             AL     USA
## 359   78.0    285     2 0.7733                   Troy             MI     USA
## 360   74.0    195     2 0.7726              Opa Locka             FL     USA
## 361   74.0    240     2 0.7726               Stockton             CA     USA
## 362   73.0    180     2 0.7718              Woodville             MS     USA
## 363   73.0    185     2 0.7711                 Mccomb             MS     USA
## 364   73.0    190     2 0.7700              Rochester             NY     USA
## 365   75.0    180     2 0.7700              San Mateo             CA     USA
## 366   75.0    207     2 0.7700                Cumming             GA     USA
## 367   72.0    180     2 0.7700                Menifee             CA     USA
## 368   75.0    205     2 0.7700          Mountain View             CA     USA
## 369   76.0    300     2 0.7700             Brownsburg             IN     USA
## 370   77.0    245     2 0.7700               El Cajon             CA     USA
## 371   72.0    225     2 0.7700              Bassfield             MS     USA
## 372   75.0    290     2 0.7700               Freeport             IL     USA
## 373   78.0    325     2 0.7700             Santa Rosa             CA     USA
## 374   72.0    290     2 0.7700                 Scooba             MS     USA
## 375   76.0    290     2 0.7694              San Diego             CA     USA
## 376   75.0    210     2 0.7683                Oakland             CA     USA
## 377   72.0    225     2 0.7683                 Austin             TX     USA
## 378   77.0    295     2 0.7683                  Bixby             OK     USA
## 379   75.0    320     2 0.7683                 Lithia             FL     USA
## 380   74.0    300     2 0.7678               Sterling             KS     USA
## 381   74.0    285     2 0.7678             Long Beach             CA     USA
## 382   76.0    315     2 0.7667                Reading             PA     USA
## 383   74.0    190     2 0.7667            Poplarville             MS     USA
## 384   74.0    201     2 0.7667                 Towson             MD     USA
## 385   75.0    220     2 0.7667              Baltimore             MD     USA
## 386   74.0    220     2 0.7667                   Waco             TX     USA
## 387   74.0    315     2 0.7667             Manorville             NY     USA
## 388   70.0    175     2 0.7667           Independence             KS     USA
## 389   70.0    190     2 0.7667               Wahpeton             ND     USA
## 390   75.0    225     2 0.7667                 Lufkin             TX     USA
## 391   77.0    290     2 0.7667                Chicago             IL     USA
## 392   70.0    175     2 0.7667              San Diego             CA     USA
## 393   72.0    205     2 0.7667                Phoenix             AZ     USA
## 394   74.0    240     2 0.7667                Seattle             WA     USA
## 395   74.0    210     2 0.7667                 Dallas             TX     USA
## 396   74.0    280     2 0.7667        West Des Moines             IA     USA
## 397   71.0    195     2 0.7667                 Fulton             MS     USA
## 398   71.0    210     2 0.7667                Ontario             CA     USA
## 399   75.0    195     2 0.7652              Grand Bay             AL     USA
## 400   75.0    185     2 0.7644               O'Fallon             IL     USA
## 401   74.0    250     2 0.7644               Coalinga             CA     USA
## 402   74.0    205     2 0.7633               Columbia             MO     USA
## 403   74.0    280     2 0.7633                 Tucker             GA     USA
## 404   74.0    205     2 0.7633              Cleveland             OH     USA
## 405   70.0    200     2 0.7633             Bainbridge             GA     USA
## 406   74.0    205     2 0.7633            Minneapolis             MN     USA
## 407   73.0    325     2 0.7633                Visalia             CA     USA
## 408   74.0    230     2 0.7600           Santa Monica             CA     USA
## 409   76.0    245     2 0.7600                Norfolk             VA     USA
## 410   72.0    221     2 0.7600             Hutchinson             KS     USA
## 411   71.0    190     2 0.7600                  Moody             AL     USA
## 412   75.0    215     2 0.7600        West Sacramento             CA     USA
## 413   70.0    183     2 0.7600             Des Moines             IA     USA
## 414   76.0    285     2 0.7600              Pensacola             FL     USA
## 415   76.0    305     2 0.7600           Independence             KS     USA
## 416   75.0    290     2 0.7600              San Mateo             CA     USA
## 417   71.0    200     2 0.7600              Fullerton             CA     USA
## 418   75.0    275     2 0.7600            Coffeyville             KS     USA
## 419   73.0    300     2 0.7600               Columbia             MO     USA
## 420   75.0    240     2 0.7600               Gastonia             NC     USA
## 421   73.0    190     2 0.7600              Greenwood             MS     USA
## 422   77.0    190     2 0.7593             Iowa Falls             IA     USA
## 423   74.0    195     2 0.7593              Fullerton             CA     USA
## 424   71.0    226     2 0.7583              Los Altos             CA     USA
## 425   70.0    180     2 0.7583                  Tyler             TX     USA
## 426   69.0    200     2 0.7578                Ventura             CA     USA
## 427   76.0    240     2 0.7556            Simi Valley             CA     USA
## 428   75.0    180     2 0.7556             Iowa Falls             IA     USA
## 429   76.0    240     2 0.7555               Stilwell             KS     USA
## 430   72.0    185     2 0.7555                Century             FL     USA
## 431   73.0    250     2 0.7544                  Tulsa             OK     USA
## 432   76.0    305     2 0.7533                 Orange             CA     USA
## 433   75.0    280     2 0.7533                Wichita             KS     USA
## 434   77.0    305     2 0.7533                  Plano             TX     USA
## 435   70.0    175     2 0.7519                 Fulton             MS     USA
## 436   75.0    235     2 0.7500             Pascagoula             MS     USA
## 437   75.0    205     2 0.7500              McDonough             GA     USA
## 438   70.0    185     2 0.7500                  Amory             MS     USA
## 439   73.0    225     2 0.7500         San Bernardino             CA     USA
## 440   72.0    195     2 0.7500              Nashville             TN     USA
## 441   73.0    307     2 0.7500                  Miami             OK     USA
## 442   74.0    260     2 0.7500                 Scooba             MS     USA
## 443   73.0    283     2 0.7500                 Fulton             MS     USA
## 444   72.0    230     2 0.7483                Goddard             KS     USA
## 445   72.0    230     2 0.7444               Franklin             MA     USA
## 446   73.0    245     2 0.7444             Sacramento             CA     USA
## 447   72.0    227     2 0.7444                Norwalk             CA     USA
## 448   74.0    225     2 0.7444                  Olney             MD     USA
## 449   70.0    180     2 0.7444             Scottsdale             AZ     USA
## 450   68.0    175     2 0.7400             Scottsdale             AZ     USA
## 451   73.0    300     2 0.7400              Millbrook             AL     USA
## 452   70.0    180     2 0.7400                 Athens             TX     USA
## 453   73.0    290     2 0.7400            Santa Maria             CA     USA
## 454   71.0    170     2 0.7400                 Upland             CA     USA
## 455   77.0    300     2 0.7000              Riverside             CA     USA
## 456   76.0    310     2 0.7000               Lithonia             GA     USA
## 457   72.0    215     2 0.7000              Mansfield             TX     USA
## 458   71.0    175     2 0.7000                Suwanee             GA     USA
## 459   74.0    215     2 0.7000            Little Rock             AR     USA
## 460   77.0    245     2 0.7000              San Pablo             CA     USA
## 461   71.0    185     2 0.7000                Garland             TX     USA
## 462   76.0    265     2 0.7000                 Wesson             MS     USA
## 463   72.0    175     2 0.7000               Brooklyn             NY     USA
## 464   72.0    180     2 0.7000                  Miami             FL     USA
## 465   75.0    185     2 0.7000                  Tulsa             OK     USA
## 466   77.0    260     2 0.7000          Mission Viejo             CA     USA
## 467   72.0    190     2 0.7000              Fairfield             CA     USA
## 468   80.0    250     2 0.7000                   Irmo             SC     USA
## 469   76.0    250     2 0.7000                  Miami             OK     USA
## 470   76.0    235     2 0.7000          Mission Viejo             CA     USA
## 471   68.0    230     2 0.7000              Rochester             NY     USA
## 472   74.0    185     2 0.7000             Mendenhall             MS     USA
## 473   78.0    344     2 0.7000                Houston             TX     USA
## 474   73.0    175     2 0.7000               Longview             TX     USA
## 475   71.0    182     2 0.7000               Marietta             GA     USA
## 476   75.0    250     2 0.7000             Brownsboro             TX     USA
##     hometown_info_latitude hometown_info_longitude hometown_info_fips_code
## 1                     <NA>                    <NA>                    <NA>
## 2               41.8525984             -72.6437022                   09003
## 3               40.3880902            -111.8491619                   49049
## 4              40.78102005      -73.19299521234568                   36103
## 5               40.0945549             -75.1487863                   42091
## 6               30.4380832             -84.2809332                   12073
## 7               32.5631924             -97.1416768                   48439
## 8               25.4718946             -80.4759905                   12086
## 9               32.9299655             -97.2271249                   48439
## 10              41.5094771             -90.5787477                   17161
## 11              30.3321838              -81.655651                   12031
## 12              41.4086874             -75.6621294                   42069
## 13              30.7635213              -88.126946                   01097
## 14              29.4657731             -81.2576832                   12035
## 15              38.6244952             -90.1509429                   17163
## 16              30.0929879             -93.7365549                   48361
## 17              25.7742658             -80.1936589                   12086
## 18              38.5773417              -77.030531                   24017
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## 422             42.5210019             -93.2636705                   19083
## 423             33.8708215            -117.9294165                   06059
## 424             37.3790629             -122.116578                   06085
## 425             32.3512601             -95.3010624                   48423
## 426             34.3435092     -119.29560423163717                   06111
## 427             34.2694474             -118.781482                   06111
## 428             42.5210019             -93.2636705                   19083
## 429             38.7691755             -94.6563454                   20091
## 430             30.9732384             -87.2638628                   12033
## 431             36.1556805             -95.9929113                   40143
## 432             33.7872568            -117.8503088                   06059
## 433             37.6922361             -97.3375448                   20173
## 434             33.0136764             -96.6925096                   48085
## 435             34.2739933             -88.4092133                   28057
## 436             30.3646795             -88.5585995                   28059
## 437             33.4473361             -84.1468616                   13151
## 438             33.9842768              -88.488099                   28095
## 439             34.1083449            -117.2897652                   06071
## 440             36.1622296             -86.7743531                   47037
## 441             36.8746177              -94.877374                   40115
## 442             32.8290581             -88.4767398                   28069
## 443             34.2739933             -88.4092133                   28057
## 444             37.6597363             -97.5753256                   20173
## 445             42.0834313              -71.396725                   25021
## 446             38.5815719            -121.4943996                   06067
## 447             33.9092802            -118.0849169                   06037
## 448             39.1532123             -77.0668408                   24031
## 449             33.4942189            -111.9260184                   04013
## 450             33.4942189            -111.9260184                   04013
## 451             32.4798575             -86.3619163                   01051
## 452             32.2044416              -95.854914                   48213
## 453             34.9531295            -120.4358577                   06083
## 454               34.09751            -117.6483876                   06071
## 455             33.9533546            -117.3961623                   06065
## 456             33.7123305             -84.1051939                   13089
## 457             32.5631924             -97.1416768                   48439
## 458             34.0514898             -84.0712997                   13135
## 459             34.7464809             -92.2895948                   05119
## 460             37.9621457            -122.3455263                   06013
## 461              32.912624             -96.6388833                   48113
## 462              31.701277             -90.3975928                   28029
## 463             40.6501038             -73.9495823                   36047
## 464             25.7742658             -80.1936589                   12086
## 465             36.1556805             -95.9929113                   40143
## 466             33.5965685             -117.659405                   06059
## 467             38.2493581            -122.0399663                   06095
## 468            34.08846885      -81.18021121302588                   45063
## 469             36.8746177              -94.877374                   40115
## 470             33.5965685             -117.659405                   06059
## 471              43.157285              -77.615214                   36055
## 472             31.9622006             -89.8702079                   28127
## 473             29.7589382             -95.3676974                   48201
## 474             32.5007031               -94.74049                   48183
## 475             33.9528472             -84.5496148                   13067
## 476             32.3023706             -95.6135715                   48213
cfbd_recruiting_player(2020, recruit_type = "HighSchool", position = "OT", state = "FL")
##       id athlete_id recruit_type year ranking              name
## 1  61676    4429039   HighSchool 2020     110   Marcus Dumervil
## 2  61695    4429010   HighSchool 2020     128      Jalen Rivers
## 3  61724       <NA>   HighSchool 2020     157 Issiah Walker Jr.
## 4  61838       <NA>   HighSchool 2020     271      Joshua Braun
## 5  61885    4433873   HighSchool 2020     318 Connor McLaughlin
## 6  62056    4593066   HighSchool 2020     491      Cayden Baker
## 7  62104    4565556   HighSchool 2020     538   Michael Rankins
## 8  62223    4431266   HighSchool 2020     658     Gerald Mincey
## 9  62662    4568715   HighSchool 2020    1097      Lloyd Willis
## 10 62718    4429232   HighSchool 2020    1154   Bradley Ashmore
## 11 62769    4430178   HighSchool 2020    1205 Cade Kootsouradis
## 12 62800       <NA>   HighSchool 2020    1236        David Hoyt
## 13 62933    4429218   HighSchool 2020    1368    David Anderton
## 14 62975       <NA>   HighSchool 2020    1410      Evan Webster
## 15 63015    4432300   HighSchool 2020    1449        Woody Jean
## 16 63023       <NA>   HighSchool 2020    1457        Mark Pitts
## 17 63262    4565488   HighSchool 2020    1696   Patrick Barnett
## 18 63351       <NA>   HighSchool 2020    1785     Jose Gonzalez
## 19 63390    4432227   HighSchool 2020    1825 Joseph Habinowski
## 20 63459    4588226   HighSchool 2020    1894      Zach Perkins
## 21 63506    4568699   HighSchool 2020    1941    Rasheed Miller
## 22 63536    4570632   HighSchool 2020    1972     Blaise Sparks
## 23 63889    4565767   HighSchool 2020    2324      Bryce McNair
## 24 64464       <NA>   HighSchool 2020    2901   Hunter Zambrano
## 25 65015       <NA>   HighSchool 2020    3453       Kevin Cline
## 26 65441       <NA>   HighSchool 2020    3879   Connor Lenczden
##                    school     committed_to position height weight stars rating
## 1      St. Thomas Aquinas              LSU       OT     77    305     4 0.9515
## 2                 Oakleaf            Miami       OT     78    331     4 0.9425
## 3                 Norland          Florida       OT     76    309     4 0.9308
## 4                Suwannee          Florida       OT     78    335     4 0.9049
## 5                  Jesuit         Stanford       OT     79    260     4 0.8968
## 6              Fort Myers   North Carolina       OT     78    260     3 0.8789
## 7                 Lennard     Georgia Tech       OT     77    295     3 0.8755
## 8        Cardinal Gibbons          Florida       OT     77    320     3 0.8681
## 9                 Killian    Florida State       OT     79    310     3 0.8505
## 10     Duncan U. Fletcher       Vanderbilt       OT     78    280     3 0.8485
## 11              Crestview     Georgia Tech       OT     76    285     3 0.8473
## 12         Tampa Catholic             Army       OT     80    272     3 0.8464
## 13              Edgewater    South Florida       OT     75    310     3 0.8417
## 14                 Hardee      Florida A&M       OT     76    293     3 0.8410
## 15        Deerfield Beach          Arizona       OT     76    287     3 0.8396
## 16         F. W. Buchholz             <NA>       OT     78    290     3 0.8390
## 17               Key West              UCF       OT     78    305     3 0.8322
## 18       Strawberry Crest             <NA>       OT     81    320     3 0.8299
## 19 Chaminade-Madonna Prep             Ohio       OT     76    306     3 0.8288
## 20          Berkeley Prep         Maryland       OT     76    321     3 0.8268
## 21             Lake Wales Georgia Southern       OT     78    260     3 0.8259
## 22       North Fort Myers         Illinois       OT     79    301     3 0.8247
## 23        Deerfield Beach             Ohio       OT     75    274     3 0.8127
## 24      University School   Illinois State       OT     77    300     3 0.7998
## 25   Boca Raton Christian             <NA>       OT     79    347     2 0.7797
## 26        Wiregrass Ranch             <NA>       OT     77    285     2 0.7396
##                city state_province country hometown_info_latitude
## 1   Fort Lauderdale             FL     USA             26.1223084
## 2       Orange Park             FL     USA             30.1654707
## 3             Miami             FL     USA             25.7742658
## 4          Live Oak             FL     USA             30.2949457
## 5             Tampa             FL     USA             27.9477595
## 6        Fort Myers             FL     USA              26.640628
## 7            Ruskin             FL     USA             27.7208575
## 8   Fort Lauderdale             FL     USA             26.1223084
## 9             Miami             FL     USA             25.7742658
## 10    Neptune Beach             FL     USA              30.311908
## 11        Crestview             FL     USA             30.7621326
## 12            Tampa             FL     USA             27.9477595
## 13          Orlando             FL     USA             28.5421109
## 14         Wauchula             FL     USA             27.5472589
## 15  Deerfield Beach             FL     USA              26.318342
## 16      Gainesville             FL     USA             29.6519684
## 17         Key West             FL     USA             24.5625566
## 18            Dover             FL     USA            27.99439345
## 19        Hollywood             FL     USA             26.0112014
## 20            Tampa             FL     USA             27.9477595
## 21       Lake Wales             FL     USA             27.9014133
## 22 North Fort Myers             FL     USA             26.6728666
## 23  Deerfield Beach             FL     USA              26.318342
## 24  Fort Lauderdale             FL     USA             26.1223084
## 25       Boca Raton             FL     USA             26.3586885
## 26      Zephyrhills             FL     USA             28.2336196
##    hometown_info_longitude hometown_info_fips_code
## 1              -80.1433786                   12011
## 2              -81.7016346                   12019
## 3              -80.1936589                   12086
## 4                -82.98402                   12121
## 5               -82.458444                   12057
## 6              -81.8723084                   12071
## 7              -82.4331528                   12057
## 8              -80.1433786                   12011
## 9              -80.1936589                   12086
## 10             -81.3964734                   12031
## 11             -86.5705084                   12091
## 12              -82.458444                   12057
## 13             -81.3790304                   12095
## 14             -81.8114715                   12049
## 15             -80.0996306                   12011
## 16             -82.3249846                   12001
## 17             -81.7724368                   12087
## 18      -82.22171105983051                   12057
## 19             -80.1494901                   12011
## 20              -82.458444                   12057
## 21             -81.5859099                   12105
## 22             -81.8840848                   12071
## 23             -80.0996306                   12011
## 24             -80.1433786                   12011
## 25             -80.0830984                   12099
## 26             -82.1811947                   12101

CFB Recruiting Information Position Groups.

cfbd_recruiting_position(2018, team = "Texas")
##    team conference position_group avg_rating total_rating commits avg_stars
## 1 Texas     Big 12 Defensive Back  0.9427063      15.0833      16  4.062500
## 2 Texas     Big 12 Defensive Line  0.8996687      14.3947      16  3.500000
## 3 Texas     Big 12     Linebacker  0.9024700       9.0247      10  3.600000
## 4 Texas     Big 12 Offensive Line  0.9035769      11.7465      13  3.769231
## 5 Texas     Big 12    Quarterback  0.9197667       5.5186       6  3.833333
## 6 Texas     Big 12       Receiver  0.9105200      13.6578      15  3.600000
## 7 Texas     Big 12   Running Back  0.9327000       3.7308       4  4.250000
## 8 Texas     Big 12  Special Teams  0.8849333      10.6192      12  3.583333
## 9 Texas     Big 12  All Positions  0.9106043      83.7756      92  3.728261
cfbd_recruiting_position(2016, 2020, team = "Virginia")
##       team conference position_group avg_rating total_rating commits avg_stars
## 1 Virginia        ACC Defensive Back  0.8332857      11.6660      14  2.857143
## 2 Virginia        ACC Defensive Line  0.8508000      14.4636      17  3.117647
## 3 Virginia        ACC     Linebacker  0.8461053      16.0760      19  3.000000
## 4 Virginia        ACC Offensive Line  0.8452158      16.0591      19  3.052632
## 5 Virginia        ACC    Quarterback  0.8465500       5.0793       6  3.000000
## 6 Virginia        ACC       Receiver  0.8401950      16.8039      20  2.950000
## 7 Virginia        ACC   Running Back  0.8453714       5.9176       7  3.000000
## 8 Virginia        ACC  Special Teams  0.8361111       7.5250       9  2.888889
## 9 Virginia        ACC  All Positions  0.8431577      93.5905     111  2.990991
cfbd_recruiting_position(2015, 2020, conference = "SEC")
##                  team conference position_group avg_rating total_rating commits
## 1             Alabama        SEC Defensive Back  0.9464875      22.7157      24
## 2             Alabama        SEC Defensive Line  0.9543032      29.5834      31
## 3             Alabama        SEC     Linebacker  0.9390235      15.9634      17
## 4             Alabama        SEC Offensive Line  0.9327652      21.4536      23
## 5             Alabama        SEC    Quarterback  0.9061444       8.1553       9
## 6             Alabama        SEC       Receiver  0.9246435      21.2668      23
## 7             Alabama        SEC   Running Back  0.9298214      13.0175      14
## 8             Alabama        SEC  Special Teams  0.8863400       8.8634      10
## 9            Arkansas        SEC Defensive Back  0.8627654      22.4319      26
## 10           Arkansas        SEC Defensive Line  0.8787962      22.8487      26
## 11           Arkansas        SEC     Linebacker  0.8500211      16.1504      19
## 12           Arkansas        SEC Offensive Line  0.8516045      18.7353      22
## 13           Arkansas        SEC    Quarterback  0.8730875       6.9847       8
## 14           Arkansas        SEC       Receiver  0.8797947      16.7161      19
## 15           Arkansas        SEC   Running Back  0.8774571       6.1422       7
## 16           Arkansas        SEC  Special Teams  0.8589000       8.5890      10
## 17             Auburn        SEC Defensive Back  0.8867389      15.9613      18
## 18             Auburn        SEC Defensive Line  0.9239696      21.2513      23
## 19             Auburn        SEC     Linebacker  0.9038409      19.8845      22
## 20             Auburn        SEC Offensive Line  0.8966056      16.1389      18
## 21             Auburn        SEC    Quarterback  0.8898800       4.4494       5
## 22             Auburn        SEC       Receiver  0.9012440      22.5311      25
## 23             Auburn        SEC   Running Back  0.9115455      10.0270      11
## 24             Auburn        SEC  Special Teams  0.8934636      19.6562      22
## 25            Florida        SEC Defensive Back  0.9018387      27.9570      31
## 26            Florida        SEC Defensive Line  0.9034652      20.7797      23
## 27            Florida        SEC     Linebacker  0.8898400      13.3476      15
## 28            Florida        SEC Offensive Line  0.8827556      23.8344      27
## 29            Florida        SEC    Quarterback  0.8856571       6.1996       7
## 30            Florida        SEC       Receiver  0.9105240      22.7631      25
## 31            Florida        SEC   Running Back  0.8969375       7.1755       8
## 32            Florida        SEC  Special Teams  0.8470000       5.0820       6
## 33            Georgia        SEC Defensive Back  0.9101815      24.5749      27
## 34            Georgia        SEC Defensive Line  0.9288600      27.8658      30
## 35            Georgia        SEC     Linebacker  0.9449941      16.0649      17
## 36            Georgia        SEC Offensive Line  0.9216269      23.9623      26
## 37            Georgia        SEC    Quarterback  0.9209000       7.3672       8
## 38            Georgia        SEC       Receiver  0.9226769      23.9896      26
## 39            Georgia        SEC   Running Back  0.9420125       7.5361       8
## 40            Georgia        SEC  Special Teams  0.8812250      10.5747      12
## 41           Kentucky        SEC Defensive Back  0.8647150      17.2943      20
## 42           Kentucky        SEC Defensive Line  0.8664259      23.3935      27
## 43           Kentucky        SEC     Linebacker  0.8635083      10.3621      12
## 44           Kentucky        SEC Offensive Line  0.8633545      18.9938      22
## 45           Kentucky        SEC    Quarterback  0.8507000       5.9549       7
## 46           Kentucky        SEC       Receiver  0.8583818      18.8844      22
## 47           Kentucky        SEC   Running Back  0.8748000       8.7480      10
## 48           Kentucky        SEC  Special Teams  0.8524353      14.4914      17
## 49                LSU        SEC Defensive Back  0.9398087      21.6156      23
## 50                LSU        SEC Defensive Line  0.9160167      27.4805      30
## 51                LSU        SEC     Linebacker  0.9289000      11.1468      12
## 52                LSU        SEC Offensive Line  0.9100520      22.7513      25
## 53                LSU        SEC    Quarterback  0.8728000       6.9824       8
## 54                LSU        SEC       Receiver  0.9114040      22.7851      25
## 55                LSU        SEC   Running Back  0.9257182      10.1829      11
## 56                LSU        SEC  Special Teams  0.8538308      11.0998      13
## 57  Mississippi State        SEC Defensive Back  0.8741818      19.2320      22
## 58  Mississippi State        SEC Defensive Line  0.8818545      19.4008      22
## 59  Mississippi State        SEC     Linebacker  0.9073500       7.2588       8
## 60  Mississippi State        SEC Offensive Line  0.8599105      16.3383      19
## 61  Mississippi State        SEC    Quarterback  0.8763167       5.2579       6
## 62  Mississippi State        SEC       Receiver  0.8560118      14.5522      17
## 63  Mississippi State        SEC   Running Back  0.8826143       6.1783       7
## 64  Mississippi State        SEC  Special Teams  0.8568000      15.4224      18
## 65           Missouri        SEC Defensive Back  0.8483348      19.5117      23
## 66           Missouri        SEC Defensive Line  0.8602500      13.7640      16
## 67           Missouri        SEC     Linebacker  0.8505937      13.6095      16
## 68           Missouri        SEC Offensive Line  0.8572810      18.0029      21
## 69           Missouri        SEC    Quarterback  0.8780167       5.2681       6
## 70           Missouri        SEC       Receiver  0.8580182      18.8764      22
## 71           Missouri        SEC   Running Back  0.8418875       6.7351       8
## 72           Missouri        SEC  Special Teams  0.8499800       8.4998      10
## 73           Ole Miss        SEC Defensive Back  0.8617200      17.2344      20
## 74           Ole Miss        SEC Defensive Line  0.8743600      17.4872      20
## 75           Ole Miss        SEC     Linebacker  0.8566867      12.8503      15
## 76           Ole Miss        SEC Offensive Line  0.8736148      23.5876      27
## 77           Ole Miss        SEC    Quarterback  0.8837667       7.9539       9
## 78           Ole Miss        SEC       Receiver  0.9119895      17.3278      19
## 79           Ole Miss        SEC   Running Back  0.8900500       8.9005      10
## 80           Ole Miss        SEC  Special Teams  0.8908600       4.4543       5
## 81     South Carolina        SEC Defensive Back  0.8699762      18.2695      21
## 82     South Carolina        SEC Defensive Line  0.8877231      23.0808      26
## 83     South Carolina        SEC     Linebacker  0.8668929      12.1365      14
## 84     South Carolina        SEC Offensive Line  0.8646038      22.4797      26
## 85     South Carolina        SEC    Quarterback  0.9170286       6.4192       7
## 86     South Carolina        SEC       Receiver  0.8708417      20.9002      24
## 87     South Carolina        SEC   Running Back  0.8799889       7.9199       9
## 88     South Carolina        SEC  Special Teams  0.8698667      10.4384      12
## 89          Tennessee        SEC Defensive Back  0.8865708      21.2777      24
## 90          Tennessee        SEC Defensive Line  0.8988600      22.4715      25
## 91          Tennessee        SEC     Linebacker  0.8986687      14.3787      16
## 92          Tennessee        SEC Offensive Line  0.8976727      19.7488      22
## 93          Tennessee        SEC    Quarterback  0.8861556       7.9754       9
## 94          Tennessee        SEC       Receiver  0.8760739      20.1497      23
## 95          Tennessee        SEC   Running Back  0.8638636       9.5025      11
## 96          Tennessee        SEC  Special Teams  0.8606813      13.7709      16
## 97          Texas A&M        SEC Defensive Back  0.9167524      19.2518      21
## 98          Texas A&M        SEC Defensive Line  0.9068423      23.5779      26
## 99          Texas A&M        SEC     Linebacker  0.8815350      17.6307      20
## 100         Texas A&M        SEC Offensive Line  0.8876346      23.0785      26
## 101         Texas A&M        SEC    Quarterback  0.8954750       7.1638       8
## 102         Texas A&M        SEC       Receiver  0.9130464      25.5653      28
## 103         Texas A&M        SEC   Running Back  0.8864250      10.6371      12
## 104         Texas A&M        SEC  Special Teams  0.8424000       8.4240      10
## 105        Vanderbilt        SEC Defensive Back  0.8578789      16.2997      19
## 106        Vanderbilt        SEC Defensive Line  0.8307143      11.6300      14
## 107        Vanderbilt        SEC     Linebacker  0.8476769      11.0198      13
## 108        Vanderbilt        SEC Offensive Line  0.8466750      20.3202      24
## 109        Vanderbilt        SEC    Quarterback  0.8761857       6.1333       7
## 110        Vanderbilt        SEC       Receiver  0.8486955      18.6713      22
## 111        Vanderbilt        SEC   Running Back  0.8454625       6.7637       8
## 112        Vanderbilt        SEC  Special Teams  0.8177909       8.9957      11
## 113           Alabama        SEC  All Positions  0.9339013     141.0190     151
## 114          Arkansas        SEC  All Positions  0.8656810     118.5980     137
## 115            Auburn        SEC  All Positions  0.9020812     129.9000     144
## 116           Florida        SEC  All Positions  0.8953444     127.1390     142
## 117           Georgia        SEC  All Positions  0.9216591     141.9350     154
## 118          Kentucky        SEC  All Positions  0.8622073     118.1220     137
## 119               LSU        SEC  All Positions  0.9118667     134.0440     147
## 120 Mississippi State        SEC  All Positions  0.8709303     103.6410     119
## 121          Missouri        SEC  All Positions  0.8546516     104.2670     122
## 122          Ole Miss        SEC  All Positions  0.8783680     109.7960     125
## 123    South Carolina        SEC  All Positions  0.8751381     121.6440     139
## 124         Tennessee        SEC  All Positions  0.8854466     129.2750     146
## 125         Texas A&M        SEC  All Positions  0.8962192     135.3290     151
## 126        Vanderbilt        SEC  All Positions  0.8460483      99.8337     118
##     avg_stars
## 1    4.000000
## 2    4.193548
## 3    4.000000
## 4    3.956522
## 5    3.888889
## 6    3.826087
## 7    3.928571
## 8    3.500000
## 9    3.230769
## 10   3.307692
## 11   3.052632
## 12   3.045455
## 13   3.500000
## 14   3.368421
## 15   3.142857
## 16   3.200000
## 17   3.500000
## 18   3.782609
## 19   3.727273
## 20   3.444444
## 21   3.600000
## 22   3.560000
## 23   3.909091
## 24   3.590909
## 25   3.516129
## 26   3.826087
## 27   3.400000
## 28   3.444444
## 29   3.428571
## 30   3.600000
## 31   3.500000
## 32   2.833333
## 33   3.666667
## 34   3.966667
## 35   4.058824
## 36   3.769231
## 37   4.000000
## 38   3.846154
## 39   4.125000
## 40   3.583333
## 41   3.100000
## 42   3.222222
## 43   3.333333
## 44   3.181818
## 45   3.000000
## 46   3.090909
## 47   3.200000
## 48   3.176471
## 49   4.043478
## 50   3.666667
## 51   3.916667
## 52   3.600000
## 53   3.375000
## 54   3.760000
## 55   3.909091
## 56   3.076923
## 57   3.136364
## 58   3.409091
## 59   3.375000
## 60   3.105263
## 61   3.500000
## 62   3.058824
## 63   3.428571
## 64   2.944444
## 65   3.043478
## 66   3.187500
## 67   3.000000
## 68   3.142857
## 69   3.333333
## 70   3.045455
## 71   3.000000
## 72   2.900000
## 73   3.050000
## 74   3.250000
## 75   3.066667
## 76   3.185185
## 77   3.444444
## 78   3.684211
## 79   3.500000
## 80   3.400000
## 81   3.142857
## 82   3.500000
## 83   3.214286
## 84   3.115385
## 85   3.714286
## 86   3.208333
## 87   3.111111
## 88   3.416667
## 89   3.333333
## 90   3.560000
## 91   3.562500
## 92   3.545455
## 93   3.444444
## 94   3.260870
## 95   3.181818
## 96   3.062500
## 97   3.761905
## 98   3.615385
## 99   3.300000
## 100  3.461538
## 101  3.500000
## 102  3.678571
## 103  3.416667
## 104  3.000000
## 105  3.105263
## 106  2.785714
## 107  3.000000
## 108  3.000000
## 109  3.142857
## 110  3.090909
## 111  3.000000
## 112  2.636364
## 113  3.960265
## 114  3.218978
## 115  3.631944
## 116  3.521127
## 117  3.850649
## 118  3.167883
## 119  3.700680
## 120  3.193277
## 121  3.073770
## 122  3.288000
## 123  3.273381
## 124  3.383562
## 125  3.516556
## 126  2.983051

CFB Recruiting Information Team Rankings.

cfbd_recruiting_team(2018, team = "Texas")
##   year rank  team points
## 1 2018    3 Texas 300.06
cfbd_recruiting_team(2016, team = "Virginia")
##   year rank     team points
## 1 2016   63 Virginia 164.95
cfbd_recruiting_team(2016, team = "Texas A&M")
##   year rank      team points
## 1 2016   18 Texas A&M 238.94
##     year rank                  team points
## 1   2011    1               Alabama 298.50
## 2   2011    2         Florida State 297.03
## 3   2011    3                   USC 286.99
## 4   2011    4                 Texas 284.05
## 5   2011    5                Auburn 281.02
## 6   2011    6            Ohio State 278.47
## 7   2011    7               Georgia 278.18
## 8   2011    8                   LSU 272.65
## 9   2011    9            Notre Dame 271.38
## 10  2011   10               Clemson 269.69
## 11  2011   11               Florida 258.24
## 12  2011   12                Oregon 257.09
## 13  2011   13              Oklahoma 256.79
## 14  2011   14             Tennessee 253.78
## 15  2011   15            California 249.70
## 16  2011   16              Nebraska 245.60
## 17  2011   17        South Carolina 244.09
## 18  2011   18        North Carolina 230.93
## 19  2011   19            Texas Tech 230.54
## 20  2011   20              Ole Miss 226.45
## 21  2011   21              Arkansas 226.22
## 22  2011   22              Stanford 221.85
## 23  2011   23              Virginia 220.78
## 24  2011   24            Washington 219.90
## 25  2011   25        Oklahoma State 212.82
## 26  2011   26                  Iowa 208.64
## 27  2011   27            Louisville 208.34
## 28  2011   28                   TCU 207.48
## 29  2011   29               Rutgers 205.88
## 30  2011   30              Michigan 205.16
## 31  2011   31            Penn State 201.40
## 32  2011   32        Michigan State 198.83
## 33  2011   33                 Miami 198.68
## 34  2011   34             Texas A&M 193.44
## 35  2011   35         Virginia Tech 190.02
## 36  2011   36              Kentucky 184.89
## 37  2011   37              Illinois 183.92
## 38  2011   38                  Utah 182.11
## 39  2011   39        Boston College 180.89
## 40  2011   40                Kansas 178.77
## 41  2011   41     Mississippi State 178.10
## 42  2011   42          Oregon State 175.84
## 43  2011   43          Georgia Tech 174.84
## 44  2011   44             Wisconsin 174.08
## 45  2011   45                  UCLA 172.23
## 46  2011   46                Baylor 169.94
## 47  2011   47            Cincinnati 168.77
## 48  2011   48               Arizona 166.94
## 49  2011   49            Vanderbilt 164.00
## 50  2011   50              Maryland 162.97
## 51  2011   51          Kansas State 161.75
## 52  2011   52         West Virginia 160.31
## 53  2011   53           Boise State 159.98
## 54  2011   54                   UCF 158.74
## 55  2011   55               Indiana 158.62
## 56  2011   56              Missouri 158.06
## 57  2011   57             Minnesota 157.15
## 58  2011   58              Syracuse 155.37
## 59  2011   59            Iowa State 153.86
## 60  2011   60              Marshall 152.84
## 61  2011   61          Northwestern 150.59
## 62  2011   62            Pittsburgh 150.28
## 63  2011   63                  Duke 149.33
## 64  2011   64              Colorado 147.70
## 65  2011   65         Arizona State 146.68
## 66  2011   66           Wake Forest 144.89
## 67  2011   67                   SMU 144.59
## 68  2011   68      Washington State 144.31
## 69  2011   69                   BYU 143.97
## 70  2011   70         South Florida 143.19
## 71  2011   71              NC State 139.33
## 72  2011   72         East Carolina 138.07
## 73  2011   73               Houston 133.64
## 74  2011   74                Toledo 132.90
## 75  2011   75                Purdue 129.88
## 76  2011   76        Colorado State 122.79
## 77  2011   77               Memphis 122.48
## 78  2011   78       San Diego State 118.44
## 79  2011   79           Connecticut 117.60
## 80  2011   80                 Tulsa 113.38
## 81  2011   81                Tulane 110.80
## 82  2011   82      Western Michigan  94.12
## 83  2011   83                Temple  93.88
## 84  2011   84             Louisiana  91.52
## 85  2011   85      Western Kentucky  85.81
## 86  2011   86  Southern Mississippi  83.64
## 87  2011   87                  Navy  81.56
## 88  2011   88                  Army  77.89
## 89  2011   89             Air Force  77.86
## 90  2011   90         Bowling Green  77.59
## 91  2011   91         South Alabama  76.36
## 92  2011   92 Florida International  76.24
## 93  2011   93      Central Michigan  75.64
## 94  2011   94               Hawai'i  73.77
## 95  2011   95     Northern Illinois  67.82
## 96  2011   96                  Ohio  67.80
## 97  2011   97                  Rice  67.71
## 98  2011   98          Fresno State  67.30
## 99  2011   99      Middle Tennessee  66.67
## 100 2011  100               Buffalo  61.88
## 101 2011  101                   UAB  61.54
## 102 2011  102            Ball State  60.53
## 103 2011  103      Florida Atlantic  60.49
## 104 2011  104               Wyoming  59.82
## 105 2011  105            New Mexico  57.85
## 106 2011  106      Louisiana Monroe  57.72
## 107 2011  107            Miami (OH)  57.32
## 108 2011  108            Utah State  56.53
## 109 2011  109           North Texas  55.16
## 110 2011  110                  UNLV  53.88
## 111 2011  111      Eastern Michigan  53.69
## 112 2011  112                  Troy  51.83
## 113 2011  113        Louisiana Tech  51.59
## 114 2011  114                 Akron  50.30
## 115 2011  115                Nevada  50.28
## 116 2011  116        San José State  48.83
## 117 2011  117                 Idaho  48.78
## 118 2011  118        Arkansas State  48.25
## 119 2011  119            Kent State  45.57
## 120 2011  120                  UTEP  35.04
## 121 2011  121      New Mexico State  30.13
## 122 2011  122         Northern Iowa  28.92
## 123 2011  123             Villanova  24.24
## 124 2011  124  South Carolina State  18.10
## 125 2011  125               Liberty  13.33
## 126 2011  126               Harvard  13.29
## 127 2011  127           Texas State  12.55
## 128 2011  128            Holy Cross  11.46
## 129 2011  129          Old Dominion   8.32
## 130 2011  130                 UMass   6.67
## 131 2011  131        UT San Antonio   6.67
## 132 2011  132       Bethune-Cookman   5.99
## 133 2011  133     Appalachian State   4.32
## 134 2011  134      Western Carolina   0.00
## 135 2011  135      Eastern Illinois   0.00
## 136 2011  136    North Dakota State   0.00
## 137 2011  137         Indiana State   0.00