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")

Get Team Info

cfbd_team_info(conference = "SEC")
##    team_id            school       mascot abbreviation       alt_name1
## 1      333           Alabama Crimson Tide          ALA            <NA>
## 2        8          Arkansas   Razorbacks          ARK            <NA>
## 3        2            Auburn       Tigers          AUB            <NA>
## 4       57           Florida       Gators          FLA            <NA>
## 5       61           Georgia     Bulldogs          UGA            <NA>
## 6       96          Kentucky     Wildcats           UK            <NA>
## 7       99               LSU       Tigers          LSU Louisiana State
## 8      344 Mississippi State     Bulldogs         MSST            <NA>
## 9      142          Missouri       Tigers          MIZ            <NA>
## 10     145          Ole Miss       Rebels         MISS            <NA>
## 11    2579    South Carolina    Gamecocks           SC            <NA>
## 12    2633         Tennessee   Volunteers         TENN            <NA>
## 13     245         Texas A&M       Aggies         TA&M            <NA>
## 14     238        Vanderbilt   Commodores          VAN            <NA>
##    alt_name2      alt_name3 conference division   color alt_color
## 1        ALA        Alabama        SEC     West #690014   #f1f2f3
## 2        ARK       Arkansas        SEC     West #9c1831   #000000
## 3        AUB         Auburn        SEC     West #03244d   #f1f2f3
## 4        FLA        Florida        SEC     East #0021A5   #0021a5
## 5        UGA        Georgia        SEC     East #CC0000   #000000
## 6         UK       Kentucky        SEC     East #005DAA   #ffffff
## 7        LSU            LSU        SEC     West #fdd023   #2b0d57
## 8       MSST        Miss St        SEC     West #762123   #c8c8c8
## 9        MIZ       Missouri        SEC     East #000000   #000000
## 10      MISS       Ole Miss        SEC     West #001148   #00205b
## 11        SC South Carolina        SEC     East #670010   #000000
## 12      TENN      Tennessee        SEC     East #EE9627   #ffffff
## 13      TA&M      Texas A&M        SEC     West #5C0025   #ffffff
## 14       VAN     Vanderbilt        SEC     East #000000   #231f20
##                                                                                                          logos
## 1    http://a.espncdn.com/i/teamlogos/ncaa/500/333.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/333.png
## 2        http://a.espncdn.com/i/teamlogos/ncaa/500/8.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/8.png
## 3        http://a.espncdn.com/i/teamlogos/ncaa/500/2.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2.png
## 4      http://a.espncdn.com/i/teamlogos/ncaa/500/57.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/57.png
## 5      http://a.espncdn.com/i/teamlogos/ncaa/500/61.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/61.png
## 6      http://a.espncdn.com/i/teamlogos/ncaa/500/96.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/96.png
## 7      http://a.espncdn.com/i/teamlogos/ncaa/500/99.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/99.png
## 8    http://a.espncdn.com/i/teamlogos/ncaa/500/344.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/344.png
## 9    http://a.espncdn.com/i/teamlogos/ncaa/500/142.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/142.png
## 10   http://a.espncdn.com/i/teamlogos/ncaa/500/145.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/145.png
## 11 http://a.espncdn.com/i/teamlogos/ncaa/500/2579.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2579.png
## 12 http://a.espncdn.com/i/teamlogos/ncaa/500/2633.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2633.png
## 13   http://a.espncdn.com/i/teamlogos/ncaa/500/245.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/245.png
## 14   http://a.espncdn.com/i/teamlogos/ncaa/500/238.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/238.png
##    venue_id                                               venue_name
## 1      3657                                     Bryant Denny Stadium
## 2      3887 Donald W. Reynolds Razorback Stadium Frank Broyles Field
## 3      3785                                      Jordan-Hare Stadium
## 4      3634                                 Ben Hill Griffin Stadium
## 5      3917                                          Sanford Stadium
## 6      3683                                     Commonwealth Stadium
## 7      3958                                            Tiger Stadium
## 8      3693                                       Davis Wade Stadium
## 9      3838                                             Faurot Field
## 10     3974                                 Vaught-Hemingway Stadium
## 11     3994                                   Williams-Brice Stadium
## 12     3853                                          Neyland Stadium
## 13     3795                                               Kyle Field
## 14     3973                                       Vanderbilt Stadium
##               city state   zip country_code         timezone latitude longitude
## 1       Tuscaloosa    AL 35487           US  America/Chicago 33.20828 -87.55038
## 2     Fayetteville    AR 72702           US  America/Chicago 36.06807 -94.17895
## 3           Auburn    AL 36849           US  America/Chicago 32.60255 -85.48975
## 4      Gainesville    FL 32653           US America/New_York 29.64994 -82.34858
## 5           Athens    GA 30602           US America/New_York 33.94982 -83.37338
## 6        Lexington    KY 40506           US America/New_York 38.02209 -84.50534
## 7      Baton Rouge    LA 70803           US  America/Chicago 30.41203 -91.18382
## 8       Starkville    MS 39762           US  America/Chicago 33.45634 -88.79337
## 9         Columbia    MO 65211           US  America/Chicago 38.93585 -92.33320
## 10          Oxford    MS 38677           US  America/Chicago 34.36198 -89.53421
## 11        Columbia    SC 29208           US America/New_York 33.97302 -81.01917
## 12       Knoxville    TN 37996           US America/New_York 35.95501 -83.92501
## 13 College Station    TX 77843           US  America/Chicago 30.60989 -96.34038
## 14       Nashville    TN 37212           US  America/Chicago 36.14405 -86.80889
##      elevation capacity year_constructed grass  dome
## 1  70.05136108   101821             1929  TRUE FALSE
## 2  403.7972412    80000             1938 FALSE FALSE
## 3  201.1737976    87451             1939  TRUE FALSE
## 4  44.97250748    88548             1930  TRUE FALSE
## 5  186.1120758    92746             1929  TRUE FALSE
## 6  307.4248962    61000             1973  TRUE FALSE
## 7  7.640734673   102321             1924  TRUE FALSE
## 8  110.2742081    61337             1914  TRUE FALSE
## 9  212.6865692    71168             1927 FALSE FALSE
## 10 146.8517151    64038             1915  TRUE FALSE
## 11 60.54548645    80250             1934  TRUE FALSE
## 12 271.9517212   102455             1921  TRUE FALSE
## 13  108.824585   102733             1927  TRUE FALSE
## 14 159.9194641    40351             1922 FALSE FALSE
cfbd_team_info(conference = "Ind")
##   team_id           school         mascot abbreviation     alt_name1 alt_name2
## 1     349             Army  Black Knights         ARMY          <NA>      ARMY
## 2     252              BYU        Cougars          BYU Brigham Young       BYU
## 3    2335          Liberty         Flames          LIB          <NA>       LIB
## 4     166 New Mexico State         Aggies         NMSU          <NA>      NMSU
## 5      87       Notre Dame Fighting Irish           ND          <NA>        ND
## 6     113            UMass      Minutemen        UMASS          <NA>     UMASS
##       alt_name3       conference division   color alt_color
## 1          Army FBS Independents       NA #ce9c00   #231f20
## 2           BYU FBS Independents       NA #001E4C   #ffffff
## 3       Liberty FBS Independents       NA #071740   #a61f21
## 4 New Mexico St FBS Independents       NA #891216   #000000
## 5    Notre Dame FBS Independents       NA #00122b   #ae9142
## 6         UMass FBS Independents       NA #880007      <NA>
##                                                                                                         logos
## 1   http://a.espncdn.com/i/teamlogos/ncaa/500/349.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/349.png
## 2   http://a.espncdn.com/i/teamlogos/ncaa/500/252.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/252.png
## 3 http://a.espncdn.com/i/teamlogos/ncaa/500/2335.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2335.png
## 4   http://a.espncdn.com/i/teamlogos/ncaa/500/166.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/166.png
## 5     http://a.espncdn.com/i/teamlogos/ncaa/500/87.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/87.png
## 6   http://a.espncdn.com/i/teamlogos/ncaa/500/113.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/113.png
##   venue_id                    venue_name       city state   zip country_code
## 1     3841 Blaik Field at Michie Stadium West Point    NY 10996           US
## 2     3801        LaVell Edwards Stadium      Provo    UT 84602           US
## 3     3992              Williams Stadium  Lynchburg    VA 24502           US
## 4     3601        Aggie Memorial Stadium Las Cruces    NM 88003           US
## 5     3855            Notre Dame Stadium Notre Dame    IN 46556           US
## 6     3985 Warren McGuirk Alumni Stadium     Hadley    MA 1003            US
##                       timezone latitude  longitude   elevation capacity
## 1             America/New_York 41.38749  -73.96409 99.21277618    38000
## 2               America/Denver 40.25753 -111.65452 1412.097046    63470
## 3             America/New_York 37.35443  -79.17502 272.9237061    25000
## 4               America/Denver 32.27962 -106.74111 1208.201294    28853
## 5 America/Indiana/Indianapolis 41.69838  -86.23394  222.645401    80795
## 6             America/New_York 42.37732  -72.53606 46.58664703    17000
##   year_constructed grass  dome
## 1             1924 FALSE FALSE
## 2             1964 FALSE FALSE
## 3             1989 FALSE FALSE
## 4             1978 FALSE FALSE
## 5             1930 FALSE FALSE
## 6             1965 FALSE FALSE
cfbd_team_info(year = 2019)
##     team_id                school           mascot abbreviation
## 1      2005             Air Force          Falcons          AFA
## 2      2006                 Akron             Zips          AKR
## 3       333               Alabama     Crimson Tide          ALA
## 4      2026     Appalachian State     Mountaineers          APP
## 5        12               Arizona         Wildcats         ARIZ
## 6         9         Arizona State       Sun Devils          ASU
## 7         8              Arkansas       Razorbacks          ARK
## 8      2032        Arkansas State       Red Wolves         ARST
## 9       349                  Army    Black Knights         ARMY
## 10        2                Auburn           Tigers          AUB
## 11     2050            Ball State        Cardinals         BALL
## 12      239                Baylor            Bears          BAY
## 13       68           Boise State          Broncos          BSU
## 14      103        Boston College           Eagles           BC
## 15      189         Bowling Green          Falcons         BGSU
## 16     2084               Buffalo            Bulls         BUFF
## 17      252                   BYU          Cougars          BYU
## 18       25            California     Golden Bears          CAL
## 19     2117      Central Michigan        Chippewas          CMU
## 20     2429             Charlotte            49ers         CHAR
## 21     2132            Cincinnati         Bearcats          CIN
## 22      228               Clemson           Tigers         CLEM
## 23      324      Coastal Carolina     Chanticleers          CCU
## 24       38              Colorado        Buffaloes         COLO
## 25       36        Colorado State             Rams          CSU
## 26       41           Connecticut          Huskies         CONN
## 27      150                  Duke      Blue Devils         DUKE
## 28      151         East Carolina          Pirates          ECU
## 29     2199      Eastern Michigan           Eagles          EMU
## 30       57               Florida           Gators          FLA
## 31     2226      Florida Atlantic             Owls          FAU
## 32     2229 Florida International  Golden Panthers          FIU
## 33       52         Florida State        Seminoles          FSU
## 34      278          Fresno State         Bulldogs         FRES
## 35       61               Georgia         Bulldogs          UGA
## 36      290      Georgia Southern           Eagles         GASO
## 37     2247         Georgia State         Panthers         GAST
## 38       59          Georgia Tech   Yellow Jackets           GT
## 39       62               Hawai'i Rainbow Warriors          HAW
## 40      248               Houston          Cougars          HOU
## 41      356              Illinois  Fighting Illini          ILL
## 42       84               Indiana         Hoosiers          IND
## 43     2294                  Iowa         Hawkeyes         IOWA
## 44       66            Iowa State         Cyclones          ISU
## 45     2305                Kansas         Jayhawks           KU
## 46     2306          Kansas State         Wildcats          KSU
## 47     2309            Kent State   Golden Flashes         KENT
## 48       96              Kentucky         Wildcats           UK
## 49     2335               Liberty           Flames          LIB
## 50      309             Louisiana    Ragin' Cajuns          ULL
## 51     2433      Louisiana Monroe         Warhawks          ULM
## 52     2348        Louisiana Tech         Bulldogs           LT
## 53       97            Louisville        Cardinals          LOU
## 54       99                   LSU           Tigers          LSU
## 55      276              Marshall  Thundering Herd         MRSH
## 56      120              Maryland        Terrapins           MD
## 57      235               Memphis           Tigers          MEM
## 58     2390                 Miami       Hurricanes        MIAMI
## 59      193            Miami (OH)         RedHawks         M-OH
## 60      130              Michigan       Wolverines         MICH
## 61      127        Michigan State         Spartans          MSU
## 62     2393      Middle Tennessee     Blue Raiders         MTSU
## 63      135             Minnesota   Golden Gophers         MINN
## 64      344     Mississippi State         Bulldogs         MSST
## 65      142              Missouri           Tigers          MIZ
## 66     2426                  Navy       Midshipmen         NAVY
## 67      152              NC State         Wolfpack         NCST
## 68      158              Nebraska      Cornhuskers          NEB
## 69     2440                Nevada        Wolf Pack          NEV
## 70      167            New Mexico            Lobos          UNM
## 71      166      New Mexico State           Aggies         NMSU
## 72      153        North Carolina        Tar Heels          UNC
## 73     2459     Northern Illinois          Huskies          NIU
## 74      249           North Texas       Mean Green          UNT
## 75       77          Northwestern         Wildcats           NW
## 76       87            Notre Dame   Fighting Irish           ND
## 77      195                  Ohio          Bobcats         OHIO
## 78      194            Ohio State         Buckeyes          OSU
## 79      201              Oklahoma          Sooners         OKLA
## 80      197        Oklahoma State          Cowboys         OKST
## 81      295          Old Dominion         Monarchs          ODU
## 82      145              Ole Miss           Rebels         MISS
## 83     2483                Oregon            Ducks          ORE
## 84      204          Oregon State          Beavers         ORST
## 85      213            Penn State    Nittany Lions          PSU
## 86      221            Pittsburgh         Panthers         PITT
## 87     2509                Purdue     Boilermakers          PUR
## 88      242                  Rice             Owls         RICE
## 89      164               Rutgers  Scarlet Knights         RUTG
## 90       21       San Diego State           Aztecs         SDSU
## 91       23        San José State         Spartans         SJSU
## 92     2567                   SMU         Mustangs          SMU
## 93        6         South Alabama          Jaguars          USA
## 94     2579        South Carolina        Gamecocks           SC
## 95     2572  Southern Mississippi    Golden Eagles          USM
## 96       58         South Florida            Bulls          USF
## 97       24              Stanford         Cardinal         STAN
## 98      183              Syracuse           Orange          SYR
## 99     2628                   TCU     Horned Frogs          TCU
## 100     218                Temple             Owls          TEM
## 101    2633             Tennessee       Volunteers         TENN
## 102     251                 Texas        Longhorns          TEX
## 103     245             Texas A&M           Aggies         TA&M
## 104     326           Texas State          Bobcats         TXST
## 105    2641            Texas Tech      Red Raiders          TTU
## 106    2649                Toledo          Rockets          TOL
## 107    2653                  Troy          Trojans         TROY
## 108    2655                Tulane       Green Wave         TULN
## 109     202                 Tulsa Golden Hurricane         TLSA
## 110       5                   UAB          Blazers          UAB
## 111    2116                   UCF          Knights          UCF
## 112      26                  UCLA           Bruins         UCLA
## 113     113                 UMass        Minutemen        UMASS
## 114    2439                  UNLV           Rebels         UNLV
## 115      30                   USC          Trojans          USC
## 116     254                  Utah             Utes         UTAH
## 117     328            Utah State           Aggies          USU
## 118    2638                  UTEP           Miners         UTEP
## 119    2636        UT San Antonio      Roadrunners         UTSA
## 120     238            Vanderbilt       Commodores          VAN
## 121     258              Virginia        Cavaliers          UVA
## 122     259         Virginia Tech           Hokies           VT
## 123     154           Wake Forest    Demon Deacons         WAKE
## 124     264            Washington          Huskies         WASH
## 125     265      Washington State          Cougars          WSU
## 126      98      Western Kentucky      Hilltoppers          WKU
## 127    2711      Western Michigan          Broncos          WMU
## 128     277         West Virginia     Mountaineers          WVU
## 129     275             Wisconsin          Badgers          WIS
## 130    2751               Wyoming          Cowboys          WYO
##                  alt_name1 alt_name2       alt_name3        conference division
## 1                     <NA>       AFA       Air Force     Mountain West Mountain
## 2                     <NA>       AKR           Akron      Mid-American     East
## 3                     <NA>       ALA         Alabama               SEC     West
## 4                     <NA>       APP  Appalachian St          Sun Belt     <NA>
## 5                     <NA>      ARIZ         Arizona            Pac-12    South
## 6                     <NA>       ASU   Arizona State            Pac-12    South
## 7                     <NA>       ARK        Arkansas               SEC     West
## 8                     <NA>      ARST  Arkansas State          Sun Belt     <NA>
## 9                     <NA>      ARMY            Army  FBS Independents     <NA>
## 10                    <NA>       AUB          Auburn               SEC     West
## 11                    <NA>      BALL      Ball State      Mid-American     West
## 12                    <NA>       BAY          Baylor            Big 12     <NA>
## 13                    <NA>       BSU     Boise State     Mountain West Mountain
## 14                    <NA>        BC  Boston College               ACC Atlantic
## 15     Bowling Green State      BGSU   Bowling Green      Mid-American     East
## 16                    <NA>      BUFF         Buffalo      Mid-American     East
## 17           Brigham Young       BYU             BYU  FBS Independents     <NA>
## 18                    <NA>       CAL             Cal            Pac-12    North
## 19                    <NA>       CMU   Cent Michigan      Mid-American     West
## 20                    <NA>      CHAR       Charlotte    Conference USA     East
## 21                    <NA>       CIN      Cincinnati American Athletic     East
## 22                    <NA>      CLEM         Clemson               ACC Atlantic
## 23                    <NA>       CCU     C. Carolina          Sun Belt     <NA>
## 24                    <NA>      COLO        Colorado            Pac-12    South
## 25                    <NA>       CSU  Colorado State     Mountain West Mountain
## 26                    <NA>      CONN           UConn American Athletic     East
## 27                    <NA>      DUKE            Duke               ACC  Coastal
## 28                    <NA>       ECU             ECU American Athletic     East
## 29                    <NA>       EMU      E Michigan      Mid-American     West
## 30                    <NA>       FLA         Florida               SEC     East
## 31                    <NA>       FAU             FAU    Conference USA     East
## 32                    <NA>       FIU             FIU    Conference USA     East
## 33                    <NA>       FSU             FSU               ACC Atlantic
## 34                    <NA>      FRES    Fresno State     Mountain West     West
## 35                    <NA>       UGA         Georgia               SEC     East
## 36                    <NA>      GASO     Ga Southern          Sun Belt     <NA>
## 37                    <NA>      GAST   Georgia State          Sun Belt     <NA>
## 38                    <NA>        GT    Georgia Tech               ACC  Coastal
## 39                    <NA>       HAW         Hawai'i     Mountain West     West
## 40                    <NA>       HOU         Houston American Athletic     West
## 41                    <NA>       ILL        Illinois           Big Ten     West
## 42                    <NA>       IND         Indiana           Big Ten     East
## 43                    <NA>      IOWA            Iowa           Big Ten     West
## 44                    <NA>       ISU      Iowa State            Big 12     <NA>
## 45                    <NA>        KU          Kansas            Big 12     <NA>
## 46                    <NA>       KSU    Kansas State            Big 12     <NA>
## 47                    <NA>      KENT      Kent State      Mid-American     East
## 48                    <NA>        UK        Kentucky               SEC     East
## 49                    <NA>       LIB         Liberty  FBS Independents     <NA>
## 50            UL Lafayette       ULL       Louisiana          Sun Belt     <NA>
## 51              La.-Monroe       ULM       UL Monroe          Sun Belt     <NA>
## 52                    <NA>        LT         LA Tech    Conference USA     West
## 53                    <NA>       LOU      Louisville               ACC Atlantic
## 54         Louisiana State       LSU             LSU               SEC     West
## 55                    <NA>      MRSH        Marshall    Conference USA     East
## 56                    <NA>        MD        Maryland           Big Ten     East
## 57                    <NA>       MEM         Memphis American Athletic     West
## 58              Miami (FL)     MIAMI           Miami               ACC  Coastal
## 59                    <NA>      M-OH      Miami (OH)      Mid-American     East
## 60                    <NA>      MICH        Michigan           Big Ten     East
## 61                    <NA>       MSU  Michigan State           Big Ten     East
## 62  Middle Tennessee State      MTSU   Mid Tennessee    Conference USA     East
## 63                    <NA>      MINN       Minnesota           Big Ten     West
## 64                    <NA>      MSST         Miss St               SEC     West
## 65                    <NA>       MIZ        Missouri               SEC     East
## 66                    <NA>      NAVY            Navy American Athletic     West
## 67      North Carolina St.      NCST        NC State               ACC Atlantic
## 68                    <NA>       NEB        Nebraska           Big Ten     West
## 69                    <NA>       NEV          Nevada     Mountain West     West
## 70                    <NA>       UNM      New Mexico     Mountain West Mountain
## 71                    <NA>      NMSU   New Mexico St  FBS Independents     <NA>
## 72                    <NA>       UNC             UNC               ACC  Coastal
## 73                    <NA>       NIU      N Illinois      Mid-American     West
## 74                    <NA>       UNT     North Texas    Conference USA     West
## 75                    <NA>        NW    Northwestern           Big Ten     West
## 76                    <NA>        ND      Notre Dame  FBS Independents     <NA>
## 77                    <NA>      OHIO            Ohio      Mid-American     East
## 78                    <NA>       OSU             OSU           Big Ten     East
## 79                    <NA>      OKLA        Oklahoma            Big 12     <NA>
## 80                    <NA>      OKST  Oklahoma State            Big 12     <NA>
## 81                    <NA>       ODU    Old Dominion    Conference USA     East
## 82                    <NA>      MISS        Ole Miss               SEC     West
## 83                    <NA>       ORE          Oregon            Pac-12    North
## 84                    <NA>      ORST    Oregon State            Pac-12    North
## 85                    <NA>       PSU      Penn State           Big Ten     East
## 86                    Pitt      PITT            Pitt               ACC  Coastal
## 87                    <NA>       PUR          Purdue           Big Ten     West
## 88                    <NA>      RICE            Rice    Conference USA     West
## 89                    <NA>      RUTG         Rutgers           Big Ten     East
## 90                    <NA>      SDSU San Diego State     Mountain West     West
## 91            San Jose St.      SJSU  San Jose State     Mountain West     West
## 92      Southern Methodist       SMU             SMU American Athletic     West
## 93                    <NA>       USA   South Alabama          Sun Belt     <NA>
## 94                    <NA>        SC  South Carolina               SEC     East
## 95                    <NA>       USM   Southern Miss    Conference USA     West
## 96                    <NA>       USF             USF American Athletic     East
## 97                    <NA>      STAN        Stanford            Pac-12    North
## 98                    <NA>       SYR        Syracuse               ACC Atlantic
## 99         Texas Christian       TCU             TCU            Big 12     <NA>
## 100                   <NA>       TEM          Temple American Athletic     East
## 101                   <NA>      TENN       Tennessee               SEC     East
## 102                   <NA>       TEX           Texas            Big 12     <NA>
## 103                   <NA>      TA&M       Texas A&M               SEC     West
## 104                   <NA>      TXST     Texas State          Sun Belt     <NA>
## 105                   <NA>       TTU      Texas Tech            Big 12     <NA>
## 106                   <NA>       TOL          Toledo      Mid-American     West
## 107                   <NA>      TROY            Troy          Sun Belt     <NA>
## 108                   <NA>      TULN          Tulane American Athletic     West
## 109                   <NA>      TLSA           Tulsa American Athletic     West
## 110     Alabama-Birmingham       UAB             UAB    Conference USA     West
## 111        Central Florida       UCF             UCF American Athletic     East
## 112                   <NA>      UCLA            UCLA            Pac-12    South
## 113                   <NA>     UMASS           UMass  FBS Independents     <NA>
## 114       Nevada-Las Vegas      UNLV            UNLV     Mountain West     West
## 115                   <NA>       USC             USC            Pac-12    South
## 116                   <NA>      UTAH            Utah            Pac-12    South
## 117                   <NA>       USU      Utah State     Mountain West Mountain
## 118          Texas-El Paso      UTEP            UTEP    Conference USA     West
## 119      Texas-San Antonio      UTSA            UTSA    Conference USA     West
## 120                   <NA>       VAN      Vanderbilt               SEC     East
## 121                   <NA>       UVA             UVA               ACC  Coastal
## 122                   <NA>        VT              VT               ACC  Coastal
## 123                   <NA>      WAKE     Wake Forest               ACC Atlantic
## 124                   <NA>      WASH      Washington            Pac-12    North
## 125                   <NA>       WSU   Washington St            Pac-12    North
## 126                   <NA>       WKU      W Kentucky    Conference USA     East
## 127                   <NA>       WMU      W Michigan      Mid-American     West
## 128                   <NA>       WVU   West Virginia            Big 12     <NA>
## 129                   <NA>       WIS       Wisconsin           Big Ten     West
## 130                   <NA>       WYO         Wyoming     Mountain West Mountain
##       color alt_color
## 1   #004a7b   #ffffff
## 2   #00285e   #84754e
## 3   #690014   #f1f2f3
## 4   #000000   #ffcd00
## 5   #002449   #00205b
## 6   #942139   #f1f2f3
## 7   #9c1831   #000000
## 8   #e81018   #000000
## 9   #ce9c00   #231f20
## 10  #03244d   #f1f2f3
## 11  #DA0000   #ffffff
## 12  #004834   #ffb81c
## 13  #09347A   #d8d9da
## 14  #88001a   #a39161
## 15  #2b1000   #492000
## 16  #041A9B   #ebebeb
## 17  #001E4C   #ffffff
## 18  #031522   #ffc423
## 19  #6a0032   #ffffff
## 20  #cfab7a   #ffffff
## 21  #000000   #717073
## 22  #F66733   #522d80
## 23  #007073   #876447
## 24  #d1c57e   #ffd200
## 25  #004537   #ffc425
## 26  #001d40   #f1f2f3
## 27  #001A57   #f1f2f3
## 28  #4b1869   #f0907b
## 29  #00331b   #f0f0f0
## 30  #0021A5   #0021a5
## 31  #004B85   #bb2f4c
## 32  #001538   #c5960c
## 33  #782F40   #ceb888
## 34  #c41230   #231f20
## 35  #CC0000   #000000
## 36  #003775   #f0f0f0
## 37  #1e539a   #ebebeb
## 38  #00223e   #002c56
## 39  #003420   #ffffff
## 40  #C90822   #231f20
## 41  #f77329   #fa6300
## 42  #7D110C   #eeedeb
## 43  #000000   #ffe100
## 44  #660015   #830b2c
## 45  #0022B4   #e8000d
## 46  #633194   #e7d2ad
## 47  #002445   #f0b510
## 48  #005DAA   #ffffff
## 49  #071740   #a61f21
## 50  #ce2842      <NA>
## 51  #231F20   #b18445
## 52  #002d65   #d3313a
## 53  #ad000a   #cccccc
## 54  #fdd023   #2b0d57
## 55  #186329   #be854c
## 56  #D5002B   #ffcd00
## 57  #003087   #898d8d
## 58  #004325   #f0f0f0
## 59  #a4000c   #f0f0f0
## 60  #00274c   #00274c
## 61  #18453B   #ffffff
## 62  #0079C2   #c3c5c8
## 63  #981a31   #981a31
## 64  #762123   #c8c8c8
## 65  #000000   #000000
## 66  #131630   #b6a77c
## 67  #EF1216   #231f20
## 68  #F20017   #f5f1e7
## 69  #153E5F   #8e9295
## 70  #000000   #231f20
## 71  #891216   #000000
## 72  #99bfe5   #13294b
## 73  #F1122C   #cc0000
## 74  #00853D   #000000
## 75  #372286   #d6cac1
## 76  #00122b   #ae9142
## 77  #295A29   #e4bb85
## 78  #DE3121   #666666
## 79  #7b0000   #cccccc
## 80  #FF6500   #ff9900
## 81  #00507d   #a1d2f1
## 82  #001148   #00205b
## 83  #044520   #fee123
## 84  #c34500   #dea076
## 85  #00265D   #002e5c
## 86  #003263   #231f20
## 87  #B89D29   #a4a9ad
## 88  #003D7D   #d1d5d8
## 89  #d21034   #ffffff
## 90  #BF2C37   #a8996e
## 91  #005893   #fdba31
## 92  #E32F38   #ecdcb9
## 93  #003E7E      <NA>
## 94  #670010   #000000
## 95  #FFAA3C   #ffc423
## 96  #004A36   #231f20
## 97  #A80532   #ffffff
## 98  #F37321   #0d1d37
## 99  #3C377D   #f1f2f3
## 100 #A80532   #a7a9ac
## 101 #EE9627   #ffffff
## 102 #EE7524   #f0f0f0
## 103 #5C0025   #ffffff
## 104 #4e1719   #b4975a
## 105 #C80025   #231f20
## 106 #ffffff   #ffd51d
## 107 #AE0210   #88898c
## 108 #005837   #3baf29
## 109 #004371   #ee3b33
## 110 #003b28   #ffc845
## 111 #000000   #231f20
## 112 #005C8E   #ffc72c
## 113 #880007      <NA>
## 114 #000000   #c2c4c6
## 115 #ffc72c   #ae2531
## 116 #890012   #7e8083
## 117 #003263   #949ca1
## 118 #ff8200   #041e42
## 119 #002A5C   #f47321
## 120 #000000   #231f20
## 121 #f84c1e   #ffffff
## 122 #74232D   #c2c1ba
## 123 #9E7E38   #000000
## 124 #2B2F64   #e8e3d3
## 125 #94022a   #6a747c
## 126 #F32026   #b3b5b8
## 127 #532e1f   #8b7f79
## 128 #FFC600   #eaaa00
## 129 #A00001   #f7f7f7
## 130 #533B22   #ffffff
##                                                                                                           logos
## 1   http://a.espncdn.com/i/teamlogos/ncaa/500/2005.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2005.png
## 2   http://a.espncdn.com/i/teamlogos/ncaa/500/2006.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2006.png
## 3     http://a.espncdn.com/i/teamlogos/ncaa/500/333.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/333.png
## 4   http://a.espncdn.com/i/teamlogos/ncaa/500/2026.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2026.png
## 5       http://a.espncdn.com/i/teamlogos/ncaa/500/12.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/12.png
## 6         http://a.espncdn.com/i/teamlogos/ncaa/500/9.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/9.png
## 7         http://a.espncdn.com/i/teamlogos/ncaa/500/8.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/8.png
## 8   http://a.espncdn.com/i/teamlogos/ncaa/500/2032.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2032.png
## 9     http://a.espncdn.com/i/teamlogos/ncaa/500/349.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/349.png
## 10        http://a.espncdn.com/i/teamlogos/ncaa/500/2.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2.png
## 11  http://a.espncdn.com/i/teamlogos/ncaa/500/2050.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2050.png
## 12    http://a.espncdn.com/i/teamlogos/ncaa/500/239.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/239.png
## 13      http://a.espncdn.com/i/teamlogos/ncaa/500/68.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/68.png
## 14    http://a.espncdn.com/i/teamlogos/ncaa/500/103.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/103.png
## 15    http://a.espncdn.com/i/teamlogos/ncaa/500/189.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/189.png
## 16  http://a.espncdn.com/i/teamlogos/ncaa/500/2084.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2084.png
## 17    http://a.espncdn.com/i/teamlogos/ncaa/500/252.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/252.png
## 18      http://a.espncdn.com/i/teamlogos/ncaa/500/25.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/25.png
## 19  http://a.espncdn.com/i/teamlogos/ncaa/500/2117.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2117.png
## 20  http://a.espncdn.com/i/teamlogos/ncaa/500/2429.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2429.png
## 21  http://a.espncdn.com/i/teamlogos/ncaa/500/2132.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2132.png
## 22    http://a.espncdn.com/i/teamlogos/ncaa/500/228.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/228.png
## 23    http://a.espncdn.com/i/teamlogos/ncaa/500/324.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/324.png
## 24      http://a.espncdn.com/i/teamlogos/ncaa/500/38.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/38.png
## 25      http://a.espncdn.com/i/teamlogos/ncaa/500/36.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/36.png
## 26      http://a.espncdn.com/i/teamlogos/ncaa/500/41.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/41.png
## 27    http://a.espncdn.com/i/teamlogos/ncaa/500/150.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/150.png
## 28    http://a.espncdn.com/i/teamlogos/ncaa/500/151.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/151.png
## 29  http://a.espncdn.com/i/teamlogos/ncaa/500/2199.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2199.png
## 30      http://a.espncdn.com/i/teamlogos/ncaa/500/57.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/57.png
## 31  http://a.espncdn.com/i/teamlogos/ncaa/500/2226.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2226.png
## 32  http://a.espncdn.com/i/teamlogos/ncaa/500/2229.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2229.png
## 33      http://a.espncdn.com/i/teamlogos/ncaa/500/52.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/52.png
## 34    http://a.espncdn.com/i/teamlogos/ncaa/500/278.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/278.png
## 35      http://a.espncdn.com/i/teamlogos/ncaa/500/61.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/61.png
## 36    http://a.espncdn.com/i/teamlogos/ncaa/500/290.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/290.png
## 37  http://a.espncdn.com/i/teamlogos/ncaa/500/2247.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2247.png
## 38      http://a.espncdn.com/i/teamlogos/ncaa/500/59.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/59.png
## 39      http://a.espncdn.com/i/teamlogos/ncaa/500/62.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/62.png
## 40    http://a.espncdn.com/i/teamlogos/ncaa/500/248.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/248.png
## 41    http://a.espncdn.com/i/teamlogos/ncaa/500/356.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/356.png
## 42      http://a.espncdn.com/i/teamlogos/ncaa/500/84.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/84.png
## 43  http://a.espncdn.com/i/teamlogos/ncaa/500/2294.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2294.png
## 44      http://a.espncdn.com/i/teamlogos/ncaa/500/66.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/66.png
## 45  http://a.espncdn.com/i/teamlogos/ncaa/500/2305.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2305.png
## 46  http://a.espncdn.com/i/teamlogos/ncaa/500/2306.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2306.png
## 47  http://a.espncdn.com/i/teamlogos/ncaa/500/2309.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2309.png
## 48      http://a.espncdn.com/i/teamlogos/ncaa/500/96.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/96.png
## 49  http://a.espncdn.com/i/teamlogos/ncaa/500/2335.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2335.png
## 50    http://a.espncdn.com/i/teamlogos/ncaa/500/309.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/309.png
## 51  http://a.espncdn.com/i/teamlogos/ncaa/500/2433.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2433.png
## 52  http://a.espncdn.com/i/teamlogos/ncaa/500/2348.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2348.png
## 53      http://a.espncdn.com/i/teamlogos/ncaa/500/97.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/97.png
## 54      http://a.espncdn.com/i/teamlogos/ncaa/500/99.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/99.png
## 55    http://a.espncdn.com/i/teamlogos/ncaa/500/276.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/276.png
## 56    http://a.espncdn.com/i/teamlogos/ncaa/500/120.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/120.png
## 57    http://a.espncdn.com/i/teamlogos/ncaa/500/235.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/235.png
## 58  http://a.espncdn.com/i/teamlogos/ncaa/500/2390.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2390.png
## 59    http://a.espncdn.com/i/teamlogos/ncaa/500/193.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/193.png
## 60    http://a.espncdn.com/i/teamlogos/ncaa/500/130.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/130.png
## 61    http://a.espncdn.com/i/teamlogos/ncaa/500/127.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/127.png
## 62  http://a.espncdn.com/i/teamlogos/ncaa/500/2393.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2393.png
## 63    http://a.espncdn.com/i/teamlogos/ncaa/500/135.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/135.png
## 64    http://a.espncdn.com/i/teamlogos/ncaa/500/344.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/344.png
## 65    http://a.espncdn.com/i/teamlogos/ncaa/500/142.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/142.png
## 66  http://a.espncdn.com/i/teamlogos/ncaa/500/2426.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2426.png
## 67    http://a.espncdn.com/i/teamlogos/ncaa/500/152.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/152.png
## 68    http://a.espncdn.com/i/teamlogos/ncaa/500/158.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/158.png
## 69  http://a.espncdn.com/i/teamlogos/ncaa/500/2440.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2440.png
## 70    http://a.espncdn.com/i/teamlogos/ncaa/500/167.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/167.png
## 71    http://a.espncdn.com/i/teamlogos/ncaa/500/166.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/166.png
## 72    http://a.espncdn.com/i/teamlogos/ncaa/500/153.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/153.png
## 73  http://a.espncdn.com/i/teamlogos/ncaa/500/2459.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2459.png
## 74    http://a.espncdn.com/i/teamlogos/ncaa/500/249.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/249.png
## 75      http://a.espncdn.com/i/teamlogos/ncaa/500/77.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/77.png
## 76      http://a.espncdn.com/i/teamlogos/ncaa/500/87.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/87.png
## 77    http://a.espncdn.com/i/teamlogos/ncaa/500/195.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/195.png
## 78    http://a.espncdn.com/i/teamlogos/ncaa/500/194.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/194.png
## 79    http://a.espncdn.com/i/teamlogos/ncaa/500/201.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/201.png
## 80    http://a.espncdn.com/i/teamlogos/ncaa/500/197.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/197.png
## 81    http://a.espncdn.com/i/teamlogos/ncaa/500/295.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/295.png
## 82    http://a.espncdn.com/i/teamlogos/ncaa/500/145.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/145.png
## 83  http://a.espncdn.com/i/teamlogos/ncaa/500/2483.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2483.png
## 84    http://a.espncdn.com/i/teamlogos/ncaa/500/204.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/204.png
## 85    http://a.espncdn.com/i/teamlogos/ncaa/500/213.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/213.png
## 86    http://a.espncdn.com/i/teamlogos/ncaa/500/221.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/221.png
## 87  http://a.espncdn.com/i/teamlogos/ncaa/500/2509.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2509.png
## 88    http://a.espncdn.com/i/teamlogos/ncaa/500/242.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/242.png
## 89    http://a.espncdn.com/i/teamlogos/ncaa/500/164.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/164.png
## 90      http://a.espncdn.com/i/teamlogos/ncaa/500/21.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/21.png
## 91      http://a.espncdn.com/i/teamlogos/ncaa/500/23.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/23.png
## 92  http://a.espncdn.com/i/teamlogos/ncaa/500/2567.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2567.png
## 93        http://a.espncdn.com/i/teamlogos/ncaa/500/6.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/6.png
## 94  http://a.espncdn.com/i/teamlogos/ncaa/500/2579.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2579.png
## 95  http://a.espncdn.com/i/teamlogos/ncaa/500/2572.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2572.png
## 96      http://a.espncdn.com/i/teamlogos/ncaa/500/58.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/58.png
## 97      http://a.espncdn.com/i/teamlogos/ncaa/500/24.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/24.png
## 98    http://a.espncdn.com/i/teamlogos/ncaa/500/183.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/183.png
## 99  http://a.espncdn.com/i/teamlogos/ncaa/500/2628.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2628.png
## 100   http://a.espncdn.com/i/teamlogos/ncaa/500/218.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/218.png
## 101 http://a.espncdn.com/i/teamlogos/ncaa/500/2633.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2633.png
## 102   http://a.espncdn.com/i/teamlogos/ncaa/500/251.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/251.png
## 103   http://a.espncdn.com/i/teamlogos/ncaa/500/245.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/245.png
## 104   http://a.espncdn.com/i/teamlogos/ncaa/500/326.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/326.png
## 105 http://a.espncdn.com/i/teamlogos/ncaa/500/2641.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2641.png
## 106 http://a.espncdn.com/i/teamlogos/ncaa/500/2649.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2649.png
## 107 http://a.espncdn.com/i/teamlogos/ncaa/500/2653.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2653.png
## 108 http://a.espncdn.com/i/teamlogos/ncaa/500/2655.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2655.png
## 109   http://a.espncdn.com/i/teamlogos/ncaa/500/202.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/202.png
## 110       http://a.espncdn.com/i/teamlogos/ncaa/500/5.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/5.png
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## 113   http://a.espncdn.com/i/teamlogos/ncaa/500/113.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/113.png
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## 115     http://a.espncdn.com/i/teamlogos/ncaa/500/30.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/30.png
## 116   http://a.espncdn.com/i/teamlogos/ncaa/500/254.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/254.png
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## 118 http://a.espncdn.com/i/teamlogos/ncaa/500/2638.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2638.png
## 119 http://a.espncdn.com/i/teamlogos/ncaa/500/2636.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2636.png
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## 126     http://a.espncdn.com/i/teamlogos/ncaa/500/98.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/98.png
## 127 http://a.espncdn.com/i/teamlogos/ncaa/500/2711.png, http://a.espncdn.com/i/teamlogos/ncaa/500-dark/2711.png
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##     venue_id                                               venue_name
## 1       3713                                           Falcon Stadium
## 2       3768                        Summa Field at InfoCision Stadium
## 3       3657                                     Bryant Denny Stadium
## 4       3792                                      Kidd Brewer Stadium
## 5       3619                                          Arizona Stadium
## 6       3947                                        Sun Devil Stadium
## 7       3887 Donald W. Reynolds Razorback Stadium Frank Broyles Field
## 8       3625                                  Centennial Bank Stadium
## 9       3841                            Blaik Field at Michie Stadium
## 10      3785                                      Jordan-Hare Stadium
## 11      3919                                        Scheumann Stadium
## 12      4727                                           McLane Stadium
## 13      3653                                       Albertsons Stadium
## 14      3615                                           Alumni Stadium
## 15      3700                                       Doyt Perry Stadium
## 16      3965                                               UB Stadium
## 17      3801                                   LaVell Edwards Stadium
## 18      3831                              California Memorial Stadium
## 19      3786                                     Kelly/Shorts Stadium
## 20      4418                                 Jerry Richardson Stadium
## 21      3854                                          Nippert Stadium
## 22      3836                                         Memorial Stadium
## 23      3654                                           Brooks Stadium
## 24      3726                                             Folsom Field
## 25      3761                     Sonny Lubick Field at Hughes Stadium
## 26      3892                                         Rentschler Field
## 27      3982                                     Wallace Wade Stadium
## 28      3699                                    Dowdy-Ficklen Stadium
## 29      3912                                        Rynearson Stadium
## 30      3634                                 Ben Hill Griffin Stadium
## 31      3715                                              FAU Stadium
## 32       218                                              FIU Stadium
## 33      3697              Bobby Bowden Field at Doak Campbell Stadium
## 34      3660                                          Bulldog Stadium
## 35      3917                                          Sanford Stadium
## 36      3608                                          Paulson Stadium
## 37      3495                                             Georgia Dome
## 38       721               Bobby Dodd Stadium at Historic Grant Field
## 39      3610                                            Aloha Stadium
## 40       453                                        Robertson Stadium
## 41      3597                                    Alumni Memorial Field
## 42      3830                                         Memorial Stadium
## 43      3793                                          Kinnick Stadium
## 44      3772                                       Jack Trice Stadium
## 45      3833                                         Memorial Stadium
## 46      3636                      Bill Snyder Family Football Stadium
## 47      3696                                              Dix Stadium
## 48      3683                                     Commonwealth Stadium
## 49      3992                                         Williams Stadium
## 50      3666                                              Cajun Field
## 51      3817                                           Malone Stadium
## 52      3776                                       Joe Aillet Stadium
## 53      3873                             Papa John's Cardinal Stadium
## 54      3958                                            Tiger Stadium
## 55      3775                                  Joan C. Edwards Stadium
## 56      3665                                         Maryland Stadium
## 57      3805                            Liberty Bowl Memorial Stadium
## 58      3948                                        Hard Rock Stadium
## 59      3996                                            Yager Stadium
## 60      3558                                         Michigan Stadium
## 61      3936                                          Spartan Stadium
## 62      3725                             Johnny Red"" Floyd Stadium""
## 63      3953                                         TCF Bank Stadium
## 64      3693                                       Davis Wade Stadium
## 65      3838                                             Faurot Field
## 66      3852                       Navy-Marine Corps Memorial Stadium
## 67      3670                                    Carter-Finley Stadium
## 68      3834                                         Memorial Stadium
## 69      3816                                           Mackay Stadium
## 70      3971                                       University Stadium
## 71      3601                                   Aggie Memorial Stadium
## 72      3787                                   Kenan Memorial Stadium
## 73      3764                          Brigham Field at Huskie Stadium
## 74      3825                                           Apogee Stadium
## 75      3911                                               Ryan Field
## 76      3855                                       Notre Dame Stadium
## 77      3876                                            Peden Stadium
## 78      3861                                             Ohio Stadium
## 79      3835                 Gaylord Family Oklahoma Memorial Stadium
## 80      3646                                    Boone Pickens Stadium
## 81      3918                                            Foreman Field
## 82      3974                                 Vaught-Hemingway Stadium
## 83      3626                                           Autzen Stadium
## 84      3893                                            Reser Stadium
## 85      3632                                           Beaver Stadium
## 86      3752                                              Heinz Field
## 87      3907                                         Ross-Ade Stadium
## 88      3895                                             Rice Stadium
## 89      3754                             High Point Solutions Stadium
## 90      3932                                         Qualcomm Stadium
## 91      3935                                          Spartan Stadium
## 92      3735                                   Gerald J. Ford Stadium
## 93      3797                                     Ladd Peebles Stadium
## 94      3994                                   Williams-Brice Stadium
## 95      3815                                    M. M. Roberts Stadium
## 96      3886                                    Raymond James Stadium
## 97      3940                                         Stanford Stadium
## 98      1964                                             Carrier Dome
## 99      3616                                   Amon G. Carter Stadium
## 100     3806                                  Lincoln Financial Field
## 101     3853                                          Neyland Stadium
## 102     3910                   Darrell K Royal-Texas Memorial Stadium
## 103     3795                                               Kyle Field
## 104     3644                       Jim Wacker Field at Bobcat Stadium
## 105     3784                                       Jones AT&T Stadium
## 106     3739                                               Glass Bowl
## 107     3975                                Veterans Memorial Stadium
## 108     4729                           Benson Field at Yulman Stadium
## 109     3674                    Skelly Field at H. A. Chapman Stadium
## 110     3803                                             Legion Field
## 111     3652                            Bright House Networks Stadium
## 112     1056                                                Rose Bowl
## 113     3985                            Warren McGuirk Alumni Stadium
## 114     3914                                         Sam Boyd Stadium
## 115      477                            Los Angeles Memorial Coliseum
## 116      587                                      Rice-Eccles Stadium
## 117     3905                                           Romney Stadium
## 118     3946                                         Sun Bowl Stadium
## 119     3604                                                Alamodome
## 120     3973                                       Vanderbilt Stadium
## 121     3923                                            Scott Stadium
## 122     3799                                             Lane Stadium
## 123     3630                                               BB&T Field
## 124     3765                                            Husky Stadium
## 125     3820                                           Martin Stadium
## 126     3796                  Houchens Industries-L. T. Smith Stadium
## 127     3980                                            Waldo Stadium
## 128     3842                Mountaineer Field at Milan Puskar Stadium
## 129      347                                     Camp Randall Stadium
## 130     3984                                     War Memorial Stadium
##                 city state   zip country_code                     timezone
## 1   Colorado Springs    CO 80840           US               America/Denver
## 2              Akron    OH 44399           US             America/New_York
## 3         Tuscaloosa    AL 35487           US              America/Chicago
## 4              Boone    NC 28608           US             America/New_York
## 5             Tucson    AZ 85721           US              America/Phoenix
## 6              Tempe    AZ 85287           US              America/Phoenix
## 7       Fayetteville    AR 72702           US              America/Chicago
## 8          Jonesboro    AR 72404           US              America/Chicago
## 9         West Point    NY 10996           US             America/New_York
## 10            Auburn    AL 36849           US              America/Chicago
## 11            Muncie    IN 47306           US America/Indiana/Indianapolis
## 12              Waco    TX 76704           US              America/Chicago
## 13             Boise    ID 83725           US                America/Boise
## 14     Chestnut Hill    MA 2467            US             America/New_York
## 15     Bowling Green    OH 43403           US             America/New_York
## 16           Amherst    NY 14260           US             America/New_York
## 17             Provo    UT 84602           US               America/Denver
## 18          Berkeley    CA 94720           US          America/Los_Angeles
## 19    Mount Pleasant    MI 48859           US              America/Detroit
## 20         Charlotte    NC 28223           US             America/New_York
## 21        Cincinnati    OH 45221           US             America/New_York
## 22           Clemson    SC 29634           US             America/New_York
## 23            Conway    SC 29528           US             America/New_York
## 24           Boulder    CO 80309           US               America/Denver
## 25      Fort Collins    CO 80526           US               America/Denver
## 26     East Hartford    CT 6118            US             America/New_York
## 27            Durham    NC 27708           US             America/New_York
## 28        Greenville    NC 27858           US             America/New_York
## 29         Ypsilanti    MI 48197           US              America/Detroit
## 30       Gainesville    FL 32653           US             America/New_York
## 31        Boca Raton    FL 33499           US             America/New_York
## 32             Miami    FL 33199           US             America/New_York
## 33       Tallahassee    FL 32306           US             America/New_York
## 34            Fresno    CA 93740           US          America/Los_Angeles
## 35            Athens    GA 30602           US             America/New_York
## 36        Statesboro    GA 30460           US             America/New_York
## 37           Atlanta    GA 39901           US             America/New_York
## 38           Atlanta    GA 30332           US             America/New_York
## 39          Honolulu    HI 96818           US             Pacific/Honolulu
## 40           Houston    TX 77004           US              America/Chicago
## 41         Lexington    VA 24450           US             America/New_York
## 42       Bloomington    IN 47408           US America/Indiana/Indianapolis
## 43         Iowa City    IA 52242           US              America/Chicago
## 44              Ames    IA 50011           US              America/Chicago
## 45          Lawrence    KS 66045           US              America/Chicago
## 46         Manhattan    KS 66502           US              America/Chicago
## 47              Kent    OH 44242           US             America/New_York
## 48         Lexington    KY 40506           US             America/New_York
## 49         Lynchburg    VA 24502           US             America/New_York
## 50         Lafayette    LA 70506           US              America/Chicago
## 51            Monroe    LA 71209           US              America/Chicago
## 52            Ruston    LA 71272           US              America/Chicago
## 53        Louisville    KY 40292           US  America/Kentucky/Louisville
## 54       Baton Rouge    LA 70803           US              America/Chicago
## 55        Huntington    WV 25755           US             America/New_York
## 56      College Park    MD 20742           US             America/New_York
## 57           Memphis    TN 38152           US              America/Chicago
## 58     Miami Gardens    FL 33299           US             America/New_York
## 59            Oxford    OH 45056           US             America/New_York
## 60         Ann Arbor    MI 48109           US              America/Detroit
## 61      East Lansing    MI 48824           US              America/Detroit
## 62      Murfreesboro    TN 37132           US              America/Chicago
## 63       Minneapolis    MN 55488           US              America/Chicago
## 64        Starkville    MS 39762           US              America/Chicago
## 65          Columbia    MO 65211           US              America/Chicago
## 66         Annapolis    MD 21402           US             America/New_York
## 67           Raleigh    NC 27695           US             America/New_York
## 68           Lincoln    NE 68588           US              America/Chicago
## 69              Reno    NV 89557           US          America/Los_Angeles
## 70       Albuquerque    NM 87131           US               America/Denver
## 71        Las Cruces    NM 88003           US               America/Denver
## 72       Chapel Hill    NC 27515           US             America/New_York
## 73            DeKalb    IL 60115           US              America/Chicago
## 74            Denton    TX 76210           US              America/Chicago
## 75          Evanston    IL 60208           US              America/Chicago
## 76        Notre Dame    IN 46556           US America/Indiana/Indianapolis
## 77            Athens    OH 45701           US             America/New_York
## 78          Columbus    OH 43210           US             America/New_York
## 79            Norman    OK 73019           US              America/Chicago
## 80        Stillwater    OK 74078           US              America/Chicago
## 81           Norfolk    VA 23551           US             America/New_York
## 82            Oxford    MS 38677           US              America/Chicago
## 83            Eugene    OR 97401           US          America/Los_Angeles
## 84         Corvallis    OR 97331           US          America/Los_Angeles
## 85   University Park    PA 16802           US             America/New_York
## 86        Pittsburgh    PA 15260           US             America/New_York
## 87    West Lafayette    IN 47907           US America/Indiana/Indianapolis
## 88           Houston    TX 77251           US              America/Chicago
## 89        Piscataway    NJ 8854            US             America/New_York
## 90         San Diego    CA 92108           US          America/Los_Angeles
## 91          San Jose    CA 95112           US          America/Los_Angeles
## 92   University Park    TX 75275           US              America/Chicago
## 93            Mobile    AL 36695           US              America/Chicago
## 94          Columbia    SC 29208           US             America/New_York
## 95       Hattiesburg    MS 39402           US              America/Chicago
## 96             Tampa    FL 33620           US             America/New_York
## 97          Stanford    CA 94305           US          America/Los_Angeles
## 98          Syracuse    NY 13244           US             America/New_York
## 99        Fort Worth    TX 76129           US              America/Chicago
## 100     Philadelphia    PA 19122           US             America/New_York
## 101        Knoxville    TN 37996           US             America/New_York
## 102           Austin    TX 78712           US              America/Chicago
## 103  College Station    TX 77843           US              America/Chicago
## 104       San Marcos    TX 78666           US              America/Chicago
## 105          Lubbock    TX 79409           US              America/Chicago
## 106           Toledo    OH 43606           US             America/New_York
## 107             Troy    AL 36082           US              America/Chicago
## 108      New Orleans    LA 70118           US              America/Chicago
## 109            Tulsa    OK 74194           US              America/Chicago
## 110       Birmingham    AL 35294           US              America/Chicago
## 111          Orlando    FL 32816           US             America/New_York
## 112         Pasadena    CA 90095           US          America/Los_Angeles
## 113           Hadley    MA 1003            US             America/New_York
## 114          Whitney    NV 89154           US          America/Los_Angeles
## 115      Los Angeles    CA 90089           US          America/Los_Angeles
## 116   Salt Lake City    UT 84112           US               America/Denver
## 117            Logan    UT 84322           US               America/Denver
## 118          El Paso    TX 79968           US               America/Denver
## 119      San Antonio    TX 78299           US              America/Chicago
## 120        Nashville    TN 37212           US              America/Chicago
## 121  Charlottesville    VA 22904           US             America/New_York
## 122       Blacksburg    VA 24061           US             America/New_York
## 123    Winston-Salem    NC 27105           US             America/New_York
## 124          Seattle    WA 98195           US          America/Los_Angeles
## 125          Pullman    WA 99164           US          America/Los_Angeles
## 126    Bowling Green    KY 42101           US              America/Chicago
## 127        Kalamazoo    MI 49008           US              America/Detroit
## 128       Morgantown    WV 26507           US             America/New_York
## 129          Madison    WI 53711           US              America/Chicago
## 130          Laramie    WY 82071           US               America/Denver
##     latitude  longitude                                  elevation capacity
## 1   38.99697 -104.84362                                2024.875732    46692
## 2   41.07255  -81.50834                                321.2875061    30000
## 3   33.20828  -87.55038                                70.05136108   101821
## 4   36.21143  -81.68543                                991.3414307    30000
## 5   32.22881 -110.94887                                742.1530151    50782
## 6   33.42645 -111.93250                                360.1569519    65870
## 7   36.06807  -94.17895                                403.7972412    80000
## 8   35.84890  -90.66774                                89.52690887    30382
## 9   41.38749  -73.96409                                99.21277618    38000
## 10  32.60255  -85.48975                                201.1737976    87451
## 11  40.21594  -85.41611                                 285.481781    22500
## 12  31.55820  -97.11567                                117.0538101    45140
## 13  43.60288 -116.19589                                823.2221069    36387
## 14  42.33510  -71.16644                                39.82634354    44500
## 15  41.37801  -83.62250                                205.9057465    24000
## 16  42.99913  -78.77751                                181.5759735    30270
## 17  40.25753 -111.65452                                1412.097046    63470
## 18  37.87104 -122.25077                                125.3108063    62467
## 19  43.57773  -84.77099                                240.9007721    30255
## 20  35.31050  -80.74012                                 190.365509    15300
## 21  39.13125  -84.51619                                230.0660553    40000
## 22  34.67877  -82.84324                                205.6452179    81500
## 23  33.79285  -79.01669                                13.74894905    21000
## 24  40.00947 -105.26690                                1634.041138    50183
## 25  40.56212 -105.14162                                1574.920898    34400
## 26  41.75957  -72.61877                                6.515614986    40000
## 27  35.99537  -78.94176                                103.0028152    40004
## 28  35.59685  -77.36456                                 19.0564537    50000
## 29  42.25613  -83.64728                                 241.248764    30200
## 30  29.64994  -82.34858                                44.97250748    88548
## 31  26.37638  -80.10158                                3.613628864    29419
## 32  25.75250  -80.37789                                1.718581796    20000
## 33  30.43817  -84.30440                                19.55942535    79560
## 34  36.81435 -119.75801                                 102.564064    41031
## 35  33.94982  -83.37338                                186.1120758    92746
## 36  32.41225  -81.78493                                61.25376892    25000
## 37  33.75769  -84.40083                                303.1637268    74228
## 38  33.77244  -84.39281                                 279.300415    55000
## 39  21.37280 -157.92996                                10.26500511    50000
## 40  29.72205  -95.34918                                        9.6    32000
## 41  37.78898  -79.43505                                 294.958252    10000
## 42  39.18090  -86.52562                                231.6500854    52656
## 43  41.65860  -91.55108                                220.6357727    69250
## 44  42.01400  -93.63577                                274.9135437    61500
## 45  38.96294  -95.24637                                 274.855957    47000
## 46  39.20201  -96.59384                                328.0574646    50000
## 47  41.13909  -81.31346                                321.3641663    25319
## 48  38.02209  -84.50534                                307.4248962    61000
## 49  37.35443  -79.17502                                272.9237061    25000
## 50  30.21584  -92.04174                                3.556508303    41426
## 51  32.53081  -92.06606                                  22.998209    30427
## 52  32.53215  -92.65600                                72.87982941    28019
## 53  38.20576  -85.75881                                138.5615997    60000
## 54  30.41203  -91.18382                                7.640734673   102321
## 55  38.42470  -82.42144                                163.7328186    38016
## 56  38.99033  -76.94738                                32.68748093    51802
## 57  35.12094  -89.97715                                90.62445831    58325
## 58  25.95797  -80.23886                                2.624486446    64767
## 59  39.51970  -84.73303                                242.2643585    24286
## 60  42.26584  -83.74870                                255.5500031   107601
## 61  42.72815  -84.48485                                254.8794861    75005
## 62  35.85115  -86.36816                                191.7279816    30788
## 63  44.97653  -93.22455                                254.3902283    50850
## 64  33.45634  -88.79337                                110.2742081    61337
## 65  38.93585  -92.33320                                212.6865692    71168
## 66  38.98470  -76.50763                                10.74990082    34000
## 67  35.80080  -78.71957                                117.0089951    58000
## 68  40.82068  -96.70559                                354.9318848    85458
## 69  39.54695 -119.81754                                 1406.57605    27000
## 70  35.06695 -106.62832                                1554.471924    39224
## 71  32.27962 -106.74111                                1208.201294    28853
## 72  35.90693  -79.04789                                127.7569809    50500
## 73  41.93396  -88.77784                                267.4530029    23595
## 74  33.20390  -97.15924                                198.6871948    30850
## 75  42.06540  -87.69248                                181.2376099    47130
## 76  41.69838  -86.23394                                 222.645401    80795
## 77  39.32128  -82.10343                                 194.230896    24000
## 78  40.00164  -83.01973                                216.6770325   102780
## 79  35.20585  -97.44231                                355.0962524    86112
## 80  36.12567  -97.06651                                276.4808655    55509
## 81  36.88895  -76.30492                                3.147987843    20118
## 82  34.36198  -89.53421                                146.8517151    64038
## 83  44.05827 -123.06849                                127.4198303    54000
## 84  44.55946 -123.28143                                66.90744781    43363
## 85  40.81220  -77.85610                                354.1551514   106572
## 86  40.44676  -80.01576                                220.5887146    68400
## 87  40.43523  -86.91868                                197.5337677    57282
## 88  29.71633  -95.40933                                7.148301601    47000
## 89  40.51368  -74.46557                                8.543146133    52454
## 90  32.78311 -117.11957                                16.28476334    70561
## 91  37.31967 -121.86830                                28.30708694    30456
## 92  32.83772  -96.78279                                169.4058075    32000
## 93  30.67304  -88.07557                                9.828813553    33471
## 94  33.97302  -81.01917                                60.54548645    80250
## 95  31.32893  -89.33181                                64.52726746    36000
## 96  27.97587  -82.50333                                11.07972908    65828
## 97  37.43456 -122.16113                                18.38425636    50424
## 98  43.03623  -76.13632                                162.6989746    49057
## 99  32.70966  -97.36808                                185.4387054    46000
## 100 39.90080  -75.16754                                3.198706865    69879
## 101 35.95501  -83.92501                                271.9517212   102455
## 102 30.28368  -97.73253                                160.3089447   100119
## 103 30.60989  -96.34038                                 108.824585   102733
## 104 29.89100  -97.92557                                177.8676453    30000
## 105 33.59105 -101.87288                                980.7632446    60454
## 106 41.65748  -83.61357                                181.4839783    26038
## 107 31.79956  -85.95183                                154.7746277    30000
## 108 29.94462  -90.11669 0.0000000000000000000000000000000000000118    30000
## 109 36.14892  -95.94379                                235.5928345    30000
## 110 33.51139  -86.84278                                174.6382141    72000
## 111 28.60798  -81.19272                                20.94113731    44206
## 112 34.16133 -118.16765                                245.1772461    88565
## 113 42.37732  -72.53606                                46.58664703    17000
## 114 36.08593 -115.01731                                490.0622253    36800
## 115 34.01417 -118.28778                                42.50374222    77500
## 116 40.75997 -111.84883                                1411.543579    45807
## 117 41.75174 -111.81160                                1427.914429    25513
## 118 31.77334 -106.50796                                1183.697876    51500
## 119 29.41698  -98.47881                                201.5526886    36582
## 120 36.14405  -86.80889                                159.9194641    40351
## 121 38.03118  -78.51379                                170.4677429    61500
## 122 37.21999  -80.41806                                632.2631226    65632
## 123 36.13055  -80.25459                                 283.548584    31500
## 124 47.65032 -122.30157                                11.65622807    70138
## 125 46.73183 -117.16050                                773.9526367    32952
## 126 36.98479  -86.45940                                154.4346619    22113
## 127 42.28601  -85.60076                                243.8211212    30200
## 128 39.65027  -79.95519                                 327.409668    60000
## 129 43.06994  -89.41269                                 263.604126    80321
## 130 41.31161 -105.56814                                2200.153564    29181
##     year_constructed grass  dome
## 1               1962 FALSE FALSE
## 2               2009 FALSE FALSE
## 3               1929  TRUE FALSE
## 4               1962 FALSE FALSE
## 5               1928 FALSE FALSE
## 6               1958 FALSE FALSE
## 7               1938 FALSE FALSE
## 8               1974 FALSE FALSE
## 9               1924 FALSE FALSE
## 10              1939  TRUE FALSE
## 11              1967 FALSE FALSE
## 12              2014 FALSE FALSE
## 13              1970 FALSE FALSE
## 14              1957 FALSE FALSE
## 15              1966 FALSE FALSE
## 16              1993 FALSE FALSE
## 17              1964 FALSE FALSE
## 18              1923 FALSE FALSE
## 19              1972 FALSE FALSE
## 20              2013 FALSE FALSE
## 21              1915 FALSE FALSE
## 22              1942 FALSE FALSE
## 23              2003 FALSE FALSE
## 24              1924 FALSE FALSE
## 25              1968 FALSE FALSE
## 26              2003 FALSE FALSE
## 27              1929 FALSE FALSE
## 28              1963 FALSE FALSE
## 29              1969 FALSE FALSE
## 30              1930  TRUE FALSE
## 31              2011 FALSE FALSE
## 32              1995 FALSE FALSE
## 33              1950 FALSE FALSE
## 34              1980 FALSE FALSE
## 35              1929  TRUE FALSE
## 36              1984 FALSE FALSE
## 37              1992 FALSE FALSE
## 38              1913  TRUE FALSE
## 39              1975 FALSE FALSE
## 40              1942 FALSE FALSE
## 41              1962  TRUE FALSE
## 42              1960 FALSE FALSE
## 43              1929 FALSE FALSE
## 44              1975 FALSE FALSE
## 45              1921 FALSE FALSE
## 46              1968 FALSE FALSE
## 47              1969 FALSE FALSE
## 48              1973  TRUE FALSE
## 49              1989 FALSE FALSE
## 50              1971 FALSE FALSE
## 51              1978 FALSE FALSE
## 52              1968 FALSE FALSE
## 53              1998 FALSE FALSE
## 54              1924  TRUE FALSE
## 55              1991 FALSE FALSE
## 56              1950 FALSE FALSE
## 57              1965 FALSE FALSE
## 58              1987  TRUE FALSE
## 59              1983 FALSE FALSE
## 60              1927 FALSE FALSE
## 61              1923 FALSE FALSE
## 62              1933 FALSE FALSE
## 63              2009 FALSE FALSE
## 64              1914  TRUE FALSE
## 65              1927 FALSE FALSE
## 66              1959  TRUE FALSE
## 67              1966 FALSE FALSE
## 68              1923 FALSE FALSE
## 69              1966 FALSE FALSE
## 70              1960 FALSE FALSE
## 71              1978 FALSE FALSE
## 72              1927 FALSE FALSE
## 73              1965 FALSE FALSE
## 74              2011 FALSE FALSE
## 75              1926 FALSE FALSE
## 76              1930 FALSE FALSE
## 77              1929 FALSE FALSE
## 78              1922 FALSE FALSE
## 79              1925 FALSE FALSE
## 80              1919 FALSE FALSE
## 81              1936 FALSE FALSE
## 82              1915  TRUE FALSE
## 83              1967 FALSE FALSE
## 84              1953 FALSE FALSE
## 85              1960 FALSE FALSE
## 86              2001 FALSE FALSE
## 87              1924 FALSE FALSE
## 88              1950 FALSE FALSE
## 89              1994 FALSE FALSE
## 90              1967 FALSE FALSE
## 91              1933 FALSE FALSE
## 92              2000 FALSE FALSE
## 93              1948 FALSE FALSE
## 94              1934  TRUE FALSE
## 95              1932 FALSE FALSE
## 96              1998 FALSE FALSE
## 97              2006 FALSE FALSE
## 98              1980 FALSE  TRUE
## 99              1929 FALSE FALSE
## 100             2003 FALSE FALSE
## 101             1921  TRUE FALSE
## 102             1924 FALSE FALSE
## 103             1927  TRUE FALSE
## 104             1981 FALSE FALSE
## 105             1947 FALSE FALSE
## 106             1937 FALSE FALSE
## 107             1950 FALSE FALSE
## 108             2014 FALSE FALSE
## 109             1930 FALSE FALSE
## 110             1927 FALSE FALSE
## 111             2007 FALSE FALSE
## 112             1922 FALSE FALSE
## 113             1965 FALSE FALSE
## 114             1971 FALSE FALSE
## 115             1923  TRUE FALSE
## 116             1998 FALSE FALSE
## 117             1968 FALSE FALSE
## 118             1963 FALSE FALSE
## 119             1993 FALSE  TRUE
## 120             1922 FALSE FALSE
## 121             1931 FALSE FALSE
## 122             1965 FALSE FALSE
## 123             1968 FALSE FALSE
## 124             1920 FALSE FALSE
## 125             1972 FALSE FALSE
## 126             1968 FALSE FALSE
## 127             1939 FALSE FALSE
## 128             1980 FALSE FALSE
## 129             1917 FALSE FALSE
## 130             1950 FALSE FALSE

Get Team Matchup History (Total Record)

cfbd_team_matchup_records("Texas", "Oklahoma")
##   start_year end_year team1 team1_wins    team2 team2_wins ties
## 1                     Texas         59 Oklahoma         50    5
cfbd_team_matchup_records("Texas A&M", "TCU", min_year = 1975)
##   start_year end_year     team1 team1_wins team2 team2_wins ties
## 1       1975          Texas A&M         22   TCU          0    0

Get Team Matchup History

cfbd_team_matchup("Texas", "Oklahoma")
## 2021-10-21 12:45:08:Invalid arguments or no team matchup data available!
## data frame with 0 columns and 0 rows
cfbd_team_matchup("Texas A&M", "TCU")
## 2021-10-21 12:45:09:Invalid arguments or no team matchup data available!
## data frame with 0 columns and 0 rows
cfbd_team_matchup("Texas A&M", "TCU", min_year = 1975)
## 2021-10-21 12:45:11:Invalid arguments or no team matchup data available!
## data frame with 0 columns and 0 rows
cfbd_team_matchup("Florida State", "Florida", min_year = 1975)
## 2021-10-21 12:45:12:Invalid arguments or no team matchup data available!
## data frame with 0 columns and 0 rows

Get Team Rosters

cfbd_team_roster(year = 2013, team = "Florida State")
##    athlete_id first_name   last_name          team weight height jersey year
## 1      480772        Dan       Hicks Florida State     NA     76      6   NA
## 2      480781    Jacobbi    McDaniel Florida State     NA     72     55   NA
## 3      501075       Chad       Abram Florida State     NA     72     41   NA
## 4      501076   Terrence      Brooks Florida State     NA     71     31   NA
## 5      501077     Shayne     Broxsie Florida State     NA     74     42   NA
## 6      501082     Jarred     Haggins Florida State     NA     72     12   NA
## 7      501083  Christian       Jones Florida State     NA     76      7   NA
## 8      501084   Lamarcus      Joyner Florida State     NA     68     20   NA
## 9      501095     Telvin       Smith Florida State     NA     75     22   NA
## 10     501097      Nigel     Terrell Florida State     NA     74     43   NA
## 11     501535      Kenny        Shaw Florida State     NA     72     81   NA
## 12     501553  Christian       Green Florida State     NA     74     89   NA
## 13     503330      Kevin      Haplea Florida State     NA     76     33   NA
## 14     514119     Kelvin    Benjamin Florida State     NA     77      1   NA
## 15     514121   Lamarcus      Brutus Florida State     NA     72     42   NA
## 16     514124       Jake       Coker Florida State     NA     77     14   NA
## 17     514134    Devonta     Freeman Florida State     NA     69      8   NA
## 18     514136     Rashad  Greene Sr. Florida State     NA     NA     NA   NA
## 19     517364      Tyler      Hunter Florida State     NA     71      1   NA
## 20     517377       Nick     O'Leary Florida State     NA     75     35   NA
## 21     517381     Keelin       Smith Florida State     NA     75     37   NA
## 22     517382   Terrance       Smith Florida State     NA     76     24   NA
## 23     517387       Nick     Waisome Florida State     NA     70      6   NA
## 24     517388      James  Wilder Jr. Florida State     NA     NA     NA   NA
## 25     517390     Karlos    Williams Florida State     NA     73      9   NA
## 26     530282      Cason      Beatty Florida State     NA     75     38   NA
## 27     530285       Will     Burnham Florida State     NA     72     45   NA
## 28     530289     Ronald       Darby Florida State     NA     71      3   NA
## 29     530290      Mario Edwards Jr. Florida State     NA     NA     NA   NA
## 30     530299       Sean     Maguire Florida State     NA     75     10   NA
## 31     530301     Reggie    Northrup Florida State     NA     73      5   NA
## 32     530302      Mario      Pender Florida State     NA     70      7   NA
## 33     530303     Justin      Shanks Florida State     NA     74     92   NA
## 34     530308     Jameis     Winston Florida State     NA     76      5   NA
## 35     534576       P.J.    Williams Florida State     NA     72     26   NA
## 36     535422    Roberto      Aguayo Florida State     NA     73     19   NA
## 37     546778       Nate     Andrews Florida State    214     72     29   NA
## 38     546794       Ryan       Green Florida State    204     70      7   NA
## 39     546795   Jonathan   Hernandez Florida State    230     76     44   NA
## 40     546798 Ro'Derrick     Hoskins Florida State    240     75     18   NA
## 41     546800     Isaiah       Jones Florida State    195     76     88   NA
## 42     546801     Jeremy        Kerr Florida State     NA     78     85   NA
## 43     546804      Bryan    LaCivita Florida State    178     72     83   NA
## 44     546805       E.J.  Levenberry Florida State    250     75     12   NA
## 45     546809        Cam      Ponder Florida State     NA     NA     NA   NA
## 46     546810      Jalen      Ramsey Florida State     NA     73      8   NA
## 47     546812    Freddie   Stevenson Florida State     NA     73     23   NA
## 48     546813    Matthew      Thomas Florida State    227     76      6   NA
## 49     546814   DeMarcus      Walker Florida State     NA     76     44   NA
## 50     546815    Marquez       White Florida State     NA     72     27   NA
## 51     546816     Kermit   Whitfield Florida State     NA     68      8   NA
## 52     546817      Jesus      Wilson Florida State     NA     70      3   NA
## 53     551553      Jared     Jackson Florida State    199     74     87   NA
## 54    3122936      Mavin    Saunders Florida State    256     77     89    4
## 55    3921562     Marcus       Lewis Florida State    197     73      8    4
##    position              home_city home_state home_country      home_latitude
## 1        DE                 Oxford         MS          USA         34.3664127
## 2        DT             Greenville         FL          USA         30.4694812
## 3        FB               Lakeland         FL          USA         28.0394654
## 4        DB              Dunnellon         FL          USA         29.0491426
## 5        TE             Monticello         FL          USA         30.5452022
## 6        WR               Lakeland         FL          USA         28.0394654
## 7        LB            Winter Park         FL          USA        26.13784445
## 8        DB         Ft. Lauderdale         FL          USA         26.1223084
## 9        LB               Valdosta         GA          USA         30.8327022
## 10       LB                 Helena         AL          USA         33.2937354
## 11       WR                Orlando         FL          USA         28.5421109
## 12       WR                  Tampa         FL          USA         27.9477595
## 13       TE              Annandale         NJ          USA         40.6451477
## 14       WR            Belle Glade         FL          USA         26.6845104
## 15       DB         Port St. Lucie         FL          USA         27.2939333
## 16       QB                 Mobile         AL          USA         30.6943566
## 17       RB                  Miami         FL          USA         25.7742658
## 18     <NA>                   <NA>       <NA>         <NA>               <NA>
## 19       DB               Valdosta         GA          USA         30.8327022
## 20       TE             Palm Beach         FL          USA         26.7056172
## 21       DB            Fort Pierce         FL          USA         27.4467056
## 22       LB                Decatur         GA          USA         33.7737582
## 23       DB              Groveland         FL          USA         28.5580546
## 24       WR                   <NA>       <NA>         <NA>               <NA>
## 25       RB              Davenport         FL          USA         28.1614046
## 26        P              Charlotte         NC          USA            35.2272
## 27       RB                 Lithia         FL          USA         27.8651063
## 28       CB              Oxon Hill         MD          USA         38.8035961
## 29       RB                   <NA>       <NA>         <NA>               <NA>
## 30       QB                 Sparta         NJ          USA         41.0401567
## 31       LB           Jacksonville         FL          USA         30.3321838
## 32       RB             Cape Coral         FL          USA         26.6059432
## 33       DT             Prattville         AL          USA         32.4640245
## 34       QB               Bessemer         AL          USA         33.3823635
## 35       DB                  Ocala         FL          USA         29.1871986
## 36       PK               Mascotte         FL          USA         28.5783313
## 37       DB               Fairhope         AL          USA          30.507956
## 38       RB         St. Petersburg         FL          USA         27.7703796
## 39        P              Bradenton         FL          USA         27.4989278
## 40       LB                Orlando         FL          USA         28.5421109
## 41       WR                 Milton         FL          USA         30.6324149
## 42       TE         St. Petersburg         FL          USA         27.7703796
## 43       WR            Gainesville         FL          USA         29.6519684
## 44       LB             Woodbridge         VA          USA         38.6581723
## 45     <NA>                   <NA>       <NA>         <NA>               <NA>
## 46       DB                 Smyrna         TN          USA         35.9828413
## 47       FB                 Bartow         FL          USA 27.885186599999997
## 48       LB                  Miami         FL          USA         25.7742658
## 49       DE           Jacksonville         FL          USA         30.3321838
## 50       DB                 Dothan         AL          USA         31.2237434
## 51       WR                Orlando         FL          USA         28.5421109
## 52       WR                  Miami         FL          USA         25.7742658
## 53       WR             Monticello         FL          USA         30.5452022
## 54       TE                 Bimini         BS      Bahamas               <NA>
## 55       DB Prince George's County         MD          USA          38.803929
##        home_longitude home_county_fips  recruit_ids
## 1         -89.5187664            28071        16026
## 2         -83.6299688            12079        14801
## 3         -81.9498042            12105        17703
## 4         -82.4609331            12083        17717
## 5         -83.8701636            12065             
## 6         -81.9498042            12105        17754
## 7  -81.75399813758739            12021        17113
## 8         -80.1433786            12011        17104
## 9         -83.2784851            13185        17526
## 10 -86.93437519805573            01073        17582
## 11        -81.3790304            12095        17188
## 12         -82.458444            12057        17126
## 13        -74.8789057            34019        17374
## 14        -80.6675577            12099        19694
## 15        -80.3503283            12111        20186
## 16        -88.0430541            01097        20081
## 17        -80.1936589            12086        19672
## 18               <NA>             <NA>             
## 19        -83.2784851            13185        19991
## 20        -80.0361517            12099        19597
## 21        -80.3256056            12111        19886
## 22         -84.296069            13089        19844
## 23        -81.8511889            12069        19630
## 24               <NA>             <NA>        19595
## 25        -81.6017417            12105        19574
## 26         -80.843083            37119        23604
## 27  -82.2268749493648            12057             
## 28        -76.9896573            24033        22061
## 29               <NA>             <NA>        22038
## 30        -74.6310081            34037        22599
## 31         -81.655651            12031        22369
## 32        -81.9806771            12071        22073
## 33        -86.4596966            01001        22192
## 34       -86.91720475            01073        22051
## 35        -82.1400923            12083        22155
## 36        -81.8867452            12069        22809
## 37 -87.89742922432941            01003        25649
## 38        -82.6695085            12103        25006
## 39        -82.5748194            12081             
## 40        -81.3790304            12095        25362
## 41        -87.0396881            12113 25175, 55355
## 42        -82.6695085            12103        26383
## 43        -82.3249846            12001             
## 44        -77.2497049            51153        25135
## 45               <NA>             <NA>             
## 46        -86.5186045            47149        24971
## 47 -81.81408775862916            12105        25303
## 48        -80.1936589            12086        24964
## 49         -81.655651            12031        24992
## 50        -85.3933906            01069        25272
## 51        -81.3790304            12095        25228
## 52        -80.1936589            12086        25445
## 53        -83.8701636            12065             
## 54               <NA>             <NA>        28463
## 55        -76.8518695            24033        31998
##                                                                   headshot_url
## 1   https://a.espncdn.com/i/headshots/college-football/players/full/480772.png
## 2   https://a.espncdn.com/i/headshots/college-football/players/full/480781.png
## 3   https://a.espncdn.com/i/headshots/college-football/players/full/501075.png
## 4   https://a.espncdn.com/i/headshots/college-football/players/full/501076.png
## 5   https://a.espncdn.com/i/headshots/college-football/players/full/501077.png
## 6   https://a.espncdn.com/i/headshots/college-football/players/full/501082.png
## 7   https://a.espncdn.com/i/headshots/college-football/players/full/501083.png
## 8   https://a.espncdn.com/i/headshots/college-football/players/full/501084.png
## 9   https://a.espncdn.com/i/headshots/college-football/players/full/501095.png
## 10  https://a.espncdn.com/i/headshots/college-football/players/full/501097.png
## 11  https://a.espncdn.com/i/headshots/college-football/players/full/501535.png
## 12  https://a.espncdn.com/i/headshots/college-football/players/full/501553.png
## 13  https://a.espncdn.com/i/headshots/college-football/players/full/503330.png
## 14  https://a.espncdn.com/i/headshots/college-football/players/full/514119.png
## 15  https://a.espncdn.com/i/headshots/college-football/players/full/514121.png
## 16  https://a.espncdn.com/i/headshots/college-football/players/full/514124.png
## 17  https://a.espncdn.com/i/headshots/college-football/players/full/514134.png
## 18  https://a.espncdn.com/i/headshots/college-football/players/full/514136.png
## 19  https://a.espncdn.com/i/headshots/college-football/players/full/517364.png
## 20  https://a.espncdn.com/i/headshots/college-football/players/full/517377.png
## 21  https://a.espncdn.com/i/headshots/college-football/players/full/517381.png
## 22  https://a.espncdn.com/i/headshots/college-football/players/full/517382.png
## 23  https://a.espncdn.com/i/headshots/college-football/players/full/517387.png
## 24  https://a.espncdn.com/i/headshots/college-football/players/full/517388.png
## 25  https://a.espncdn.com/i/headshots/college-football/players/full/517390.png
## 26  https://a.espncdn.com/i/headshots/college-football/players/full/530282.png
## 27  https://a.espncdn.com/i/headshots/college-football/players/full/530285.png
## 28  https://a.espncdn.com/i/headshots/college-football/players/full/530289.png
## 29  https://a.espncdn.com/i/headshots/college-football/players/full/530290.png
## 30  https://a.espncdn.com/i/headshots/college-football/players/full/530299.png
## 31  https://a.espncdn.com/i/headshots/college-football/players/full/530301.png
## 32  https://a.espncdn.com/i/headshots/college-football/players/full/530302.png
## 33  https://a.espncdn.com/i/headshots/college-football/players/full/530303.png
## 34  https://a.espncdn.com/i/headshots/college-football/players/full/530308.png
## 35  https://a.espncdn.com/i/headshots/college-football/players/full/534576.png
## 36  https://a.espncdn.com/i/headshots/college-football/players/full/535422.png
## 37  https://a.espncdn.com/i/headshots/college-football/players/full/546778.png
## 38  https://a.espncdn.com/i/headshots/college-football/players/full/546794.png
## 39  https://a.espncdn.com/i/headshots/college-football/players/full/546795.png
## 40  https://a.espncdn.com/i/headshots/college-football/players/full/546798.png
## 41  https://a.espncdn.com/i/headshots/college-football/players/full/546800.png
## 42  https://a.espncdn.com/i/headshots/college-football/players/full/546801.png
## 43  https://a.espncdn.com/i/headshots/college-football/players/full/546804.png
## 44  https://a.espncdn.com/i/headshots/college-football/players/full/546805.png
## 45  https://a.espncdn.com/i/headshots/college-football/players/full/546809.png
## 46  https://a.espncdn.com/i/headshots/college-football/players/full/546810.png
## 47  https://a.espncdn.com/i/headshots/college-football/players/full/546812.png
## 48  https://a.espncdn.com/i/headshots/college-football/players/full/546813.png
## 49  https://a.espncdn.com/i/headshots/college-football/players/full/546814.png
## 50  https://a.espncdn.com/i/headshots/college-football/players/full/546815.png
## 51  https://a.espncdn.com/i/headshots/college-football/players/full/546816.png
## 52  https://a.espncdn.com/i/headshots/college-football/players/full/546817.png
## 53  https://a.espncdn.com/i/headshots/college-football/players/full/551553.png
## 54 https://a.espncdn.com/i/headshots/college-football/players/full/3122936.png
## 55 https://a.espncdn.com/i/headshots/college-football/players/full/3921562.png

Get Team Talent

##      year                   school  talent
## 1    2021                  Alabama 1004.04
## 2    2021                  Georgia 1001.79
## 3    2021               Ohio State  985.09
## 4    2021                  Clemson  935.08
## 5    2021                      LSU  903.72
## 6    2021                 Oklahoma  895.38
## 7    2021                Texas A&M  888.35
## 8    2021                   Oregon  885.75
## 9    2021                  Florida  885.67
## 10   2021                      USC  874.50
## 11   2021                    Texas  874.19
## 12   2021               Notre Dame  853.10
## 13   2021                    Miami  841.45
## 14   2021                   Auburn  840.38
## 15   2021                 Michigan  832.60
## 16   2021               Penn State  820.72
## 17   2021           North Carolina  798.29
## 18   2021               Washington  789.51
## 19   2021                Tennessee  780.83
## 20   2021            Florida State  769.76
## 21   2021                Wisconsin  750.89
## 22   2021           South Carolina  747.88
## 23   2021                     UCLA  746.02
## 24   2021                 Stanford  745.30
## 25   2021                 Nebraska  743.70
## 26   2021            Arizona State  734.45
## 27   2021                 Ole Miss  732.02
## 28   2021                 Arkansas  722.84
## 29   2021        Mississippi State  716.17
## 30   2021                 Kentucky  709.07
## 31   2021                     Utah  707.72
## 32   2021             Georgia Tech  707.35
## 33   2021                 Maryland  705.79
## 34   2021                 NC State  700.36
## 35   2021                      TCU  698.52
## 36   2021           Michigan State  677.07
## 37   2021               Pittsburgh  668.67
## 38   2021                  Indiana  664.25
## 39   2021            Virginia Tech  663.78
## 40   2021               California  662.11
## 41   2021                   Baylor  660.65
## 42   2021                     Iowa  657.39
## 43   2021                Minnesota  653.25
## 44   2021             Northwestern  648.79
## 45   2021                 Missouri  647.74
## 46   2021                   Purdue  644.23
## 47   2021                 Colorado  640.85
## 48   2021             Oregon State  640.66
## 49   2021                      UCF  639.06
## 50   2021           Boston College  636.46
## 51   2021                 Illinois  630.16
## 52   2021               Cincinnati  626.54
## 53   2021                 Virginia  619.61
## 54   2021           Oklahoma State  613.69
## 55   2021               Iowa State  613.60
## 56   2021            West Virginia  611.29
## 57   2021               Vanderbilt  609.82
## 58   2021               Louisville  607.77
## 59   2021               Texas Tech  607.10
## 60   2021                     Duke  605.57
## 61   2021         Washington State  601.16
## 62   2021              Wake Forest  589.19
## 63   2021                      SMU  576.03
## 64   2021                  Rutgers  573.14
## 65   2021                  Memphis  572.13
## 66   2021                  Houston  571.21
## 67   2021             Kansas State  569.65
## 68   2021                  Arizona  567.61
## 69   2021                 Syracuse  567.19
## 70   2021              Boise State  557.69
## 71   2021         Florida Atlantic  553.28
## 72   2021                   Kansas  548.10
## 73   2021            South Florida  540.51
## 74   2021         Western Kentucky  524.97
## 75   2021           Louisiana Tech  520.48
## 76   2021            East Carolina  516.06
## 77   2021           UT San Antonio  508.77
## 78   2021                   Temple  501.40
## 79   2021              North Texas  496.31
## 80   2021         Middle Tennessee  494.02
## 81   2021             Fresno State  483.77
## 82   2021           Arkansas State  475.74
## 83   2021             Florida Intl  472.59
## 84   2021                    Tulsa  470.49
## 85   2021     Southern Mississippi  465.94
## 86   2021                   Toledo  465.40
## 87   2021                   Tulane  463.02
## 88   2021                Charlotte  462.67
## 89   2021                 Marshall  456.97
## 90   2021        Appalachian State  450.04
## 91   2021                     Troy  448.77
## 92   2021                      UAB  444.37
## 93   2021           Colorado State  443.16
## 94   2021                      BYU  443.13
## 95   2021          San Diego State  441.63
## 96   2021                Louisiana  435.63
## 97   2021              Texas State  428.48
## 98   2021                   Nevada  421.64
## 99   2021                     Rice  419.65
## 100  2021         Coastal Carolina  415.91
## 101  2021            South Alabama  415.07
## 102  2021            Georgia State  413.91
## 103  2021           San José State  410.81
## 104  2021             Old Dominion  409.31
## 105  2021                  Hawai'i  397.43
## 106  2021         Western Michigan  396.47
## 107  2021               Utah State  394.37
## 108  2021                     UNLV  392.44
## 109  2021         Georgia Southern  383.76
## 110  2021            Bowling Green  380.74
## 111  2021               Miami (OH)  378.03
## 112  2021               New Mexico  360.77
## 113  2021               Kent State  357.85
## 114  2021        Northern Illinois  354.21
## 115  2021         Eastern Michigan  340.60
## 116  2021               Ball State  338.31
## 117  2021                     Ohio  332.25
## 118  2021              Connecticut  331.90
## 119  2021                    Akron  330.97
## 120  2021                  Wyoming  326.65
## 121  2021                     UTEP  318.65
## 122  2021         Louisiana Monroe  312.31
## 123  2021         Central Michigan  268.89
## 124  2021                  Buffalo  267.09
## 125  2021   Southeastern Louisiana  231.02
## 126  2021                    UMass  227.21
## 127  2021         Eastern Kentucky  222.50
## 128  2021           Missouri State  205.25
## 129  2021              Chattanooga  193.46
## 130  2021                 Nicholls  189.98
## 131  2021                  McNeese  182.46
## 132  2021            Jackson State  173.86
## 133  2021        Northern Colorado  156.11
## 134  2021       Jacksonville State  155.11
## 135  2021                  Liberty  154.75
## 136  2021                UT Martin  149.55
## 137  2021       North Carolina A&T  132.73
## 138  2021                   Towson  130.70
## 139  2021              Florida A&M  127.97
## 140  2021                     Navy  127.63
## 141  2021             Rhode Island  127.52
## 142  2021       Northwestern State  126.22
## 143  2021            North Alabama  123.39
## 144  2021                    Idaho  122.44
## 145  2021                 Southern  120.88
## 146  2021         New Mexico State  117.43
## 147  2021              Weber State  116.62
## 148  2021        Stephen F. Austin  115.81
## 149  2021         Northern Arizona  115.62
## 150  2021                     Army  111.53
## 151  2021        Sam Houston State  111.50
## 152  2021            Northern Iowa  108.66
## 153  2021                 Campbell  108.65
## 154  2021        Southern Illinois  107.83
## 155  2021             Murray State  104.85
## 156  2021            James Madison  102.89
## 157  2021        Abilene Christian   96.46
## 158  2021                    Maine   95.00
## 159  2021                  Montana   94.99
## 160  2021            Montana State   92.72
## 161  2021         Youngstown State   90.76
## 162  2021          Tennessee State   88.82
## 163  2021         Eastern Illinois   87.86
## 164  2021              Austin Peay   87.48
## 165  2021         Western Illinois   82.24
## 166  2021           Portland State   81.34
## 167  2021   North Carolina Central   80.58
## 168  2021                 Cal Poly   80.30
## 169  2021              Stony Brook   80.27
## 170  2021                 Duquesne   77.09
## 171  2021             Alcorn State   71.95
## 172  2021              Idaho State   71.55
## 173  2021         Sacramento State   71.20
## 174  2021          Bethune-Cookman   70.64
## 175  2021                  Samford   70.11
## 176  2021         Central Arkansas   68.32
## 177  2021           Texas Southern   62.70
## 178  2021             Gardner-Webb   58.53
## 179  2021         Western Carolina   57.52
## 180  2021       Eastern Washington   57.26
## 181  2021             Prairie View   56.79
## 182  2021           Incarnate Word   54.60
## 183  2021                 UC Davis   51.38
## 184  2021           Illinois State   51.04
## 185  2021       North Dakota State   50.33
## 186  2021     East Tennessee State   49.58
## 187  2021              Alabama A&M   49.54
## 188  2021             South Dakota   46.05
## 189  2021            Indiana State   45.15
## 190  2021             Morgan State   44.52
## 191  2021                     Elon   43.03
## 192  2021                   Furman   39.37
## 193  2021           William & Mary   38.56
## 194  2021                San Diego   37.37
## 195  2021                   Lehigh   36.97
## 196  2021           Kennesaw State   36.62
## 197  2021                 Richmond   35.81
## 198  2021      Charleston Southern   34.78
## 199  2021                  Hampton   33.45
## 200  2021                Air Force   30.32
## 201  2021                 Delaware   29.77
## 202  2021 Southeast Missouri State   26.12
## 203  2021             Sacred Heart   24.95
## 204  2021                   Albany   24.67
## 205  2021                     Yale   24.05
## 206  2021              The Citadel   23.94
## 207  2021                   Mercer   23.81
## 208  2021                  Fordham   22.86
## 209  2021                Lafayette   22.41
## 210  2021                   Wagner   21.98
## 211  2021           Tennessee Tech   19.20
## 212  2021           Tarleton State   18.04
## 213  2021             Jacksonville   17.49
## 214  2021      Arkansas-Pine Bluff   15.35
## 215  2021                   Bryant   14.59
## 216  2021               Valparaiso   14.28
## 217  2021                  Stetson   14.06
## 218  2021       South Dakota State   13.27
## 219  2021                 Monmouth   13.17
## 220  2021                    Brown    9.44
## 221  2021                  Wofford    7.83
## 222  2021            New Hampshire    7.81
## 223  2021          St Francis (PA)    7.30
## 224  2021          Houston Baptist    5.41
## 225  2020                  Georgia  990.47
## 226  2020                  Alabama  985.86
## 227  2020               Ohio State  976.48
## 228  2020                  Clemson  915.57
## 229  2020                    Texas  892.91
## 230  2020                Texas A&M  875.10
## 231  2020                      LSU  873.23
## 232  2020                 Oklahoma  866.36
## 233  2020               Notre Dame  866.21
## 234  2020                      USC  853.16
## 235  2020               Penn State  850.70
## 236  2020                   Auburn  844.78
## 237  2020                Tennessee  844.16
## 238  2020                 Michigan  832.65
## 239  2020            Florida State  832.59
## 240  2020                    Miami  822.41
## 241  2020                   Oregon  816.74
## 242  2020               Washington  815.23
## 243  2020                  Florida  809.32
## 244  2020                 Stanford  801.60
## 245  2020           South Carolina  771.64
## 246  2020            Arizona State  743.24
## 247  2020           North Carolina  740.19
## 248  2020        Mississippi State  739.30
## 249  2020                 Nebraska  733.39
## 250  2020                 Arkansas  719.15
## 251  2020                 Kentucky  716.65
## 252  2020                      TCU  712.31
## 253  2020                 Ole Miss  702.20
## 254  2020             Georgia Tech  684.42
## 255  2020                 NC State  680.31
## 256  2020                Wisconsin  676.48
## 257  2020           Michigan State  673.43
## 258  2020            Virginia Tech  670.70
## 259  2020                     UCLA  660.71
## 260  2020               Pittsburgh  653.05
## 261  2020                     Utah  649.86
## 262  2020                 Maryland  646.29
## 263  2020                 Illinois  644.09
## 264  2020                   Purdue  644.03
## 265  2020                   Baylor  642.13
## 266  2020           Oklahoma State  639.23
## 267  2020                     Iowa  631.81
## 268  2020            West Virginia  631.27
## 269  2020                 Colorado  630.39
## 270  2020             Northwestern  629.84
## 271  2020                 Missouri  627.24
## 272  2020               Louisville  621.82
## 273  2020               Texas Tech  619.60
## 274  2020                     Duke  617.12
## 275  2020             Oregon State  616.25
## 276  2020                  Indiana  611.17
## 277  2020                  Houston  608.28
## 278  2020               Vanderbilt  607.68
## 279  2020                      SMU  604.59
## 280  2020               Iowa State  602.96
## 281  2020           Boston College  602.69
## 282  2020               Cincinnati  600.61
## 283  2020               California  599.17
## 284  2020                Minnesota  594.70
## 285  2020                      UCF  593.07
## 286  2020                  Rutgers  588.56
## 287  2020                 Virginia  588.54
## 288  2020                  Memphis  587.17
## 289  2020                 Syracuse  578.28
## 290  2020              Wake Forest  577.30
## 291  2020              Boise State  571.21
## 292  2020             Kansas State  560.96
## 293  2020                   Kansas  546.08
## 294  2020            South Florida  538.18
## 295  2020            East Carolina  528.47
## 296  2020                  Arizona  526.23
## 297  2020                   Tulane  526.19
## 298  2020         Washington State  516.96
## 299  2020                      BYU  510.95
## 300  2020         Florida Atlantic  488.99
## 301  2020                   Temple  482.14
## 302  2020    Florida International  480.50
## 303  2020                    Tulsa  470.03
## 304  2020           Louisiana Tech  467.46
## 305  2020                Charlotte  462.29
## 306  2020           UT San Antonio  458.03
## 307  2020          San Diego State  454.60
## 308  2020         Western Kentucky  447.91
## 309  2020                     UNLV  447.31
## 310  2020           Colorado State  446.94
## 311  2020             Fresno State  440.10
## 312  2020              North Texas  415.68
## 313  2020                 Marshall  408.98
## 314  2020         Middle Tennessee  405.40
## 315  2020     Southern Mississippi  401.05
## 316  2020                   Nevada  400.84
## 317  2020               Utah State  400.78
## 318  2020           San José State  397.99
## 319  2020                  Hawai'i  393.56
## 320  2020                   Toledo  391.54
## 321  2020           Arkansas State  389.49
## 322  2020                      UAB  383.56
## 323  2020         Western Michigan  382.78
## 324  2020              Texas State  382.60
## 325  2020        Appalachian State  382.58
## 326  2020                Louisiana  378.95
## 327  2020                     Rice  358.95
## 328  2020                  Wyoming  352.91
## 329  2020             Old Dominion  350.91
## 330  2020         Central Michigan  350.35
## 331  2020              Connecticut  347.50
## 332  2020               New Mexico  340.16
## 333  2020         Georgia Southern  335.43
## 334  2020            Georgia State  333.22
## 335  2020                     Troy  323.67
## 336  2020                     Ohio  304.79
## 337  2020                     UTEP  297.36
## 338  2020         Louisiana Monroe  286.74
## 339  2020               Kent State  270.29
## 340  2020                     Navy  266.19
## 341  2020            South Alabama  265.69
## 342  2020        Northern Illinois  262.67
## 343  2020               Miami (OH)  259.14
## 344  2020               Ball State  257.94
## 345  2020                  Buffalo  252.86
## 346  2020                    UMass  246.83
## 347  2020         Eastern Michigan  246.82
## 348  2020                    Akron  232.81
## 349  2020            Bowling Green  215.06
## 350  2020         Coastal Carolina  213.39
## 351  2020                  Liberty  158.93
## 352  2020                     Army  152.03
## 353  2020              Chattanooga  150.93
## 354  2020              Austin Peay  149.28
## 355  2020         Eastern Kentucky  148.05
## 356  2020           Texas Southern  143.43
## 357  2020         New Mexico State  143.36
## 358  2020                   Towson  142.39
## 359  2020            Alabama State  136.54
## 360  2020            James Madison  118.89
## 361  2020       North Carolina A&T  116.79
## 362  2020              Florida A&M  102.58
## 363  2020        Stephen F. Austin   99.93
## 364  2020        Southern Illinois   96.82
## 365  2020                Grambling   95.67
## 366  2020                 Campbell   93.73
## 367  2020             Prairie View   91.02
## 368  2020           Missouri State   85.24
## 369  2020           Incarnate Word   81.78
## 370  2020        Sam Houston State   81.65
## 371  2020          Tennessee State   80.11
## 372  2020        Abilene Christian   79.83
## 373  2020          Bethune-Cookman   76.68
## 374  2020            Montana State   76.41
## 375  2020                UT Martin   72.15
## 376  2020                    Maine   72.07
## 377  2020                Air Force   71.92
## 378  2020                  Samford   70.54
## 379  2020              Stony Brook   68.32
## 380  2020           Illinois State   67.52
## 381  2020              Weber State   66.96
## 382  2020       North Dakota State   61.62
## 383  2020     East Tennessee State   60.39
## 384  2020   Southeastern Louisiana   58.98
## 385  2020                     Elon   55.95
## 386  2020           Portland State   55.65
## 387  2020                  Montana   53.39
## 388  2020         Western Illinois   53.01
## 389  2020            Norfolk State   52.48
## 390  2020              Alabama A&M   52.37
## 391  2020                 UC Davis   50.80
## 392  2020                 Richmond   49.75
## 393  2020                    Idaho   47.38
## 394  2020            North Alabama   46.88
## 395  2020             Murray State   44.74
## 396  2020   North Carolina Central   43.62
## 397  2020                 Duquesne   42.21
## 398  2020         Northern Arizona   41.84
## 399  2020 Southeast Missouri State   41.44
## 400  2020         Youngstown State   35.85
## 401  2020                  Hampton   33.45
## 402  2020              Idaho State   32.78
## 403  2020     South Carolina State   32.50
## 404  2020        Northern Colorado   31.63
## 405  2020            Northern Iowa   30.66
## 406  2020                   Albany   30.44
## 407  2020       Eastern Washington   30.41
## 408  2020                   Furman   30.39
## 409  2020         Sacramento State   30.24
## 410  2020                 Delaware   29.77
## 411  2020             Alcorn State   29.54
## 412  2020                 Monmouth   28.91
## 413  2020             Rhode Island   28.50
## 414  2020             Gardner-Webb   28.16
## 415  2020            Robert Morris   26.82
## 416  2020          Houston Baptist   26.80
## 417  2020             South Dakota   26.27
## 418  2020                   Mercer   25.92
## 419  2020         Eastern Illinois   25.80
## 420  2020           Tennessee Tech   25.67
## 421  2020                 Cal Poly   25.44
## 422  2020         Central Arkansas   24.08
## 423  2020              The Citadel   23.94
## 424  2020       Northwestern State   23.16
## 425  2020                  Fordham   22.86
## 426  2020                 Southern   22.17
## 427  2020            Indiana State   22.02
## 428  2020                   Wagner   20.43
## 429  2020             Jacksonville   17.49
## 430  2020           Kennesaw State   16.24
## 431  2020      Arkansas-Pine Bluff   15.35
## 432  2020             Sacred Heart   14.46
## 433  2020                    Lamar   13.33
## 434  2020         Western Carolina   12.53
## 435  2020           William & Mary   12.39
## 436  2020                    Brown    9.44
## 437  2020      Central Connecticut    8.93
## 438  2020          St Francis (PA)    8.83
## 439  2020                  Wofford    7.83
## 440  2020                     Yale    7.81
## 441  2020            New Hampshire    7.81
## 442  2020                   Bryant    6.30
## 443  2020             Morgan State    3.80
## 444  2019                  Alabama  984.96
## 445  2019               Ohio State  973.56
## 446  2019                  Georgia  960.16
## 447  2019                      USC  915.56
## 448  2019                      LSU  906.17
## 449  2019            Florida State  878.07
## 450  2019                    Texas  877.91
## 451  2019                 Oklahoma  869.53
## 452  2019                  Clemson  863.03
## 453  2019               Penn State  857.34
## 454  2019                 Michigan  853.40
## 455  2019                Texas A&M  848.89
## 456  2019                   Auburn  843.93
## 457  2019               Notre Dame  843.29
## 458  2019                  Florida  835.68
## 459  2019                Tennessee  830.34
## 460  2019                   Oregon  817.70
## 461  2019                    Miami  815.12
## 462  2019               Washington  801.33
## 463  2019                 Stanford  787.59
## 464  2019           South Carolina  762.68
## 465  2019                     UCLA  741.40
## 466  2019        Mississippi State  732.68
## 467  2019                 Nebraska  729.47
## 468  2019                 Ole Miss  717.92
## 469  2019                 Arkansas  707.72
## 470  2019                 Maryland  703.94
## 471  2019           North Carolina  697.75
## 472  2019            Virginia Tech  696.39
## 473  2019                      TCU  691.63
## 474  2019           Michigan State  688.74
## 475  2019            Arizona State  686.44
## 476  2019                Wisconsin  675.80
## 477  2019                 Kentucky  672.74
## 478  2019                   Baylor  668.90
## 479  2019                 NC State  668.85
## 480  2019                 Illinois  661.73
## 481  2019               Louisville  645.84
## 482  2019           Oklahoma State  644.42
## 483  2019                 Missouri  642.83
## 484  2019            West Virginia  639.11
## 485  2019               Pittsburgh  637.95
## 486  2019                     Iowa  637.65
## 487  2019                     Duke  633.24
## 488  2019             Georgia Tech  629.10
## 489  2019                Minnesota  621.36
## 490  2019                     Utah  620.35
## 491  2019                 Colorado  614.27
## 492  2019             Northwestern  612.62
## 493  2019               California  611.58
## 494  2019                   Purdue  607.40
## 495  2019               Vanderbilt  605.06
## 496  2019                  Indiana  603.81
## 497  2019                      UCF  598.57
## 498  2019                  Houston  597.62
## 499  2019               Iowa State  597.15
## 500  2019             Oregon State  595.50
## 501  2019                  Rutgers  587.28
## 502  2019                 Virginia  580.28
## 503  2019               Texas Tech  577.21
## 504  2019               Cincinnati  576.61
## 505  2019                 Syracuse  574.82
## 506  2019                  Arizona  570.07
## 507  2019                      SMU  565.15
## 508  2019           Boston College  564.95
## 509  2019              Wake Forest  563.24
## 510  2019              Boise State  561.42
## 511  2019                      BYU  560.78
## 512  2019            South Florida  559.66
## 513  2019         Washington State  556.27
## 514  2019                  Memphis  551.97
## 515  2019             Kansas State  543.49
## 516  2019    Florida International  532.88
## 517  2019                   Kansas  528.62
## 518  2019         Florida Atlantic  524.02
## 519  2019           Colorado State  518.83
## 520  2019          San Diego State  504.19
## 521  2019           Louisiana Tech  501.25
## 522  2019                 Marshall  489.63
## 523  2019                   Temple  489.03
## 524  2019                   Tulane  486.98
## 525  2019         Western Kentucky  486.97
## 526  2019             Fresno State  482.79
## 527  2019           UT San Antonio  471.36
## 528  2019            East Carolina  468.23
## 529  2019                     UNLV  462.72
## 530  2019                   Nevada  461.96
## 531  2019              North Texas  457.24
## 532  2019     Southern Mississippi  456.29
## 533  2019         Western Michigan  452.05
## 534  2019                   Toledo  451.43
## 535  2019         Middle Tennessee  450.79
## 536  2019           Arkansas State  447.87
## 537  2019                      UAB  441.81
## 538  2019           San José State  433.33
## 539  2019                    Tulsa  424.54
## 540  2019               Utah State  424.16
## 541  2019                  Hawai'i  420.99
## 542  2019         Central Michigan  416.63
## 543  2019              Connecticut  412.55
## 544  2019        Appalachian State  412.32
## 545  2019         Georgia Southern  411.80
## 546  2019                Louisiana  406.49
## 547  2019               New Mexico  401.90
## 548  2019        Northern Illinois  397.98
## 549  2019                  Wyoming  397.90
## 550  2019                     Rice  397.04
## 551  2019                     Troy  388.67
## 552  2019                Charlotte  386.38
## 553  2019            South Alabama  381.38
## 554  2019             Old Dominion  374.74
## 555  2019            Georgia State  369.05
## 556  2019               Miami (OH)  359.14
## 557  2019                    UMass  358.88
## 558  2019                     UTEP  355.31
## 559  2019              Texas State  348.47
## 560  2019         Louisiana Monroe  346.03
## 561  2019                     Ohio  337.17
## 562  2019                     Navy  335.40
## 563  2019               Ball State  327.92
## 564  2019         Eastern Michigan  317.49
## 565  2019            Bowling Green  315.44
## 566  2019               Kent State  313.22
## 567  2019                    Akron  312.81
## 568  2019         Coastal Carolina  305.73
## 569  2019                  Buffalo  284.74
## 570  2019         New Mexico State  269.79
## 571  2019                     Army  265.19
## 572  2019        Sam Houston State  184.58
## 573  2019   Southeastern Louisiana  178.38
## 574  2019                 Nicholls  155.75
## 575  2019              Chattanooga  155.43
## 576  2019                  Liberty  153.48
## 577  2019                Air Force  151.86
## 578  2019            Alabama State  136.54
## 579  2019                   Towson  135.03
## 580  2019                 Duquesne  129.11
## 581  2019            Montana State  120.95
## 582  2019           Illinois State  119.34
## 583  2019            James Madison  110.76
## 584  2019       Jacksonville State  108.58
## 585  2019                  Hampton  104.67
## 586  2019                  Samford   97.76
## 587  2019                 Campbell   96.70
## 588  2019             Murray State   96.00
## 589  2019                 Richmond   95.66
## 590  2019                UT Martin   93.72
## 591  2019          Tennessee State   92.64
## 592  2019        Stephen F. Austin   91.75
## 593  2019                    Idaho   87.17
## 594  2019           Kennesaw State   86.45
## 595  2019                  McNeese   86.21
## 596  2019         Eastern Kentucky   86.14
## 597  2019 Southeast Missouri State   83.35
## 598  2019                 Delaware   77.11
## 599  2019         Western Illinois   70.98
## 600  2019           William & Mary   70.28
## 601  2019        Southern Illinois   69.80
## 602  2019       North Carolina A&T   69.44
## 603  2019              Florida A&M   69.36
## 604  2019         Youngstown State   67.72
## 605  2019       Northwestern State   67.50
## 606  2019                Grambling   67.45
## 607  2019              Stony Brook   66.41
## 608  2019                  Montana   65.83
## 609  2019     East Tennessee State   61.69
## 610  2019          Bethune-Cookman   60.90
## 611  2019              Austin Peay   58.68
## 612  2019              Weber State   53.55
## 613  2019            Norfolk State   52.48
## 614  2019                 Southern   52.19
## 615  2019       North Dakota State   50.79
## 616  2019           Incarnate Word   47.36
## 617  2019        Abilene Christian   46.84
## 618  2019           Missouri State   44.24
## 619  2019            Jackson State   44.19
## 620  2019            North Alabama   43.90
## 621  2019   North Carolina Central   43.62
## 622  2019             South Dakota   42.81
## 623  2019             Prairie View   42.01
## 624  2019                    Lamar   41.39
## 625  2019           Tennessee Tech   41.07
## 626  2019                   Albany   40.43
## 627  2019           Texas Southern   40.03
## 628  2019              Idaho State   39.63
## 629  2019         Central Arkansas   38.51
## 630  2019                  Fordham   38.15
## 631  2019            Northern Iowa   37.29
## 632  2019            Southern Utah   35.09
## 633  2019         Northern Arizona   35.00
## 634  2019     South Carolina State   32.50
## 635  2019      Charleston Southern   32.36
## 636  2019           Portland State   30.88
## 637  2019                    Maine   30.23
## 638  2019             Alcorn State   29.54
## 639  2019      Arkansas-Pine Bluff   29.07
## 640  2019                 Cal Poly   28.91
## 641  2019                Princeton   27.29
## 642  2019            Robert Morris   26.82
## 643  2019          Houston Baptist   26.80
## 644  2019         Eastern Illinois   24.67
## 645  2019            Indiana State   24.51
## 646  2019                   Furman   24.31
## 647  2019             Morgan State   23.32
## 648  2019                     Elon   18.77
## 649  2019         Sacramento State   18.35
## 650  2019                   Wagner   17.91
## 651  2019             Jacksonville   17.49
## 652  2019       South Dakota State   17.26
## 653  2019                 Monmouth   15.76
## 654  2019             Rhode Island   15.55
## 655  2019           Delaware State   15.41
## 656  2019             Sacred Heart   15.08
## 657  2019       Eastern Washington   14.80
## 658  2019             Gardner-Webb   14.72
## 659  2019                   Lehigh   13.90
## 660  2019              Alabama A&M   13.54
## 661  2019        Northern Colorado   13.41
## 662  2019             North Dakota   13.24
## 663  2019          St Francis (PA)   13.03
## 664  2019                   Mercer   12.14
## 665  2019                   Butler   11.61
## 666  2019                    Drake   11.10
## 667  2019                    Brown    9.44
## 668  2019      Central Connecticut    8.93
## 669  2019         Western Carolina    8.58
## 670  2019                  Wofford    7.83
## 671  2019               Holy Cross    7.31
## 672  2019 Mississippi Valley State    6.66
## 673  2019               Georgetown    6.66
## 674  2019                   Bryant    6.30
## 675  2018               Ohio State  984.30
## 676  2018                  Alabama  978.54
## 677  2018                  Georgia  964.00
## 678  2018                      USC  933.65
## 679  2018                  Clemson  893.21
## 680  2018                      LSU  889.91
## 681  2018            Florida State  888.75
## 682  2018                 Michigan  862.35
## 683  2018                    Texas  861.20
## 684  2018               Notre Dame  847.85
## 685  2018                 Oklahoma  843.79
## 686  2018               Penn State  834.24
## 687  2018                  Florida  831.78
## 688  2018                   Auburn  827.37
## 689  2018                Tennessee  826.98
## 690  2018                Texas A&M  805.66
## 691  2018                 Stanford  786.63
## 692  2018               Washington  772.88
## 693  2018                     UCLA  754.31
## 694  2018                    Miami  753.72
## 695  2018           South Carolina  749.98
## 696  2018                 Ole Miss  734.00
## 697  2018        Mississippi State  729.97
## 698  2018                 Maryland  725.94
## 699  2018                 Nebraska  711.22
## 700  2018                   Oregon  695.81
## 701  2018                 Arkansas  694.63
## 702  2018           North Carolina  688.48
## 703  2018            Arizona State  687.72
## 704  2018            Virginia Tech  675.71
## 705  2018                      TCU  671.88
## 706  2018                 Kentucky  670.27
## 707  2018                   Baylor  668.37
## 708  2018           Michigan State  658.85
## 709  2018                Wisconsin  653.50
## 710  2018            West Virginia  646.91
## 711  2018           Oklahoma State  645.01
## 712  2018               Pittsburgh  637.96
## 713  2018                     Duke  635.63
## 714  2018               Louisville  632.22
## 715  2018                 NC State  629.39
## 716  2018                     Iowa  615.08
## 717  2018               Vanderbilt  611.99
## 718  2018             Northwestern  608.89
## 719  2018               California  596.08
## 720  2018                 Missouri  595.14
## 721  2018                     Utah  594.60
## 722  2018                Minnesota  588.97
## 723  2018             Georgia Tech  583.49
## 724  2018                  Arizona  580.54
## 725  2018                  Houston  577.17
## 726  2018               Iowa State  575.76
## 727  2018                 Colorado  575.65
## 728  2018                 Syracuse  570.20
## 729  2018                      UCF  568.35
## 730  2018                      BYU  565.85
## 731  2018                  Indiana  564.04
## 732  2018                 Illinois  562.67
## 733  2018               Texas Tech  561.59
## 734  2018                  Rutgers  555.24
## 735  2018         Washington State  554.77
## 736  2018            South Florida  548.62
## 737  2018             Kansas State  547.43
## 738  2018               Cincinnati  543.78
## 739  2018              Boise State  543.43
## 740  2018                 Virginia  542.40
## 741  2018         Florida Atlantic  537.93
## 742  2018             Oregon State  535.36
## 743  2018           Boston College  533.43
## 744  2018              Wake Forest  525.48
## 745  2018                   Purdue  520.48
## 746  2018                   Kansas  517.10
## 747  2018                      SMU  485.46
## 748  2018                  Memphis  480.07
## 749  2018           Colorado State  479.97
## 750  2018                   Temple  478.30
## 751  2018           Louisiana Tech  477.50
## 752  2018    Florida International  476.52
## 753  2018          San Diego State  472.60
## 754  2018                   Toledo  463.96
## 755  2018             Fresno State  459.07
## 756  2018                 Marshall  451.61
## 757  2018                   Tulane  445.36
## 758  2018         Western Michigan  442.29
## 759  2018            East Carolina  434.48
## 760  2018           Arkansas State  433.73
## 761  2018                   Nevada  432.40
## 762  2018        Northern Illinois  432.31
## 763  2018           San José State  430.62
## 764  2018               Miami (OH)  421.22
## 765  2018         Middle Tennessee  414.19
## 766  2018         Central Michigan  413.60
## 767  2018               New Mexico  411.95
## 768  2018           UT San Antonio  405.20
## 769  2018            Georgia State  404.34
## 770  2018                     UNLV  400.76
## 771  2018            South Alabama  394.24
## 772  2018              Connecticut  389.20
## 773  2018                    UMass  388.91
## 774  2018                      UAB  387.71
## 775  2018     Southern Mississippi  387.32
## 776  2018               Utah State  377.39
## 777  2018                Louisiana  376.68
## 778  2018            Bowling Green  375.14
## 779  2018                     Rice  375.12
## 780  2018                  Buffalo  369.14
## 781  2018              North Texas  368.58
## 782  2018                    Tulsa  368.14
## 783  2018               Ball State  362.10
## 784  2018                    Akron  361.00
## 785  2018        Appalachian State  356.16
## 786  2018         Western Kentucky  353.43
## 787  2018                     Troy  352.36
## 788  2018               Kent State  351.73
## 789  2018                     Navy  349.26
## 790  2018                  Wyoming  348.34
## 791  2018                     Ohio  346.18
## 792  2018                     UTEP  345.76
## 793  2018         Eastern Michigan  344.06
## 794  2018                  Hawai'i  343.97
## 795  2018             Old Dominion  333.18
## 796  2018         Louisiana Monroe  326.66
## 797  2018                Charlotte  311.00
## 798  2018         Georgia Southern  303.12
## 799  2018              Texas State  302.55
## 800  2018         Coastal Carolina  284.24
## 801  2018         New Mexico State  249.32
## 802  2018                     Army  230.75
## 803  2018                Air Force  186.27
## 804  2018       Jacksonville State  174.86
## 805  2018                  Hampton  149.11
## 806  2018            James Madison  147.11
## 807  2018   Southeastern Louisiana  135.64
## 808  2018        Sam Houston State  133.13
## 809  2018        Sam Houston State  133.13
## 810  2018              Austin Peay  123.40
## 811  2018            Alabama State  118.68
## 812  2018                 Duquesne  113.21
## 813  2018              Chattanooga  112.15
## 814  2018           Illinois State  109.44
## 815  2018        Southern Illinois  108.59
## 816  2018         Eastern Kentucky  107.58
## 817  2018              Stony Brook  106.51
## 818  2018            Montana State   98.98
## 819  2018                UT Martin   98.34
## 820  2018                  Liberty   93.99
## 821  2018                    Idaho   87.35
## 822  2018           Kennesaw State   86.45
## 823  2018           Portland State   85.83
## 824  2018         Northern Arizona   85.03
## 825  2018                  Samford   84.29
## 826  2018       North Dakota State   83.68
## 827  2018                   Towson   83.58
## 828  2018           Texas Southern   83.08
## 829  2018          Tennessee State   82.27
## 830  2018                 Richmond   82.20
## 831  2018                 Delaware   79.23
## 832  2018         Youngstown State   70.45
## 833  2018                Grambling   69.99
## 834  2018 Southeast Missouri State   69.85
## 835  2018         Western Illinois   66.84
## 836  2018                 Nicholls   66.08
## 837  2018             Rhode Island   62.64
## 838  2018          Bethune-Cookman   61.90
## 839  2018                   Furman   59.57
## 840  2018                 Campbell   58.46
## 841  2018            Norfolk State   56.44
## 842  2018           Missouri State   53.43
## 843  2018              Weber State   51.74
## 844  2018      Charleston Southern   51.01
## 845  2018                  Montana   49.16
## 846  2018             Prairie View   47.10
## 847  2018        Stephen F. Austin   46.25
## 848  2018                  McNeese   43.55
## 849  2018        Abilene Christian   43.10
## 850  2018       North Carolina A&T   39.98
## 851  2018              Florida A&M   39.57
## 852  2018             Murray State   37.82
## 853  2018                 Cal Poly   37.28
## 854  2018         Western Carolina   35.54
## 855  2018             Morgan State   35.38
## 856  2018     East Tennessee State   35.09
## 857  2018            Northern Iowa   34.70
## 858  2018                   Wagner   32.77
## 859  2018                   Albany   31.53
## 860  2018                   Butler   31.53
## 861  2018   North Carolina Central   31.00
## 862  2018            North Alabama   30.02
## 863  2018              The Citadel   29.01
## 864  2018       South Dakota State   28.73
## 865  2018           William & Mary   28.69
## 866  2018                 Monmouth   28.13
## 867  2018           Tennessee Tech   27.77
## 868  2018                Princeton   27.29
## 869  2018     South Carolina State   27.01
## 870  2018          Houston Baptist   26.80
## 871  2018                   Bryant   24.33
## 872  2018             North Dakota   23.99
## 873  2018            Indiana State   23.88
## 874  2018         Central Arkansas   23.59
## 875  2018           Incarnate Word   23.03
## 876  2018             South Dakota   22.43
## 877  2018                 Southern   22.25
## 878  2018           Delaware State   21.32
## 879  2018       Northwestern State   20.95
## 880  2018              Idaho State   20.50
## 881  2018         Sacramento State   20.45
## 882  2018             Alcorn State   20.41
## 883  2018       Eastern Washington   19.95
## 884  2018             Sacred Heart   19.62
## 885  2018                    Maine   18.93
## 886  2018                   Howard   17.60
## 887  2018             Jacksonville   17.49
## 888  2018                  Fordham   15.33
## 889  2018            Jackson State   14.46
## 890  2018             Gardner-Webb   14.11
## 891  2018                   Mercer   13.96
## 892  2018                    Lamar   13.91
## 893  2018                  Cornell   13.71
## 894  2018        Northern Colorado   13.41
## 895  2018                  Stetson   13.33
## 896  2018                  Harvard   13.33
## 897  2018          St Francis (PA)   13.00
## 898  2018                      VMI   11.90
## 899  2018            Southern Utah   11.84
## 900  2018                    Drake   11.10
## 901  2018               Georgetown   11.10
## 902  2018            Robert Morris    9.24
## 903  2018      Arkansas-Pine Bluff    8.98
## 904  2018                   Dayton    8.88
## 905  2018               Holy Cross    7.31
## 906  2018      Central Connecticut    7.09
## 907  2018         Eastern Illinois    6.75
## 908  2018                     Elon    6.66
## 909  2018                   Lehigh    6.66
## 910  2018                   Marist    4.44
## 911  2018                     Yale    3.30
## 912  2017                  Alabama  997.57
## 913  2017               Ohio State  959.12
## 914  2017                      USC  934.00
## 915  2017                  Georgia  930.34
## 916  2017            Florida State  924.97
## 917  2017                      LSU  907.10
## 918  2017                 Michigan  874.28
## 919  2017                   Auburn  867.43
## 920  2017                  Clemson  853.65
## 921  2017               Notre Dame  837.71
## 922  2017                     UCLA  830.58
## 923  2017                Tennessee  817.34
## 924  2017                    Texas  811.03
## 925  2017                 Stanford  810.31
## 926  2017                Texas A&M  807.27
## 927  2017                 Oklahoma  801.67
## 928  2017                 Ole Miss  795.70
## 929  2017                  Florida  793.83
## 930  2017               Penn State  779.26
## 931  2017                    Miami  749.08
## 932  2017            Arizona State  720.44
## 933  2017                   Oregon  720.23
## 934  2017                 Arkansas  717.01
## 935  2017               Washington  706.52
## 936  2017           South Carolina  702.52
## 937  2017        Mississippi State  701.06
## 938  2017           North Carolina  697.54
## 939  2017                 Maryland  696.21
## 940  2017                 Nebraska  693.46
## 941  2017           Michigan State  680.94
## 942  2017                      TCU  672.81
## 943  2017                 Kentucky  671.45
## 944  2017            Virginia Tech  662.18
## 945  2017               Pittsburgh  660.36
## 946  2017                   Baylor  657.22
## 947  2017               Louisville  640.98
## 948  2017                Wisconsin  639.76
## 949  2017           Oklahoma State  633.57
## 950  2017                     Utah  630.95
## 951  2017                     Duke  627.62
## 952  2017             Northwestern  627.54
## 953  2017                 Missouri  623.33
## 954  2017            West Virginia  613.18
## 955  2017                 NC State  609.76
## 956  2017               Vanderbilt  607.68
## 957  2017                  Arizona  607.31
## 958  2017                 Virginia  603.88
## 959  2017               California  603.06
## 960  2017                     Iowa  592.95
## 961  2017               Texas Tech  574.93
## 962  2017                  Rutgers  574.78
## 963  2017             Georgia Tech  574.35
## 964  2017                      BYU  574.09
## 965  2017                      UCF  571.52
## 966  2017                 Colorado  568.59
## 967  2017               Iowa State  559.34
## 968  2017                  Houston  558.72
## 969  2017             Oregon State  557.02
## 970  2017            South Florida  554.17
## 971  2017         Washington State  549.42
## 972  2017                  Indiana  547.92
## 973  2017                Minnesota  543.80
## 974  2017                 Syracuse  539.60
## 975  2017                 Illinois  538.83
## 976  2017           Boston College  535.21
## 977  2017              Wake Forest  527.21
## 978  2017             Kansas State  517.85
## 979  2017                   Kansas  512.24
## 980  2017                  Memphis  504.49
## 981  2017                   Purdue  502.71
## 982  2017              Boise State  501.53
## 983  2017               Cincinnati  500.95
## 984  2017                      SMU  492.63
## 985  2017            East Carolina  471.10
## 986  2017         Florida Atlantic  470.88
## 987  2017                   Temple  468.29
## 988  2017                 Marshall  445.48
## 989  2017           Colorado State  441.98
## 990  2017           Arkansas State  436.05
## 991  2017                    Tulsa  422.77
## 992  2017              Connecticut  420.17
## 993  2017          San Diego State  419.43
## 994  2017         Western Michigan  414.35
## 995  2017               Miami (OH)  413.24
## 996  2017                   Tulane  396.43
## 997  2017           Louisiana Tech  394.31
## 998  2017     Southern Mississippi  394.24
## 999  2017            South Alabama  387.88
## 1000 2017         Central Michigan  387.20
## 1001 2017           San José State  378.56
## 1002 2017                     Navy  376.20
## 1003 2017             Fresno State  374.63
## 1004 2017        Northern Illinois  373.99
## 1005 2017                    UMass  367.59
## 1006 2017                   Toledo  366.47
## 1007 2017         Georgia Southern  365.57
## 1008 2017            Georgia State  364.16
## 1009 2017            Bowling Green  361.82
## 1010 2017                     Troy  352.10
## 1011 2017                     Rice  345.79
## 1012 2017         Middle Tennessee  344.65
## 1013 2017               New Mexico  344.64
## 1014 2017                   Nevada  341.11
## 1015 2017                    Akron  337.11
## 1016 2017        Appalachian State  335.87
## 1017 2017    Florida International  334.18
## 1018 2017         Western Kentucky  332.17
## 1019 2017             Old Dominion  331.20
## 1020 2017                     UNLV  331.18
## 1021 2017                  Hawai'i  330.56
## 1022 2017               Utah State  330.20
## 1023 2017                Louisiana  329.24
## 1024 2017                     Ohio  326.14
## 1025 2017               Ball State  318.17
## 1026 2017         Louisiana Monroe  303.96
## 1027 2017              North Texas  303.13
## 1028 2017                  Buffalo  294.08
## 1029 2017         Eastern Michigan  292.11
## 1030 2017           UT San Antonio  291.62
## 1031 2017               Kent State  288.56
## 1032 2017                Charlotte  283.01
## 1033 2017                  Wyoming  277.07
## 1034 2017              Texas State  274.67
## 1035 2017                     UTEP  264.42
## 1036 2017         New Mexico State  233.47
## 1037 2017                    Idaho  184.75
## 1038 2017            James Madison  179.50
## 1039 2017                      UAB  170.05
## 1040 2017           Portland State  147.63
## 1041 2017         Coastal Carolina  119.43
## 1042 2017              Stony Brook  111.94
## 1043 2017                   Towson  106.93
## 1044 2017                     Army   88.72
## 1045 2017                  Montana   80.03
## 1046 2017                 Cal Poly   76.98
## 1047 2017      Charleston Southern   72.38
## 1048 2017                 Richmond   71.64
## 1049 2017           Kennesaw State   70.97
## 1050 2017         Northern Arizona   69.20
## 1051 2017             Rhode Island   65.72
## 1052 2017              Weber State   51.74
## 1053 2017         Sacramento State   46.67
## 1054 2017           William & Mary   40.05
## 1055 2017                    Maine   38.99
## 1056 2017            Southern Utah   33.11
## 1057 2017        Northern Colorado   32.58
## 1058 2017            Montana State   26.40
## 1059 2017             Gardner-Webb   23.01
## 1060 2017                 Monmouth   21.44
## 1061 2017                Air Force   21.10
## 1062 2017       Eastern Washington   19.95
## 1063 2017                  Liberty   19.85
## 1064 2017              Idaho State   15.22
## 1065 2017     Presbyterian College   14.91
## 1066 2017                     Elon   13.41
## 1067 2017                Villanova   11.65
## 1068 2017            New Hampshire   11.21
## 1069 2016                  Alabama  982.66
## 1070 2016                      USC  936.86
## 1071 2016                      LSU  917.72
## 1072 2016            Florida State  906.64
## 1073 2016               Ohio State  902.46
## 1074 2016                  Georgia  872.00
## 1075 2016                   Auburn  865.36
## 1076 2016                 Michigan  852.78
## 1077 2016                  Clemson  846.00
## 1078 2016               Notre Dame  842.35
## 1079 2016                    Texas  838.97
## 1080 2016                     UCLA  819.16
## 1081 2016                Texas A&M  814.63
## 1082 2016                Tennessee  813.92
## 1083 2016                 Ole Miss  808.15
## 1084 2016                  Florida  798.44
## 1085 2016                 Stanford  778.45
## 1086 2016                 Oklahoma  777.48
## 1087 2016                    Miami  745.93
## 1088 2016               Penn State  742.52
## 1089 2016                   Oregon  738.29
## 1090 2016           Michigan State  719.70
## 1091 2016           South Carolina  706.90
## 1092 2016               Washington  699.64
## 1093 2016            Arizona State  694.21
## 1094 2016                 Nebraska  691.61
## 1095 2016                 Arkansas  689.41
## 1096 2016        Mississippi State  679.14
## 1097 2016           North Carolina  669.61
## 1098 2016                      TCU  665.53
## 1099 2016            West Virginia  654.64
## 1100 2016               Louisville  654.13
## 1101 2016                 Kentucky  652.07
## 1102 2016                 Maryland  651.99
## 1103 2016               Pittsburgh  649.85
## 1104 2016            Virginia Tech  646.82
## 1105 2016                Wisconsin  643.76
## 1106 2016                 Missouri  633.76
## 1107 2016           Oklahoma State  631.68
## 1108 2016                   Baylor  619.18
## 1109 2016               Vanderbilt  619.03
## 1110 2016                 Virginia  618.91
## 1111 2016                  Arizona  616.31
## 1112 2016                 NC State  616.29
## 1113 2016             Northwestern  613.55
## 1114 2016               Texas Tech  604.93
## 1115 2016               California  601.17
## 1116 2016                     Duke  599.82
## 1117 2016                  Rutgers  585.47
## 1118 2016             Georgia Tech  582.55
## 1119 2016                     Utah  580.07
## 1120 2016                  Houston  572.70
## 1121 2016                  Indiana  565.47
## 1122 2016            South Florida  563.99
## 1123 2016                     Iowa  558.73
## 1124 2016               Iowa State  552.17
## 1125 2016              Boise State  548.82
## 1126 2016               Cincinnati  541.58
## 1127 2016                Minnesota  535.44
## 1128 2016           Boston College  533.39
## 1129 2016                      BYU  529.05
## 1130 2016                 Colorado  526.39
## 1131 2016             Oregon State  524.89
## 1132 2016                 Illinois  523.91
## 1133 2016         Washington State  522.58
## 1134 2016                 Syracuse  520.26
## 1135 2016              Wake Forest  517.63
## 1136 2016                   Purdue  512.72
## 1137 2016                      UCF  510.27
## 1138 2016             Kansas State  505.29
## 1139 2016                   Temple  492.72
## 1140 2016                   Kansas  491.00
## 1141 2016                 Marshall  485.46
## 1142 2016          San Diego State  482.31
## 1143 2016                      SMU  474.03
## 1144 2016           Arkansas State  471.45
## 1145 2016                   Toledo  460.86
## 1146 2016           Louisiana Tech  451.38
## 1147 2016                  Memphis  451.24
## 1148 2016                    Akron  443.73
## 1149 2016         Western Michigan  443.16
## 1150 2016            East Carolina  442.26
## 1151 2016     Southern Mississippi  441.29
## 1152 2016           San José State  437.36
## 1153 2016         Middle Tennessee  436.60
## 1154 2016         Georgia Southern  435.33
## 1155 2016              Connecticut  423.56
## 1156 2016                Louisiana  421.37
## 1157 2016               Miami (OH)  418.04
## 1158 2016           Colorado State  412.28
## 1159 2016                    Tulsa  409.17
## 1160 2016         Florida Atlantic  408.40
## 1161 2016             Fresno State  404.97
## 1162 2016        Northern Illinois  403.27
## 1163 2016         Western Kentucky  401.82
## 1164 2016           UT San Antonio  397.64
## 1165 2016                     Rice  394.83
## 1166 2016            Bowling Green  392.66
## 1167 2016         Central Michigan  391.81
## 1168 2016                     Troy  390.47
## 1169 2016                   Nevada  389.56
## 1170 2016            South Alabama  389.36
## 1171 2016                   Tulane  388.04
## 1172 2016               New Mexico  387.26
## 1173 2016                  Hawai'i  384.97
## 1174 2016                     UNLV  376.26
## 1175 2016                     Ohio  372.56
## 1176 2016                    UMass  370.90
## 1177 2016               Ball State  365.94
## 1178 2016    Florida International  362.84
## 1179 2016               Utah State  357.13
## 1180 2016              Texas State  351.76
## 1181 2016              North Texas  351.58
## 1182 2016         Eastern Michigan  347.70
## 1183 2016             Old Dominion  347.20
## 1184 2016                  Buffalo  343.64
## 1185 2016                     Navy  342.77
## 1186 2016               Kent State  334.01
## 1187 2016        Appalachian State  333.36
## 1188 2016                Charlotte  330.55
## 1189 2016         Louisiana Monroe  322.82
## 1190 2016            Georgia State  321.79
## 1191 2016                  Wyoming  316.18
## 1192 2016                     UTEP  290.40
## 1193 2016         New Mexico State  267.66
## 1194 2016                    Idaho  256.78
## 1195 2016       Jacksonville State  254.26
## 1196 2016         Eastern Kentucky  184.88
## 1197 2016                     Yale  165.17
## 1198 2016            Northern Iowa  164.16
## 1199 2016           Portland State  154.68
## 1200 2016                     Army  131.74
## 1201 2016         Youngstown State  130.84
## 1202 2016            James Madison  128.58
## 1203 2016        Southern Illinois  123.69
## 1204 2016   Southeastern Louisiana  121.61
## 1205 2016              Chattanooga  119.20
## 1206 2016         Eastern Illinois  119.04
## 1207 2016                   Wagner  118.43
## 1208 2016              Stony Brook  118.15
## 1209 2016                 Duquesne  116.15
## 1210 2016                UT Martin  107.98
## 1211 2016         Northern Arizona  104.38
## 1212 2016           Illinois State  102.21
## 1213 2016                  Hampton   99.46
## 1214 2016                   Towson   95.18
## 1215 2016                  Samford   94.57
## 1216 2016                Grambling   93.31
## 1217 2016                 Cal Poly   91.73
## 1218 2016                 Nicholls   89.59
## 1219 2016            Jackson State   86.85
## 1220 2016                  Montana   83.10
## 1221 2016       North Dakota State   81.65
## 1222 2016        Stephen F. Austin   80.33
## 1223 2016         Western Illinois   78.62
## 1224 2016 Southeast Missouri State   76.33
## 1225 2016     South Carolina State   75.71
## 1226 2016         Coastal Carolina   71.67
## 1227 2016                  McNeese   69.85
## 1228 2016            Southern Utah   68.79
## 1229 2016             Prairie View   67.68
## 1230 2016            Norfolk State   67.07
## 1231 2016                   Furman   66.86
## 1232 2016      Charleston Southern   65.60
## 1233 2016            Montana State   64.33
## 1234 2016          Bethune-Cookman   63.39
## 1235 2016             Murray State   62.79
## 1236 2016         Central Arkansas   62.11
## 1237 2016          Houston Baptist   61.17
## 1238 2016             Pennsylvania   60.95
## 1239 2016                   Mercer   57.71
## 1240 2016           Kennesaw State   54.76
## 1241 2016              Weber State   54.68
## 1242 2016            Alabama State   53.46
## 1243 2016           Tennessee Tech   53.00
## 1244 2016                 Richmond   51.95
## 1245 2016          Tennessee State   51.82
## 1246 2016                 Southern   46.97
## 1247 2016         Sacramento State   45.18
## 1248 2016       Eastern Washington   45.10
## 1249 2016              Austin Peay   44.67
## 1250 2016                Air Force   44.58
## 1251 2016           Texas Southern   43.86
## 1252 2016                    Lamar   43.84
## 1253 2016            Indiana State   43.84
## 1254 2016           William & Mary   43.54
## 1255 2016     Presbyterian College   41.40
## 1256 2016             Rhode Island   41.24
## 1257 2016                 Campbell   40.68
## 1258 2016             Alcorn State   39.30
## 1259 2016              The Citadel   37.64
## 1260 2016                  Fordham   36.98
## 1261 2016                Princeton   36.73
## 1262 2016                 Monmouth   35.77
## 1263 2016             South Dakota   32.89
## 1264 2016       Northwestern State   32.06
## 1265 2016                      VMI   31.43
## 1266 2016     East Tennessee State   31.35
## 1267 2016               Valparaiso   29.84
## 1268 2016        Northern Colorado   29.66
## 1269 2016                    Drake   27.37
## 1270 2016            Robert Morris   26.70
## 1271 2016              Alabama A&M   26.31
## 1272 2016              Idaho State   25.18
## 1273 2016                Villanova   23.98
## 1274 2016           Savannah State   23.51
## 1275 2016                    Maine   23.37
## 1276 2016           Delaware State   22.84
## 1277 2016             Gardner-Webb   22.66
## 1278 2016                   Butler   21.56
## 1279 2016                 Columbia   21.24
## 1280 2016                  Liberty   21.04
## 1281 2016        Abilene Christian   19.77
## 1282 2016                  Wofford   19.48
## 1283 2016             Sacred Heart   19.44
## 1284 2016                  Harvard   17.28
## 1285 2016                    Brown   16.92
## 1286 2016              Florida A&M   16.64
## 1287 2016                  Cornell   15.89
## 1288 2016                   Dayton   14.99
## 1289 2016               Holy Cross   14.75
## 1290 2016         Western Carolina   13.67
## 1291 2016             Jacksonville   13.41
## 1292 2016   North Carolina Central   13.15
## 1293 2016           Missouri State   12.70
## 1294 2016               Georgetown   12.60
## 1295 2016            New Hampshire   11.21
## 1296 2016                  Stetson    9.99
## 1297 2016                   Howard    7.53
## 1298 2016                   Lehigh    6.66
## 1299 2016      Arkansas-Pine Bluff    6.66
## 1300 2016           Morehead State    6.66
## 1301 2016      Central Connecticut    6.66
## 1302 2016                San Diego    6.66
## 1303 2016                   Bryant    6.24
## 1304 2016       North Carolina A&T    3.81
## 1305 2016          St Francis (PA)    1.74
## 1306 2015                  Alabama  981.90
## 1307 2015                      USC  926.71
## 1308 2015               Ohio State  907.32
## 1309 2015            Florida State  889.92
## 1310 2015                      LSU  889.37
## 1311 2015                  Georgia  877.74
## 1312 2015                   Auburn  865.41
## 1313 2015               Notre Dame  857.33
## 1314 2015                 Michigan  851.12
## 1315 2015                Texas A&M  830.34
## 1316 2015                    Texas  821.26
## 1317 2015                Tennessee  810.53
## 1318 2015                  Clemson  807.56
## 1319 2015                     UCLA  793.22
## 1320 2015                  Florida  789.79
## 1321 2015                 Oklahoma  775.90
## 1322 2015                    Miami  773.23
## 1323 2015                 Stanford  765.98
## 1324 2015                 Ole Miss  764.34
## 1325 2015                   Oregon  757.52
## 1326 2015               Penn State  732.36
## 1327 2015           South Carolina  725.72
## 1328 2015           Michigan State  715.30
## 1329 2015                 Nebraska  699.89
## 1330 2015                 Arkansas  695.04
## 1331 2015           North Carolina  683.03
## 1332 2015            Arizona State  680.87
## 1333 2015        Mississippi State  680.06
## 1334 2015               Washington  667.45
## 1335 2015                 Virginia  667.05
## 1336 2015                   Baylor  660.35
## 1337 2015            Virginia Tech  658.38
## 1338 2015           Oklahoma State  651.83
## 1339 2015                 Missouri  642.93
## 1340 2015               Texas Tech  641.07
## 1341 2015               Louisville  641.05
## 1342 2015                Wisconsin  635.77
## 1343 2015                 Kentucky  634.52
## 1344 2015                      TCU  630.38
## 1345 2015               California  626.00
## 1346 2015            West Virginia  625.85
## 1347 2015               Pittsburgh  611.18
## 1348 2015                 NC State  610.33
## 1349 2015               Vanderbilt  609.76
## 1350 2015                  Arizona  606.92
## 1351 2015                 Maryland  603.76
## 1352 2015                  Rutgers  602.35
## 1353 2015             Northwestern  595.75
## 1354 2015             Georgia Tech  590.34
## 1355 2015                     Utah  574.41
## 1356 2015                     Iowa  573.06
## 1357 2015              Boise State  568.96
## 1358 2015                     Duke  563.19
## 1359 2015                  Indiana  559.08
## 1360 2015             Oregon State  544.66
## 1361 2015                 Colorado  542.06
## 1362 2015         Washington State  540.86
## 1363 2015           Boston College  534.60
## 1364 2015                   Purdue  534.26
## 1365 2015                 Illinois  530.96
## 1366 2015            South Florida  529.65
## 1367 2015               Iowa State  529.12
## 1368 2015                      BYU  521.43
## 1369 2015                Minnesota  516.10
## 1370 2015                  Houston  511.45
## 1371 2015                 Syracuse  508.80
## 1372 2015             Kansas State  503.64
## 1373 2015                   Kansas  499.97
## 1374 2015              Wake Forest  497.48
## 1375 2015          San Diego State  494.77
## 1376 2015               Cincinnati  494.65
## 1377 2015                 Marshall  489.77
## 1378 2015                      UCF  484.54
## 1379 2015     Southern Mississippi  470.84
## 1380 2015                      SMU  446.83
## 1381 2015         Western Michigan  442.13
## 1382 2015           Louisiana Tech  437.99
## 1383 2015            Bowling Green  433.59
## 1384 2015                Louisiana  430.17
## 1385 2015                   Toledo  429.03
## 1386 2015                    Akron  412.65
## 1387 2015         Middle Tennessee  409.82
## 1388 2015                   Tulane  408.22
## 1389 2015           Arkansas State  408.08
## 1390 2015                   Temple  405.92
## 1391 2015                    Tulsa  404.03
## 1392 2015            East Carolina  403.62
## 1393 2015             Fresno State  402.58
## 1394 2015              Connecticut  402.23
## 1395 2015         Florida Atlantic  401.61
## 1396 2015                     Rice  399.58
## 1397 2015               Miami (OH)  397.13
## 1398 2015         Georgia Southern  391.18
## 1399 2015           Colorado State  389.10
## 1400 2015                  Hawai'i  385.63
## 1401 2015                  Memphis  381.80
## 1402 2015              North Texas  380.69
## 1403 2015        Northern Illinois  380.69
## 1404 2015                   Nevada  380.53
## 1405 2015           San José State  379.60
## 1406 2015         Central Michigan  376.81
## 1407 2015            South Alabama  367.16
## 1408 2015              Texas State  360.49
## 1409 2015    Florida International  360.11
## 1410 2015           UT San Antonio  356.37
## 1411 2015         Western Kentucky  353.50
## 1412 2015               Ball State  349.94
## 1413 2015               New Mexico  341.72
## 1414 2015         Eastern Michigan  341.36
## 1415 2015               Kent State  338.40
## 1416 2015            Georgia State  335.67
## 1417 2015                     Troy  335.43
## 1418 2015                     UNLV  332.69
## 1419 2015               Utah State  331.44
## 1420 2015                     Ohio  330.61
## 1421 2015                    UMass  323.73
## 1422 2015             Old Dominion  319.60
## 1423 2015                  Buffalo  316.44
## 1424 2015                  Wyoming  314.72
## 1425 2015        Appalachian State  312.88
## 1426 2015                     Navy  306.87
## 1427 2015                Charlotte  304.05
## 1428 2015         Louisiana Monroe  292.73
## 1429 2015                    Idaho  262.39
## 1430 2015                     UTEP  256.12
## 1431 2015         New Mexico State  251.16
## 1432 2015                      UAB  236.34
## 1433 2015            Northern Iowa  202.77
## 1434 2015                     Army  186.45
## 1435 2015                     Yale  181.76
## 1436 2015       Jacksonville State  173.32
## 1437 2015              Chattanooga  137.06
## 1438 2015           Portland State  123.61
## 1439 2015         Youngstown State  116.79
## 1440 2015          Bethune-Cookman  116.09
## 1441 2015     South Carolina State  105.01
## 1442 2015        Stephen F. Austin  103.72
## 1443 2015                 Cal Poly   97.73
## 1444 2015                  Samford   95.68
## 1445 2015           Illinois State   92.42
## 1446 2015             Murray State   89.72
## 1447 2015            James Madison   84.74
## 1448 2015       North Dakota State   82.26
## 1449 2015            Jackson State   78.26
## 1450 2015            Indiana State   74.60
## 1451 2015          Tennessee State   74.37
## 1452 2015                   Towson   74.05
## 1453 2015             Pennsylvania   73.07
## 1454 2015                Air Force   70.95
## 1455 2015         Northern Arizona   68.35
## 1456 2015        Abilene Christian   66.43
## 1457 2015                  Montana   64.46
## 1458 2015                   Wagner   64.14
## 1459 2015                UT Martin   62.12
## 1460 2015              Stony Brook   61.96
## 1461 2015                   Furman   61.89
## 1462 2015        Southern Illinois   60.76
## 1463 2015                  Hampton   58.39
## 1464 2015   Southeastern Louisiana   58.08
## 1465 2015                Villanova   57.42
## 1466 2015               Valparaiso   56.37
## 1467 2015         Western Illinois   51.28
## 1468 2015                  McNeese   51.19
## 1469 2015                 Duquesne   50.43
## 1470 2015      Charleston Southern   48.43
## 1471 2015              The Citadel   47.12
## 1472 2015         Eastern Illinois   46.56
## 1473 2015         Eastern Kentucky   46.50
## 1474 2015                 Richmond   46.34
## 1475 2015       Eastern Washington   45.10
## 1476 2015           Texas Southern   43.10
## 1477 2015                Grambling   41.62
## 1478 2015         Coastal Carolina   41.50
## 1479 2015          Houston Baptist   39.71
## 1480 2015                 Southern   37.48
## 1481 2015         Sacramento State   37.46
## 1482 2015             Rhode Island   37.17
## 1483 2015              Austin Peay   36.99
## 1484 2015                  Fordham   36.98
## 1485 2015        Northern Colorado   36.95
## 1486 2015         Central Arkansas   35.29
## 1487 2015                   Mercer   35.02
## 1488 2015            Norfolk State   32.59
## 1489 2015           Tennessee Tech   31.74
## 1490 2015                      VMI   31.43
## 1491 2015                 Campbell   31.21
## 1492 2015                  Harvard   30.49
## 1493 2015 Southeast Missouri State   29.79
## 1494 2015                  Cornell   29.11
## 1495 2015       Northwestern State   28.02
## 1496 2015     Presbyterian College   25.63
## 1497 2015           Delaware State   25.26
## 1498 2015       South Dakota State   25.25
## 1499 2015                    Lamar   24.84
## 1500 2015                 Nicholls   24.71
## 1501 2015            Alabama State   24.46
## 1502 2015           Kennesaw State   23.49
## 1503 2015              Idaho State   21.69
## 1504 2015                 Columbia   21.24
## 1505 2015            New Hampshire   21.17
## 1506 2015             Prairie View   20.76
## 1507 2015     East Tennessee State   20.07
## 1508 2015              Weber State   19.80
## 1509 2015                  Liberty   19.57
## 1510 2015                  Wofford   19.48
## 1511 2015             Jacksonville   18.58
## 1512 2015                    Brown   16.92
## 1513 2015         Western Carolina   15.77
## 1514 2015                 Davidson   15.67
## 1515 2015           William & Mary   15.65
## 1516 2015              Florida A&M   15.60
## 1517 2015           Incarnate Word   15.59
## 1518 2015   North Carolina Central   14.26
## 1519 2015              Alabama A&M   13.33
## 1520 2015            Montana State   11.86
## 1521 2015                   Butler    9.96
## 1522 2015             Gardner-Webb    8.58
## 1523 2015                 Monmouth    7.93
## 1524 2015               Holy Cross    7.45
## 1525 2015                    Drake    7.43
## 1526 2015                    Maine    7.24
## 1527 2015                   Lehigh    6.66
## 1528 2015                  Stetson    6.66
## 1529 2015      Arkansas-Pine Bluff    6.66
## 1530 2015            Southern Utah    6.66
## 1531 2015                 UC Davis    6.66
## 1532 2015             South Dakota    3.36
## 1533 2015            Robert Morris    3.06
## 1534 2015                Dartmouth    2.96
## 1535 2015                   Marist    2.63
## 1536 2015                   Howard    2.22
## 1537 2015          St Francis (PA)    1.74
cfbd_team_talent(year = 2018)
##     year                   school talent
## 1   2018               Ohio State 984.30
## 2   2018                  Alabama 978.54
## 3   2018                  Georgia 964.00
## 4   2018                      USC 933.65
## 5   2018                  Clemson 893.21
## 6   2018                      LSU 889.91
## 7   2018            Florida State 888.75
## 8   2018                 Michigan 862.35
## 9   2018                    Texas 861.20
## 10  2018               Notre Dame 847.85
## 11  2018                 Oklahoma 843.79
## 12  2018               Penn State 834.24
## 13  2018                  Florida 831.78
## 14  2018                   Auburn 827.37
## 15  2018                Tennessee 826.98
## 16  2018                Texas A&M 805.66
## 17  2018                 Stanford 786.63
## 18  2018               Washington 772.88
## 19  2018                     UCLA 754.31
## 20  2018                    Miami 753.72
## 21  2018           South Carolina 749.98
## 22  2018                 Ole Miss 734.00
## 23  2018        Mississippi State 729.97
## 24  2018                 Maryland 725.94
## 25  2018                 Nebraska 711.22
## 26  2018                   Oregon 695.81
## 27  2018                 Arkansas 694.63
## 28  2018           North Carolina 688.48
## 29  2018            Arizona State 687.72
## 30  2018            Virginia Tech 675.71
## 31  2018                      TCU 671.88
## 32  2018                 Kentucky 670.27
## 33  2018                   Baylor 668.37
## 34  2018           Michigan State 658.85
## 35  2018                Wisconsin 653.50
## 36  2018            West Virginia 646.91
## 37  2018           Oklahoma State 645.01
## 38  2018               Pittsburgh 637.96
## 39  2018                     Duke 635.63
## 40  2018               Louisville 632.22
## 41  2018                 NC State 629.39
## 42  2018                     Iowa 615.08
## 43  2018               Vanderbilt 611.99
## 44  2018             Northwestern 608.89
## 45  2018               California 596.08
## 46  2018                 Missouri 595.14
## 47  2018                     Utah 594.60
## 48  2018                Minnesota 588.97
## 49  2018             Georgia Tech 583.49
## 50  2018                  Arizona 580.54
## 51  2018                  Houston 577.17
## 52  2018               Iowa State 575.76
## 53  2018                 Colorado 575.65
## 54  2018                 Syracuse 570.20
## 55  2018                      UCF 568.35
## 56  2018                      BYU 565.85
## 57  2018                  Indiana 564.04
## 58  2018                 Illinois 562.67
## 59  2018               Texas Tech 561.59
## 60  2018                  Rutgers 555.24
## 61  2018         Washington State 554.77
## 62  2018            South Florida 548.62
## 63  2018             Kansas State 547.43
## 64  2018               Cincinnati 543.78
## 65  2018              Boise State 543.43
## 66  2018                 Virginia 542.40
## 67  2018         Florida Atlantic 537.93
## 68  2018             Oregon State 535.36
## 69  2018           Boston College 533.43
## 70  2018              Wake Forest 525.48
## 71  2018                   Purdue 520.48
## 72  2018                   Kansas 517.10
## 73  2018                      SMU 485.46
## 74  2018                  Memphis 480.07
## 75  2018           Colorado State 479.97
## 76  2018                   Temple 478.30
## 77  2018           Louisiana Tech 477.50
## 78  2018    Florida International 476.52
## 79  2018          San Diego State 472.60
## 80  2018                   Toledo 463.96
## 81  2018             Fresno State 459.07
## 82  2018                 Marshall 451.61
## 83  2018                   Tulane 445.36
## 84  2018         Western Michigan 442.29
## 85  2018            East Carolina 434.48
## 86  2018           Arkansas State 433.73
## 87  2018                   Nevada 432.40
## 88  2018        Northern Illinois 432.31
## 89  2018           San José State 430.62
## 90  2018               Miami (OH) 421.22
## 91  2018         Middle Tennessee 414.19
## 92  2018         Central Michigan 413.60
## 93  2018               New Mexico 411.95
## 94  2018           UT San Antonio 405.20
## 95  2018            Georgia State 404.34
## 96  2018                     UNLV 400.76
## 97  2018            South Alabama 394.24
## 98  2018              Connecticut 389.20
## 99  2018                    UMass 388.91
## 100 2018                      UAB 387.71
## 101 2018     Southern Mississippi 387.32
## 102 2018               Utah State 377.39
## 103 2018                Louisiana 376.68
## 104 2018            Bowling Green 375.14
## 105 2018                     Rice 375.12
## 106 2018                  Buffalo 369.14
## 107 2018              North Texas 368.58
## 108 2018                    Tulsa 368.14
## 109 2018               Ball State 362.10
## 110 2018                    Akron 361.00
## 111 2018        Appalachian State 356.16
## 112 2018         Western Kentucky 353.43
## 113 2018                     Troy 352.36
## 114 2018               Kent State 351.73
## 115 2018                     Navy 349.26
## 116 2018                  Wyoming 348.34
## 117 2018                     Ohio 346.18
## 118 2018                     UTEP 345.76
## 119 2018         Eastern Michigan 344.06
## 120 2018                  Hawai'i 343.97
## 121 2018             Old Dominion 333.18
## 122 2018         Louisiana Monroe 326.66
## 123 2018                Charlotte 311.00
## 124 2018         Georgia Southern 303.12
## 125 2018              Texas State 302.55
## 126 2018         Coastal Carolina 284.24
## 127 2018         New Mexico State 249.32
## 128 2018                     Army 230.75
## 129 2018                Air Force 186.27
## 130 2018       Jacksonville State 174.86
## 131 2018                  Hampton 149.11
## 132 2018            James Madison 147.11
## 133 2018   Southeastern Louisiana 135.64
## 134 2018        Sam Houston State 133.13
## 135 2018        Sam Houston State 133.13
## 136 2018              Austin Peay 123.40
## 137 2018            Alabama State 118.68
## 138 2018                 Duquesne 113.21
## 139 2018              Chattanooga 112.15
## 140 2018           Illinois State 109.44
## 141 2018        Southern Illinois 108.59
## 142 2018         Eastern Kentucky 107.58
## 143 2018              Stony Brook 106.51
## 144 2018            Montana State  98.98
## 145 2018                UT Martin  98.34
## 146 2018                  Liberty  93.99
## 147 2018                    Idaho  87.35
## 148 2018           Kennesaw State  86.45
## 149 2018           Portland State  85.83
## 150 2018         Northern Arizona  85.03
## 151 2018                  Samford  84.29
## 152 2018       North Dakota State  83.68
## 153 2018                   Towson  83.58
## 154 2018           Texas Southern  83.08
## 155 2018          Tennessee State  82.27
## 156 2018                 Richmond  82.20
## 157 2018                 Delaware  79.23
## 158 2018         Youngstown State  70.45
## 159 2018                Grambling  69.99
## 160 2018 Southeast Missouri State  69.85
## 161 2018         Western Illinois  66.84
## 162 2018                 Nicholls  66.08
## 163 2018             Rhode Island  62.64
## 164 2018          Bethune-Cookman  61.90
## 165 2018                   Furman  59.57
## 166 2018                 Campbell  58.46
## 167 2018            Norfolk State  56.44
## 168 2018           Missouri State  53.43
## 169 2018              Weber State  51.74
## 170 2018      Charleston Southern  51.01
## 171 2018                  Montana  49.16
## 172 2018             Prairie View  47.10
## 173 2018        Stephen F. Austin  46.25
## 174 2018                  McNeese  43.55
## 175 2018        Abilene Christian  43.10
## 176 2018       North Carolina A&T  39.98
## 177 2018              Florida A&M  39.57
## 178 2018             Murray State  37.82
## 179 2018                 Cal Poly  37.28
## 180 2018         Western Carolina  35.54
## 181 2018             Morgan State  35.38
## 182 2018     East Tennessee State  35.09
## 183 2018            Northern Iowa  34.70
## 184 2018                   Wagner  32.77
## 185 2018                   Butler  31.53
## 186 2018                   Albany  31.53
## 187 2018   North Carolina Central  31.00
## 188 2018            North Alabama  30.02
## 189 2018              The Citadel  29.01
## 190 2018       South Dakota State  28.73
## 191 2018           William & Mary  28.69
## 192 2018                 Monmouth  28.13
## 193 2018           Tennessee Tech  27.77
## 194 2018                Princeton  27.29
## 195 2018     South Carolina State  27.01
## 196 2018          Houston Baptist  26.80
## 197 2018                   Bryant  24.33
## 198 2018             North Dakota  23.99
## 199 2018            Indiana State  23.88
## 200 2018         Central Arkansas  23.59
## 201 2018           Incarnate Word  23.03
## 202 2018             South Dakota  22.43
## 203 2018                 Southern  22.25
## 204 2018           Delaware State  21.32
## 205 2018       Northwestern State  20.95
## 206 2018              Idaho State  20.50
## 207 2018         Sacramento State  20.45
## 208 2018             Alcorn State  20.41
## 209 2018       Eastern Washington  19.95
## 210 2018             Sacred Heart  19.62
## 211 2018                    Maine  18.93
## 212 2018                   Howard  17.60
## 213 2018             Jacksonville  17.49
## 214 2018                  Fordham  15.33
## 215 2018            Jackson State  14.46
## 216 2018             Gardner-Webb  14.11
## 217 2018                   Mercer  13.96
## 218 2018                    Lamar  13.91
## 219 2018                  Cornell  13.71
## 220 2018        Northern Colorado  13.41
## 221 2018                  Harvard  13.33
## 222 2018                  Stetson  13.33
## 223 2018          St Francis (PA)  13.00
## 224 2018                      VMI  11.90
## 225 2018            Southern Utah  11.84
## 226 2018                    Drake  11.10
## 227 2018               Georgetown  11.10
## 228 2018            Robert Morris   9.24
## 229 2018      Arkansas-Pine Bluff   8.98
## 230 2018                   Dayton   8.88
## 231 2018               Holy Cross   7.31
## 232 2018      Central Connecticut   7.09
## 233 2018         Eastern Illinois   6.75
## 234 2018                   Lehigh   6.66
## 235 2018                     Elon   6.66
## 236 2018                   Marist   4.44
## 237 2018                     Yale   3.30