![]() ‘cfbscrapR’ also includes general data of teams and conference. This package also includes predictive statistocs like EPA and WPA. This data includes play-by-play data, as well as team statistics and records. This website is very useful in providing a variety of college football data.ĬfbscrapR This is an R package that provides data on College Football. As well as predictive statistics like EPA and WPA. This data consists of play-by-play data, drive results, and historical ratings. This website allows you to filter out individual schools you want to look at.Ĭollege Football Data This website provides data for college football. ![]() This data includes statistics, heisman winners, all-time leaders, bowl history and more. Sports-reference college Sports-reference college has data from college football data since 1956. This detailed data set allows for you to research a wide range of NFL statistics since 2004. This data includes combine, tackles, kicks, and passer. NFL Play This website provides NFL data since 2004. This data is pretty basic, it would mostly be used if you’re trying to do some basic NFL research. This data includes games, plays, players, and weekly data. NFL Data Analytics This website provides a few basic csv data sets for the NFL. This package has data from almost every statistic tracked during an NFL game. A lot of this data is based on play-by-play data. NFLscrapR This github leads to an R package that makes scaping in game NFl data much easier. This data would be useful in looking at NFL play-by-play trends over from 2009-2016. It also includes more specific data like QB hit, expected points result, and air yards. This data includes the basic statistics such as down, quarter, and yard line. NFL PBP 2009-2016 This website provides csv data sets on play-by-play data in the NFL from 2009-2016. This data set would be useful in trying to compare the outcome to whatever the betting odds were. This data shows the betting favorite, as well as the final score. NFL and betting This website provides a data set comparing NFL game scores to the betting projections. This data could be compared with youth football participation rates to see how concussions impact the youths participation in football. This information is very useful in researching NFL concussion data. This data includes the player, the game, position, how many weeks missed, etc. NFL Concussions This website provides a csv data set on concussions in the NFL from 2012-2014. ![]() ![]() This data can be very useful if you’re looking to do an NFL related project. The data is divided into several categories including team, play, down, formation, playtype, etc. NFLSavant This website provides a csv of NFL play by play data from 2013-2022. Additional data can be found behind a paid subscription. Statistics are updated by every week, no later than Tuesday at 6pm. This data includes player statistics, all-time leaders, draft history, coaches, and much more. Pro-football reference Pro-football reference includes NFL data, dating back to 1967. ![]()
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