While NBA.com provides a wealth of information, manually gathering player stats can be a time-consuming task. NHL Game Data: Game, team, player and play data including x,y coordinates measured for each game in the NHL in the past 6 years.Accessing accurate and comprehensive NBA player statistics is crucial for basketball enthusiasts, data analysts, and fantasy sports enthusiasts alike.Daily and Sports Activities Data Set: Motion sensor data of nineteen sports activities performed by 8 subjects in their own style for 5 minutes.120 years of Olympic history: A historical data set on the Olympic Games, including all the Games from Athens 1896 to Rio 2016.SPORTS-1M: 1M sports videos of average length-5.5mins labelled for 487 sports classes.FiveThirtyEight – Data driven sports journalism and analysis with datasets regularly published to Github.structured ball-by-ball data for international and IPL cricket matches, 2015 to 2019 inclusive.Miscellaneous Sports Data Sets and Databases National Hockey League Player Offensive statistics Data Set (Csv) – yearly offensive statistics of every NHL player from the 1940 season to the 2018 season.Lahman’s Baseball Database: A complete history of major league baseball stats from 1871 to 2018, including batting and pitching stats, standings, team stats, managerial records, post-season data, and more.Historical odds & scores data from MLB seasons 2010-2020 inclusive – including run-lines, opening and closing moneylines and totals (over/under). Historical MLB Scores & Odds Dataset 2010-2020.MotoGP Dataset – The statistics database.Data includes constructors, drivers, lap times, pit stops. Formula 1 Race Data: Results dataset covering formula seasons from 1950 to the 2017 F1 season.Ergast Formula One Dataset: An experimental web service which provides a historical record of motor racing data for non-commercial purposes.It covers play-by-play and box scores from 2009 and final scores from 1996. NCAA Basketball: This dataset contains data about NCAA Basketball teams, teams, and games.NBA Player of the Week Data: Player of the week data from 1984-5 to 2018-9 seasons, scraped from the Basketball real gm site.NBA shot logs: Data on shots taken during the 2014-2015 season, which player took the shot, where on the floor was the shot taken from, who was the nearest defender, how far away was the nearest defender, time on the shot clock, and much more.Shaquille O’Neal Career Regular Season Statistics by Game(csv).

Michael Jordan Career Regular Season Statistics by Game(csv).

World Cup Dataset: This data set shows all information about historical World Cups as well as all match data.The data is updated weekly and contains various statistical data such as final and half time result, corners. German Bundesliga Data – Data for last 10 seasons of German Bundesliga including current season.International football results from 1872 to 2018: 40,000 results of soccer matches from the very first official match in 1872 up until 2018.football.db: Open source, free and public domain soccer database & schema for use in any (programming) language.Historical soccer results datasets – Historical soccer data sets reference, featuring game half-time and full-time scores, player stats from European and International soccer leagues.Fifa 18 Player Dataset: Attributes for players featured in the 2018 edition of the Electronic Arts game Fifa18.FIFA 19 complete player dataset: Attributes for each player featured in the 2019 edition of the Electronic Arts game FIFA19.FIFA 2022 complete player dataset: Including FIFA 2015-2022 – CSV downloadable dataset with 19k+ players and 100+ attributes.⚽ Soccer Data Sets FIFA Video-game Data Sets ATP World Tour tennis data ATP tournaments, match scores, match stats, rankings and players overview data extracted from the ATP World Tour website.Conferences: Sun Belt, SEC, PAC-12, Mountain-West, MAC, Independents, CUSA, Big-Ten, American Conference, Big 12, ACC, And FBS. Data includes: Kicking Statistics, Kickoff-return Statistics, Kickoff Statistics, Passing Statistics, Punt-return Statistics, rushing, scoring and punting data. CFB Stats – detailed downloadable CFB stats in CSV file-format.NFL Draft Outcomes: All players selected in the NFL Draft from 1985-2015 including outcome stats.

Detailed NFL Play-by-Play Data 2009-2018: Regular season plays from 2009-2016 containing information on: players, game situation, results, win probabilities and miscellaneous advanced metrics.

Nba play by play data scraping