Quickstart
One pip install, every major league. sportsdataverse is a single Python
NBA
Welcome to the hardwood! 🎉 In just a few lines of Python you're about to
WNBA
Welcome! In just a few lines of Python you're about to pull WNBA teams, rosters, schedules, play-by-play, season stats, standings and the draft — all as tidy polars DataFrames that are ready to model. 🚀
MBB
Welcome to Selection-Sunday-grade hoops data! 🎉 In a handful of lines of
WBB
Welcome to the women's college hoops corner of the SportsDataverse! 🎉 In a handful of lines you're about to pull rosters, schedules, play-by-play, live scoreboards, AP rankings, ESPN's Basketball Power Index (BPI), in-game win-probability curves, and season-long parquet releases — all returned as tidy polars DataFrames that are ready to model. 🚀
NFL
Welcome to gridiron data! 🎉 In a handful of lines you're about to pull
CFB
Saturdays in autumn, condensed into tidy DataFrames. 🍂 In a few lines of
MLB
Welcome to the ballpark! 🏟️ In just a few lines of Python you're about to
NHL
Welcome to the show! 🎉 sportsdataverse.nhl gives you the NHL's own modern
PWHL
Welcome to professional women's hockey! The Professional Women's Hockey League (PWHL) dropped its first puck in January 2024 with six clubs — Boston, Minnesota, Montréal, New York, Ottawa and Toronto — and it's been must-watch hockey ever since. 🎉
Junior & minor hockey
Four leagues, one toolkit. sportsdataverse wraps the HockeyTech /
Soccer
From the Premier League to the World Cup, sportsdataverse.soccer gives you the global
Cricket
ESPN carries live scorecards, standings, and full match summaries for the world's
Other ESPN leagues
Spring pro football is back, college diamonds are packed, and NCAA rinks are full. 🎉
Betting odds
Welcome! In a few lines of Python you're about to pull live betting odds