Data Sources
Agatha stands on the work of these projects and providers. News headlines always link to the original source; statistical data feeds Agatha's models and is presented as derived analysis.
Live scores, schedules and news
- MLB StatsAPI
- Official MLB schedules, scores, and probable pitchers.
- NHL API
- Official NHL schedules, results, and statistics.
- ESPN
- Live scores, news headlines, injuries, and game information.
- NASCAR
- Official race results and loop data feeds.
- Liquipedia
- Esports team names and marks resolved via Liquipedia (CC BY-SA 3.0); each mark belongs to its team.
- Yahoo Sports, CBS Sports and Bleacher Report
- News headlines, linked to and credited to their publishers, never republished.
Odds
- The Odds API
- Multi-sportsbook odds and historical betting lines.
Historical results
- Retrosheet
- Historical MLB game logs. The information used here was obtained free of charge from and is copyrighted by Retrosheet. Interested parties may contact Retrosheet at www.retrosheet.org.
- SABR Lahman Baseball Database
- MLB season statistics through the last completed season, from the Society for American Baseball Research's Lahman Baseball Database, used under the Creative Commons Attribution-ShareAlike 3.0 licence.
- Chadwick Baseball Bureau Register
- Player identifiers that tie MLB's ids to the Lahman database, used under the Open Data Commons Attribution licence.
- nflverse
- NFL schedules, results, rosters and player facts such as colleges, draft picks and birth dates - community-maintained open data, used under the Creative Commons Attribution 4.0 licence; facts restated in our own words.
- CollegeFootballData
- College football games, stats, and historical lines.
- football-data.co.uk
- Historical soccer results and odds.
- tennis-data.co.uk
- Historical tennis results and odds.
- Jolpica F1
- Formula 1 historical data (Ergast successor).
Player pages
- Wikidata
- Player facts such as birth dates, birthplaces, heights, teams and honors, used under the CC0 public domain dedication.
- English and German Wikipedia
- Player facts, used under the Creative Commons Attribution-ShareAlike 4.0 licence; facts restated in our own words.
- Wikimedia Commons
- Player photos, used under their own licences; each photo's author and licence are shown by the info button on the photo.
Weather
- Open-Meteo / NWS
- Weather forecasts and historical weather archives.