Credits
Balltelligence is built on public sports data. Thank you to the people and projects below. Player facts, clues and write-ups are written in our own words.
The team
Made by Kyle Slate and two friends: one came up with the idea, the other came up with the name, and both beta tested. More on the About page.
Data sources and licences
NFL: nflverse
NFL data from nflverse (github.com/nflverse/nflverse-data), modified.
License: Creative Commons Attribution 4.0 International (CC BY 4.0)
MLB: Lahman Baseball Database
The MLB data files (legends_mlb.json, legends_mlb_more.json, players_mlb.json) are adapted from the Lahman Baseball Database, copyright 1996-2025 by SABR, via donation from Sean Lahman (sabr.org/lahman-database). We selected fields, combined them with Chadwick and Retrosheet data and generated hint sentences. The adapted files are licensed under CC BY-SA 3.0 and can be downloaded at balltelligence.com/data/.
License: Creative Commons Attribution-ShareAlike 3.0 Unported (CC BY-SA 3.0)
Download: legends_mlb.json · legends_mlb_more.json · players_mlb.json
Hint text and difficulty ratings in editorial_mlb.json are written by Balltelligence and are not part of the adapted files.
MLB: Chadwick Baseball Bureau
Contains information from the Chadwick Baseball Bureau Register (github.com/chadwickbureau/register), modified.
License: Open Data Commons Attribution License v1.0 (ODC-By 1.0)
MLB: Retrosheet
The information used here was obtained free of charge from and is copyrighted by Retrosheet. Interested parties may contact Retrosheet at "www.retrosheet.org".
Wikidata
Player facts also come from Wikidata (wikidata.org), modified. Wikidata data is in the public domain; it is credited here as a courtesy.
License: Creative Commons CC0 1.0 Universal (Public Domain Dedication)
Wikipedia
Some facts, such as numbers, dates and teams, were read from Wikipedia. Player facts are written in our own words.
Disclaimer
Balltelligence is a fan-made game. It is not affiliated with or endorsed by the NBA, NFL, MLB, NHL or their teams. Team names are used only to describe players' careers.
Balltelligence is not affiliated with, endorsed by or sponsored by any league, team, players' association or player.