Credits and attribution

Data Sources

A Perfect Draft is an independent project built around public sports history. We credit the databases, APIs, open projects, and researchers that make this kind of historical sports game possible.

Sports facts like names, stats, schedules, and results are public facts, but the people who collect and organize them deserve visible credit. Where a mode is still a prototype, we say so. Where a source is under review or permission-pending, we say that too.

Live source credits

Baseball

Baseball uses historical player, roster, batting, pitching, and fielding records from open baseball data projects.

A Perfect Draft is not affiliated with, endorsed by, or sponsored by Major League Baseball.

Live source credits

Football

Football combines open NFL data projects and public Kaggle datasets to build historical player-season pools and team context.

A Perfect Draft is not affiliated with, endorsed by, or sponsored by the NFL, any NFL team, or any official NFL data provider.

Beta source credits

Basketball

Basketball uses two open Kaggle datasets built from publicly available NBA data to power historical player-season pools, stats display, and award recognition.

A Perfect Draft is not affiliated with, endorsed by, or sponsored by the NBA or any NBA team.