Where the player links come from

Current dataset release

Savanzo dataset alpha-0.1.0, generated 2026-06-08, covers detected reliable player-stat seasons 1999–2024. The release contains 4,291 players and 16,183 appeared-in-game team-season memberships.

Upstream nflverse release channels used by this snapshot: player_stats, players, teams.

Attribution and license

Source data is provided by the nflverse-data project. Review its upstream license and release notes for the terms and qualifications that apply to the source files.

Qualifications

Gameplay eligibility is derived from player-stat appearances. Roster, player, team, color, and logo files are enrichment rather than proof that a player appeared. Historical source files can be corrected upstream, and names, team identities, season coverage, or appearances may be incomplete or contain errors.

Independent product disclaimer

Attribution does not imply endorsement. Savanzo is not affiliated with or endorsed by nflverse, the NFL, its teams, or its players. Savanzo does not grant a license to third-party data, names, marks, logos, or other materials; consult the applicable owners and upstream terms.