Core taxonomy
Nightly sync from SportsData.db imports with steward moderation overlays
- Sports, leagues, teams, players, venues, and referees with canonical IDs
- Cross-league franchise hierarchies and historical relocations
- Rich metadata: founding year, colors, logos, alternative spellings
Schedules & results
Live event delta feeds (≤90s) for paid tiers, nightly for free tier
- Season calendars with kickoff times normalized to UTC and local time zones
- Event status tracking (scheduled, live, final) with score progression and attendance
- Referee crews, broadcasters, and streaming availability flags
Statistics & honours
Post-event backfill within 15 minutes, leaderboard recalcs hourly
- Per-event box scores across scoring summaries, player minutes, and advanced metrics
- Cumulative leaderboards aligned to league conventions
- Honours & trophies with season span, rank, and official naming