๐Ÿ“Š Stats Aggregator

Aggregate game-level stats into season and career totals

๐Ÿ”’ Admin Tool
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๐Ÿ†• Game-Level Stats Support
  • 2025 Seasons (partial data): Splits saved to separate collection - does NOT affect production stats
  • 2026-summer and beyond: Full aggregation to production (acesBPI, career totals)
  • Career totals: Only recalculated for 2026+ aggregation
โœ… No Duplicates - Hybrid Approach
  • Auth users: Aggregates from their linked player stats
  • Legacy players: Aggregates normally (not migrated)
  • Migrated profiles: Skipped (prevents duplicates)
๐Ÿ“ˆ 2025 Splits Aggregation (Partial Data)
โ„น๏ธ About 2025 Splits Data
  • Game-level data for 2025 seasons is incomplete (only some teams/players)
  • Splits data is stored in a separate collection: aggregatedPlayerStats2025Splits
  • This does NOT modify production stats, acesBPI, or career totals
  • Player-splits page will load from this collection for 2025 seasons

Aggregate available 2025 game data into splits-only collection:

๐Ÿ’ก Tip: This only creates/updates split data (home/away, playoff/regular, vs opponent). Production acesBPI and career stats remain unchanged.
๐ŸŽฎ Step 1: Aggregate Game-Level Stats (2026+)
๐Ÿงช
TEST MODE ACTIVE
Data will be written to aggregatedPlayerStats_test โ€” production data is safe!

Select a season that uses game-level stats collection:

๐Ÿ’ก Tip: Use "Preview" first to see what will be aggregated without making any changes.
๐Ÿ”„ Step 2: Career Recalculation (Optional)

Recalculates career totals from ALL seasons (historical + game-based). Only needed if data gets out of sync.

Initializing...