NBA Daily Pipeline
Automates the full 2025/2026 stats → rankings refresh
Pipeline Steps
0. Import Last 7 Days of Box Scores
Fetches completed NBA games from ESPN, imports missing stats (skips already-imported)
1. Aggregate Season Stats
Reads monthly game tables → rebuilds PlayerGameStatsSeason for 2025/2026
2. Populate Redraft Rankings
Clears & re-populates RedraftRanking from season stats
3. Calculate Z-Score Averages
Computes league-wide averages & std deviations → saves to StatAverages
4. Rank Players
Calculates weighted Z-scores and updates Total + Rank for each player
Fully automated. The pipeline imports the last 7 days of box scores, then rebuilds all rankings. Runs automatically at 5:00 AM EST daily. Season: 2025/2026