NFL Big Data Bowl 2026 — Pre-Snap Predictor

🏈 Predicting post-snap outcomes using NFL pre-snap tracking data.

Objective

Use pre-snap frames and metadata to model post-snap events such as:

• Play type (run/pass)
• Route combinations
• Defensive coverages and motion deception

Data Sources

• tracking_week_1–9.csv (pre-snap only)
• plays.csv
• player_play.csv
• players.csv
• games.csv

Repo Structure

• /data: Raw and processed datasets
• /notebooks: EDA and experiments
• /src: Feature engineering and model scripts

Requirements