Analysis framework for Rocket League. Driven by Expected Goal (xG) modeling. Plans for more advanced models.
| RLCS 2023-24 Data | xG Model |
|---|---|
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Replays are treated as linked possession chains. Once one teams possession ends the other begins. These team possession chains are themselves a series of player possessions. This framework allows for complex analysis on pre-shot events as well as passes.
Features can be engineered on three different levels: possession chains, possessions and hits.
- Post Shot Expected Goal (PSxG)
- Expected Threat (xT)
- Expected Assist (xA)
- Pitch Control Model
