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Analytics Notebook

Methodology deep-dives and game reviews built from public PWHL data.

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SlotWorkPWHL · Analytics

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This site is an independent research project and is not affiliated with, endorsed by, or sponsored by the Professional Women's Hockey League (PWHL) or any of its member clubs. All team names, logos, marks, and player and prospect images are the property of their respective owners and are used here for identification purposes only.

Game and play-by-play data sourced from the PWHL's public stats feed. NCAA prospect data sourced from EliteProspects.com. Expected goals (xG), goals saved above expected (GSAx), and other derived metrics are computed independently on this site and are not official league statistics.

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