Skip to main content
P
PWHLAnalytics
Data Room · Derived Metrics · v.2026

Our models,
as CSV.

The outputs of every model we run on this site — xG, GSAx, RAPM, WAR, passing connections, playoff odds — plus our game-level aggregates and the minimal join-key tables you need to use them. Long-format, zipped, CC BY 4.0. Regenerated with each publish.

This is not the PWHL's play-by-play feed. Raw events, shifts, box scores, coordinate-level shots, and player biographical records are intentionally excluded — those belong to the league and its data vendor.

License
CC BY 4.0 on bundle contents. Credit slotwork.com.
Scope
Derived metrics + public facts. No PWHL PxP, no EP bio.
Methodology
README not yet generated
Loading catalog…
Colophon

SlotWork is an independent research project and is not affiliated with, endorsed by, or sponsored by the Professional Women's Hockey League, its teams, or its broadcast partners. Player and team names are used nominatively to identify publicly-reported game results. All derived metrics (xG, GSAx, RAPM, WAR, playoff odds, passing connections, zone transitions) are unofficial and computed independently on this site.

Internal identifiers in this bundle are SlotWork's own — we do not republish the PWHL's or HockeyTech's primary keys. Schemas are not versioned; columns may be added between publishes. Questions or research collaboration: hello@slotwork.com.

Manifest ·

↓ Download data · CSV

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.

© 2026 · Built for research and discussion. Bugs, ideas, or feedback? hello@slotwork.com