Best Advanced Stats Resources

Rating:
5/5,
  1. BestPlayerAvailable
    I am new to advanced stats but these are some of the best resources I have found so far.

    JFresh's Patreon: $5 a month. Includes Player and Team Cards and Tableau Workbooks that use Patrick Bacon's WAR model and other statistics.

    Link: https://www.patreon.com/jfreshhockey/posts
    Explanation of this WAR model: Wins Above Replacement — High Level Overview
    More info: Patrick Bacon – Medium

    Screenshots:
    upload_2021-4-14_1-41-33.png

    upload_2021-4-14_1-13-26.png

    Evolving-Hockey:
    Ton of good stats. Really nice platform with a ton of player and team stats, contract evaluations, and more. A lot is free but some requires a $5 Patreon subscription.

    Link: Evolving-Hockey.com | Home
    Patreon: https://www.patreon.com/evolvinghockey/posts
    More info:
    Evolving-Hockey.com | References
    Evolving-Hockey.com | Glossary

    Screenshots:
    upload_2021-4-14_1-29-17.png
    upload_2021-4-14_1-29-50.png

    Natural Stat Trick: Pretty much completely free, a few smaller things behind Patreon paywall. Awesome live game reports, With and without reports, Player stats, team stats and more.

    Link: Natural Stat Trick
    Patreon: Natural Stat Trick is creating a source for hockey stats | Patreon
    More info: Natural Stat Trick - Glossary

    Screenshots:
    upload_2021-4-14_1-30-24.png

    upload_2021-4-14_1-30-36.png
    upload_2021-4-14_1-31-2.png

    Elite Prospects Premium: $9 a month or $99 for the year. Sure most people know of this site. Nothing crazy advanced here (as far as I have seen so far) but some neat features with Premium like Player Game Logs, Player Comparison, Agent data, Draft Center and EP Rinkside which has some awesome writers and great articles.

    Link: Elite Prospects - Hockey Players, Stats and Transactions

    Screenshots:
    upload_2021-4-14_1-33-40.png

    upload_2021-4-14_1-36-33.png
    upload_2021-4-14_1-37-43.png

    Some other stuff:
    Kaggle data sets: Haven't explored this much yet but looks like a ton of data sets to mess around with.
    Kaggle: Your Machine Learning and Data Science Community
    5-8 min game highlights: Sportsnet NHL Highlights YouTube Playlist
    Line combos: Line Combinations: Daily NHL Hockey Line Combos - Daily Faceoff
    Salaries and Cap Info: CapFriendly - CapFriendly - NHL Salary Caps
    Win probs, player, team, and other misc data: MoneyPuck.com -NHL Analytics, Playoff Odds, Power Rankings, Player Stats
    Other stats: QuantHockey.com

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