On the season finale of Ice Analytics, I am joined by HB Analytics. We discuss the evolution of hockey visualization, the most relevant metrics and future projects - including a new GAR model! Stay tuned to Ice-Analytics.com for updates on all of my future endeavours!

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What are age curves? When do forwards and defense reach their prime? Which players have defied expectations? Find out the answers to these questions (and many more) on this episode of Ice Analytics. I will be joined on the Stat Chat by Matthew Klink, co-host of The Discussion Five Podcast to talk about the Detroit Red Wings.

You can find them at Evolving-Hockey.com and subscribe to be a Patreon to access all of their advanced analytics.

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This entire episode is dedicated to a conversation with Luke from Evolving Hockey. We chat about the current landscape of hockey analytics as well as the contribution that Evolving Hockey has made to revolutionize the discipline.

You can find them at Evolving-Hockey.com and subscribe to be a Patreon to access all of their advanced analytics.

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Why were so many coaches fired this year compared to previous seasons? How did teams perform after they replaced their coach? Find out the answers to these questions on this episode of Ice Analytics. I will be joined on the Stat Chat by Isha Jahromi, co-founder of The Hockey Podcast Network and host of The Sota Pod.

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Yesterday, I released a new set of data visualizations called Annual Rate Charts (ARCs). What are Annual Rate Charts? How are they different from other analytics? How are these numbers calculated? Find out the answers to these questions on this episode of Ice Analytics. You can find these charts at https://public.tableau.com/profile/statsenforcer and the documentation at StatsEnforcer.com.

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Which teams have benefited from having the most "luck" over the past decade? Which teams have had bad "luck"? Find out the answers to these questions on this episode of Ice Analytics. I will be joined by Andy Hammond from The Broadway Boys Hockey Podcast to get his thoughts on the Rangers' bad luck over the years.

Show notes are available at www.StatsEnforcer.com. Follow us on Twitter: @iceanalytics @Stats_Enforcer @hockeypodnet

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Which teams are top-heavy and rely on a few forwards to generate offense? Which teams have more balanced scoring throughout their lineup? Are balanced teams more successful than top-heavy teams?

Find out the answers to these questions on this episode of Ice Analytics. I will be joined by Jon from The Oil Country Podcast to get his thoughts on the Oilers, the most top-heavy team in consecutive seasons.

Show notes are available at www.StatsEnforcer.com. Follow us on Twitter: @iceanalytics @Stats_Enforcer @hockeypodnet

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What is the relationship between hitting and penalties? Do players and teams that hit more often receive more penalties? Find out the answers to these questions on this episode of Ice Analytics. I will be joined by TJ and The Grumpy Old Man from the Never Say Die Podcast to talk about the Islanders, the most disciplined and physical team in the league.

Show notes are available at www.StatsEnforcer.com. Follow us on Twitter: @iceanalytics @Stats_Enforcer @hockeypodnet

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What is the loser point and what are its alternatives? How would a winner-take-all or tiered point system change the playoff picture? Find out the answers to these questions on this episode of Ice Analytics. I will be joined by Shane Ryan from the SENSturion Overtaking Podcast to chat about the Senators and ways to improve the NHL.

Show notes are available at www.StatsEnforcer.com. Follow us on Twitter: @iceanalytics @Stats_Enforcer @hockeypodnet

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How does the back-to-back impact team performance? Which teams have performed the best with no rest? Find out the answers to these questions on this episode of Ice Analytics.

I will be joined by Michael Farley from the Clean Skate Pod to chat about the Dallas Stars, a team that has performed poorly in back-to-back games over the past decade.

Show notes are available at www.StatsEnforcer.com.

Follow us on Twitter: @iceanalytics @Stats_Enforcer @hockeypodnet

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