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Category: Uncategorized

Posted onOctober 31, 2022October 31, 2022Uncategorized

What are Elo Ratings in Sports Analytics and Gaming?

by jdashbrock

From the classical application in professional chess to FiveThirtyEight’s basketball and baseball models to even online esports and gaming like League of Legends, the Elo…

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Posted onJuly 25, 2022July 25, 2022Uncategorized

Use Median Points Scored in Fantasy, Not Mean (and 2022 QB Ranking Implications!)

by jdashbrock1 Comment on Use Median Points Scored in Fantasy, Not Mean (and 2022 QB Ranking Implications!)

I claim that in fantasy football, median points scored is a better metric for evaluating player quality than mean points scored is. A player with…

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Posted onFebruary 13, 2022January 31, 2023Uncategorized

Web Scraping Sports Data: A BeautifulSoup Tutorial with Selenium

by jdashbrock

In a nutshell, the timeline of an analytics project goes: start with a question or idea, formulate a method to study this question, web scraping…

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Posted onDecember 16, 2021December 16, 2021Uncategorized

Analyzing Chess Elo: Does Ian Nepomniachtchi Tilt?

by jdashbrock

In honor of the recently completed 2021 World Chess Championship, I wanted to take the opportunity to analyze Chess Elo ratings in order to see…

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Posted onMarch 18, 2021March 18, 2021Basketball

March Madness Machine Learning 2020

by jdashbrock

Not a single sporting event causes more debate, excitement, talk of ‘strength of schedule’, and interest in analytics as March Madness. Every budding data scientist…

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Posted onAugust 7, 2020August 7, 2020Uncategorized

The Data Jocks Appeared on the Latest Episode of Pod is Life

by jdashbrock

I spoke to an old friend of mine, Harry Wahl, yesterday on his podcast, Pod is Life. We discussed everything analytics including the baseball restart,…

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Posted onJune 26, 2020July 15, 2020Baseball

Using Run Expectancy to Value Intentional Walks

by jdashbrock

Barry Bonds has been intentionally walked more than twice as much as any other player in the history of baseball. Even if you just account…

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