Eyal Shafran
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NCAA Simple Rating System

Date Sun 10 May 2020 By Eyal Shafran Category Code Tags data science / ncaa / regression
/covers/Simple Rating System.png

Team strength calculation via regression. This regression method is going to be compared to the one in the post Team Strength. The method that is a better predictor of the NCAA tournament is going to be used as a feature in order to predict the tournament outcomes.

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Heatmaps

Date Sat 09 May 2020 By Eyal Shafran Category Code Tags heatmaps / viz
/covers/Heatmaps.png

Plotting player's heatmaps.

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NCAA Team Strength

Date Wed 06 May 2020 By Eyal Shafran Category Code Tags data science / ncaa / regression
/covers/Teams Strength.png

Team strength calculation via regression. The team strength is going to be used as a feature in order to predict the NCAA tournament outcomes.

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Shooting vs Game Time

Date Sun 24 November 2019 By Eyal Shafran Category Code Tags python / viz / tableau
/covers/Shooting_PCT_vs_time.png

Plotting shooting % as a function of game time

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Shooting Distance and Efficiency

Date Thu 21 November 2019 By Eyal Shafran Category Code Tags python / viz / tableau
/covers/EFG vs shot distance.png

Finding the most statistically efficient shooting distances

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Derrick Rose 50 Points Game

Date Fri 02 November 2018 By Eyal Shafran Category Code Tags python / viz
/covers/Derrick Rose 50 Points.png

Visualizing Rose's career high

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Scraping Basketball Reference

Date Wed 18 October 2017 By Eyal Category Code Tags python / NBA / web scraping / basketball-reference

In this post I'm going to scrape www.basketball-reference.com in order to get some generic information for every player that played in the NBA. I'm also going to get population data per state from wikipedia.

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