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<!DOCTYPE html>
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<title>Eyal Shafran</title>
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<article>
<h2><a href="https://eyalshafran.github.io/ncaa_kaggle_v2.html">NCAA Simple Rating System</a></h2>
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<span class="label label-default">Date</span>
<span class="published">
<i class="fa fa-calendar"></i><time datetime="2020-05-10T23:00:00-06:00"> Sun 10 May 2020</time>
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<a href="https://eyalshafran.github.io/author/eyal-shafran.html"><i class="fa fa-user"></i> Eyal Shafran</a>
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<a href="https://eyalshafran.github.io/tag/data-science.html">data science</a>
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<img alt="/covers/Simple Rating System.png" src="/covers/Simple Rating System.png" style="width:600px" /> <div class="summary"><p>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.</p>
<p><small><a href="https://eyalshafran.github.io/ncaa_kaggle_v2.html#disqus_thread" data-disqus-identifier="ncaa_kaggle_v2">View comments</a>.</small></p> <a class="btn btn-default btn-xs" href="https://eyalshafran.github.io/ncaa_kaggle_v2.html">more ...</a>
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<h2><a href="https://eyalshafran.github.io/heatmaps.html">Heatmaps</a></h2>
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<i class="fa fa-calendar"></i><time datetime="2020-05-09T23:00:00-06:00"> Sat 09 May 2020</time>
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<a href="https://eyalshafran.github.io/author/eyal-shafran.html"><i class="fa fa-user"></i> Eyal Shafran</a>
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<img alt="/covers/Heatmaps.png" src="/covers/Heatmaps.png" style="width:600px" /> <div class="summary"><p>Plotting player's heatmaps.</p>
<p><small><a href="https://eyalshafran.github.io/heatmaps.html#disqus_thread" data-disqus-identifier="heatmaps">View comments</a>.</small></p> <a class="btn btn-default btn-xs" href="https://eyalshafran.github.io/heatmaps.html">more ...</a>
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<h2><a href="https://eyalshafran.github.io/ncaa_kaggle.html">NCAA Team Strength</a></h2>
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<i class="fa fa-calendar"></i><time datetime="2020-05-06T23:00:00-06:00"> Wed 06 May 2020</time>
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<a href="https://eyalshafran.github.io/tag/data-science.html">data science</a>
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<img alt="/covers/Teams Strength.png" src="/covers/Teams Strength.png" style="width:600px" /> <div class="summary"><p>Team strength calculation via regression. The team strength is going to be used as a feature in order to predict the NCAA tournament outcomes.</p>
<p><small><a href="https://eyalshafran.github.io/ncaa_kaggle.html#disqus_thread" data-disqus-identifier="ncaa_kaggle">View comments</a>.</small></p> <a class="btn btn-default btn-xs" href="https://eyalshafran.github.io/ncaa_kaggle.html">more ...</a>
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<article>
<h2><a href="https://eyalshafran.github.io/shooting-time.html">Shooting vs Game Time</a></h2>
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<span class="published">
<i class="fa fa-calendar"></i><time datetime="2019-11-24T00:00:00-07:00"> Sun 24 November 2019</time>
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<a href="https://eyalshafran.github.io/author/eyal-shafran.html"><i class="fa fa-user"></i> Eyal Shafran</a>
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<a href="https://eyalshafran.github.io/tag/python.html">python</a>
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<img alt="/covers/Shooting_PCT_vs_time.png" src="/covers/Shooting_PCT_vs_time.png" style="width:600px" /> <div class="summary"><p>Plotting shooting % as a function of game time</p>
<p><small><a href="https://eyalshafran.github.io/shooting-time.html#disqus_thread" data-disqus-identifier="shooting-time">View comments</a>.</small></p> <a class="btn btn-default btn-xs" href="https://eyalshafran.github.io/shooting-time.html">more ...</a>
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<article>
<h2><a href="https://eyalshafran.github.io/shooting-distance-efficiency.html">Shooting Distance and Efficiency</a></h2>
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<span class="published">
<i class="fa fa-calendar"></i><time datetime="2019-11-21T00:00:00-07:00"> Thu 21 November 2019</time>
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<a href="https://eyalshafran.github.io/author/eyal-shafran.html"><i class="fa fa-user"></i> Eyal Shafran</a>
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<a href="https://eyalshafran.github.io/tag/python.html">python</a>
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<img alt="/covers/EFG vs shot distance.png" src="/covers/EFG vs shot distance.png" style="width:600px" /> <div class="summary"><p>Finding the most statistically efficient shooting distances</p>
<p><small><a href="https://eyalshafran.github.io/shooting-distance-efficiency.html#disqus_thread" data-disqus-identifier="shooting-distance-efficiency">View comments</a>.</small></p> <a class="btn btn-default btn-xs" href="https://eyalshafran.github.io/shooting-distance-efficiency.html">more ...</a>
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<article>
<h2><a href="https://eyalshafran.github.io/rose-career-high.html">Derrick Rose 50 Points Game</a></h2>
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<span class="published">
<i class="fa fa-calendar"></i><time datetime="2018-11-02T00:00:00-06:00"> Fri 02 November 2018</time>
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<span class="label label-default">By</span>
<a href="https://eyalshafran.github.io/author/eyal-shafran.html"><i class="fa fa-user"></i> Eyal Shafran</a>
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<a href="https://eyalshafran.github.io/category/code.html">Code</a>
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<a href="https://eyalshafran.github.io/tag/python.html">python</a>
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<a href="https://eyalshafran.github.io/tag/viz.html">viz</a>
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<img alt="/covers/Derrick Rose 50 Points.png" src="/covers/Derrick Rose 50 Points.png" style="width:600px" /> <div class="summary"><p>Visualizing Rose's career high</p>
<p><small><a href="https://eyalshafran.github.io/rose-career-high.html#disqus_thread" data-disqus-identifier="rose-career-high">View comments</a>.</small></p> <a class="btn btn-default btn-xs" href="https://eyalshafran.github.io/rose-career-high.html">more ...</a>
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<article>
<h2><a href="https://eyalshafran.github.io/age.html">Age</a></h2>
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<span class="published">
<i class="fa fa-calendar"></i><time datetime="2018-02-01T11:59:00-07:00"> Thu 01 February 2018</time>
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<a href="https://eyalshafran.github.io/author/eyal-shafran.html"><i class="fa fa-user"></i> Eyal Shafran</a>
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<a href="https://eyalshafran.github.io/category/blog.html">Blog</a>
<span class="label label-default">Tags</span>
<a href="https://eyalshafran.github.io/tag/nba.html">NBA</a>
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<a href="https://eyalshafran.github.io/tag/age.html">Age</a>
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<a href="https://eyalshafran.github.io/tag/win.html">Win %</a>
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<img alt="/covers/age.png" src="/covers/age.png" style="width:600px" /> <div class="summary"><p>Are the Celtics too young to win a championship? Are the Cavs too old? In this post I look at historical data to try and figure out the ideal age to win a championship.</p>
<p><small><a href="https://eyalshafran.github.io/age.html#disqus_thread" data-disqus-identifier="age">View comments</a>.</small></p> <a class="btn btn-default btn-xs" href="https://eyalshafran.github.io/age.html">more ...</a>
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<article>
<h2><a href="https://eyalshafran.github.io/assists_breakdown.html">Assists Breakdown</a></h2>
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<i class="fa fa-calendar"></i><time datetime="2018-01-01T11:59:00-07:00"> Mon 01 January 2018</time>
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<a href="https://eyalshafran.github.io/author/eyal-shafran.html"><i class="fa fa-user"></i> Eyal Shafran</a>
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<a href="https://eyalshafran.github.io/tag/nba.html">NBA</a>
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<a href="https://eyalshafran.github.io/tag/assists.html">Assists</a>
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<a href="https://eyalshafran.github.io/tag/shot-chart.html">Shot chart</a>
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<img alt="/covers/assist_leaders_cover.png" src="/covers/assist_leaders_cover.png" style="width:600px" /> <div class="summary"><p>A more in depth look at assists</p>
<p><small><a href="https://eyalshafran.github.io/assists_breakdown.html#disqus_thread" data-disqus-identifier="assists_breakdown">View comments</a>.</small></p> <a class="btn btn-default btn-xs" href="https://eyalshafran.github.io/assists_breakdown.html">more ...</a>
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<h2><a href="https://eyalshafran.github.io/figure-summary-1.html">A few figures - week 1</a></h2>
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<i class="fa fa-calendar"></i><time datetime="2017-12-11T15:30:00-07:00"> Mon 11 December 2017</time>
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<a href="https://eyalshafran.github.io/tag/nba.html">NBA</a>
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<a href="https://eyalshafran.github.io/tag/cousins.html">Cousins</a>
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<a href="https://eyalshafran.github.io/tag/casspi.html">Casspi</a>
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<a href="https://eyalshafran.github.io/tag/curry.html">Curry</a>
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<img alt="/covers/Three_pointer_record.png" src="/covers/Three_pointer_record.png" style="width:600px" /> <div class="summary"><p>A few figures from accross the league</p>
<p><small><a href="https://eyalshafran.github.io/figure-summary-1.html#disqus_thread" data-disqus-identifier="figure-summary-1">View comments</a>.</small></p> <a class="btn btn-default btn-xs" href="https://eyalshafran.github.io/figure-summary-1.html">more ...</a>
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<article>
<h2><a href="https://eyalshafran.github.io/shot-creation.html">Which Players Create Their Own Shots</a></h2>
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<span class="label label-default">Date</span>
<span class="published">
<i class="fa fa-calendar"></i><time datetime="2017-11-29T07:30:00-07:00"> Wed 29 November 2017</time>
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<a href="https://eyalshafran.github.io/author/eyal-shafran.html"><i class="fa fa-user"></i> Eyal Shafran</a>
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<a href="https://eyalshafran.github.io/category/blog.html">Blog</a>
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<a href="https://eyalshafran.github.io/tag/efg.html">EFG</a>
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<a href="https://eyalshafran.github.io/tag/unassisted-fgm.html">Unassisted FGM</a>
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<a href="https://eyalshafran.github.io/tag/nba.html">NBA</a>
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<img alt="/images/shot_creation.png" src="/images/shot_creation.png" style="width:600px" /> <div class="summary"><p>Some players create their own shots and others depend more on their teammates.</p>
<p><small><a href="https://eyalshafran.github.io/shot-creation.html#disqus_thread" data-disqus-identifier="shot-creation">View comments</a>.</small></p> <a class="btn btn-default btn-xs" href="https://eyalshafran.github.io/shot-creation.html">more ...</a>
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