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CRUMPLED JUMPER

MY FAVORITE BASKETBALL PROJECTS.

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Project Type: Useful

June 15, 2020

Clustering by role

Using clustering algorithms to group players by offensive role based on Synergy play-type data.

May 6, 2019

Lineup fit

Optimizing lineup fit based on combinations of the players’ skill sets and sizes.

May 5, 2019

Rebound tracking

Finding better strategies for offensive rebounding.

May 4, 2019

Shot selection

Looking at trends in shot selection using charts, interactive dashboards, and animation.

May 4, 2019

Simulating game results

Sampling from distributions of play- and possession-outcomes to create probability-based simulations of basketball games.

May 2, 2019

Passing charts

Tracing the path of assists to highlight passing tendencies.

May 1, 2019

Injury prevention

Thinking about how rest days and injuries can impact a player’s energy level and performance.

April 1, 2019

Modeling historic data

Evaluating how things like a team’s pace of play, talent distribution, and roster continuity impact the odds of postseason success.

November 11, 2017

Hot hand

Inferring changes in players’ confidence after sequences of made or missed shots.

November 9, 2017

Rotations

Substitution patterns from play-by-play data.

Contact me:

Email crumpledpaperjumper@gmail.com
Follow @crumpledjumper on Twitter
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