March 2021

Modeling Plate Discipline from the KBO to MLB

Plate discipline (BB%, K%, and BB/K) is one the biggest concerns for hitters making the transition from the KBO to MLB. Using data charted for the KBO Wizard, I explored the question of projecting plate discipline from the KBO to MLB using Swing%, Contact%, and similar approach metrics, using Kim Ha-seong and Na Sung-bum‘s player […]

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How Do We Get There: Quantifying Pass Types and Their Value

Hockey / Ben Howell

Below is my submission for the 2021 Big Data Cup, hosted by Stathletes. I focused on developing a framework for measuring the value of player shots and movements, including the actions that occur before a potential assist. I outline my process for developing Expected Attack Value (xAV) below and explore some trends among common pass

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