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NFL Stats Analysis

Dennis Nguyen, Brett Lambert


This project will be on one of two projects: predicting draft prospect success based on draft position, player position, combine stats, etc. We would attempt to answer question such as whether certain positions are over or under drafted, which stats are relevant to future performance among others. There will be two parts, quantifying a player's impact on a team, and building a model to predict that performance based on pre-draft statistics. We will have lots of data to work with but there will be a moderate amount of data cleaning.
Alternately, we might do an analysis of key game moments using a machine learning model (potentially a hidden Markov model). For this, we already have play by play data set selected.

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