Hockey Shot Analysis

Overview

This repo analyzes hockey shot data provided by Moneypuck to determine external factors affecting goaltender performance.

File Structure

The repo is structured as:

• data/raw_data contains the raw data as obtained from Moneypuck.
• data/analysis_data contains the cleaned dataset that was constructed.
• model contains fitted models.
• other contains details about LLM chat interactions, and sketches.
• paper contains the files used to generate the paper, including the Quarto document and reference bibliography file, as well as the PDF of the paper.
• scripts contains the R scripts used to simulate, download and clean data.

Statement on LLM usage

Aspects of the code were written with the help of ChatGPT4o. Chat logs are available in inputs/llms/usage.txt.