I have been watching the NBA for many years now, and I also collect some basketball cards. I wanted to take a deeper dive into their game statistics and hopefully to find out more about the player and possible trends and play styles. This analysis will look at their recent 100 games.
The repo is structured as:
data/raw_datacontains the raw data as obtained from https://www.espn.com/nba/data/analysis_datacontains the cleaned dataset that was constructed.modelcontains fitted models.othercontains relevant literature, details about LLM chat interactions, and sketches.papercontains the files used to generate the paper, including the Quarto document and reference bibliography file, as well as the PDF of the paper.scriptscontains the R scripts used to simulate, download and clean data.
No LLMs were used for this paper