Marginal Revolution Book Rankings

Tyler and Alex's favorites from Marginal Revolution

How it works: I scraped every post categorized under 'books'. Then extracted book titles and relevant review context from each post. I then submitted a couple million pairs of reviews to an LLM to compare and determine which book review had more positive sentiment. I used these comparisons to fit a Bradley-Terry model which produces these rankings. I racked up a gemini bill so stopped shy of exhaustive 16 million comparisons, so it's not perfect, but roughly accurate.