Finding your next book can be difficult, given the sheer volume of choices. Readers often rely on personal recommendations, but as the number of available books grows, a more systematic approach can be beneficial. In this project, we used data scraped from Goodreads to develop a book recommendation system designed to help readers discover new books that match their preferences.