For my Insight project I created beersomme, a bar recommender app based on beer preference. I scraped beer descriptions from Ratebeer and extracted keywords relevant to the flavor of each beer. Using these features, I found which beers were most similar to each other. To find nearby beers, I used local beer check-in information from Untappd to act as a proxy for beer lists. By combining these data sources, I provide recommendations to the user on where to get their next beer.