This talk is about the usage of Hadoop at Last.fm, a community-driven music discovery website. We will go through the main types of data Last.fm stores in Hadoop, explain why we need Hadoop to store and process our data, give examples of what we do with it, and mention some of the additional tools from the Hadoop ecosystem on which we rely for getting these things done.