Created by Last.fm user shoxrocks, and taking advantage of the ever-so-powerful AudioScrobbler, Last.fm Tools is a series of visualization tools to better understand hidden patterns within Last.fm.The two images shown here highlight two of the tools made available by shoxrocks. Image 1 represents the Friends Graph, which allows the creation of a graph showing a user's network of friends (it will show up to 50 users). Image 2 highlights the Similar Artists Graph, which allows the creation of a map of similar artists within Last.fm (the threshold will determine the similarity in percentage).