It is observed that users tend to like and follow a particular type music/movies based on their social interests. Users like music of particular artists, album; movies/TV shows of a particular actor, director, genre, etc. Generally, peer-to-peer networks do not use this vital information to perform effective search using the metadata of media files. This information can be used to create social profile of users and cluster the peers based on their interests as reflected in the social profiles. This clustering of users over a peer-to-peer network will help in finding the users their interested files more easily.