Twitter currently extracts 'trending topics' from the entire tweet database, many of which will not be relevant to the user. The interests of the user are more accurately portrayed by his followees' tweets, so we extract trending topics from this subset of users to make them more relevant. A similar analysis can be applied to Twitter lists.