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TweetRank is an attempt to combine the PageRank algorithm with the Twitter data available through the Twitter API. The purpose is to take the ideas of PageRank to provide an improved search functionality for tweets regarding their importance and relevance. TweetRank consists of seperated components for crawling, computation and scoring to improve flexibility and scalability.