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Gadiraju, U.K. (author)Depending on the needs of a user, searching on Twitter streams has proven to be very useful for a wide range of applications. Twitter however, has large volumes of information available in the form of tweets, that are shared by mil- lions of users. We have observed that many of these tweets contain mutually redundant information and due to this,...master thesis 2012