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Social media is one of the popular source for information retrieval and also it is being used for sharing day-to-day events of our lives and the incidents which are happening around the world. Twitter can be used as microblogging service used to discover events and news in real time from anywhere in the World. Twitter posts are generally short and can be generated constantly, so we can say that they are well-suited sources of streaming data for opinion mining and sentiment polarity detection.doi:10.5121/ijsc.2014.5102 fatcat:gv4xukgctjgelnmigjqobsohtu