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With the rapid growth of user generated content on blogs, forums, social networking and microblogging sites, social media analytics has become popular research topic in many different domains in order to shape marketing activities, management strategies, forecast trends, and for better understanding of consumers. Information spreads rapidly through social media sites and has a big impact on shaping public opinion. Negative comments about company, brand or a product/service can have drastic effects on the companys ...