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Social media provides a medium for people to express themselves on different issues. Twitter has gained a lot of popularity in the past decade as a social media platform where people create micro-blogs providing a valuable data source to understand trends and public opinion. However, the volume of tweets even on specific topics may reach millions creating a big challenge for the analyst. Clustering...