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Twitter should be an ideal place to get a fresh read on how different issues are playing with the public, one that's potentially more reflective of democracy in this new media age than traditional polls. Pollsters typically ask people a fixed set of questions, while in social media people use their own voices to speak about whatever is on their minds. However, the demographic distribution of users on Twitter is not representative of the general population. In this paper, we present adoi:10.18653/v1/p17-2076 dblp:conf/acl/VijayaraghavanV17 fatcat:5ifzroxslrbrzfejy55ifrqjeq