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In this paper we investigate to what extent the trending topics in Twitter, a popular social network, are manipulated by spammers. Researchers have developed various models for spam detection in social media, but there has been little analysis on the effects of spam on Twitter's trending topics. We gathered over 9 million tweets in Twitter's hourly trending(More)
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