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Expanding The Edinburgh Twitter FSD Corpus  
First Story Detection (FSD) Twitter Corpus  
SocialBM0311  Arkaitz Zubiaga - SocialBM0311 is a large-scale social tagging/bookmarking dataset collected from Delicious.com. It contains the complete bookmarking activity for almost 2 million users from the launch of the social bookmarking website in 2003 to the end of March 2011.
Twitter lexicon  
Twitter Social Graph