Demo link: http://twitterpredictor.cloudapp.net (pswd: twitpredMSR2014)
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The dataset contains raw tweets annotated with:
 - 6 Ekman’s emotions (joy, anger, disgust, fear, sadness, surprise 28,962 tweets);
 - emotion synonyms collected using GoogleSynSets, Rogers Thesaurus and WordNetAffect (24,278 tweets).