Sentiment, emotion, purpose, and style in electoral tweets
We automatically compile a dataset of 2012 US presidential election tweets. We annotate the tweets for sentiment, emotion, style, and purpose. We show that the tweets convey negative emotions twice as often as positive. We describe two automatic systems that predict emotion and purpose in tweets.
emotions purpose elections tweets sentiment analysis crowdsourcing