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Social media is often used by researchers as an approach to obtainingreal-time data on people's activities and thoughts. Twitter, as one of the mostpopular social networking services nowadays, provides copious informationstreams on various topics and events. Mining and analyzing Tweets enable us tofind public reactions and emotions to activities or objects. This paperpresents an interactive visualization tool that identifies and visualizespeople's emotions on any two related topics by streaming and processing datafrom Twitter. The effectiveness of this visualization was evaluated anddemonstrated by a feasibility study with 14 participants.

Plexus: An Interactive Visualization Tool for Analyzing Public Emotions from Twitter Data