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The mass shooting at Sandy Hook elementary school on December 14, 2012catalyzed a year of active debate and legislation on gun control in the UnitedStates. Social media hosted an active public discussion where people expressedtheir support and opposition to a variety of issues surrounding gunlegislation. In this paper, we show how a content-based analysis of Twitterdata can provide insights and understanding into this debate. We estimate therelative support and opposition to gun control measures, along with a topicanalysis of each camp by analyzing over 70 million gun-related tweets from2013. We focus on spikes in conversation surrounding major events related toguns throughout the year. Our general approach can be applied to otherimportant public health and political issues to analyze the prevalence andnature of public opinion.

After Sandy Hook Elementary: A Year in the Gun Control Debate on Twitter