New Media & Society · 2013 · 515 citations · 40 references
Social SciencesPolitical CommunicationPolitical SciencePolitical BehaviorPublic OpinionSocial Media AnalyticsElectionsElectoral BehaviorPublic Opinion MeasurementSentiment AnalysisSocial MediaVoting BehaviorPolitical Sentiment AnalysisScenariosSocial Media Opinion DynamicsSocial Media Political CommunicationTextual Sentiment Analysis
The growing usage of social media by a wider audience of citizens sharply increases the possibility of investigating the web as a device to explore and track political preferences. In the present paper we apply a method recently proposed by other social scientists to three different scenarios, by analyzing on one side the online popularity of Italian political leaders throughout 2011, and on the other the voting intention of French Internet users in both the 2012 presidential ballot and the subsequent legislative election. While Internet users are not necessarily representative of the whole population of a country’s citizens, our analysis shows a remarkable ability for social media to forecast electoral results, as well as a noteworthy correlation between social media and the results of traditional mass surveys. We also illustrate that the predictive ability of social media analysis strengthens as the number of citizens expressing their opinion online increases, provided that the citizens act consistently on these opinions.
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An Economic Theory of Democracy.
Edward C. Banfield, Anthony J. Downs · Midwest Journal of Political Science · 1958 · 18.9K citations
Predicting Elections with Twitter: What 140 Characters Reveal about Political Sentiment
Andranik Tumasjan, Timm O. Sprenger, Philipp Sandner et al. · Proceedings of the International AAAI Conference on Web and Social Media · 2010 · 2.7K citations · Full text
Social Sciences, Political Communication, Political Science +12
From Tweets to Polls: Linking Text Sentiment to Public Opinion Time Series
Brendan O’Connor, Ramnath Balasubramanyan, Bryan Routledge et al. · Proceedings of the International AAAI Conference on Web and Social Media · 2010 · 2K citations · Full text
Public Affairs, Political Communication, Political Science +17