Authors
Mike Thelwall, Kevan Buckley, Georgios Paltoglou
Publication date
2011/2
Journal
Journal of the American Society for Information Science and Technology
Volume
62
Issue
2
Pages
406-418
Publisher
Wiley Subscription Services, Inc., A Wiley Company
Description
The microblogging site Twitter generates a constant stream of communication, some of which concerns events of general interest. An analysis of Twitter may, therefore, give insights into why particular events resonate with the population. This article reports a study of a month of English Twitter posts, assessing whether popular events are typically associated with increases in sentiment strength, as seems intuitively likely. Using the top 30 events, determined by a measure of relative increase in (general) term usage, the results give strong evidence that popular events are normally associated with increases in negative sentiment strength and some evidence that peaks of interest in events have stronger positive sentiment than the time before the peak. It seems that many positive events, such as the Oscars, are capable of generating increased negative sentiment in reaction to them. Nevertheless, the surprisingly small …
Total citations
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Scholar articles
M Thelwall, K Buckley, G Paltoglou - Journal of the American Society for Information Science …, 2011