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arXiv:1309.2402cs.SI

Anger is More Influential Than Joy: Sentiment Correlation in Weibo

Rui Fan, Jichang Zhao, Yan Chen, Ke Xu

Early discovery. Linked by one identifiable commenter. This paper is outside the main ranking; a mention is not an endorsement.

Abstract

Recent years have witnessed the tremendous growth of the online social media. In China, Weibo, a Twitter-like service, has attracted more than 500 million users in less than four years. Connected by online social ties, different users influence each other emotionally. We find the correlation of anger among users is significantly higher than that of joy, which indicates that angry emotion could spread more quickly and broadly in the network. While the correlation of sadness is surprisingly low and highly fluctuated. Moreover, there is a stronger sentiment correlation between a pair of users if they share more interactions. And users with larger number of friends posses more significant sentiment influence to their neighborhoods. Our findings could provide insights for modeling sentiment influence and propagation in online social networks.

arXiv comments
Journal reference
PLoS ONE 9(10): e110184, 2014
DOI
doi:10.1371/journal.pone.0110184
Subjects
cs.SISocial and Information Networks physics.soc-phPhysics and Society

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Linked by 1 identifiable commenter in 1 comment across 1 thread, from Aug 2016 to Aug 2016. Found in 1 HN submission from Sep 2013 to Sep 2013. Open submission discussions.

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Discussed in comments1 thread

    • Well I don't know about hacker news, but there is a study that says anger is the most viral feeling in social media, e.g. twitter. http://arxiv.org/pdf/1309.2402v1.pdf

      throwaway13337View on HNParent context

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