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Influence of fake news in Twitter during the 2016 US presidential election
by
Makse, Hernán A.
, Bovet, Alexandre
in
639/766/530/2801
/ 639/766/530/2804
/ 706/689/112
/ 706/689/454
/ Elections
/ Humanities and Social Sciences
/ Influence
/ Information dissemination
/ Information flow
/ multidisciplinary
/ News
/ Presidential elections
/ Science
/ Science (multidisciplinary)
/ Social networks
/ Spreaders
2019
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Influence of fake news in Twitter during the 2016 US presidential election
by
Makse, Hernán A.
, Bovet, Alexandre
in
639/766/530/2801
/ 639/766/530/2804
/ 706/689/112
/ 706/689/454
/ Elections
/ Humanities and Social Sciences
/ Influence
/ Information dissemination
/ Information flow
/ multidisciplinary
/ News
/ Presidential elections
/ Science
/ Science (multidisciplinary)
/ Social networks
/ Spreaders
2019
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Do you wish to request the book?
Influence of fake news in Twitter during the 2016 US presidential election
by
Makse, Hernán A.
, Bovet, Alexandre
in
639/766/530/2801
/ 639/766/530/2804
/ 706/689/112
/ 706/689/454
/ Elections
/ Humanities and Social Sciences
/ Influence
/ Information dissemination
/ Information flow
/ multidisciplinary
/ News
/ Presidential elections
/ Science
/ Science (multidisciplinary)
/ Social networks
/ Spreaders
2019
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Influence of fake news in Twitter during the 2016 US presidential election
Journal Article
Influence of fake news in Twitter during the 2016 US presidential election
2019
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Overview
The dynamics and influence of fake news on Twitter during the 2016 US presidential election remains to be clarified. Here, we use a dataset of 171 million tweets in the five months preceding the election day to identify 30 million tweets, from 2.2 million users, which contain a link to news outlets. Based on a classification of news outlets curated by
www.opensources.co
, we find that 25% of these tweets spread either fake or extremely biased news. We characterize the networks of information flow to find the most influential spreaders of fake and traditional news and use causal modeling to uncover how fake news influenced the presidential election. We find that, while top influencers spreading traditional center and left leaning news largely influence the activity of Clinton supporters, this causality is reversed for the fake news: the activity of Trump supporters influences the dynamics of the top fake news spreaders.
The influence of 'fake news’, spread via social media, has been much discussed in the context of the 2016 US presidential election. Here, the authors use data on 30 million tweets to show how content classified as fake news diffused on Twitter before the election.
Publisher
Nature Publishing Group UK,Nature Publishing Group,Nature Portfolio
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