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Patterns of partisan toxicity and engagement reveal the common structure of online political communication across countries

Falkenberg, M. ORCID: 0000-0002-2986-2494, Zollo, F. ORCID: 0000-0002-0833-5388, Quattrociocchi, W. ORCID: 0000-0002-4374-9324 , Pfeffer, J. ORCID: 0000-0002-1677-150X & Baronchelli, A. ORCID: 0000-0002-0255-0829 (2024). Patterns of partisan toxicity and engagement reveal the common structure of online political communication across countries. Nature Communications, 15(1), article number 9560. doi: 10.1038/s41467-024-53868-0

Abstract

Existing studies of political polarization are often limited to a single country and one form of polarization, hindering a comprehensive understanding of the phenomenon. Here we investigate patterns of polarization online across nine countries (Canada, France, Germany, Italy, Poland, Spain, Turkey, UK, USA), focusing on the structure of political interaction networks, the use of toxic language targeting out-groups, and how these factors relate to user engagement. First, we show that political interaction networks are structurally polarized on Twitter (currently X). Second, we reveal that out-group interactions, defined by the network, are more toxic than in-group interactions, indicative of affective polarization. Third, we show that out-group interactions receive lower engagement than in-group interactions. Finally, we identify a common ally-enemy structure in political interactions, show that political mentions are more toxic than apolitical mentions, and highlight that interactions between politically engaged accounts are limited and rarely reciprocated. These results hold across countries and represent a step towards a stronger cross-country understanding of polarization.

Publication Type: Article
Additional Information: This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if you modified the licensed material. You do not have permission under this licence to share adapted material derived from this article or parts of it. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc-nd/4.0/.
Subjects: H Social Sciences > HN Social history and conditions. Social problems. Social reform
J Political Science > JA Political science (General)
J Political Science > JZ International relations
Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Departments: School of Science & Technology
School of Science & Technology > Mathematics
SWORD Depositor:
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