TY - JOUR
T1 - Patterns of partisan toxicity and engagement reveal the common structure of online political communication across countries
AU - Falkenberg, Max
AU - Zollo, Fabiana
AU - Quattrociocchi, Walter
AU - Pfeffer, Jürgen
AU - Baronchelli, Andrea
N1 - © 2024. The Author(s).
PY - 2024/11/14
Y1 - 2024/11/14
N2 - 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.
AB - 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.
KW - Canada
KW - Communication
KW - Europe
KW - France
KW - Germany
KW - Humans
KW - Italy
KW - Poland
KW - Politics
KW - Social Media
KW - Spain
KW - Turkey
KW - United Kingdom
KW - United States
UR - http://www.scopus.com/inward/record.url?scp=85209096174&partnerID=8YFLogxK
U2 - 10.1038/s41467-024-53868-0
DO - 10.1038/s41467-024-53868-0
M3 - Article
C2 - 39543121
AN - SCOPUS:85209096174
SN - 2041-1723
VL - 15
SP - 9560
JO - Nature Communications
JF - Nature Communications
IS - 1
M1 - 9560
ER -