Psychology and morality of political extremists: evidence from Twitter language analysis of alt-right and Antifa

Abstract The recent rise of the political extremism in Western countries has spurred renewed interest in the psychological and moral appeal of political extremism. Empirical support for the psychological explanation using surveys has been limited by lack of access to extremist groups, while field st...

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Main Authors: Meysam Alizadeh, Ingmar Weber, Claudio Cioffi-Revilla, Santo Fortunato, Michael Macy
Format: Article
Language:English
Published: SpringerOpen 2019-05-01
Series:EPJ Data Science
Subjects:
Online Access:http://link.springer.com/article/10.1140/epjds/s13688-019-0193-9
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spelling doaj-feeceda7eead48c4bf62c035e8b6b43b2020-11-25T02:48:19ZengSpringerOpenEPJ Data Science2193-11272019-05-018113510.1140/epjds/s13688-019-0193-9Psychology and morality of political extremists: evidence from Twitter language analysis of alt-right and AntifaMeysam Alizadeh0Ingmar Weber1Claudio Cioffi-Revilla2Santo Fortunato3Michael Macy4Empirical Studies of Conflict Project, Woodrow Wilson School of Public and International Affairs, Princeton UniversityQatar Computing Research InstituteComputational Social Science Program, Department of Computational and Data Sciences, George Mason UniversityCenter for Complex Networks and Systems Research, School of Informatics, Computing, and Engineering, Indiana UniversitySocial Dynamics Laboratory, Department of Sociology, Cornell UniversityAbstract The recent rise of the political extremism in Western countries has spurred renewed interest in the psychological and moral appeal of political extremism. Empirical support for the psychological explanation using surveys has been limited by lack of access to extremist groups, while field studies have missed psychological measures and failed to compare extremists with contrast groups. We revisit the debate over the psychological and moral appeal of extremism in the U.S. context by analyzing Twitter data of 10,000 political extremists and comparing their text-based psychological constructs with those of 5000 liberal and 5000 conservative users. The results reveal that extremists show a lower positive emotion and a higher negative emotion than partisan users, but their differences in certainty is not significant. In addition, while left-wing extremists express more language indicative of anxiety than liberals, right-wing extremists express lower anxiety than conservatives. Moreover, our results mostly lend support to Moral Foundations Theory for partisan users and extend it to the political extremists. With the exception of ingroup loyalty, we found evidences supporting the Moral Foundations Theory among left- and right-wing extremists. However, we found no evidence for elevated moral foundations among political extremists.http://link.springer.com/article/10.1140/epjds/s13688-019-0193-9Political extremismPsychological profileLanguage analysisLIWCMoral foundations theory
collection DOAJ
language English
format Article
sources DOAJ
author Meysam Alizadeh
Ingmar Weber
Claudio Cioffi-Revilla
Santo Fortunato
Michael Macy
spellingShingle Meysam Alizadeh
Ingmar Weber
Claudio Cioffi-Revilla
Santo Fortunato
Michael Macy
Psychology and morality of political extremists: evidence from Twitter language analysis of alt-right and Antifa
EPJ Data Science
Political extremism
Psychological profile
Language analysis
LIWC
Moral foundations theory
author_facet Meysam Alizadeh
Ingmar Weber
Claudio Cioffi-Revilla
Santo Fortunato
Michael Macy
author_sort Meysam Alizadeh
title Psychology and morality of political extremists: evidence from Twitter language analysis of alt-right and Antifa
title_short Psychology and morality of political extremists: evidence from Twitter language analysis of alt-right and Antifa
title_full Psychology and morality of political extremists: evidence from Twitter language analysis of alt-right and Antifa
title_fullStr Psychology and morality of political extremists: evidence from Twitter language analysis of alt-right and Antifa
title_full_unstemmed Psychology and morality of political extremists: evidence from Twitter language analysis of alt-right and Antifa
title_sort psychology and morality of political extremists: evidence from twitter language analysis of alt-right and antifa
publisher SpringerOpen
series EPJ Data Science
issn 2193-1127
publishDate 2019-05-01
description Abstract The recent rise of the political extremism in Western countries has spurred renewed interest in the psychological and moral appeal of political extremism. Empirical support for the psychological explanation using surveys has been limited by lack of access to extremist groups, while field studies have missed psychological measures and failed to compare extremists with contrast groups. We revisit the debate over the psychological and moral appeal of extremism in the U.S. context by analyzing Twitter data of 10,000 political extremists and comparing their text-based psychological constructs with those of 5000 liberal and 5000 conservative users. The results reveal that extremists show a lower positive emotion and a higher negative emotion than partisan users, but their differences in certainty is not significant. In addition, while left-wing extremists express more language indicative of anxiety than liberals, right-wing extremists express lower anxiety than conservatives. Moreover, our results mostly lend support to Moral Foundations Theory for partisan users and extend it to the political extremists. With the exception of ingroup loyalty, we found evidences supporting the Moral Foundations Theory among left- and right-wing extremists. However, we found no evidence for elevated moral foundations among political extremists.
topic Political extremism
Psychological profile
Language analysis
LIWC
Moral foundations theory
url http://link.springer.com/article/10.1140/epjds/s13688-019-0193-9
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