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

EPJ Data Science

Santo Fortunato¹  Meysam Alizadeh²  Claudio Cioffi-Revilla³  Michael Macy⁴  Ingmar Weber⁵ 

[1] 0000 0001 0790 959X, grid.411377.7, Center for Complex Networks and Systems Research, School of Informatics, Computing, and Engineering, Indiana University, Bloomington, USA;0000 0001 2097 5006, grid.16750.35, Empirical Studies of Conflict Project, Woodrow Wilson School of Public and International Affairs, Princeton University, Princeton, USA;0000 0004 1936 8032, grid.22448.38, Computational Social Science Program, Department of Computational and Data Sciences, George Mason University, Fairfax, USA;000000041936877X, grid.5386.8, Social Dynamics Laboratory, Department of Sociology, Cornell University, Ithaca, USA;grid.466961.a, Qatar Computing Research Institute, Doha, Qatar;

关键词: Political extremism;    Psychological profile;    Language analysis;    LIWC;    Moral foundations theory;   

DOI  :  10.1140/epjds/s13688-019-0193-9

来源: publisher

【 摘 要 】

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.

【 授权许可】

CC BY