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Twitter Language Use Reflects Psychological Differences between Democrats and Republicans

Previous research has shown that political leanings correlate with various psychological factors. While surveys and experiments provide a rich source of information for political psychology, data from social networks can offer more naturalistic and robust material for analysis. This research investi...

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Detalles Bibliográficos
Autores principales: Sylwester, Karolina, Purver, Matthew
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4574198/
https://www.ncbi.nlm.nih.gov/pubmed/26375581
http://dx.doi.org/10.1371/journal.pone.0137422
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author Sylwester, Karolina
Purver, Matthew
author_facet Sylwester, Karolina
Purver, Matthew
author_sort Sylwester, Karolina
collection PubMed
description Previous research has shown that political leanings correlate with various psychological factors. While surveys and experiments provide a rich source of information for political psychology, data from social networks can offer more naturalistic and robust material for analysis. This research investigates psychological differences between individuals of different political orientations on a social networking platform, Twitter. Based on previous findings, we hypothesized that the language used by liberals emphasizes their perception of uniqueness, contains more swear words, more anxiety-related words and more feeling-related words than conservatives’ language. Conversely, we predicted that the language of conservatives emphasizes group membership and contains more references to achievement and religion than liberals’ language. We analysed Twitter timelines of 5,373 followers of three Twitter accounts of the American Democratic and 5,386 followers of three accounts of the Republican parties’ Congressional Organizations. The results support most of the predictions and previous findings, confirming that Twitter behaviour offers valid insights to offline behaviour.
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spelling pubmed-45741982015-09-18 Twitter Language Use Reflects Psychological Differences between Democrats and Republicans Sylwester, Karolina Purver, Matthew PLoS One Research Article Previous research has shown that political leanings correlate with various psychological factors. While surveys and experiments provide a rich source of information for political psychology, data from social networks can offer more naturalistic and robust material for analysis. This research investigates psychological differences between individuals of different political orientations on a social networking platform, Twitter. Based on previous findings, we hypothesized that the language used by liberals emphasizes their perception of uniqueness, contains more swear words, more anxiety-related words and more feeling-related words than conservatives’ language. Conversely, we predicted that the language of conservatives emphasizes group membership and contains more references to achievement and religion than liberals’ language. We analysed Twitter timelines of 5,373 followers of three Twitter accounts of the American Democratic and 5,386 followers of three accounts of the Republican parties’ Congressional Organizations. The results support most of the predictions and previous findings, confirming that Twitter behaviour offers valid insights to offline behaviour. Public Library of Science 2015-09-16 /pmc/articles/PMC4574198/ /pubmed/26375581 http://dx.doi.org/10.1371/journal.pone.0137422 Text en © 2015 Sylwester, Purver http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Sylwester, Karolina
Purver, Matthew
Twitter Language Use Reflects Psychological Differences between Democrats and Republicans
title Twitter Language Use Reflects Psychological Differences between Democrats and Republicans
title_full Twitter Language Use Reflects Psychological Differences between Democrats and Republicans
title_fullStr Twitter Language Use Reflects Psychological Differences between Democrats and Republicans
title_full_unstemmed Twitter Language Use Reflects Psychological Differences between Democrats and Republicans
title_short Twitter Language Use Reflects Psychological Differences between Democrats and Republicans
title_sort twitter language use reflects psychological differences between democrats and republicans
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4574198/
https://www.ncbi.nlm.nih.gov/pubmed/26375581
http://dx.doi.org/10.1371/journal.pone.0137422
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