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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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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. |
format | Online Article Text |
id | pubmed-4574198 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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