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SENTIMENT ANALYSIS OF TWEETS FROM THE 2020 PRESIDENTIAL ELECTION
- Date Issued:
- 2022
- Abstract/Description:
- We collected approximately 60 million tweets over a 6-month period during the 2020 presidential election, starting from the conventions through the inauguration. Each tweet referenced either the Republican incumbent Donald Trump or the Democrat challenger Joe Biden. The tweets were analyzed for sentiment and the frequency of the moral foundations using the standard LIWC2015 dictionary and the Moral Foundations Dictionary 2.0. We found that the tweets had an overall negative sentiment for both candidates, with tweets referencing Trump being more negative than tweets about Biden. Additional analyses showed that the Authority (Virtue) and Loyalty (Virtue) were the most frequently used moral foundations. This study provides an overview into social media discussions during a heated election cycle that ultimately culminated in the Jan. 6th Insurrection and the second impeachment of Donald Trump.
Title: | SENTIMENT ANALYSIS OF TWEETS FROM THE 2020 PRESIDENTIAL ELECTION. |
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Name(s): |
Williams, Joseph M. , author Nowak, Andrzej , Thesis advisor Vallacher, Robin , Thesis advisor Florida Atlantic University, Degree grantor Department of Psychology Charles E. Schmidt College of Science |
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Type of Resource: | text | |
Genre: | Electronic Thesis Or Dissertation | |
Date Created: | 2022 | |
Date Issued: | 2022 | |
Publisher: | Florida Atlantic University | |
Place of Publication: | Boca Raton, Fla. | |
Physical Form: | application/pdf | |
Extent: | 94 p. | |
Language(s): | English | |
Abstract/Description: | We collected approximately 60 million tweets over a 6-month period during the 2020 presidential election, starting from the conventions through the inauguration. Each tweet referenced either the Republican incumbent Donald Trump or the Democrat challenger Joe Biden. The tweets were analyzed for sentiment and the frequency of the moral foundations using the standard LIWC2015 dictionary and the Moral Foundations Dictionary 2.0. We found that the tweets had an overall negative sentiment for both candidates, with tweets referencing Trump being more negative than tweets about Biden. Additional analyses showed that the Authority (Virtue) and Loyalty (Virtue) were the most frequently used moral foundations. This study provides an overview into social media discussions during a heated election cycle that ultimately culminated in the Jan. 6th Insurrection and the second impeachment of Donald Trump. | |
Identifier: | FA00013954 (IID) | |
Degree granted: | Dissertation (Ph.D.)--Florida Atlantic University, 2022. | |
Collection: | FAU Electronic Theses and Dissertations Collection | |
Note(s): | Includes bibliography. | |
Subject(s): |
Sentiment analysis Presidential elections--2020 Tweets (Microblogs) |
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Persistent Link to This Record: | http://purl.flvc.org/fau/fd/FA00013954 | |
Use and Reproduction: | Copyright © is held by the author with permission granted to Florida Atlantic University to digitize, archive and distribute this item for non-profit research and educational purposes. Any reuse of this item in excess of fair use or other copyright exemptions requires permission of the copyright holder. | |
Use and Reproduction: | http://rightsstatements.org/vocab/InC/1.0/ | |
Host Institution: | FAU | |
Is Part of Series: | Florida Atlantic University Digital Library Collections. |