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A data science approach to 138 years of congressional speeches

The availability of automatic data analysis tools and large databases have enabled new ways of studying language and communication that were not possible in the pre-information era. Here we apply a quantitative analysis to a large dataset of USA congressional speeches made over a period of 138 years...

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Detalles Bibliográficos
Autores principales: Tucker, Ethan C., Capps, Colton J., Shamir, Lior
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7452432/
https://www.ncbi.nlm.nih.gov/pubmed/32904137
http://dx.doi.org/10.1016/j.heliyon.2020.e04417
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author Tucker, Ethan C.
Capps, Colton J.
Shamir, Lior
author_facet Tucker, Ethan C.
Capps, Colton J.
Shamir, Lior
author_sort Tucker, Ethan C.
collection PubMed
description The availability of automatic data analysis tools and large databases have enabled new ways of studying language and communication that were not possible in the pre-information era. Here we apply a quantitative analysis to a large dataset of USA congressional speeches made over a period of 138 years. The analysis reveals that the readability index of congressional speeches increased consistently until the 96th congress, and then started to decline. Congressional speeches have also become more positive over time, and in general express more sentiments compared to speeches made in the 19th century or early 20th century. The analysis also shows statistically significant differences between Democratic and Republican congressional speeches.
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spelling pubmed-74524322020-09-03 A data science approach to 138 years of congressional speeches Tucker, Ethan C. Capps, Colton J. Shamir, Lior Heliyon Article The availability of automatic data analysis tools and large databases have enabled new ways of studying language and communication that were not possible in the pre-information era. Here we apply a quantitative analysis to a large dataset of USA congressional speeches made over a period of 138 years. The analysis reveals that the readability index of congressional speeches increased consistently until the 96th congress, and then started to decline. Congressional speeches have also become more positive over time, and in general express more sentiments compared to speeches made in the 19th century or early 20th century. The analysis also shows statistically significant differences between Democratic and Republican congressional speeches. Elsevier 2020-08-15 /pmc/articles/PMC7452432/ /pubmed/32904137 http://dx.doi.org/10.1016/j.heliyon.2020.e04417 Text en © 2020 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Tucker, Ethan C.
Capps, Colton J.
Shamir, Lior
A data science approach to 138 years of congressional speeches
title A data science approach to 138 years of congressional speeches
title_full A data science approach to 138 years of congressional speeches
title_fullStr A data science approach to 138 years of congressional speeches
title_full_unstemmed A data science approach to 138 years of congressional speeches
title_short A data science approach to 138 years of congressional speeches
title_sort data science approach to 138 years of congressional speeches
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7452432/
https://www.ncbi.nlm.nih.gov/pubmed/32904137
http://dx.doi.org/10.1016/j.heliyon.2020.e04417
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