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Local information sources received the most attention from Puerto Ricans during the aftermath of Hurricane Maria
In September 2017, Hurricane Maria made landfall across the Caribbean region as a category 4 storm. In the aftermath, many residents of Puerto Rico were without power or clean running water for nearly a year. Using both English and Spanish tweets from September 16 to October 15 2017, we investigate...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8189509/ https://www.ncbi.nlm.nih.gov/pubmed/34106937 http://dx.doi.org/10.1371/journal.pone.0251704 |
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author | Emery, Benjamin Freixas Niles, Meredith T. Danforth, Christopher M. Dodds, Peter Sheridan |
author_facet | Emery, Benjamin Freixas Niles, Meredith T. Danforth, Christopher M. Dodds, Peter Sheridan |
author_sort | Emery, Benjamin Freixas |
collection | PubMed |
description | In September 2017, Hurricane Maria made landfall across the Caribbean region as a category 4 storm. In the aftermath, many residents of Puerto Rico were without power or clean running water for nearly a year. Using both English and Spanish tweets from September 16 to October 15 2017, we investigate discussion of Maria both on and off the island, constructing a proxy for the temporal network of communication between victims of the hurricane and others. We use information theoretic tools to compare the lexical divergence of different subgroups within the network. Lastly, we quantify temporal changes in user prominence throughout the event. We find at the global level that Spanish tweets more often contained messages of hope and a focus on those helping. At the local level, we find that information propagating among Puerto Ricans most often originated from sources local to the island, such as journalists and politicians. Critically, content from these accounts overshadows content from celebrities, global news networks, and the like for the large majority of the time period studied. Our findings reveal insight into ways social media campaigns could be deployed to disseminate relief information during similar events in the future. |
format | Online Article Text |
id | pubmed-8189509 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-81895092021-06-10 Local information sources received the most attention from Puerto Ricans during the aftermath of Hurricane Maria Emery, Benjamin Freixas Niles, Meredith T. Danforth, Christopher M. Dodds, Peter Sheridan PLoS One Research Article In September 2017, Hurricane Maria made landfall across the Caribbean region as a category 4 storm. In the aftermath, many residents of Puerto Rico were without power or clean running water for nearly a year. Using both English and Spanish tweets from September 16 to October 15 2017, we investigate discussion of Maria both on and off the island, constructing a proxy for the temporal network of communication between victims of the hurricane and others. We use information theoretic tools to compare the lexical divergence of different subgroups within the network. Lastly, we quantify temporal changes in user prominence throughout the event. We find at the global level that Spanish tweets more often contained messages of hope and a focus on those helping. At the local level, we find that information propagating among Puerto Ricans most often originated from sources local to the island, such as journalists and politicians. Critically, content from these accounts overshadows content from celebrities, global news networks, and the like for the large majority of the time period studied. Our findings reveal insight into ways social media campaigns could be deployed to disseminate relief information during similar events in the future. Public Library of Science 2021-06-09 /pmc/articles/PMC8189509/ /pubmed/34106937 http://dx.doi.org/10.1371/journal.pone.0251704 Text en © 2021 Emery et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Emery, Benjamin Freixas Niles, Meredith T. Danforth, Christopher M. Dodds, Peter Sheridan Local information sources received the most attention from Puerto Ricans during the aftermath of Hurricane Maria |
title | Local information sources received the most attention from Puerto Ricans during the aftermath of Hurricane Maria |
title_full | Local information sources received the most attention from Puerto Ricans during the aftermath of Hurricane Maria |
title_fullStr | Local information sources received the most attention from Puerto Ricans during the aftermath of Hurricane Maria |
title_full_unstemmed | Local information sources received the most attention from Puerto Ricans during the aftermath of Hurricane Maria |
title_short | Local information sources received the most attention from Puerto Ricans during the aftermath of Hurricane Maria |
title_sort | local information sources received the most attention from puerto ricans during the aftermath of hurricane maria |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8189509/ https://www.ncbi.nlm.nih.gov/pubmed/34106937 http://dx.doi.org/10.1371/journal.pone.0251704 |
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