The COVID‐19 social media infodemic

We address the difusion of information about the COVID-19 with a massive data analysis on Twitter, Instagram, YouTube, Reddit and Gab. We analyze engagement and interest in the COVID-19 topic and provide a diferential assessment on the evolution of the discourse on a global scale for each platform a...

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Autores:
Tipo de recurso:
Article of investigation
Fecha de publicación:
2020
Institución:
Universidad de Bogotá Jorge Tadeo Lozano
Repositorio:
Expeditio: repositorio UTadeo
Idioma:
eng
OAI Identifier:
oai:expeditiorepositorio.utadeo.edu.co:20.500.12010/14385
Acceso en línea:
https://doi.org/10.1038/s41598-020-73510-5
http://hdl.handle.net/20.500.12010/14385
Palabra clave:
COVID‑19
Social media infodemic
Síndrome respiratorio agudo grave
COVID-19
SARS-CoV-2
Coronavirus
Rights
License
Abierto (Texto Completo)
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repository_id_str
dc.title.spa.fl_str_mv The COVID‐19 social media infodemic
title The COVID‐19 social media infodemic
spellingShingle The COVID‐19 social media infodemic
COVID‑19
Social media infodemic
Síndrome respiratorio agudo grave
COVID-19
SARS-CoV-2
Coronavirus
title_short The COVID‐19 social media infodemic
title_full The COVID‐19 social media infodemic
title_fullStr The COVID‐19 social media infodemic
title_full_unstemmed The COVID‐19 social media infodemic
title_sort The COVID‐19 social media infodemic
dc.subject.spa.fl_str_mv COVID‑19
Social media infodemic
topic COVID‑19
Social media infodemic
Síndrome respiratorio agudo grave
COVID-19
SARS-CoV-2
Coronavirus
dc.subject.lemb.spa.fl_str_mv Síndrome respiratorio agudo grave
COVID-19
SARS-CoV-2
Coronavirus
description We address the difusion of information about the COVID-19 with a massive data analysis on Twitter, Instagram, YouTube, Reddit and Gab. We analyze engagement and interest in the COVID-19 topic and provide a diferential assessment on the evolution of the discourse on a global scale for each platform and their users. We ft information spreading with epidemic models characterizing the basic reproduction number R0 for each social media platform. Moreover, we identify information spreading from questionable sources, fnding diferent volumes of misinformation in each platform. However, information from both reliable and questionable sources do not present diferent spreading patterns. Finally, we provide platform-dependent numerical estimates of rumors’ amplifcation.
publishDate 2020
dc.date.accessioned.none.fl_str_mv 2020-10-13T16:33:20Z
dc.date.available.none.fl_str_mv 2020-10-13T16:33:20Z
dc.date.created.none.fl_str_mv 2020
dc.type.local.spa.fl_str_mv Artículo
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dc.identifier.issn.spa.fl_str_mv 2045-2322
dc.identifier.other.spa.fl_str_mv https://doi.org/10.1038/s41598-020-73510-5
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/20.500.12010/14385
dc.identifier.doi.spa.fl_str_mv https://doi.org/10.1038/s41598-020-73510-5
identifier_str_mv 2045-2322
url https://doi.org/10.1038/s41598-020-73510-5
http://hdl.handle.net/20.500.12010/14385
dc.language.iso.spa.fl_str_mv eng
language eng
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.rights.local.spa.fl_str_mv Abierto (Texto Completo)
rights_invalid_str_mv Abierto (Texto Completo)
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dc.format.extent.spa.fl_str_mv 10 páginas
dc.format.mimetype.spa.fl_str_mv application/pdf
dc.publisher.spa.fl_str_mv Scientific reports
dc.source.spa.fl_str_mv reponame:Expeditio Repositorio Institucional UJTL
instname:Universidad de Bogotá Jorge Tadeo Lozano
instname_str Universidad de Bogotá Jorge Tadeo Lozano
institution Universidad de Bogotá Jorge Tadeo Lozano
reponame_str Expeditio Repositorio Institucional UJTL
collection Expeditio Repositorio Institucional UJTL
bitstream.url.fl_str_mv https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/14385/2/license.txt
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spelling 2020-10-13T16:33:20Z2020-10-13T16:33:20Z20202045-2322https://doi.org/10.1038/s41598-020-73510-5http://hdl.handle.net/20.500.12010/14385https://doi.org/10.1038/s41598-020-73510-5We address the difusion of information about the COVID-19 with a massive data analysis on Twitter, Instagram, YouTube, Reddit and Gab. We analyze engagement and interest in the COVID-19 topic and provide a diferential assessment on the evolution of the discourse on a global scale for each platform and their users. We ft information spreading with epidemic models characterizing the basic reproduction number R0 for each social media platform. Moreover, we identify information spreading from questionable sources, fnding diferent volumes of misinformation in each platform. However, information from both reliable and questionable sources do not present diferent spreading patterns. Finally, we provide platform-dependent numerical estimates of rumors’ amplifcation.10 páginasapplication/pdfengScientific reportsreponame:Expeditio Repositorio Institucional UJTLinstname:Universidad de Bogotá Jorge Tadeo LozanoCOVID‑19Social media infodemicSíndrome respiratorio agudo graveCOVID-19SARS-CoV-2CoronavirusThe COVID‐19 social media infodemicArtículohttp://purl.org/coar/resource_type/c_2df8fbb1Abierto (Texto Completo)http://purl.org/coar/access_right/c_abf2Cinelli, MatteoQuattrociocchi, WalterGaleazzi, AlessandroValensise, Carlo MicheleBrugnoli, EmanueleSchmidt, Ana LuciaZola, PaolaZollo, FabianaScala, AntonioLICENSElicense.txtlicense.txttext/plain; charset=utf-82938https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/14385/2/license.txtabceeb1c943c50d3343516f9dbfc110fMD52open accessTHUMBNAILs41598-020-73510-5.pdf.jpgs41598-020-73510-5.pdf.jpgIM Thumbnailimage/jpeg14954https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/14385/3/s41598-020-73510-5.pdf.jpgb1c22b0a0f9f4e918518092f11a830a1MD53open access20.500.12010/14385oai:expeditiorepositorio.utadeo.edu.co:20.500.12010/143852021-03-17 17:15:54.096metadata only accessRepositorio Institucional - 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