Perspectivism as a basis for social network analysis: some results from Twitter

Detalhes bibliográficos
Autor(a) principal: Travitzki, Rodrigo
Data de Publicação: 2013
Outros Autores: Bastos, Marco Toledo, Raimundo, Rafael Luís Galdini
Tipo de documento: Artigo
Idioma: por
Título da fonte: E-Compós
Texto Completo: https://www.e-compos.org.br/e-compos/article/view/809
Resumo: This article presents a methodology for analysis of variables that influence the dissemination of information on the social network Twitter. We analyze data from 595,240 messages produced by 261,757 users and we found three local variables related to the degree of replication of messages (retweet): 1) the number of responses received (which explained an average of 21% of the retweets); 2) the number of followers in the subnetwork (17%) and 3) the number of tweets with the hashtag (7%). Comparing a priori variables (global) and posteriori ones (local), there was a significant difference in the number of followers of messages (p
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spelling Perspectivism as a basis for social network analysis: some results from TwitterEl perspectivismo como base para métodos de análisis de redes sociales: algunos resultados con TwitterO perspectivismo como fundamento para metodologias de análise das redes sociais: alguns resultados com o Twittersocial networkTwitterPerspectivismopinion leadersoftwareThis article presents a methodology for analysis of variables that influence the dissemination of information on the social network Twitter. We analyze data from 595,240 messages produced by 261,757 users and we found three local variables related to the degree of replication of messages (retweet): 1) the number of responses received (which explained an average of 21% of the retweets); 2) the number of followers in the subnetwork (17%) and 3) the number of tweets with the hashtag (7%). Comparing a priori variables (global) and posteriori ones (local), there was a significant difference in the number of followers of messages (pEn este artículo presentamos una metodología de análisis de variables que influencian la diseminación de información en la red social Twitter. Analizamos datos de 595.240 mensajes producidas por 261.757 usuarios y encontramos tres variables locales relacionadas a los niveles de replicación de los mensajes: 1) el número de respuestas recibidas (explicando 21% de los mensajes replicados); 2) el número de seguidores en la subred (17%) y 3) el número de mensajes con la hashtag. La comparación entre las variables a priori (globales) y a posteriori (locales) enseña una diferencia significativa en el numero de seguidores, de mensajes (pNeste artigo, apresentamos uma metodologia de análise das variáveis que influenciam a disseminação da informação na rede social Twitter. Analisamos dados de 595.240 mensagens produzidas por 261.757 usuários e encontramos três variáveis locais relacionadas ao grau de replicação das mensagens (retuíte): 1) o número de respostas recebidas (explicou em média 21% dos retuítes); 2) número de seguidores na sub-rede (17%) e 3) o número de tuítes com a hashtag (7%). Comparando variáveis a priori (globais) e a posteriori (locais), houve diferença significativa no número de seguidores, de mensagens e também no número de amigos. O maior poder explicativo das variáveis locais sugere um caráter auto-organizado dos Trending Topics, apontando caminhos para pesquisas futuras com base na epistemologia perspectivista. Tais resultados também podem ajudar a delinear métodos de ranqueamento e segmentação de usuários. Palavras-chave Rede social. Twitter. Perspectivismo. Formador de opinião. Software.ABEC2013-01-10info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfapplication/pdfimage/jpegimage/jpegimage/jpeghttps://www.e-compos.org.br/e-compos/article/view/80910.30962/ec.809E-Compós; Vol. 15 No. 3 (2012)E-Compós; Vol. 15 Núm. 3 (2012)E-Compós; v. 15 n. 3 (2012)1808-2599reponame:E-Compósinstname:Associação Nacional dos Programas de Pós-Graduação em Comunicaçãoinstacron:ANPPCporhttps://www.e-compos.org.br/e-compos/article/view/809/631https://www.e-compos.org.br/e-compos/article/view/809/632https://www.e-compos.org.br/e-compos/article/view/809/1321https://www.e-compos.org.br/e-compos/article/view/809/1323https://www.e-compos.org.br/e-compos/article/view/809/1325Travitzki, RodrigoBastos, Marco ToledoRaimundo, Rafael Luís Galdiniinfo:eu-repo/semantics/openAccess2023-11-06T21:09:43Zoai:ojs.www.e-compos.org.br:article/809Revistahttps://www.e-compos.org.br/e-compos/PUBhttps://www.e-compos.org.br/e-compos/oairevistaecompos@gmail.com1808-25991808-2599opendoar:2023-11-06T21:09:43E-Compós - Associação Nacional dos Programas de Pós-Graduação em Comunicaçãofalse
dc.title.none.fl_str_mv Perspectivism as a basis for social network analysis: some results from Twitter
El perspectivismo como base para métodos de análisis de redes sociales: algunos resultados con Twitter
O perspectivismo como fundamento para metodologias de análise das redes sociais: alguns resultados com o Twitter
title Perspectivism as a basis for social network analysis: some results from Twitter
spellingShingle Perspectivism as a basis for social network analysis: some results from Twitter
Travitzki, Rodrigo
social network
Twitter
Perspectivism
opinion leader
software
title_short Perspectivism as a basis for social network analysis: some results from Twitter
title_full Perspectivism as a basis for social network analysis: some results from Twitter
title_fullStr Perspectivism as a basis for social network analysis: some results from Twitter
title_full_unstemmed Perspectivism as a basis for social network analysis: some results from Twitter
title_sort Perspectivism as a basis for social network analysis: some results from Twitter
author Travitzki, Rodrigo
author_facet Travitzki, Rodrigo
Bastos, Marco Toledo
Raimundo, Rafael Luís Galdini
author_role author
author2 Bastos, Marco Toledo
Raimundo, Rafael Luís Galdini
author2_role author
author
dc.contributor.author.fl_str_mv Travitzki, Rodrigo
Bastos, Marco Toledo
Raimundo, Rafael Luís Galdini
dc.subject.por.fl_str_mv social network
Twitter
Perspectivism
opinion leader
software
topic social network
Twitter
Perspectivism
opinion leader
software
description This article presents a methodology for analysis of variables that influence the dissemination of information on the social network Twitter. We analyze data from 595,240 messages produced by 261,757 users and we found three local variables related to the degree of replication of messages (retweet): 1) the number of responses received (which explained an average of 21% of the retweets); 2) the number of followers in the subnetwork (17%) and 3) the number of tweets with the hashtag (7%). Comparing a priori variables (global) and posteriori ones (local), there was a significant difference in the number of followers of messages (p
publishDate 2013
dc.date.none.fl_str_mv 2013-01-10
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://www.e-compos.org.br/e-compos/article/view/809
10.30962/ec.809
url https://www.e-compos.org.br/e-compos/article/view/809
identifier_str_mv 10.30962/ec.809
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://www.e-compos.org.br/e-compos/article/view/809/631
https://www.e-compos.org.br/e-compos/article/view/809/632
https://www.e-compos.org.br/e-compos/article/view/809/1321
https://www.e-compos.org.br/e-compos/article/view/809/1323
https://www.e-compos.org.br/e-compos/article/view/809/1325
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
image/jpeg
image/jpeg
image/jpeg
dc.publisher.none.fl_str_mv ABEC
publisher.none.fl_str_mv ABEC
dc.source.none.fl_str_mv E-Compós; Vol. 15 No. 3 (2012)
E-Compós; Vol. 15 Núm. 3 (2012)
E-Compós; v. 15 n. 3 (2012)
1808-2599
reponame:E-Compós
instname:Associação Nacional dos Programas de Pós-Graduação em Comunicação
instacron:ANPPC
instname_str Associação Nacional dos Programas de Pós-Graduação em Comunicação
instacron_str ANPPC
institution ANPPC
reponame_str E-Compós
collection E-Compós
repository.name.fl_str_mv E-Compós - Associação Nacional dos Programas de Pós-Graduação em Comunicação
repository.mail.fl_str_mv revistaecompos@gmail.com
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