The Argentine economy on Twitter

We propose and implement a methodology for data collection and analysis of Twitter discussions linked to the Argentine economy. Starting with a list of “seed users” later expanded based on following-follower relationships, we build a network of interactions and fetch their tweet timelines. Then, we...

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Detalles Bibliográficos
Autores principales:	Aromí, José Daniel, De Raco, Sergio Andrés
Formato:	Objeto de conferencia
Lenguaje:	Inglés
Publicado:	2021
Materias:	Ciencias Informáticas Economics Social network analysis Community detection Topic modeling
Acceso en línea:	http://sedici.unlp.edu.ar/handle/10915/140122 http://50jaiio.sadio.org.ar/pdfs/agranda/AGRANDA-03.pdf
Aporte de:	SEDICI (UNLP) de Universidad Nacional de La Plata

id	I19-R120-10915-140122
record_format	dspace
institution	Universidad Nacional de La Plata
institution_str	I-19
repository_str	R-120
collection	SEDICI (UNLP)
language	Inglés
topic	Ciencias Informáticas Economics Social network analysis Community detection Topic modeling
spellingShingle	Ciencias Informáticas Economics Social network analysis Community detection Topic modeling Aromí, José Daniel De Raco, Sergio Andrés The Argentine economy on Twitter
topic_facet	Ciencias Informáticas Economics Social network analysis Community detection Topic modeling
description	We propose and implement a methodology for data collection and analysis of Twitter discussions linked to the Argentine economy. Starting with a list of “seed users” later expanded based on following-follower relationships, we build a network of interactions and fetch their tweet timelines. Then, we use a community detection model to compress the structure of underlying relationships and a standard topic model to represent the latent issues discussed in each community. Results suggest that this strategy is able to learn a useful organization and to summarize the contents of social media exchanges of the Argentine economic tweetosphere. Potential applications could be to characterize the links between different economic sectors and to construct community-level indicators of opinions.
format	Objeto de conferencia Objeto de conferencia
author	Aromí, José Daniel De Raco, Sergio Andrés
author_facet	Aromí, José Daniel De Raco, Sergio Andrés
author_sort	Aromí, José Daniel
title	The Argentine economy on Twitter
title_short	The Argentine economy on Twitter
title_full	The Argentine economy on Twitter
title_fullStr	The Argentine economy on Twitter
title_full_unstemmed	The Argentine economy on Twitter
title_sort	argentine economy on twitter
publishDate	2021
url	http://sedici.unlp.edu.ar/handle/10915/140122 http://50jaiio.sadio.org.ar/pdfs/agranda/AGRANDA-03.pdf
work_keys_str_mv	AT aromijosedaniel theargentineeconomyontwitter AT deracosergioandres theargentineeconomyontwitter AT aromijosedaniel argentineeconomyontwitter AT deracosergioandres argentineeconomyontwitter
bdutipo_str	Repositorios
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The Argentine economy on Twitter

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