The Role of Twitter and Google Trends in Identifying the Perception of Russia-Ukraine Wars

dc.contributor.authorMiracula, Vincenzoes_ES
dc.contributor.authorCelardi, Elviraes_ES
dc.coverage.spatialeast=31.16558; north=48.379433; name=Ucraïnaes_ES
dc.coverage.spatialeast=37.6173; north=55.755826; name=Rússiaes_ES
dc.date.accessioned2024-01-11T13:06:12Z
dc.date.available2024-01-11T13:06:12Z
dc.date.issued2023-09-22
dc.description.abstract[EN] The COVID-19 pandemic has not only changed the social reality we were used to but also confirmed how data is one of the most valuable resources. We examine the search volume of Google Trends to understand the perception of the war in Ukraine based on people's online information search behaviour and Twitter to figure out how people discuss, react and respond to emergent phenomena from complex events like a war. The data collected from Twitter shows that the public reaction to the events of the 2022 Russia-Ukraine war was diverse, with a large proportion of tweets expressing negative sentiment (≃81%) towards the events. We also show that the use of hashtags such as #NuclearThreat and #RussiaUkraineWar was prevalent during the escalation of the conflict in 2022, indicating that these events were widely discussed on Twitter. The use of these keywords and hashtags can provide a better understanding of how the war is being portrayed in the media and perceived by the general public in pseudo real-time. In order to effectively utilise these data sources, researchers should utilise a combination of quantitative and qualitative methods, including natural language processing and sentiment analysis.en_EN
dc.description.accrualMethodOCSes_ES
dc.description.bibliographicCitationMiracula, V.; Celardi, E. (2023). The Role of Twitter and Google Trends in Identifying the Perception of Russia-Ukraine Wars. En Editorial Universitat Politècnica de València, 5th International Conference on Advanced Research Methods and Analytics (CARMA 2023) (pp. 71-80). https://doi.org/10.4995/CARMA2023.2023.16206es_ES
dc.description.upvformatpfin80es_ES
dc.description.upvformatpinicio71es_ES
dc.format.extent10es_ES
dc.identifier.doi10.4995/CARMA2023.2023.16206
dc.identifier.isbn9788413960869
dc.identifier.urihttps://riunet.upv.es/handle/10251/201800
dc.languageIngléses_ES
dc.publisherEditorial Universitat Politècnica de Valènciaes_ES
dc.relation.conferencedateJunio 28-30, 2023es_ES
dc.relation.conferencenameCARMA 2023 - 5th International Conference on Advanced Research Methods and Analyticses_ES
dc.relation.conferenceplaceSevilla, Españaes_ES
dc.relation.ispartof5th International Conference on Advanced Research Methods and Analytics (CARMA 2023)
dc.relation.pasarelaOCS\16206es_ES
dc.relation.publisherversionhttp://ocs.editorial.upv.es/index.php/CARMA/CARMA2023/paper/view/16206es_ES
dc.rightsReconocimiento - No comercial - Compartir igual (by-nc-sa)es_ES
dc.rights.accessRightsAbiertoes_ES
dc.subjectSentiment analysises_ES
dc.subjectGoogle trendses_ES
dc.subjectRussia-ukraine wares_ES
dc.subjectComputational social sciencees_ES
dc.subjectBehavioural big dataes_ES
dc.titleThe Role of Twitter and Google Trends in Identifying the Perception of Russia-Ukraine Warses_ES
dc.typeCapítulo de libroes_ES
dc.typeComunicación en congresoes_ES
dc.type.versioninfo:eu-repo/semantics/publishedVersiones_ES
dspace.entity.typePublication
upv.uuide7834532-f5a1-4a87-b00c-f46ab10fc2bdes_ES

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