Weather impacts expressed sentiment

We conduct the largest ever investigation into the relationship between meteorological conditions and the sentiment of human expressions. To do this, we employ over three and a half billion social media posts from tens of millions of individuals from both Facebook and Twitter between 2009 and 2016....

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Detalles Bibliográficos
Autores principales: Baylis, Patrick, Obradovich, Nick, Kryvasheyeu, Yury, Chen, Haohui, Coviello, Lorenzo, Moro, Esteban, Cebrian, Manuel, Fowler, James H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5918636/
https://www.ncbi.nlm.nih.gov/pubmed/29694424
http://dx.doi.org/10.1371/journal.pone.0195750
Descripción
Sumario:We conduct the largest ever investigation into the relationship between meteorological conditions and the sentiment of human expressions. To do this, we employ over three and a half billion social media posts from tens of millions of individuals from both Facebook and Twitter between 2009 and 2016. We find that cold temperatures, hot temperatures, precipitation, narrower daily temperature ranges, humidity, and cloud cover are all associated with worsened expressions of sentiment, even when excluding weather-related posts. We compare the magnitude of our estimates with the effect sizes associated with notable historical events occurring within our data.

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