Weather impacts expressed sentiment
Publication Date
April 25, 2018
Authors
Patrick Baylis, Nick Obradovich, Yury Kryvasheyeu, Haohui Chen, et al
Volume
13
Issue
4
Pages
e0195750
DOI
https://dx.plos.org/10.1371/journal.pone.0195750
Publisher URL
http://journals.plos.org/plosone/article?id=10.1371%2Fjournal.pone.0195750
Scopus
85045876782
Mendeley
http://www.mendeley.com/research/weather-impacts-expressed-sentiment
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Mendeley | Further Information

{"title"=>"Weather impacts expressed sentiment", "type"=>"journal", "authors"=>[{"first_name"=>"Patrick", "last_name"=>"Baylis"}, {"first_name"=>"Nick", "last_name"=>"Obradovich"}, {"first_name"=>"Yury", "last_name"=>"Kryvasheyeu"}, {"first_name"=>"Haohui", "last_name"=>"Chen"}, {"first_name"=>"Lorenzo", "last_name"=>"Coviello"}, {"first_name"=>"Esteban", "last_name"=>"Moro"}, {"first_name"=>"Manuel", "last_name"=>"Cebrian"}, {"first_name"=>"James H.", "last_name"=>"Fowler"}], "year"=>2017, "identifiers"=>{"doi"=>"10.1371/journal.pone.0195750", "sgr"=>"85045876782", "pui"=>"621788468", "scopus"=>"2-s2.0-85045876782", "issn"=>"1932-6203", "arxiv"=>"1709.00071", "isbn"=>"1111111111"}, "id"=>"f102d95e-7d14-361a-b5ca-4559f634c642", "abstract"=>"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.", "link"=>"http://www.mendeley.com/research/weather-impacts-expressed-sentiment", "reader_count"=>24, "reader_count_by_academic_status"=>{"Researcher"=>7, "Student > Doctoral Student"=>1, "Student > Ph. D. Student"=>7, "Student > Master"=>2, "Student > Bachelor"=>2, "Lecturer > Senior Lecturer"=>2, "Student > Postgraduate"=>1, "Professor"=>2}, "reader_count_by_user_role"=>{"Researcher"=>7, "Student > Doctoral Student"=>1, "Student > Ph. D. Student"=>7, "Student > Master"=>2, "Student > Bachelor"=>2, "Lecturer > Senior Lecturer"=>2, "Student > Postgraduate"=>1, "Professor"=>2}, "reader_count_by_subject_area"=>{"Engineering"=>2, "Environmental Science"=>2, "Biochemistry, Genetics and Molecular Biology"=>1, "Neuroscience"=>1, "Psychology"=>2, "Social Sciences"=>2, "Computer Science"=>5, "Earth and Planetary Sciences"=>5, "Physics and Astronomy"=>1, "Economics, Econometrics and Finance"=>1, "Unspecified"=>2}, "reader_count_by_subdiscipline"=>{"Engineering"=>{"Engineering"=>2}, "Neuroscience"=>{"Neuroscience"=>1}, "Social Sciences"=>{"Social Sciences"=>2}, "Psychology"=>{"Psychology"=>2}, "Earth and Planetary Sciences"=>{"Earth and Planetary Sciences"=>5}, "Physics and Astronomy"=>{"Physics and Astronomy"=>1}, "Economics, Econometrics and Finance"=>{"Economics, Econometrics and Finance"=>1}, "Computer Science"=>{"Computer Science"=>5}, "Biochemistry, Genetics and Molecular Biology"=>{"Biochemistry, Genetics and Molecular Biology"=>1}, "Environmental Science"=>{"Environmental Science"=>2}, "Unspecified"=>{"Unspecified"=>2}}, "group_count"=>2}

Scopus | Further Information

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