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World Leaders on Covid-19: A text corpus of leaders' response and personality trait predictions

dc.contributor.authorBrown, L
dc.contributor.authorHorvath, L
dc.contributor.authorStevens, D
dc.date.accessioned2021-02-19T15:32:00Z
dc.date.issued2021-02-19
dc.description.abstractText corpus and Big Five leadership traits as demonstrated in Brown, Horvath, and Stevens (2021) "Moonshots or a Cautious Take-Off? How the Big Five Leadership Traits Predict Covid Policy Response" (working paper).en_GB
dc.formatpy pkl xlsxen_GB
dc.identifier.doi10.24378/exe.3123
dc.identifier.urihttp://hdl.handle.net/10871/124818
dc.language.isoenen_GB
dc.publisherUniversity of Exeteren_GB
dc.relation.urlhttps://socialsciences.exeter.ac.uk/politics/staff/horvath/en_GB
dc.relation.urlhttp://hdl.handle.net/10871/125317en_GB
dc.rightsCC BY 4.0en_GB
dc.subjectleader speechesen_GB
dc.subjecttext corpusen_GB
dc.subjectpersonality traitsen_GB
dc.subjectbig fiveen_GB
dc.titleWorld Leaders on Covid-19: A text corpus of leaders' response and personality trait predictionsen_GB
dc.typeDataseten_GB
dc.date.available2021-02-19T15:32:00Z
dc.descriptionThis dataset covers 26 leaders in “free” or “partly free” countries, according to Freedom House: Australia, Austria, Canada, Chile, Colombia, Denmark, France, Germany, Greece, Hungary, India, Ireland, Italy, Japan, Luxembourg, Mexico, the Netherlands, New Zealand, Norway, Peru, Scotland, South Africa, South Korea, Spain, UK, and the USA. We captured rhetoric from their leaders that referred to “Covid-19” or other similar keywords from press conferences, speeches and statements, interviews, forums with the public, or parliamentary questions. We standardize the context by focusing on a period starting 10 days before the first death officially attributed to the virus in each country and ending 90 days after the first death. We provide: (1) an Overview table overview.xlsx showing countries, leaders, the dates, and the sources of text; (2) merged_corpus_EN.xlsx that merged all text per country, non-English texts processed with Google Translate Ajax API; (3) a python script showing how we generated predictions of Big Five personality traits using the IBM Watson Personality Insights API; and (4) the predicted personality traits per leader in texts_with_big5.pklen_GB
dc.descriptionThe article associated with this dataset is available in ORE at: http://hdl.handle.net/10871/125317en_GB
dc.identifier.journalJournal of Elections, Public Opinion, and Partiesen_GB
dc.rights.urihttps://creativecommons.org/licenses/by/4.0en_GB
rioxxterms.versionNAen_GB
rioxxterms.licenseref.startdate2021-02-19
rioxxterms.typeOtheren_GB
refterms.dateFOA2021-02-19T15:32:05Z


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