five

Socia fingerprints of unemployment

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Figshare2015-02-24 更新2026-04-29 收录
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https://figshare.com/articles/dataset/Socia_fingerprints_of_unemployment/1316641
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The following datasets are associated to the paper the "Social Fingerprints of Unemployment" Llorente A, Garcia-Herranz M, Cebrian M, Moro E (2015) Social Media Fingerprints ofUnemployment. PLoS ONE 10(5): e0128692. doi: 10.1371/journal.pone.0128692 http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0128692 Description of the files in this folder This folder contains two (2) filesTij.csvtable_municipalities.csv Tij.csvThis files contains the matrix Tij, i.e. the total number of trips between different municipalities in our database. The file has four columnsi -> the municipality origin id of the tripsj -> the municipality destination id of the tripsTij -> the number of trips between i and j (symmetric)dij -> the distance between municipalities table_municipalities.csvThis files contains the demographic, unemployment and Twitter variables for each of the municipalities considered. The file has 16 columnsid -> the official id of the municipalitypobTOT -> total population of the municipality (as of Jan 2013)pobACT -> total active (employable) population of the municipalitypobUNEMP -> total population unemployed in the municipalitypobACTYOUNG -> total active young (below 25 years) population of the municipalitypobUNEMPYOUNG -> total young (below 25 years) population unemployed in the municipalityntwsTOT -> total number of tweets geolocalized in the municipalityntwsWDAY -> total number of tweets from Monday to Friday (working days) in the municipalityS-geo -> Geographical Entropy of the trips from/to the municipalityS-social -> Social Entropy of the communications fromt/to the municipalitynusers -> Total number of users with "home" in the municipality (see paper text)morning -> Total number of tweets between 8-10am during working days in the municipalityafternoon -> Total number of tweets between 3-5pm during working days in the municipalitynight -> Total number of tweets between 12-3am during working days in the municipalitynmiss -> Total number of misspellers in the municipalityemp -> Total number of tweets mentioning "employment" Id's of the municipalities correspond with the official id's athttp://www.ine.es/daco/daco42/codmun/codmun10/10codmunmapa.htm
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2015-02-24
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