Pub Date : 2023-08-16DOI: 10.1140/epjds/s13688-023-00408-3
A. Dmowska, T. Stepinski
{"title":"Spatio-temporal changes in racial segregation and diversity in large US cities from 1990 to 2020: a visual data analysis","authors":"A. Dmowska, T. Stepinski","doi":"10.1140/epjds/s13688-023-00408-3","DOIUrl":"https://doi.org/10.1140/epjds/s13688-023-00408-3","url":null,"abstract":"","PeriodicalId":11887,"journal":{"name":"EPJ Data Science","volume":"12 1","pages":"1-18"},"PeriodicalIF":3.6,"publicationDate":"2023-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49364227","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-08-10DOI: 10.1140/epjds/s13688-023-00393-7
Joshua Garland, Keyan Ghazi-Zahedi, Jean-Gabriel Young, Laurent Hébert-Dufresne, M. Galesic
{"title":"Correction: Impact and dynamics of hate and counter speech online","authors":"Joshua Garland, Keyan Ghazi-Zahedi, Jean-Gabriel Young, Laurent Hébert-Dufresne, M. Galesic","doi":"10.1140/epjds/s13688-023-00393-7","DOIUrl":"https://doi.org/10.1140/epjds/s13688-023-00393-7","url":null,"abstract":"","PeriodicalId":11887,"journal":{"name":"EPJ Data Science","volume":"12 1","pages":"1"},"PeriodicalIF":3.6,"publicationDate":"2023-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44515215","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-07-28DOI: 10.1140/epjds/s13688-023-00405-6
Neeti Pokhriyal, B. Valentino, Soroush Vosoughi
{"title":"Quantifying participation biases on social media","authors":"Neeti Pokhriyal, B. Valentino, Soroush Vosoughi","doi":"10.1140/epjds/s13688-023-00405-6","DOIUrl":"https://doi.org/10.1140/epjds/s13688-023-00405-6","url":null,"abstract":"","PeriodicalId":11887,"journal":{"name":"EPJ Data Science","volume":"12 1","pages":"1-20"},"PeriodicalIF":3.6,"publicationDate":"2023-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47482929","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-07-10DOI: 10.1140/epjds/s13688-023-00402-9
Golshid Ranjbaran, Diego Reforgiato Recupero, Gianfranco Lombardo, S. Consoli
{"title":"Leveraging augmentation techniques for tasks with unbalancedness within the financial domain: a two-level ensemble approach","authors":"Golshid Ranjbaran, Diego Reforgiato Recupero, Gianfranco Lombardo, S. Consoli","doi":"10.1140/epjds/s13688-023-00402-9","DOIUrl":"https://doi.org/10.1140/epjds/s13688-023-00402-9","url":null,"abstract":"","PeriodicalId":11887,"journal":{"name":"EPJ Data Science","volume":"12 1","pages":"1-31"},"PeriodicalIF":3.6,"publicationDate":"2023-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42786250","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-04-13DOI: 10.1140/epjds/s13688-023-00409-2
Salvatore Citraro, S. Deyne, Massimo Stella, Giulio Rossetti
{"title":"Towards hypergraph cognitive networks as feature-rich models of knowledge","authors":"Salvatore Citraro, S. Deyne, Massimo Stella, Giulio Rossetti","doi":"10.1140/epjds/s13688-023-00409-2","DOIUrl":"https://doi.org/10.1140/epjds/s13688-023-00409-2","url":null,"abstract":"","PeriodicalId":11887,"journal":{"name":"EPJ Data Science","volume":" ","pages":"1-22"},"PeriodicalIF":3.6,"publicationDate":"2023-04-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47177173","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-03-21DOI: 10.1140/epjds/s13688-023-00388-4
Yu-Ru Lin, Shaomei Wu, Winter A. Mason
{"title":"Mapping language literacy at scale: a case study on Facebook","authors":"Yu-Ru Lin, Shaomei Wu, Winter A. Mason","doi":"10.1140/epjds/s13688-023-00388-4","DOIUrl":"https://doi.org/10.1140/epjds/s13688-023-00388-4","url":null,"abstract":"","PeriodicalId":11887,"journal":{"name":"EPJ Data Science","volume":"12 1","pages":"1-21"},"PeriodicalIF":3.6,"publicationDate":"2023-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47224636","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-03-02DOI: 10.1140/epjds/s13688-023-00380-y
Han Zhuang, Tzu-Yang Huang, Daniel Ernesto Acuna
{"title":"A computational analysis of accessibility, readability, and explainability of figures in open access publications","authors":"Han Zhuang, Tzu-Yang Huang, Daniel Ernesto Acuna","doi":"10.1140/epjds/s13688-023-00380-y","DOIUrl":"https://doi.org/10.1140/epjds/s13688-023-00380-y","url":null,"abstract":"","PeriodicalId":11887,"journal":{"name":"EPJ Data Science","volume":"12 1","pages":"1-16"},"PeriodicalIF":3.6,"publicationDate":"2023-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41825467","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-02-03DOI: 10.1140/epjds/s13688-022-00376-0
Lluc Font-Pomarol, Angelo Piga, R. M. Garcia-Teruel, Sergio Nasarre-Aznar, M. Sales-Pardo, R. Guimerà
{"title":"Socially disruptive periods and topics from information-theoretical analysis of judicial decisions","authors":"Lluc Font-Pomarol, Angelo Piga, R. M. Garcia-Teruel, Sergio Nasarre-Aznar, M. Sales-Pardo, R. Guimerà","doi":"10.1140/epjds/s13688-022-00376-0","DOIUrl":"https://doi.org/10.1140/epjds/s13688-022-00376-0","url":null,"abstract":"","PeriodicalId":11887,"journal":{"name":"EPJ Data Science","volume":"12 1","pages":"1-15"},"PeriodicalIF":3.6,"publicationDate":"2023-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45542400","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-02DOI: 10.1140/epjds/s13688-023-00401-w
Alejandro Vigna-G'omez, Javier Murillo, Manelik Ramirez, A. Borbolla, Ian M'arquez, Prasun K. Ray
{"title":"Design and analysis of tweet-based election models for the 2021 Mexican legislative election","authors":"Alejandro Vigna-G'omez, Javier Murillo, Manelik Ramirez, A. Borbolla, Ian M'arquez, Prasun K. Ray","doi":"10.1140/epjds/s13688-023-00401-w","DOIUrl":"https://doi.org/10.1140/epjds/s13688-023-00401-w","url":null,"abstract":"","PeriodicalId":11887,"journal":{"name":"EPJ Data Science","volume":"12 1","pages":"1-17"},"PeriodicalIF":3.6,"publicationDate":"2023-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41502708","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01Epub Date: 2023-06-06DOI: 10.1140/epjds/s13688-023-00395-5
Nicolò Gozzi, Niccolò Comini, Nicola Perra
Adherence to the non-pharmaceutical interventions (NPIs) put in place to mitigate the spreading of infectious diseases is a multifaceted problem. Several factors, including socio-demographic and socio-economic attributes, can influence the perceived susceptibility and risk which are known to affect behavior. Furthermore, the adoption of NPIs is dependent upon the barriers, real or perceived, associated with their implementation. Here, we study the determinants of NPIs adherence during the first wave of the COVID-19 Pandemic in Colombia, Ecuador, and El Salvador. Analyses are performed at the level of municipalities and include socio-economic, socio-demographic, and epidemiological indicators. Furthermore, by leveraging a unique dataset comprising tens of millions of internet Speedtest® measurements from Ookla®, we investigate the quality of the digital infrastructure as a possible barrier to adoption. We use mobility changes provided by Meta as a proxy of adherence to NPIs and find a significant correlation between mobility drops and digital infrastructure quality. The relationship remains significant after controlling for several factors. This finding suggests that municipalities with better internet connectivity were able to afford higher mobility reductions. We also find that mobility reductions were more pronounced in larger, denser, and wealthier municipalities.
Supplementary information: The online version contains supplementary material available at 10.1140/epjds/s13688-023-00395-5.
{"title":"The adoption of non-pharmaceutical interventions and the role of digital infrastructure during the COVID-19 pandemic in Colombia, Ecuador, and El Salvador.","authors":"Nicolò Gozzi, Niccolò Comini, Nicola Perra","doi":"10.1140/epjds/s13688-023-00395-5","DOIUrl":"10.1140/epjds/s13688-023-00395-5","url":null,"abstract":"<p><p>Adherence to the non-pharmaceutical interventions (NPIs) put in place to mitigate the spreading of infectious diseases is a multifaceted problem. Several factors, including socio-demographic and socio-economic attributes, can influence the perceived susceptibility and risk which are known to affect behavior. Furthermore, the adoption of NPIs is dependent upon the barriers, real or perceived, associated with their implementation. Here, we study the determinants of NPIs adherence during the first wave of the COVID-19 Pandemic in Colombia, Ecuador, and El Salvador. Analyses are performed at the level of municipalities and include socio-economic, socio-demographic, and epidemiological indicators. Furthermore, by leveraging a unique dataset comprising tens of millions of internet Speedtest® measurements from Ookla®, we investigate the quality of the digital infrastructure as a possible barrier to adoption. We use mobility changes provided by Meta as a proxy of adherence to NPIs and find a significant correlation between mobility drops and digital infrastructure quality. The relationship remains significant after controlling for several factors. This finding suggests that municipalities with better internet connectivity were able to afford higher mobility reductions. We also find that mobility reductions were more pronounced in larger, denser, and wealthier municipalities.</p><p><strong>Supplementary information: </strong>The online version contains supplementary material available at 10.1140/epjds/s13688-023-00395-5.</p>","PeriodicalId":11887,"journal":{"name":"EPJ Data Science","volume":"12 1","pages":"18"},"PeriodicalIF":3.6,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10243255/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9612333","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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