{"title":"Mobility patterns as contributors to Covid-19 spread in Croatia","authors":"Helena Kalaminec, I. Popović, Robert Spudić, R. Filjar","doi":"10.1063/5.0099921","DOIUrl":null,"url":null,"abstract":"General mobility of population is considered an important mechanism in contagion development. Here we contribute to understanding of the problem with the analysis of the effects of the general population mobility patterns on Covid-19 spread, based on openly available data provided by Google, Inc. (Global Mobility Reports) and Our World of Data (Global Covid-19 data) related to the situation in Croatia. Our machine learning-based analysis reveals several interesting insights into local customary behaviour that potentially affects the spread of disease, and identifies mobility patterns as the features with statistically significant contribution to development of epidemic indices in Republic of Croatia. © 2022 Author(s).","PeriodicalId":104294,"journal":{"name":"THE 9TH INTERNATIONAL CONFERENCE OF THE INDONESIAN CHEMICAL SOCIETY ICICS 2021: Toward a Meaningful Society","volume":"66 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"THE 9TH INTERNATIONAL CONFERENCE OF THE INDONESIAN CHEMICAL SOCIETY ICICS 2021: Toward a Meaningful Society","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1063/5.0099921","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
流动模式是导致Covid-19在克罗地亚传播的因素
人口的普遍流动被认为是传染病发展的重要机制。在此，我们基于谷歌公司提供的公开数据(全球流动性报告)和我们的数据世界(全球Covid-19数据)，分析了一般人口流动模式对Covid-19传播的影响，有助于理解这一问题。我们基于机器学习的分析揭示了对可能影响疾病传播的当地习惯行为的一些有趣见解，并将流动模式确定为对克罗地亚共和国流行病指数发展具有统计显着贡献的特征。©2022作者。
本文章由计算机程序翻译，如有差异，请以英文原文为准。
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