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                <text>Coronavirus</text>
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                <text>Dominio científico: Coronavirus</text>
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              <text>Covid-19: Open-Data Resources for Monitoring, Modeling, and Forecasting the Epidemic</text>
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              <text>Daniel G. Reina, Teodoro Alamo, Martina Mammarella, Alberto Abella</text>
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              <text>We provide an insight into the open-data resources pertinent to the study of the spread of the Covid-19 pandemic and its control. We identify the variables required to analyze fundamental aspects like seasonal behavior, regional mortality rates, and effectiveness of government measures. Open-data resources, along with data-driven methodologies, provide many opportunities to improve the response of the different administrations to the virus. We describe the present limitations and difficulties encountered in most of the open-data resources. To facilitate the access to the main open-data portals and resources, we identify the most relevant institutions, on a global scale, providing Covid-19 information and/or auxiliary variables (demographics, mobility, etc.). We also describe several open resources to access Covid-19 datasets at a country-wide level (i.e., China, Italy, Spain, France, Germany, US, etc.). To facilitate the rapid response to the study of the seasonal behavior of Covid-19, we enumerate the main open resources in terms of weather and climate variables. We also assess the reusability of some representative open-data sources.</text>
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              <text>2020</text>
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              <text>machine learning, open data, coronavirus, Data-driven Methods, SARS-CoV-2, COVID-19</text>
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              <text>DOI: 10.3390/electronics9050827</text>
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              <text>Electronics</text>
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          <name>Publisher</name>
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              <text>MDPI AG</text>
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          <name>Coverage</name>
          <description>The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant</description>
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              <text>Electronics</text>
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