<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>2222-145X</journal-id>
<journal-title><![CDATA[Reportes científicos de la FACEN]]></journal-title>
<abbrev-journal-title><![CDATA[Rep. cient. FACEN]]></abbrev-journal-title>
<issn>2222-145X</issn>
<publisher>
<publisher-name><![CDATA[Facultad de Ciencias Exactas y Naturales]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S2222-145X2022000100064</article-id>
<article-id pub-id-type="doi">10.18004/rcfacen.2022.13.1.64</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Análisis de la variabilidad de reportados de COVID-19 en tres semanas en relación con parámetros de movilidad]]></article-title>
<article-title xml:lang="en"><![CDATA[Analysis of the variability of reported COVID-19 over three weeks in relation to mobility parameters]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[López Pezoa]]></surname>
<given-names><![CDATA[Edgar]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Grillo]]></surname>
<given-names><![CDATA[Sebastián Alberto]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Nacional de Asunción Facultad de Ciencias Exactas y Naturales Departamento de Matemática]]></institution>
<addr-line><![CDATA[San Lorenzo ]]></addr-line>
<country>Paraguay</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>06</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>06</month>
<year>2022</year>
</pub-date>
<volume>13</volume>
<numero>1</numero>
<fpage>64</fpage>
<lpage>72</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://scielo.iics.una.py/scielo.php?script=sci_arttext&amp;pid=S2222-145X2022000100064&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.iics.una.py/scielo.php?script=sci_abstract&amp;pid=S2222-145X2022000100064&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.iics.una.py/scielo.php?script=sci_pdf&amp;pid=S2222-145X2022000100064&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen: Determinar la relación de los patrones de movilidad sobre la evolución de la pandemia de COVID-19, tiene aplicación potencial en mejores políticas para controlar la pandemia. Google disponibiliza datos de movi lidad de cada país donde se registran los cambios porcentuales promedios de la población sobre 6 categorías: 1) Espacios recreativos cerrados, 2) supermercados y farmacias, 3) estaciones de transporte, 4) parques y lugares abiertos, 5) lugares de trabajo y 6) zonas residenciales. Además, tenemos la serie de casos diarios reportados de COVID-19 a lo largo de la pandemia. En este trabajo aplicamos un suavizado semanal a todas las secuencias de tiempo y además calculamos un factor de variación entre el número de casos reportados en 21 días y el número de casos reportados actual. Después se aplica un (i) análisis de componentes principales con las series de movilidad etiquetadas según el factor de variación de reportados y (ii) un análisis de correlación entre las series de movilidad y el factor de variación de reportados. Los resultados sobre los datos de Argentina, Brasil, Canadá, Chile, Estados Unidos, India, México, Polonia, Rusia y Turquía, muestran que los datos de movilidad pueden ser más o menos determinantes dependiendo del país. Además, que las tendencias de movimiento en áreas residenciales están significativamente correlacionadas a la reducción de los casos reportados en la mayoría de los países, sin embargo, las correlaciones de las variables de movilidad pueden variar bastante de país en país.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract: Determining the relationship of mobility patterns on the evolution of the COVID-19 pandemic has potential application in better policies to control the pandemic. Google makes available mobility data for each country where the average percentage changes of the population are recorded over 6 categories: 1) enclosed recreational spaces, 2) supermarkets and pharmacies, 3) transportation stations, 4) parks and open places, 5) workplaces and 6) residential areas. In addition, we have the series of daily reported COVID-19 cases throughout the pandemic. In this paper we apply a weekly smoothing to all time sequences and further calculate a variation factor between the number of reported cases in 21 days and the current number of reported cases. We then apply a (i) principal component analysis with the mobility series labeled according to the reported variation factor and (ii) a correlation analysis between the mobility series and the reported variation factor. The results on data from Argentina, Brazil, Canada, Chile, India, Mexico, Poland, Russia, Turkey, and the United States show that mobility data can be more or less determinant depending on the country. In addition, trends of movement in residential areas are significantly correlated to the reduction of reported cases in most countries, however the correlations of mobility variables may vary quite a bit from country to country.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[COVID-19]]></kwd>
<kwd lng="es"><![CDATA[movilidad]]></kwd>
<kwd lng="es"><![CDATA[análisis de correlación]]></kwd>
<kwd lng="es"><![CDATA[análisis de componentes principales]]></kwd>
<kwd lng="es"><![CDATA[series de tiempo]]></kwd>
<kwd lng="en"><![CDATA[COVID-19]]></kwd>
<kwd lng="en"><![CDATA[mobility]]></kwd>
<kwd lng="en"><![CDATA[correlation analysis]]></kwd>
<kwd lng="en"><![CDATA[principal component analysis]]></kwd>
<kwd lng="en"><![CDATA[time series]]></kwd>
</kwd-group>
</article-meta>
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