{"id":3062,"date":"2020-05-10T16:15:55","date_gmt":"2020-05-10T19:15:55","guid":{"rendered":"https:\/\/www.ufrgs.br\/sig\/?p=3062"},"modified":"2020-08-16T20:32:15","modified_gmt":"2020-08-16T23:32:15","slug":"heatmaps-covid19-rs","status":"publish","type":"post","link":"https:\/\/www.ufrgs.br\/sig\/heatmaps-covid19-rs\/","title":{"rendered":"Heatmaps Covid-19 RS"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">Mapas de aquecimento de coronav\u00edrus (Covid-19) nos munic\u00edpios do Rio Grande do Sul.<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Publicado<\/strong> <strong>em<\/strong> 10\/05\/2020, 16:00<br><strong>Atualizado em<\/strong> 10\/05\/2020, 16:22<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Autor:<\/strong> <a rel=\"noreferrer noopener\" href=\"http:\/\/professor.ufrgs.br\/dagnino\" target=\"_blank\">Ricardo Dagnino<\/a><\/p>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group is-layout-flow wp-block-group-is-layout-flow\"><div class=\"wp-block-group__inner-container\"><\/div><\/div>\n<\/div><\/div>\n\n\n\n<div id=\"wp-block-themeisle-blocks-button-group-dfe51fa2\" class=\"wp-block-themeisle-blocks-button-group collapse-mobile wp-block-button\"><a href=\"https:\/\/www.ufrgs.br\/sig\/mapas\/\" target=\"_self\" class=\"wp-block-themeisle-blocks-button wp-block-themeisle-blocks-button-0 wp-block-button__link\" rel=\"noopener noreferrer\"><i class=\"fas fa-fw fa-globe-americas margin-right\"><\/i><span>Mais mapas<\/span><\/a><a href=\"https:\/\/www.ufrgs.br\/sig\/downloads\/covid19-rs-dados\/\" target=\"_self\" class=\"wp-block-themeisle-blocks-button wp-block-themeisle-blocks-button-1 wp-block-button__link\" rel=\"noopener noreferrer\"><i class=\"fas fa-fw fa-download margin-right\"><\/i><span>Downloads<\/span><\/a><a href=\"https:\/\/www.ufrgs.br\/sig\/publicacoes\" target=\"_self\" class=\"wp-block-themeisle-blocks-button wp-block-themeisle-blocks-button-2 wp-block-button__link\" rel=\"noopener noreferrer\"><i class=\"fas fa-fw fa-book-open margin-right\"><\/i><span>Publica\u00e7\u00f5es<\/span><\/a><\/div>\n\n\n\n<div style=\"height:41px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<h4 class=\"wp-block-heading\">Apresenta\u00e7\u00e3o<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Esta se\u00e7\u00e3o do SIG Litoral Norte apresenta os heatmaps (mapas de aquecimento) do cont\u00e1gio de coronav\u00edrus (Covid-19) nos munic\u00edpios ga\u00fachos. Veja a seguir alguns dados e mais adiante as informa\u00e7\u00f5es sobre como fizemos este mapa (fonte de dados, metodologia de trabalho). <\/p>\n<\/div><\/div>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<p id=\"wp-block-themeisle-blocks-advanced-heading-3c00f480\" class=\"wp-block-themeisle-blocks-advanced-heading wp-block-themeisle-blocks-advanced-heading-3c00f480\">Visite a p\u00e1gina de downloads de geodados: <a href=\"https:\/\/www.ufrgs.br\/sig\/downloads\/covid19-rs-dados\/?\">www.ufrgs.br\/sig\/downloads\/covid19-rs-dados<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Heatmaps<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Um mapa de aquecimento ou heatmap desenha caracter\u00edsticas pontuais como uma superf\u00edcie din\u00e2mica e representativa de densidade relativa. \u00c9 usado como simbologia de mapa para visualizar eventos pontuais (no nosso caso, os centr\u00f3ides dos munic\u00edpios) muito pr\u00f3ximos que n\u00e3o podem ser facilmente distinguidos.<\/p>\n\n\n\nngg_shortcode_0_placeholder\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<iframe width=\"800\" height=\"600\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"\" src=\"https:\/\/arcg.is\/5Sj4m\"><\/iframe>\n\n\n\n<span id=\"wp-block-themeisle-blocks-advanced-heading-61bf938b\" class=\"wp-block-themeisle-blocks-advanced-heading wp-block-themeisle-blocks-advanced-heading-61bf938b\">Abrir em tela cheia: <a href=\"https:\/\/arcg.is\/5Sj4m\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/arcg.is\/5Sj4m<\/a><\/span>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><a href=\"https:\/\/arcg.is\/0G4Lnu\"><img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/05\/heatmaps_automatizados-1024x518.jpg\" alt=\"\" class=\"wp-image-5665\" width=\"621\" height=\"314\" srcset=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/05\/heatmaps_automatizados-1024x518.jpg 1024w, https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/05\/heatmaps_automatizados-300x152.jpg 300w, https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/05\/heatmaps_automatizados-768x388.jpg 768w, https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/05\/heatmaps_automatizados-1536x777.jpg 1536w, https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/05\/heatmaps_automatizados-973x492.jpg 973w, https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/05\/heatmaps_automatizados-508x257.jpg 508w, https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/05\/heatmaps_automatizados.jpg 1904w\" sizes=\"(max-width: 621px) 100vw, 621px\" \/><\/a><figcaption>Clique na imagem para ver o aplicativo no arcgis online: <a href=\"https:\/\/arcg.is\/0G4Lnu\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/arcg.is\/0G4Lnu<\/a><\/figcaption><\/figure>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\"><strong>N\u00fameros totais e proporcionais \u00e0 popula\u00e7\u00e3o<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Os padr\u00f5es de distribui\u00e7\u00e3o espacial dos casos confirmados e das taxas por mil habitantes eram bem diferentes. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nos mapas de aquecimento (heatmap) com dados compilados at\u00e9 15\/04, nota-se um crescimento dos casos confirmados na regi\u00e3o de Santa Maria e um corredor de casos ligando Porto Alegre com Torres. Em termos relativos (taxas de casos por mil habitantes), percebe-se a consolida\u00e7\u00e3o dos casos em dire\u00e7\u00e3o \u00e0 Passo Fundo.  <\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"921\" height=\"624\" src=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/04\/Covid_RS_casos_heatmap_2020_04_15.jpg\" alt=\"\" class=\"wp-image-1326\" srcset=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/04\/Covid_RS_casos_heatmap_2020_04_15.jpg 921w, https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/04\/Covid_RS_casos_heatmap_2020_04_15-300x203.jpg 300w, https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/04\/Covid_RS_casos_heatmap_2020_04_15-768x520.jpg 768w\" sizes=\"(max-width: 921px) 100vw, 921px\" \/><figcaption><strong>Mapa de aquecimento (heatmap) \u2013 n\u00famero total de casos em rela\u00e7\u00e3o a dist\u00e2ncia entre os centr\u00f3ides dos munic\u00edpios<\/strong>.<br>Elaborado com base nos dados de 15\/04\/2020 \u2013 11h00 (Sec. Sa\u00fade \u2013 RS) e na estimativa de popula\u00e7\u00e3o municipal 2019 (IBGE, 2018c).<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/04\/Covid_RS_taxa_mil_heatmap_2020_04_15.jpg\"><img decoding=\"async\" width=\"911\" height=\"631\" src=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/04\/Covid_RS_taxa_mil_heatmap_2020_04_15.jpg\" alt=\"\" class=\"wp-image-1328\" srcset=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/04\/Covid_RS_taxa_mil_heatmap_2020_04_15.jpg 911w, https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/04\/Covid_RS_taxa_mil_heatmap_2020_04_15-300x208.jpg 300w, https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/04\/Covid_RS_taxa_mil_heatmap_2020_04_15-768x532.jpg 768w\" sizes=\"(max-width: 911px) 100vw, 911px\" \/><\/a><figcaption><strong>Mapa de aquecimento (heatmap) \u2013 taxa de casos por mil habitantes em rela\u00e7\u00e3o a dist\u00e2ncia entre os centr\u00f3ides dos munic\u00edpios<\/strong>.<br>Elaborado com base nos dados de 15\/04\/2020 \u2013 11h00 (Sec. Sa\u00fade \u2013 RS) e na estimativa de popula\u00e7\u00e3o municipal 2019 (IBGE, 2018c).<\/figcaption><\/figure>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">Os mapas de aquecimento (heatmaps) com base nos dados at\u00e9 7\/04 mostram que h\u00e1 grande concentra\u00e7\u00e3o de casos est\u00e1 em Porto Alegre, enquanto que em termos relativos (proporcionais \u00e0 popula\u00e7\u00e3o) existiam dois grandes polos de concentra\u00e7\u00e3o de casos: um entre as microrregi\u00f5es de Passo Fundo e Guapor\u00e9, e outro na microrregi\u00e3o Lajeado-Estrela. Em uma escala mais regional\/estadual, percebe-se que existe uma grande regi\u00e3o que abarca tamb\u00e9m as \u00e1reas metropolitanas de Porto Alegre, da Serra Ga\u00facha e do Litoral Norte.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/04\/Covid_RS_casos_heatmap_2020_04_07.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"899\" height=\"675\" src=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/04\/Covid_RS_casos_heatmap_2020_04_07.jpg\" alt=\"\" class=\"wp-image-1014\" srcset=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/04\/Covid_RS_casos_heatmap_2020_04_07.jpg 899w, https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/04\/Covid_RS_casos_heatmap_2020_04_07-300x225.jpg 300w, https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/04\/Covid_RS_casos_heatmap_2020_04_07-768x577.jpg 768w\" sizes=\"(max-width: 899px) 100vw, 899px\" \/><\/a><figcaption><strong>Mapa de aquecimento (heatmap) \u2013 n\u00famero total de casos em rela\u00e7\u00e3o a dist\u00e2ncia entre os centr\u00f3ides dos munic\u00edpios<\/strong>.<br>Elaborado com base nos dados de 7\/04\/2020 \u2013 11h00 (Sec. Sa\u00fade \u2013 RS) e na estimativa de popula\u00e7\u00e3o municipal 2019 (IBGE, 2018c).<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/04\/Covid_RS_taxa_mil_heatmap_2020_04_07.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"896\" height=\"672\" src=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/04\/Covid_RS_taxa_mil_heatmap_2020_04_07.jpg\" alt=\"\" class=\"wp-image-1015\" srcset=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/04\/Covid_RS_taxa_mil_heatmap_2020_04_07.jpg 896w, https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/04\/Covid_RS_taxa_mil_heatmap_2020_04_07-300x225.jpg 300w, https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/04\/Covid_RS_taxa_mil_heatmap_2020_04_07-768x576.jpg 768w\" sizes=\"(max-width: 896px) 100vw, 896px\" \/><\/a><figcaption><strong>Mapa de aquecimento (heatmap) \u2013 taxa de casos por mil habitantes em rela\u00e7\u00e3o a dist\u00e2ncia entre os centr\u00f3ides dos munic\u00edpios<\/strong>.<br>Elaborado com base nos dados de 7\/04\/2020 \u2013 11h00 (Sec. Sa\u00fade \u2013 RS) e na estimativa de popula\u00e7\u00e3o municipal 2019 (IBGE, 2018c).<\/figcaption><\/figure>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">Os mapas baseados nos dados acumulados at\u00e9 26\/03\/2020 mostram padr\u00f5es de distribui\u00e7\u00e3o semelhantes aos atuais. A maior diferen\u00e7a est\u00e1 no mapa de aquecimento (heatmap) das taxas que era mais concentrada na regi\u00e3o metropolitana da Serra Ga\u00facha. <\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/03\/Covid_RS_casos_conf_27_03_2020.png\"><img loading=\"lazy\" decoding=\"async\" width=\"736\" height=\"540\" src=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/03\/Covid_RS_casos_conf_27_03_2020.png\" alt=\"\" class=\"wp-image-728\" srcset=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/03\/Covid_RS_casos_conf_27_03_2020.png 736w, https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/03\/Covid_RS_casos_conf_27_03_2020-300x220.png 300w\" sizes=\"(max-width: 736px) 100vw, 736px\" \/><\/a><figcaption> <strong>Mapa de aquecimento (heatmap) &#8211; n\u00famero total de casos em rela\u00e7\u00e3o a dist\u00e2ncia entre os centr\u00f3ides dos munic\u00edpios<\/strong>.<br>Elaborado com base nos dados de 26\/03\/2020 (Sec. Sa\u00fade &#8211; RS) e na estimativa de popula\u00e7\u00e3o municipal 2019 (IBGE, 2018).<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/03\/Covid_RS_taxas_por_mil_hab_27_03_2020.png\"><img loading=\"lazy\" decoding=\"async\" width=\"744\" height=\"536\" src=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/03\/Covid_RS_taxas_por_mil_hab_27_03_2020.png\" alt=\"\" class=\"wp-image-729\" srcset=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/03\/Covid_RS_taxas_por_mil_hab_27_03_2020.png 744w, https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2020\/03\/Covid_RS_taxas_por_mil_hab_27_03_2020-300x216.png 300w\" sizes=\"(max-width: 744px) 100vw, 744px\" \/><\/a><figcaption> <strong>Mapa de aquecimento (heatmap) &#8211; taxas de casos por mil habitantes em rela\u00e7\u00e3o a dist\u00e2ncia entre os centr\u00f3ides dos munic\u00edpios. <\/strong><br>Elaborado com base nos dados de 26\/03\/2020 (Sec. Sa\u00fade &#8211; RS) e na estimativa de popula\u00e7\u00e3o municipal 2019 (IBGE, 2018). <\/figcaption><\/figure>\n\n\n\n<div class=\"wp-block-group is-layout-flow wp-block-group-is-layout-flow\"><div class=\"wp-block-group__inner-container\"><\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Painel de dados do Covid-19 nos munic\u00edpios <\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">Painel para smartphone\/m\u00f3vel<\/h4>\n\n\n\n<iframe scrolling=\"no\" allowfullscreen=\"\" src=\"https:\/\/bit.ly\/covid19_movel\" width=\"1080\" height=\"720\" frameborder=\"0\"><\/iframe>\n\n\n\n<p class=\"wp-block-paragraph\">Acesse o Painel de dados para desktop: <a rel=\"noreferrer noopener\" href=\"https:\/\/bit.ly\/covid19_movel\" target=\"_blank\">https:\/\/bit.ly\/covid19_movel<\/a><\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n\n\n<p class=\"wp-block-paragraph\">Para visualizar em Tela Grande no ArcGis Online: <a href=\"https:\/\/arcg.is\/Kb8nG0\" target=\"_blank\" rel=\"noreferrer noopener\">CLIQUE AQUI!<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Como fizemos esse mapa?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Utilizamos a plataforma ArcGis online para calcular Resumir dados e calcular centros de dispers\u00e3o. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">No ArcGis Online os m\u00e9todos para resumir centro e dispers\u00e3o s\u00e3o:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Fei\u00e7\u00e3o central &#8211; Identifica a fei\u00e7\u00e3o localizada centralmente em um conjunto de dados.<\/li><li>Centro m\u00e9dio &#8211; Identifica o centro geogr\u00e1fico (ou o centro de concentra\u00e7\u00e3o) para um conjunto de fei\u00e7\u00f5es.<\/li><li>Centro mediano &#8211; Identifica a posi\u00e7\u00e3o que minimiza a dist\u00e2ncia Euclidiana global para as fei\u00e7\u00f5es em um conjunto de dados.<\/li><li>Elipse &#8211; Cria elipse de desvio padr\u00e3o para resumir as caracter\u00edsticas espaciais de fei\u00e7\u00f5es geogr\u00e1ficas: propens\u00e3o central, dispers\u00e3o e tend\u00eancias direcionais. As elipses podem ser de tamanhos como desvio padr\u00e3o 1, 2 ou 3.<\/li><\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">Fonte dos dados<\/h4>\n\n\n\n<ol class=\"wp-block-list\"><li>Website Coronav\u00edrus -Covid-19 RS. Secretaria Estadual de Sa\u00fade do Rio Grande do Sul. Dispon\u00edvel em: <a href=\"http:\/\/ti.saude.rs.gov.br\/covid19\/\">http:\/\/ti.saude.rs.gov.br\/covid19\/<\/a>. Com dados atualizados a partir de 27\/03\/2020.<\/li><li>IBGE &#8211; Instituto Brasileiro de Geografia e Estat\u00edstica. Limites municipais.Rio de Janeiro: IBGE, 2018a. Dispon\u00edvel em:&nbsp;<a rel=\"noreferrer noopener\" href=\"https:\/\/bit.ly\/IBGE_munic2018\" target=\"_blank\">https:\/\/bit.ly\/IBGE_munic2018<\/a><\/li><li>IBGE &#8211; Instituto Brasileiro de Geografia e Estat\u00edstica. Proje\u00e7\u00e3o da popula\u00e7\u00e3o do Rio Grande do Sul por sexo e idade para 2020. Estimativas de popula\u00e7\u00e3o por grupo et\u00e1rio no estado do Rio Grande do Sul. Rio de Janeiro: IBGE, 2018b. Dispon\u00edvel em<a rel=\"noreferrer noopener\" href=\"https:\/\/www.ibge.gov.br\/estatisticas\/sociais\/populacao\/9109-projecao-da-populacao.html\" target=\"_blank\">: https:\/\/bit.ly\/IBGE_pop_proj<\/a>, acesso 3\/04\/2020.<\/li><li>IBGE. Estimativas populacionais dos munic\u00edpios em 2019. Rio de Janeiro: IBGE, 2018c.&nbsp;dispon\u00edvel em: <a rel=\"noreferrer noopener\" aria-label=\"https:\/\/sidra.ibge.gov.br\/tabela\/6579 (abre numa nova aba)\" href=\"https:\/\/sidra.ibge.gov.br\/tabela\/6579\" target=\"_blank\">https:\/\/sidra.ibge.gov.br\/tabela\/6579<\/a>. <\/li><\/ol>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Processamento<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Os dados contidos nos boletins epidemiol\u00f3gicos disponibilizados em PDF (SESRS, 2020a) foram digitados em uma planilha contendo os nomes dos munic\u00edpios, casos confirmados, \u00f3bitos, e caracter\u00edsticas dos pacientes como grupo et\u00e1rio e sexo. Este passo foi realizado at\u00e9 o dia 27\/03, quando os informes pararam de circular.<\/li><li>A partir do dia 27\/03, os dados contidos na p\u00e1gina criada para hospedar os dados sobre covid-19 no RS (SESRS, 2020b) foram consultados visualmente, lendo-se os dados diretamente na tela, tendo em vista a dificuldade de acess\u00e1-los digitalmente.<\/li><li>Foram elaborados gr\u00e1ficos mostrando a evolu\u00e7\u00e3o do n\u00famero de casos e a distribui\u00e7\u00e3o dos casos na popula\u00e7\u00e3o por idade e sexo no estado.<\/li><li>Com base na estimativa de popula\u00e7\u00e3o dos munic\u00edpios em 2019 (IBGE, 2018) foram calculadas as taxas de casos confirmados de Covid-19 para cada 1.000 habitantes. <\/li><li>Foram gerados os mapas para os diferentes atributos, tanto em pontos quanto em quantitativo municipal.<\/li><li> Foi criado um Dashboard de casos utilizando layout semelhante ao da Johns Hopkins University JHU (<a rel=\"noreferrer noopener\" aria-label=\"https:\/\/bit.ly\/Covid19_JHU (abre numa nova aba)\" href=\"https:\/\/bit.ly\/Covid19_JHU\" target=\"_blank\">https:\/\/bit.ly\/Covid19_JHU<\/a>). <\/li><\/ul>\n\n\n\n<div style=\"height:28px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">Conhe\u00e7a outras bases de dados:<\/h4>\n\n\n\n<ul class=\"wp-block-list\"><li>Mapeamento dos casos de Covid-19 &#8211; <a rel=\"noreferrer noopener\" aria-label=\"http:\/\/ti.saude.rs.gov.br\/covid19\/ (abre numa nova aba)\" href=\"http:\/\/ti.saude.rs.gov.br\/covid19\/\" target=\"_blank\">http:\/\/ti.saude.rs.gov.br\/covid19\/<\/a><\/li><li>Painel de registros de Coronav\u00edrus da ESRI: <a href=\"https:\/\/blog.img.com.br\/arcgis\/coronavirus-em-tempo-real\/\">https:\/\/blog.img.com.br\/arcgis<\/a><\/li><li>Dados da Secretaria Municipal de Sa\u00fade de Porto Alegre: <a rel=\"noreferrer noopener\" aria-label=\"https:\/\/bit.ly\/Covid19_POA (abre numa nova aba)\" href=\"https:\/\/bit.ly\/Covid19_POA\" target=\"_blank\">https:\/\/bit.ly\/Covid19_POA<\/a><\/li><li>JUSTEN, \u00c1lvaro. Dados di\u00e1rios mais recentes do coronav\u00edrus por munic\u00edpio brasileiro. Blog Brasil I.O., 23 mar\u00e7o 2020. <a rel=\"noreferrer noopener\" href=\"https:\/\/bit.ly\/Brasil_io_covid19\" target=\"_blank\">https:\/\/bit.ly\/Brasil_io_covid19<\/a><\/li><li>COVID-19 | SIGPampa: <a rel=\"noreferrer noopener\" href=\"https:\/\/bit.ly\/sig_pampa\" target=\"_blank\">https:\/\/bit.ly\/sig_pampa<\/a><\/li><li>Mapa do Brasil baseado nos dados de Brasiol.IO: <a rel=\"noreferrer noopener\" aria-label=\" (abre numa nova aba)\" href=\"https:\/\/tiago-gandra.shinyapps.io\/COVID-Brasil-io\/\" target=\"_blank\">https:\/\/tiago-gandra.shinyapps.io<\/a> &#8211;  <a rel=\"noreferrer noopener\" aria-label=\"https:\/\/www.ufrgs.br\/sig\/mapas\/covid19-br (abre numa nova aba)\" href=\"https:\/\/www.ufrgs.br\/sig\/mapas\/covid19-br\" target=\"_blank\">www.ufrgs.br\/sig\/mapas\/covid19-br<\/a><\/li><li>Dashboards do Instituto de Inform\u00e1tica da UFRGS &#8211; <a href=\"https:\/\/www.ufrgs.br\/coronavis\/#tab-dashboards\">https:\/\/www.ufrgs.br\/coronavis\/#tab-dashboards<\/a><\/li><li>Proje\u00e7\u00e3o de casos: Observat\u00f3rio COVID-19 BR em parceria com o Grupo T\u00e9cnico de Assessoramento em Epidemiologia e Modelagem Matem\u00e1tica COVID19 (SMS SP). <a href=\"https:\/\/covid19br.github.io\/informacoes.html\">https:\/\/covid19br.github.io\/informacoes.html<\/a><\/li><li>Johns Hopkins University JHU . <a href=\"https:\/\/bit.ly\/Covid19_JHU\">https:\/\/bit.ly\/Covid19_JHU<\/a><\/li><li>World Health Organization \u2013 Coronavirus (COVID-19) dashboard \u2013 <a href=\"https:\/\/who.sprinklr.com\/\">https:\/\/who.sprinklr.com\/<\/a><\/li><li>European Centre for Disease Prevention and Control (ECDC) 2020. Dispon\u00edvel em: <a rel=\"noreferrer noopener\" href=\"https:\/\/www.ecdc.europa.eu\/en\/publications-data\/download-todays-data-geographic-distribution-covid-19-cases-worldwide\" target=\"_blank\">https:\/\/www.ecdc.europa.eu<\/a> <\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Heatmaps (Mapas de aquecimento) do #covid19 no Rio Grande do Sul. 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