{"id":8637,"date":"2021-08-06T10:25:49","date_gmt":"2021-08-06T13:25:49","guid":{"rendered":"https:\/\/www.ufrgs.br\/sig\/?p=8637"},"modified":"2021-09-26T21:28:53","modified_gmt":"2021-09-27T00:28:53","slug":"atualizacao-covid19-webscrap-python","status":"publish","type":"post","link":"https:\/\/www.ufrgs.br\/sig\/atualizacao-covid19-webscrap-python\/","title":{"rendered":"Atualiza\u00e7\u00e3o de dados Covid-19 utilizando Webscrap e Python"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">Manuais, apresenta\u00e7\u00e3o e trabalho publicado elaborados pelo bolsista Martim Presser.<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Publicado<\/strong> <strong>em<\/strong> 6\/08\/2021, 10:15<br><strong>Atualizado em<\/strong> 26\/09\/2021, 21:28<\/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\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\"><\/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-buttons align-center\">\n<div id=\"wp-block-themeisle-blocks-button-05181c2b\" class=\"wp-block-themeisle-blocks-button wp-block-button\"><a href=\"https:\/\/www.ufrgs.br\/sig\/mapas\/\" target=\"_self\" rel=\"noopener noreferrer\" class=\"wp-block-button__link\"><i class=\"fas fa-fw fa-globe-americas margin-right\"><\/i><span>Mais mapas<\/span><\/a><\/div>\n\n\n\n<div id=\"wp-block-themeisle-blocks-button-6696683d\" class=\"wp-block-themeisle-blocks-button wp-block-button\"><a href=\"https:\/\/www.ufrgs.br\/sig\/downloads\/covid19-rs-dados\/\" target=\"_self\" rel=\"noopener noreferrer\" class=\"wp-block-button__link\"><i class=\"fas fa-fw fa-download margin-right\"><\/i><span>Downloads<\/span><\/a><\/div>\n\n\n\n<div id=\"wp-block-themeisle-blocks-button-d13eda77\" class=\"wp-block-themeisle-blocks-button wp-block-button\"><a href=\"https:\/\/www.ufrgs.br\/sig\/publicacoes\" target=\"_self\" rel=\"noopener noreferrer\" class=\"wp-block-button__link\"><i class=\"fas fa-fw fa-book-open margin-right\"><\/i><span>Publica\u00e7\u00f5es<\/span><\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:41px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">Resumo:<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Durante os trabalhos de atualiza\u00e7\u00e3o di\u00e1ria dos dados de Covid-19 no Rio Grande do Sul nos deparamos com tarefas repetitivas que poderiam ser automatizadas. Nesse sentido, o aluno de Engenharia de Computa\u00e7\u00e3o e bolsista de Inicia\u00e7\u00e3o Cient\u00edfica Martim Kowalczuk Presser elaborou um script baseado em Python utilizando WebScrap. A aplica\u00e7\u00e3o desse script resultou em uma significativa redu\u00e7\u00e3o do tempo necess\u00e1rio para atualiza\u00e7\u00e3o dos dados, permitindo  aos demais pesquisadores o tempo livre para elaborarem outras an\u00e1lises.  O trabalho foi apresentado durante a 10\u00aa MoExP &#8211; Mostra de Ensino, Extens\u00e3o e Pesquisa do Instituto Federal de Educa\u00e7\u00e3o, Ci\u00eancia e Tecnologia do Rio Grande do Sul &#8211; Campus Os\u00f3rio &#8211; MOEXP 2020, realizada de forma virtual em in\u00edcio de 2021. Ao final, depois de ser avaliado pelos organizadores, recebeu o t\u00edtulo de Destaque de melhor trabalho apresentado na sess\u00e3o da 10\u00aa MOEXP, IFRS-Campus Os\u00f3rio.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Observa\u00e7\u00e3o:<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">O presente trabalho foi realizado com o apoio da Pr\u00f3-Reitoria de Pesquisa &#8211; UFRGS &#8211; Brasil atrav\u00e9s do Programa de Inicia\u00e7\u00e3o Cient\u00edfica Volunt\u00e1ria.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">V\u00eddeo onde Martim explica resumidamente o trabalho realizado:<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Depois de enviado o trabalho completo, foi enviado aceito<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.youtube.com\/watch?v=tD7wM_t-C_M\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.youtube.com\/watch?v=tD7wM_t-C_M <\/a><\/p>\n\n\n\n<iframe width=\"560\" height=\"315\" src=\"https:\/\/www.youtube.com\/embed\/tD7wM_t-C_M\" title=\"YouTube video player\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen=\"\"><\/iframe>\n\n\n\n<div style=\"height:46px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Trabalho completo:<\/h3>\n\n\n<section class='__wpdm_gb_section __wpdm_gb_package'><div class='w3eden'><!-- WPDM Link Template: Call to Action 3 -->\n\n<div class=\"well c2a3\">\n    <div class=\"media\">\n        <div class=\"mr-3\" align=\"left\">\n            <img decoding=\"async\" class=\"wpdm_icon\" alt=\"\u00edcone\" src=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/plugins\/download-manager\/assets\/file-type-icons\/pdf.svg\" \/>\n        <\/div>\n        <div class=\"media-body\">\n            <h3 class=\"media-heading\" style=\"padding-top: 0px;border:0px;margin: 0 0 5px 0;font-size:12pt;\">\n                <a style=\"font-weight: 700\" href=\"https:\/\/www.ufrgs.br\/sig\/download\/trabalho-completo-moexp-atualizacao-covid19-webscrap-python\/\">Trabalho completo: Automatiza\u00e7\u00e3o da aquisi\u00e7\u00e3o de dados de Covid-19 por web scraping<\/a>\n                <span style=\"font-size:8pt;font-weight:300\" class=\"text-muted ml-4\">\n                    <i class=\"fas fa-hdd mr-1\"><\/i> 94.49 KB\n                    <i class=\"ml-3 far fa-arrow-alt-circle-down mr-1\"><\/i> 59 downloads\n                <\/span>\n            <\/h3>\n            Refer\u00eancia:\nPRESSER, M.; DAGNINO, R.; WEBER, E. Automatiza\u00e7\u00e3o da aquisi\u00e7\u00e3o de&#8230;\n        <\/div>\n        <div class=\"ml-3\" align=\"right\">\n            <a class='wpdm-download-link download-on-click btn btn-primary ' rel='nofollow' href='#' data-downloadurl=\"https:\/\/www.ufrgs.br\/sig\/download\/trabalho-completo-moexp-atualizacao-covid19-webscrap-python\/?wpdmdl=9166&#038;refresh=6ae45ece6f4db1793351374\">Download<\/a>\n        <\/div>\n    <\/div>\n\n<\/div>\n<style>\n    .well.c2a3 .btn {\n        padding: 11px 30px;\n        font-size: 11pt;\n    }\n\n    .well.c2a3 .media-body {\n        font-size: 11pt;\n    }\n\n    .well.c2a3 .wpdm_icon {\n        height: 42px;\n        width: auto;\n    }<\/style>\n<\/div><\/section>\n\n\n<div style=\"height:46px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Apresenta\u00e7\u00e3o do trabalho:<\/h3>\n\n\n<section class='__wpdm_gb_section __wpdm_gb_package'><div class='w3eden'><!-- WPDM Link Template: Call to Action 3 -->\n\n<div class=\"well c2a3\">\n    <div class=\"media\">\n        <div class=\"mr-3\" align=\"left\">\n            <img decoding=\"async\" class=\"wpdm_icon\" alt=\"\u00edcone\" src=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/plugins\/download-manager\/assets\/file-type-icons\/pdf.svg\" \/>\n        <\/div>\n        <div class=\"media-body\">\n            <h3 class=\"media-heading\" style=\"padding-top: 0px;border:0px;margin: 0 0 5px 0;font-size:12pt;\">\n                <a style=\"font-weight: 700\" href=\"https:\/\/www.ufrgs.br\/sig\/download\/apresentacao-automatizacao-covid-19\/\">Apresenta\u00e7\u00e3o do trabalho: Automatiza\u00e7\u00e3o da aquisi\u00e7\u00e3o de dados de Covid-19 por web scraping<\/a>\n                <span style=\"font-size:8pt;font-weight:300\" class=\"text-muted ml-4\">\n                    <i class=\"fas fa-hdd mr-1\"><\/i> 94.49 KB\n                    <i class=\"ml-3 far fa-arrow-alt-circle-down mr-1\"><\/i> 26 downloads\n                <\/span>\n            <\/h3>\n            Refer\u00eancia:\nPRESSER, M.; DAGNINO, R. WEBER, E. Automatiza\u00e7\u00e3o da aquisi\u00e7\u00e3o de&#8230;\n        <\/div>\n        <div class=\"ml-3\" align=\"right\">\n            <a class='wpdm-download-link download-on-click btn btn-primary ' rel='nofollow' href='#' data-downloadurl=\"https:\/\/www.ufrgs.br\/sig\/download\/apresentacao-automatizacao-covid-19\/?wpdmdl=8674&#038;refresh=6ae45ece74b9e1793351374\">Download<\/a>\n        <\/div>\n    <\/div>\n\n<\/div>\n<style>\n    .well.c2a3 .btn {\n        padding: 11px 30px;\n        font-size: 11pt;\n    }\n\n    .well.c2a3 .media-body {\n        font-size: 11pt;\n    }\n\n    .well.c2a3 .wpdm_icon {\n        height: 42px;\n        width: auto;\n    }<\/style>\n<\/div><\/section>\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2021\/08\/PRESSER_et_al_apresentacao_automatizacao_10MoExp_slide_grafico.jpg\"><img fetchpriority=\"high\" decoding=\"async\" width=\"960\" height=\"540\" src=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2021\/08\/PRESSER_et_al_apresentacao_automatizacao_10MoExp_slide_grafico.jpg\" alt=\"\" class=\"wp-image-8692\" srcset=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2021\/08\/PRESSER_et_al_apresentacao_automatizacao_10MoExp_slide_grafico.jpg 960w, https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2021\/08\/PRESSER_et_al_apresentacao_automatizacao_10MoExp_slide_grafico-300x169.jpg 300w, https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2021\/08\/PRESSER_et_al_apresentacao_automatizacao_10MoExp_slide_grafico-768x432.jpg 768w, https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2021\/08\/PRESSER_et_al_apresentacao_automatizacao_10MoExp_slide_grafico-508x286.jpg 508w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2021\/08\/PRESSER_et_al_apresentacao_automatizacao_10MoExp_slide_tabela.jpg\"><img decoding=\"async\" width=\"960\" height=\"540\" src=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2021\/08\/PRESSER_et_al_apresentacao_automatizacao_10MoExp_slide_tabela.jpg\" alt=\"\" class=\"wp-image-8693\" srcset=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2021\/08\/PRESSER_et_al_apresentacao_automatizacao_10MoExp_slide_tabela.jpg 960w, https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2021\/08\/PRESSER_et_al_apresentacao_automatizacao_10MoExp_slide_tabela-300x169.jpg 300w, https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2021\/08\/PRESSER_et_al_apresentacao_automatizacao_10MoExp_slide_tabela-768x432.jpg 768w, https:\/\/www.ufrgs.br\/sig\/wp-content\/uploads\/2021\/08\/PRESSER_et_al_apresentacao_automatizacao_10MoExp_slide_tabela-508x286.jpg 508w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:46px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Tutoriais e Manuais mais recentes:<\/h2>\n\n\n<section class='__wpdm_gb_section __wpdm_gb_package'><div class='w3eden'><!-- WPDM Link Template: Call to Action 3 -->\n\n<div class=\"well c2a3\">\n    <div class=\"media\">\n        <div class=\"mr-3\" align=\"left\">\n            <img decoding=\"async\" class=\"wpdm_icon\" alt=\"\u00edcone\" src=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/plugins\/download-manager\/assets\/file-type-icons\/pdf.svg\" \/>\n        <\/div>\n        <div class=\"media-body\">\n            <h3 class=\"media-heading\" style=\"padding-top: 0px;border:0px;margin: 0 0 5px 0;font-size:12pt;\">\n                <a style=\"font-weight: 700\" href=\"https:\/\/www.ufrgs.br\/sig\/download\/tutorial-atualizar-dados-covid19-v3-1-2021\/\">Tutorial para atualizar dados Covid19 &#8211; Vers\u00e3o 3.1 &#8211; 2021<\/a>\n                <span style=\"font-size:8pt;font-weight:300\" class=\"text-muted ml-4\">\n                    <i class=\"fas fa-hdd mr-1\"><\/i> 1.81 MB\n                    <i class=\"ml-3 far fa-arrow-alt-circle-down mr-1\"><\/i> 4 downloads\n                <\/span>\n            <\/h3>\n            Aten\u00e7\u00e3o:\nEsta \u00e9 a vers\u00e3o 3.1, que est\u00e1 em uso desde 26 setembro de 2021. Esta&#8230;\n        <\/div>\n        <div class=\"ml-3\" align=\"right\">\n            <a class='wpdm-download-link download-on-click btn btn-primary ' rel='nofollow' href='#' data-downloadurl=\"https:\/\/www.ufrgs.br\/sig\/download\/tutorial-atualizar-dados-covid19-v3-1-2021\/?wpdmdl=9455&#038;refresh=6ae45ece784941793351374\">Download<\/a>\n        <\/div>\n    <\/div>\n\n<\/div>\n<style>\n    .well.c2a3 .btn {\n        padding: 11px 30px;\n        font-size: 11pt;\n    }\n\n    .well.c2a3 .media-body {\n        font-size: 11pt;\n    }\n\n    .well.c2a3 .wpdm_icon {\n        height: 42px;\n        width: auto;\n    }<\/style>\n<\/div><\/section>\n\n<section class='__wpdm_gb_section __wpdm_gb_package'><div class='w3eden'><!-- WPDM Link Template: Call to Action 3 -->\n\n<div class=\"well c2a3\">\n    <div class=\"media\">\n        <div class=\"mr-3\" align=\"left\">\n            <img decoding=\"async\" class=\"wpdm_icon\" alt=\"\u00edcone\" src=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/plugins\/download-manager\/assets\/file-type-icons\/pdf.svg\" \/>\n        <\/div>\n        <div class=\"media-body\">\n            <h3 class=\"media-heading\" style=\"padding-top: 0px;border:0px;margin: 0 0 5px 0;font-size:12pt;\">\n                <a style=\"font-weight: 700\" href=\"https:\/\/www.ufrgs.br\/sig\/download\/manual-utilizacao-script-python-v2-2021\/\">Manual para utiliza\u00e7\u00e3o do script Python para automa\u00e7\u00e3o de dados de Covid-19 &#8211; v2 &#8211; 2021<\/a>\n                <span style=\"font-size:8pt;font-weight:300\" class=\"text-muted ml-4\">\n                    <i class=\"fas fa-hdd mr-1\"><\/i> 94.49 KB\n                    <i class=\"ml-3 far fa-arrow-alt-circle-down mr-1\"><\/i> 54 downloads\n                <\/span>\n            <\/h3>\n            Refer\u00eancia:\nPRESSER, M. K.; DAGNINO, R. S. Manual para utiliza\u00e7\u00e3o do script python&#8230;\n        <\/div>\n        <div class=\"ml-3\" align=\"right\">\n            <a class='wpdm-download-link download-on-click btn btn-primary ' rel='nofollow' href='#' data-downloadurl=\"https:\/\/www.ufrgs.br\/sig\/download\/manual-utilizacao-script-python-v2-2021\/?wpdmdl=9457&#038;refresh=6ae45ece7b6da1793351374\">Download<\/a>\n        <\/div>\n    <\/div>\n\n<\/div>\n<style>\n    .well.c2a3 .btn {\n        padding: 11px 30px;\n        font-size: 11pt;\n    }\n\n    .well.c2a3 .media-body {\n        font-size: 11pt;\n    }\n\n    .well.c2a3 .wpdm_icon {\n        height: 42px;\n        width: auto;\n    }<\/style>\n<\/div><\/section>\n\n\n<h2 class=\"wp-block-heading\">Mais trabalhos desenvolvidos:<\/h2>\n\n\n<section class='__wpdm_gb_section __wpdm_gb_category'><div class='w3eden'>\n    <div class=''>\n\n        \n        <div id=\"content_wpdm_package_1\">\n            <div class='row'><div class='col-lg-12 col-md-12 col-12'><!-- WPDM Link Template: Call to Action 3 -->\n\n<div class=\"well c2a3\">\n    <div class=\"media\">\n        <div class=\"mr-3\" align=\"left\">\n            <img decoding=\"async\" class=\"wpdm_icon\" alt=\"\u00edcone\" src=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/plugins\/download-manager\/assets\/file-type-icons\/pdf.svg\" \/>\n        <\/div>\n        <div class=\"media-body\">\n            <h3 class=\"media-heading\" style=\"padding-top: 0px;border:0px;margin: 0 0 5px 0;font-size:12pt;\">\n                <a style=\"font-weight: 700\" href=\"https:\/\/www.ufrgs.br\/sig\/download\/manual-utilizacao-script-python-v2-2021\/\">Manual para utiliza\u00e7\u00e3o do script Python para automa\u00e7\u00e3o de dados de Covid-19 &#8211; v2 &#8211; 2021<\/a>\n                <span style=\"font-size:8pt;font-weight:300\" class=\"text-muted ml-4\">\n                    <i class=\"fas fa-hdd mr-1\"><\/i> 94.49 KB\n                    <i class=\"ml-3 far fa-arrow-alt-circle-down mr-1\"><\/i> 54 downloads\n                <\/span>\n            <\/h3>\n            Refer\u00eancia:\nPRESSER, M. K.; DAGNINO, R. S. Manual para utiliza\u00e7\u00e3o do script python&#8230;\n        <\/div>\n        <div class=\"ml-3\" align=\"right\">\n            <a class='wpdm-download-link download-on-click btn btn-primary ' rel='nofollow' href='#' data-downloadurl=\"https:\/\/www.ufrgs.br\/sig\/download\/manual-utilizacao-script-python-v2-2021\/?wpdmdl=9457&#038;refresh=6ae45ece897c31793351374\">Download<\/a>\n        <\/div>\n    <\/div>\n\n<\/div>\n<style>\n    .well.c2a3 .btn {\n        padding: 11px 30px;\n        font-size: 11pt;\n    }\n\n    .well.c2a3 .media-body {\n        font-size: 11pt;\n    }\n\n    .well.c2a3 .wpdm_icon {\n        height: 42px;\n        width: auto;\n    }<\/style>\n<\/div><div class='col-lg-12 col-md-12 col-12'><!-- WPDM Link Template: Call to Action 3 -->\n\n<div class=\"well c2a3\">\n    <div class=\"media\">\n        <div class=\"mr-3\" align=\"left\">\n            <img decoding=\"async\" class=\"wpdm_icon\" alt=\"\u00edcone\" src=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/plugins\/download-manager\/assets\/file-type-icons\/pdf.svg\" \/>\n        <\/div>\n        <div class=\"media-body\">\n            <h3 class=\"media-heading\" style=\"padding-top: 0px;border:0px;margin: 0 0 5px 0;font-size:12pt;\">\n                <a style=\"font-weight: 700\" href=\"https:\/\/www.ufrgs.br\/sig\/download\/tutorial-atualizar-dados-covid19-v3-1-2021\/\">Tutorial para atualizar dados Covid19 &#8211; Vers\u00e3o 3.1 &#8211; 2021<\/a>\n                <span style=\"font-size:8pt;font-weight:300\" class=\"text-muted ml-4\">\n                    <i class=\"fas fa-hdd mr-1\"><\/i> 1.81 MB\n                    <i class=\"ml-3 far fa-arrow-alt-circle-down mr-1\"><\/i> 4 downloads\n                <\/span>\n            <\/h3>\n            Aten\u00e7\u00e3o:\nEsta \u00e9 a vers\u00e3o 3.1, que est\u00e1 em uso desde 26 setembro de 2021. Esta&#8230;\n        <\/div>\n        <div class=\"ml-3\" align=\"right\">\n            <a class='wpdm-download-link download-on-click btn btn-primary ' rel='nofollow' href='#' data-downloadurl=\"https:\/\/www.ufrgs.br\/sig\/download\/tutorial-atualizar-dados-covid19-v3-1-2021\/?wpdmdl=9455&#038;refresh=6ae45ece8b8091793351374\">Download<\/a>\n        <\/div>\n    <\/div>\n\n<\/div>\n<style>\n    .well.c2a3 .btn {\n        padding: 11px 30px;\n        font-size: 11pt;\n    }\n\n    .well.c2a3 .media-body {\n        font-size: 11pt;\n    }\n\n    .well.c2a3 .wpdm_icon {\n        height: 42px;\n        width: auto;\n    }<\/style>\n<\/div><div class='col-lg-12 col-md-12 col-12'><!-- WPDM Link Template: Call to Action 3 -->\n\n<div class=\"well c2a3\">\n    <div class=\"media\">\n        <div class=\"mr-3\" align=\"left\">\n            <img decoding=\"async\" class=\"wpdm_icon\" alt=\"\u00edcone\" src=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/plugins\/download-manager\/assets\/file-type-icons\/pdf.svg\" \/>\n        <\/div>\n        <div class=\"media-body\">\n            <h3 class=\"media-heading\" style=\"padding-top: 0px;border:0px;margin: 0 0 5px 0;font-size:12pt;\">\n                <a style=\"font-weight: 700\" href=\"https:\/\/www.ufrgs.br\/sig\/download\/trabalho-completo-moexp-atualizacao-covid19-webscrap-python\/\">Trabalho completo: Automatiza\u00e7\u00e3o da aquisi\u00e7\u00e3o de dados de Covid-19 por web scraping<\/a>\n                <span style=\"font-size:8pt;font-weight:300\" class=\"text-muted ml-4\">\n                    <i class=\"fas fa-hdd mr-1\"><\/i> 94.49 KB\n                    <i class=\"ml-3 far fa-arrow-alt-circle-down mr-1\"><\/i> 59 downloads\n                <\/span>\n            <\/h3>\n            Refer\u00eancia:\nPRESSER, M.; DAGNINO, R.; WEBER, E. Automatiza\u00e7\u00e3o da aquisi\u00e7\u00e3o de&#8230;\n        <\/div>\n        <div class=\"ml-3\" align=\"right\">\n            <a class='wpdm-download-link download-on-click btn btn-primary ' rel='nofollow' href='#' data-downloadurl=\"https:\/\/www.ufrgs.br\/sig\/download\/trabalho-completo-moexp-atualizacao-covid19-webscrap-python\/?wpdmdl=9166&#038;refresh=6ae45ece8d5dc1793351374\">Download<\/a>\n        <\/div>\n    <\/div>\n\n<\/div>\n<style>\n    .well.c2a3 .btn {\n        padding: 11px 30px;\n        font-size: 11pt;\n    }\n\n    .well.c2a3 .media-body {\n        font-size: 11pt;\n    }\n\n    .well.c2a3 .wpdm_icon {\n        height: 42px;\n        width: auto;\n    }<\/style>\n<\/div><div class='col-lg-12 col-md-12 col-12'><!-- WPDM Link Template: Call to Action 3 -->\n\n<div class=\"well c2a3\">\n    <div class=\"media\">\n        <div class=\"mr-3\" align=\"left\">\n            <img decoding=\"async\" class=\"wpdm_icon\" alt=\"\u00edcone\" src=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/plugins\/download-manager\/assets\/file-type-icons\/pdf.svg\" \/>\n        <\/div>\n        <div class=\"media-body\">\n            <h3 class=\"media-heading\" style=\"padding-top: 0px;border:0px;margin: 0 0 5px 0;font-size:12pt;\">\n                <a style=\"font-weight: 700\" href=\"https:\/\/www.ufrgs.br\/sig\/download\/manual-utilizacao-script-python\/\">Manual para utiliza\u00e7\u00e3o do script Python para automa\u00e7\u00e3o de dados de Covid-19<\/a>\n                <span style=\"font-size:8pt;font-weight:300\" class=\"text-muted ml-4\">\n                    <i class=\"fas fa-hdd mr-1\"><\/i> 94.49 KB\n                    <i class=\"ml-3 far fa-arrow-alt-circle-down mr-1\"><\/i> 105 downloads\n                <\/span>\n            <\/h3>\n            Refer\u00eancia:\nPRESSER, M. K.; DAGNINO, R. S. Manual para utiliza\u00e7\u00e3o do script python&#8230;\n        <\/div>\n        <div class=\"ml-3\" align=\"right\">\n            <a class='wpdm-download-link download-on-click btn btn-primary ' rel='nofollow' href='#' data-downloadurl=\"https:\/\/www.ufrgs.br\/sig\/download\/manual-utilizacao-script-python\/?wpdmdl=8680&#038;refresh=6ae45ece901ee1793351374\">Download<\/a>\n        <\/div>\n    <\/div>\n\n<\/div>\n<style>\n    .well.c2a3 .btn {\n        padding: 11px 30px;\n        font-size: 11pt;\n    }\n\n    .well.c2a3 .media-body {\n        font-size: 11pt;\n    }\n\n    .well.c2a3 .wpdm_icon {\n        height: 42px;\n        width: auto;\n    }<\/style>\n<\/div><div class='col-lg-12 col-md-12 col-12'><!-- WPDM Link Template: Call to Action 3 -->\n\n<div class=\"well c2a3\">\n    <div class=\"media\">\n        <div class=\"mr-3\" align=\"left\">\n            <img decoding=\"async\" class=\"wpdm_icon\" alt=\"\u00edcone\" src=\"https:\/\/www.ufrgs.br\/sig\/wp-content\/plugins\/download-manager\/assets\/file-type-icons\/pdf.svg\" \/>\n        <\/div>\n        <div class=\"media-body\">\n            <h3 class=\"media-heading\" style=\"padding-top: 0px;border:0px;margin: 0 0 5px 0;font-size:12pt;\">\n                <a style=\"font-weight: 700\" href=\"https:\/\/www.ufrgs.br\/sig\/download\/apresentacao-automatizacao-covid-19\/\">Apresenta\u00e7\u00e3o do trabalho: Automatiza\u00e7\u00e3o da aquisi\u00e7\u00e3o de dados de Covid-19 por web scraping<\/a>\n                <span style=\"font-size:8pt;font-weight:300\" class=\"text-muted ml-4\">\n                    <i class=\"fas fa-hdd mr-1\"><\/i> 94.49 KB\n                    <i class=\"ml-3 far fa-arrow-alt-circle-down mr-1\"><\/i> 26 downloads\n                <\/span>\n            <\/h3>\n            Refer\u00eancia:\nPRESSER, M.; DAGNINO, R. WEBER, E. Automatiza\u00e7\u00e3o da aquisi\u00e7\u00e3o de&#8230;\n        <\/div>\n        <div class=\"ml-3\" align=\"right\">\n            <a class='wpdm-download-link download-on-click btn btn-primary ' rel='nofollow' href='#' data-downloadurl=\"https:\/\/www.ufrgs.br\/sig\/download\/apresentacao-automatizacao-covid-19\/?wpdmdl=8674&#038;refresh=6ae45ece9207d1793351374\">Download<\/a>\n        <\/div>\n    <\/div>\n\n<\/div>\n<style>\n    .well.c2a3 .btn {\n        padding: 11px 30px;\n        font-size: 11pt;\n    }\n\n    .well.c2a3 .media-body {\n        font-size: 11pt;\n    }\n\n    .well.c2a3 .wpdm_icon {\n        height: 42px;\n        width: auto;\n    }<\/style>\n<\/div><\/div>            <div style='clear:both'><\/div><div class='text-center'><ul class='pagination wpdm-pagination pagination-centered text-center async'><\/ul><\/div><div style='clear:both'><\/div>        <\/div>\n\n        <div style='clear:both'><\/div>\n    <\/div>\n<\/div>\n<\/section>","protected":false},"excerpt":{"rendered":"<p>Acompanhe os casos de Coronav\u00edrus  (Covid-19) nos munic\u00edpios do Rio Grande do Sul. <\/p>\n<p>Esta se\u00e7\u00e3o do SIG Litoral Norte apresenta alguns dados sobre o 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","protected":false},"author":1,"featured_media":1805,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"ngg_post_thumbnail":0,"footnotes":""},"categories":[18,19],"tags":[10,63,107],"class_list":["post-8637","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-notas","category-publicacoes","tag-covid-19","tag-downloads","tag-webscrap"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - aioseo.com -->\n\t<meta name=\"description\" content=\"Acompanhe os casos de Coronav\u00edrus (Covid-19) nos munic\u00edpios do Rio Grande do Sul. 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