{"id":643,"date":"2020-04-19T12:30:25","date_gmt":"2020-04-19T10:30:25","guid":{"rendered":"https:\/\/digital.gov.mg\/?p=643"},"modified":"2021-04-28T10:50:55","modified_gmt":"2021-04-28T08:50:55","slug":"consolidation-de-donnees-covid19-pour-le-centre-de-commandement-operationnel","status":"publish","type":"post","link":"https:\/\/digital.gov.mg\/en\/2020\/04\/19\/consolidation-de-donnees-covid19-pour-le-centre-de-commandement-operationnel\/","title":{"rendered":"Consolidation de donn\u00e9es COVID19 pour le Centre de Commandement Op\u00e9rationnel"},"content":{"rendered":"\n<p><strong>L&#8217;Unit\u00e9 de<\/strong> Gouvernance Digitale pr\u00eate main forte aux \u00e9quipes du <strong>Centre de Commandement Op\u00e9rationnel (CCO)<\/strong> dans la consolidation des donn\u00e9es des infect\u00e9s par le virus COVID-19.<\/p>\n\n\n\n<p>En collaboration avec le <strong>Minist\u00e8re des Postes, T\u00e9l\u00e9communications et du Developpement Num\u00e9rique (<a href=\"http:\/\/www.mptdn.gov.mg\/\">MPTDN<\/a>) et la soci\u00e9t\u00e9 d&#8217;ing\u00e9nierie informatique eTech, <\/strong>ce support s&#8217;est traduit par la mise en place d&#8217;une \u00e9quipe commune pour fiabiliser la base de donn\u00e9es des personnes arriv\u00e9es sur le territoire national du 11 au 19 Mars mais \u00e9galement le tracking des cas contacts.Il s&#8217;agit donc de <strong>nettoyer, de consolider les donn\u00e9es disparates<\/strong> venant de diverses sources pour des fins de pilotage :<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Avoir un outil de d\u00e9cision et d\u2019analyse de premier niveau<\/strong><\/li><li><strong>Un dashboard global des cas<\/strong><\/li><li><strong>Fournir un Syst\u00e8me d\u2019Information centralis\u00e9 et fiable pour les informations officielles.<\/strong><\/li><\/ul>\n\n\n\n<p>Le projet comporte plusieurs sous-chantiers :<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Nettoyage des donn\u00e9es \/ insertions des donn\u00e9es \/ fiabilisation des donn\u00e9es<\/li><li>Assistance pour sortir des analyses et statistiques sur les chiffres<\/li><li>D\u00e9velopper un outil web permettant de piloter et de saisir les informations<\/li><li>Syst\u00e8me de checking de doublon en Machine Learning et pipeline de traitement de donn\u00e9es par canaux.<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"\"><tbody><tr><td><strong>Partie<\/strong><\/td><td><strong>Technologies<\/strong><\/td><td><strong>Notes et Commentaires<\/strong><\/td><\/tr><tr><td><strong>Machine Learning<\/strong><\/td><td><strong>Scikit-learn, Pandas, Tensorflow, Dask, Flask<\/strong><\/td><td><strong>Talend a \u00e9t\u00e9 adopt\u00e9 au d\u00e9part puis abandonn\u00e9 et suppl\u00e9\u00e9 par Dask (raison: limitation technique c\u00f4t\u00e9 production et d\u00e9veloppement encore lourd)<\/strong><\/td><\/tr><tr><td><strong>FrontEnd<\/strong><\/td><td><strong>Rect JS<\/strong><\/td><td>&nbsp;<\/td><\/tr><tr><td><strong>Webservice<\/strong><\/td><td><strong>PHP<\/strong><\/td><td>&nbsp;<\/td><\/tr><tr><td><strong>Base de donn\u00e9es<\/strong><\/td><td><strong>Mysql<\/strong><\/td><td><strong>En cours de discussion : migration vers PostGreSql<\/strong><strong>Mise en place elasticsearch<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<p>Quelques interfaces de l&#8217;outil de consolidation de donn\u00e9es :<\/p>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/digital.gov.mg\/wp-content\/uploads\/2020\/04\/consolidation-donnees-covid-19.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"600\" src=\"https:\/\/digital.gov.mg\/wp-content\/uploads\/2020\/04\/consolidation-donnees-covid-19.jpg\" alt=\"Consolidation de donn\u00e9es\" class=\"wp-image-715\" srcset=\"https:\/\/digital.gov.mg\/wp-content\/uploads\/2020\/04\/consolidation-donnees-covid-19.jpg 800w, https:\/\/digital.gov.mg\/wp-content\/uploads\/2020\/04\/consolidation-donnees-covid-19-300x225.jpg 300w, https:\/\/digital.gov.mg\/wp-content\/uploads\/2020\/04\/consolidation-donnees-covid-19-768x576.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/a><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>L&#8217;Unit\u00e9 de Gouvernance Digitale pr\u00eate main forte aux \u00e9quipes du Centre de Commandement Op\u00e9rationnel (CCO) dans la consolidation des donn\u00e9es des infect\u00e9s par le virus COVID-19. En collaboration avec le Minist\u00e8re des Postes, T\u00e9l\u00e9communications et du Developpement Num\u00e9rique (MPTDN) et la soci\u00e9t\u00e9 d&#8217;ing\u00e9nierie informatique eTech, ce support s&#8217;est traduit par la mise en place d&#8217;une [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[25],"tags":[],"class_list":["post-643","post","type-post","status-publish","format-standard","hentry","category-sociale"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Consolidation de donn\u00e9es COVID19 pour le Centre de Commandement Op\u00e9rationnel<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/digital.gov.mg\/en\/2020\/04\/19\/consolidation-de-donnees-covid19-pour-le-centre-de-commandement-operationnel\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:locale:alternate\" content=\"Madagascar\" \/>\n<meta property=\"og:locale:alternate\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Consolidation de donn\u00e9es COVID19 pour le Centre de Commandement Op\u00e9rationnel\" \/>\n<meta property=\"og:description\" content=\"L&#8217;Unit\u00e9 de Gouvernance Digitale pr\u00eate main forte aux \u00e9quipes du Centre de Commandement Op\u00e9rationnel (CCO) dans la consolidation des donn\u00e9es des infect\u00e9s par le virus COVID-19. En collaboration avec le Minist\u00e8re des Postes, T\u00e9l\u00e9communications et du Developpement Num\u00e9rique (MPTDN) et la soci\u00e9t\u00e9 d&#8217;ing\u00e9nierie informatique eTech, ce support s&#8217;est traduit par la mise en place d&#8217;une [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/digital.gov.mg\/en\/2020\/04\/19\/consolidation-de-donnees-covid19-pour-le-centre-de-commandement-operationnel\/\" \/>\n<meta property=\"og:site_name\" content=\"Unit\u00e9 de Gouvernance Digitale\" \/>\n<meta property=\"article:published_time\" content=\"2020-04-19T10:30:25+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-04-28T08:50:55+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/digital.gov.mg\/wp-content\/uploads\/2020\/04\/consolidation-donnees-covid-19.jpg\" \/>\n<meta name=\"author\" content=\"Administrateur\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written 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