{"id":204970,"date":"2023-06-21T15:00:00","date_gmt":"2023-06-21T15:00:00","guid":{"rendered":"https:\/\/datascientest.com\/?p=204970"},"modified":"2024-04-22T15:14:49","modified_gmt":"2024-04-22T15:14:49","slug":"comment-les-gouvernements-utilisent-ils-les-donnees-alternatives","status":"publish","type":"post","link":"https:\/\/datascientest.com\/comment-les-gouvernements-utilisent-ils-les-donnees-alternatives","title":{"rendered":"Comment les gouvernements utilisent-ils les donn\u00e9es alternatives"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"204970\" class=\"elementor elementor-204970\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b92469a e-flex e-con-boxed e-con\" data-id=\"b92469a\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b33664d elementor-widget elementor-widget-heading\" data-id=\"b33664d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">Il existe aujourd\u2019hui des donn\u00e9es pour tous types d\u2019activit\u00e9s. Plus nombreuses que jamais, les gouvernements peuvent-ils s\u2019en servir pour am\u00e9liorer le bien-\u00eatre des populations ? D\u00e9couvrons \u00e7a.<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fa24e66 e-flex e-con-boxed e-con\" data-id=\"fa24e66\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ce777a9 elementor-widget elementor-widget-heading\" data-id=\"ce777a9\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Des donn\u00e9es alternatives ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-64dc868 elementor-widget elementor-widget-text-editor\" data-id=\"64dc868\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><span style=\"font-weight: 400;\">Ces donn\u00e9es alternatives regroupent les informations qui ne viennent pas de <\/span><b>sources traditionnelles<\/b><span style=\"font-weight: 400;\">. On consid\u00e8re qu\u2019elles regroupent des informations financi\u00e8res, mais les derni\u00e8res prouesses technologiques en data science ont permis d\u2019incorporer <\/span><b>d\u2019autres sources<\/b><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">D\u00e9sormais, on compte aussi les donn\u00e9es qui proviennent d\u2019applications mobiles et de bureau, des transactions financi\u00e8res et des re\u00e7us par mail, des donn\u00e9es satellitaires, des cam\u00e9ras de surveillances intelligentes ou des drones, <\/span><a href=\"https:\/\/datascientest.com\/open-source\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">des ressources open source<\/span><\/a><span style=\"font-weight: 400;\">, des bases de donn\u00e9es publiques et du web scraping. <\/span><a href=\"https:\/\/datascientest.com\/web-scraping-theorie-et-application-accessible-a-tous\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">La technique de web scraping<\/span><\/a><span style=\"font-weight: 400;\"> utilise des scripts et des logiciels pour extraire, analyser et stocker des donn\u00e9es dans un format structur\u00e9 que <\/span><a href=\"https:\/\/datascientest.com\/metier-data-analyst\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">les data analysts pourront lire et publier<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c92206f elementor-widget elementor-widget-image\" data-id=\"c92206f\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/06\/8497396_3937443-1024x1024.jpg\" class=\"attachment-large size-large wp-image-204971\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/06\/8497396_3937443-1024x1024.jpg 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/06\/8497396_3937443-300x300.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/06\/8497396_3937443-150x150.jpg 150w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/06\/8497396_3937443-768x768.jpg 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/06\/8497396_3937443-1536x1536.jpg 1536w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/06\/8497396_3937443.jpg 2000w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6c02bf1 e-flex e-con-boxed e-con\" data-id=\"6c02bf1\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a35d892 elementor-widget elementor-widget-heading\" data-id=\"a35d892\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Comment les gouvernements les utilisent ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f8416c6 elementor-widget elementor-widget-text-editor\" data-id=\"f8416c6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Initialement utilis\u00e9es par les soci\u00e9t\u00e9s d&rsquo;investissement, les agences gouvernementales utilisent quotidiennement les donn\u00e9es alternatives. Ces institutions s\u2019en servent pour <\/span><b>analyser les environnements \u00e9conomiques, sociaux et politiques<\/b><span style=\"font-weight: 400;\"> et formuler des politiques qui visent \u00e0 am\u00e9liorer le bien-\u00eatre social.<\/span><\/p><p><span style=\"font-weight: 400;\">Pour <\/span><b>des exemples plus concrets<\/b><span style=\"font-weight: 400;\">, les gouvernements utilisent notamment ces donn\u00e9es pour des pr\u00e9visions \u00e9conomiques imm\u00e9diates, qui permettent de deviner \u00e0 court terme l\u2019\u00e9tat futur de l\u2019\u00e9conomie du pays.\u00a0<\/span><\/p><p><a href=\"http:\/\/www.fundacionparaguaya.org.py\/v2\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">La Fundaci\u00f3n Paraguaya<\/span><\/a><span style=\"font-weight: 400;\">, une ONG autonome, aide les personnes qui vivent dans la pauvret\u00e9 en utilisant des donn\u00e9es alternatives pour <\/span><b>identifier leurs besoins<\/b><span style=\"font-weight: 400;\"> et, sur cette base, leur fournir des ressources pour les aider \u00e0 atteindre leurs objectifs.<\/span><\/p><p><a href=\"http:\/\/copernicus.eu\/fr\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Le programme Copernicus<\/span><\/a><span style=\"font-weight: 400;\"> de l&rsquo;Union europ\u00e9enne recueille des donn\u00e9es sur la qualit\u00e9 de l&rsquo;air et de l&rsquo;eau \u00e0 l&rsquo;aide de diverses m\u00e9thodes (comme les satellites) afin d&rsquo;<\/span><b>\u00e9clairer les d\u00e9cisions politiques<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">En 2018, le gouvernement de Singapour a lanc\u00e9 <\/span><a href=\"https:\/\/www.smartnation.gov.sg\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">\u00ab\u00a0Smart Nation\u00a0\u00bb<\/span><\/a><span style=\"font-weight: 400;\">, un programme qui tire parti de la technologie et des donn\u00e9es visant \u00e0 <\/span><b>am\u00e9liorer la vie de ses citoyens<\/b><span style=\"font-weight: 400;\">. Une partie du programme comprenait un projet pilote intitul\u00e9 \u00ab\u00a0Smart Elderly Monitoring and Alert System\u00a0\u00bb, qui encourageait l&rsquo;utilisation de l&rsquo;application <\/span><b>Healthy 365<\/b><span style=\"font-weight: 400;\"> pour surveiller la sant\u00e9 des r\u00e9sidents \u00e2g\u00e9s install\u00e9s dans des logements publics.<\/span><\/p><p><span style=\"font-weight: 400;\">La ville de la Nouvelle-Orl\u00e9ans, aux \u00c9tats-Unis, a lanc\u00e9 en 2017 un programme intitul\u00e9 <\/span><a href=\"https:\/\/nola.gov\/next\/homeland-security\/topics\/real-time-crime-center-en\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">\u00ab\u00a0Operation : Real-Time Crime Center\u00a0\u00bb<\/span><\/a><span style=\"font-weight: 400;\">. Le programme a utilis\u00e9 des donn\u00e9es alternatives de plusieurs sources pour <\/span><b>identifier et r\u00e9pondre \u00e0 la criminalit\u00e9 en temps r\u00e9el<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-104e636 elementor-widget elementor-widget-image\" data-id=\"104e636\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"534\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/06\/joseph-chan-M381Eor6p0E-unsplash-1024x683.jpg\" class=\"attachment-large size-large wp-image-204973\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/06\/joseph-chan-M381Eor6p0E-unsplash-1024x683.jpg 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/06\/joseph-chan-M381Eor6p0E-unsplash-300x200.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/06\/joseph-chan-M381Eor6p0E-unsplash-768x512.jpg 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/06\/joseph-chan-M381Eor6p0E-unsplash-1536x1024.jpg 1536w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/06\/joseph-chan-M381Eor6p0E-unsplash.jpg 1920w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b13ef2e elementor-widget elementor-widget-text-editor\" data-id=\"b13ef2e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">De nos jours, toutes activit\u00e9s sont r\u00e9colt\u00e9es et contenues dans une base de donn\u00e9es, ce qui cr\u00e9e <\/span><b>des oc\u00e9ans massifs de donn\u00e9es en tout genre<\/b><span style=\"font-weight: 400;\">. Pour les traiter, de nombreuses professions data mettent au point des logiciels pour les traiter et les analyser <\/span><b>le plus rapidement possible<\/b><span style=\"font-weight: 400;\">. C\u2019est pourquoi, si cet article vous a plu et si vous envisagez une carri\u00e8re dans la Data Science, n\u2019h\u00e9sitez pas \u00e0 d\u00e9couvrir <\/span><a href=\"https:\/\/datascientest.com\/blog-data-ia-actualites\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">nos articles<\/span><\/a><span style=\"font-weight: 400;\"> ou <\/span><a href=\"https:\/\/datascientest.com\/formations-data\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">nos offres de formations<\/span><\/a><span style=\"font-weight: 400;\"> sur DataScientest.<\/span><\/p><p><i><span style=\"font-weight: 400;\">Source : datasciencecentral.com<\/span><\/i><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Il existe aujourd\u2019hui des donn\u00e9es pour tous types d\u2019activit\u00e9s. Plus nombreuses que jamais, les gouvernements peuvent-ils s\u2019en servir pour am\u00e9liorer le bien-\u00eatre des populations ? D\u00e9couvrons \u00e7a. Des donn\u00e9es alternatives ? Ces donn\u00e9es alternatives regroupent les informations qui ne viennent pas de sources traditionnelles. On consid\u00e8re qu\u2019elles regroupent des informations financi\u00e8res, mais les derni\u00e8res prouesses [&hellip;]<\/p>\n","protected":false},"author":45,"featured_media":204972,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2431],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Comment les gouvernements utilisent-ils les donn\u00e9es alternatives<\/title>\n<meta name=\"description\" content=\"Plus nombreuses que jamais, les gouvernements peuvent-ils se servir des donn\u00e9es pour am\u00e9liorer le bien-\u00eatre des populations ?\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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