{"id":7024,"date":"2020-08-21T08:44:10","date_gmt":"2020-08-21T08:44:10","guid":{"rendered":"https:\/\/datascientest.com\/?p=7024"},"modified":"2023-11-09T14:12:43","modified_gmt":"2023-11-09T14:12:43","slug":"datasets-top-5-des-sites-ou-trouver-des-jeux-de-donnees-de-qualite","status":"publish","type":"post","link":"https:\/\/datascientest.com\/datasets-top-5-des-sites-ou-trouver-des-jeux-de-donnees-de-qualite","title":{"rendered":"Datasets : Top 5 des sites o\u00f9 trouver des jeux de donn\u00e9es de qualit\u00e9"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"7024\" class=\"elementor elementor-7024\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e6f5acc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e6f5acc\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1e29824\" data-id=\"1e29824\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-cd68de1 elementor-widget elementor-widget-text-editor\" data-id=\"cd68de1\" 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<h2>Se lancer et se former dans la data aujourd\u2019hui exigera de vous de solides comp\u00e9tences en math\u00e9matiques et l\u2019\u00e9tude d\u2019un certain nombre d\u2019algorithmes de Machine Learning et de Deep Learning.<\/h2><h2><span style=\"font-weight: normal;\">Pour les comprendre et observer leurs performances vous aurez souvent besoin de vous exercer sur des <\/span>jeux de donn\u00e9es de qualit\u00e9. <span style=\"font-weight: normal;\">Ce n\u2019est pas toujours \u00e9vident d\u2019en trouver. Vous aurez peut-\u00eatre l\u2019occasion de disposer de donn\u00e9es de qualit\u00e9 au cours de votre exp\u00e9rience professionnelle, mais si vous vous exercez en dehors de vos heures de travail vous aurez besoin de<\/span> conna\u00eetre des sources de donn\u00e9es fiables.<\/h2><h2><span style=\"font-weight: normal;\">Chez Datascientest nous vous proposons aujourd\u2019hui notre <\/span>Top 5 des sites o\u00f9 trouver des jeux de donn\u00e9es &#8211; datasets &#8211; pertinents<span style=\"font-weight: normal;\"> :<\/span><\/h2>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f294340 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f294340\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d91324e\" data-id=\"d91324e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bd69fb1 elementor-widget elementor-widget-heading\" data-id=\"bd69fb1\" 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><h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.kaggle.com\/\">1 - Kaggle <\/a><\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f561573 elementor-widget elementor-widget-text-editor\" data-id=\"f561573\" 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>C\u2019est l\u2019incontournable en data pour tout sp\u00e9cialiste cherchant des jeux de donn\u00e9es.\u00a0<\/p><p><b>Kaggle<\/b> est une entreprise fond\u00e9e en 2010 par Anthony Goldbloom et rachet\u00e9e en 2017 par <b>Google<\/b>. C\u2019est une plateforme Web organisant des <b>comp\u00e9titions en data<\/b>. Le principe est assez simple\u00a0: pour chaque comp\u00e9tition un organisateur met \u00e0 disposition un jeu de donn\u00e9es et la probl\u00e9matique consid\u00e9r\u00e9e. Des Data Scientists sont invit\u00e9s \u00e0 proposer des solutions en ayant recours \u00e0 des <b>algorithmes d\u2019apprentissage automatique<\/b>. Ceux qui obtiennent les meilleurs scores peuvent recevoir un prix.<\/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-5141c7a elementor-widget elementor-widget-text-editor\" data-id=\"5141c7a\" 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<blockquote><p>L\u2019int\u00e9r\u00eat de Kaggle est double\u00a0: vous y trouverez des jeux de donn\u00e9es de qualit\u00e9 mis en ligne par toutes sortes d\u2019entreprises ou particuliers, et au travers de comp\u00e9titions tester vos comp\u00e9tences en Machine Learning et Deep Learning contre d\u2019autres Data Scientists chevronn\u00e9s.<\/p><\/blockquote>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b61e118 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b61e118\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2dec97e\" data-id=\"2dec97e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6daf3f6 elementor-widget elementor-widget-heading\" data-id=\"6daf3f6\" 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\"><a href=\"https:\/\/archive.ics.uci.edu\/datasets\">2 - UCI<\/a><\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cf10c1c elementor-widget elementor-widget-text-editor\" data-id=\"cf10c1c\" 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>L\u2019<b>UCI Machine Learning Repository <\/b>est un ensemble de base de donn\u00e9es cr\u00e9\u00e9 en tant qu\u2019archive ftp (File Transfer Protocol) en 1987 David Aha et d&rsquo;autres \u00e9tudiants dipl\u00f4m\u00e9s de l&rsquo;Universit\u00e9 d&rsquo;Irvine. Depuis elle a largement \u00e9t\u00e9 utilis\u00e9e par des \u00e9tudiants et des chercheurs du monde entier. La version actuelle du site web a \u00e9t\u00e9 con\u00e7ue en 2007 par Arthur Asuncion et David Newman.<\/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-717d3ba elementor-widget elementor-widget-text-editor\" data-id=\"717d3ba\" 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<blockquote><p>Vous y trouverez un peu plus de 507 jeux de donn\u00e9es dont certains populaires comme le Census income Data Set. Il est possible de filtrer les jeux de donn\u00e9es pour trouver ceux qui correspondent \u00e0 des probl\u00e9matiques qui vous int\u00e9ressent dans des secteurs particuliers.<\/p><\/blockquote>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b184f50 elementor-widget elementor-widget-text-editor\" data-id=\"b184f50\" 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 id=\"docs-internal-guid-90ca0875-7fff-e569-dec8-eced2d5816df\" style=\"font-weight: normal;\"><span style=\"font-size: 12pt; font-family: Calibri, sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; white-space: pre-wrap;\">Par exemple vous pouvez chercher tous les jeux de donn\u00e9es portant sur des <\/span><span style=\"font-size: 12pt; font-family: Calibri, sans-serif; color: #000000; background-color: transparent; font-weight: bold; font-style: normal; font-variant: normal; white-space: pre-wrap;\">probl\u00e9matiques de r\u00e9gression<\/span><span style=\"font-size: 12pt; font-family: Calibri, sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; white-space: pre-wrap;\"> dans le domaine des <\/span><span style=\"font-size: 12pt; font-family: Calibri, sans-serif; color: #000000; background-color: transparent; font-weight: bold; font-style: normal; font-variant: normal; white-space: pre-wrap;\">sciences sociales<\/span><span style=\"font-size: 12pt; font-family: Calibri, sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; white-space: pre-wrap;\">. <\/span><\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d4dd60d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d4dd60d\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-78a66ae\" data-id=\"78a66ae\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-943a778 elementor-widget elementor-widget-heading\" data-id=\"943a778\" 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\"><a href=\"https:\/\/data.world\/datasets\/open-data\">3 - Data World<\/a><\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c00573d elementor-widget elementor-widget-text-editor\" data-id=\"c00573d\" 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>Data World est un site sur lequel vous trouverez \u00e9galement de nombreux jeux de donn\u00e9es d\u2019organismes divers comme des <b>gouvernements<\/b> ou bien des <b>administrations urbaines<\/b>. Vous en trouverez sur des sujets vari\u00e9s comme <b>l\u2019\u00e9conomie, l\u2019environnement, la sant\u00e9\u00a0 ou encore l\u2019\u00e9ducation<\/b>. Vous pourrez \u00e9galement si vous le souhaitez d\u00e9poser des jeux de donn\u00e9es.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2b0e9af elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2b0e9af\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-26906dd\" data-id=\"26906dd\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a9487ab elementor-widget elementor-widget-heading\" data-id=\"a9487ab\" 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\"><a href=\"https:\/\/www.data.gouv.fr\/fr\/\">4 - Data Gouv<\/a><\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-803aaf6 elementor-widget elementor-widget-text-editor\" data-id=\"803aaf6\" 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>Data gouv est une plateforme qui h\u00e9berge des <b>donn\u00e9es publiques<\/b> et recense leurs r\u00e9utilisations. Vous y trouverez de nombreux jeux de donn\u00e9es sur l\u2019actualit\u00e9, sur les recensements de population, sur les communes ou sur l\u2019immobilier. Etalab, un d\u00e9partement de la direction interminist\u00e9rielle du num\u00e9rique, d\u00e9veloppe et anime la plateforme.<\/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-8a36314 elementor-widget elementor-widget-text-editor\" data-id=\"8a36314\" 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<blockquote><p>L\u2019objectif de la plateforme est de mettre \u00e0 disposition librement l\u2019ensemble des informations publiques de l\u2019Etat, de ses \u00e9tablissements publics et, si elles le souhaitent, des collectivit\u00e9s territoriales et des personnes de droit public ou de droit priv\u00e9 charg\u00e9es d\u2019une mission de service public.<\/p><\/blockquote>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2d28724 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2d28724\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-11c7c09\" data-id=\"11c7c09\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5400484 elementor-widget elementor-widget-heading\" data-id=\"5400484\" 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\">5 - <span style=\"font-weight:normal;\" id=\"docs-internal-guid-caa701aa-7fff-abd6-9034-7b993eb58a4d\"><a href=\"https:\/\/www.quandl.com\/\"><span style=\"font-size: 13.5pt; font-family: &quot;Proxima Nova&quot;, sans-serif; color: rgb(17, 85, 204); background-color: transparent; font-weight: 700; font-style: normal; font-variant: normal; text-decoration-line: underline; text-decoration-skip-ink: none;\">Quandl <\/span><\/a><span style=\"font-size: 13.5pt; font-family: &quot;Proxima Nova&quot;, sans-serif; background-color: transparent; font-weight: 700; font-style: normal; font-variant: normal;\">et <\/span><a href=\"https:\/\/fr.finance.yahoo.com\/\"><span style=\"font-size: 13.5pt; font-family: &quot;Proxima Nova&quot;, sans-serif; color: rgb(17, 85, 204); background-color: transparent; font-weight: 700; font-style: normal; font-variant: normal; text-decoration-line: underline; text-decoration-skip-ink: none;\">Yahoo finance<\/span><\/a><span style=\"font-size: 13.5pt; font-family: &quot;Proxima Nova&quot;, sans-serif; background-color: transparent; font-weight: 700; font-style: normal; font-variant: normal;\"><\/span><\/span><\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d1a60d elementor-widget elementor-widget-text-editor\" data-id=\"5d1a60d\" 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><a href=\"https:\/\/www.quandl.com\/\" target=\"_blank\" rel=\"noopener\">Quandl\u00a0<\/a>et <a href=\"https:\/\/fr.finance.yahoo.com\/\" target=\"_blank\" rel=\"noopener\">Yahoo\u00a0<\/a>ont tous les deux d\u00e9velopp\u00e9s deux API vous permettant d\u2019avoir ais\u00e9ment acc\u00e8s \u00e0 des donn\u00e9es financi\u00e8res comme des cours de bourse en temps r\u00e9el. Ils vous donnent \u00e9galement <strong>acc\u00e8s \u00e0 une multitude d\u2019informations<\/strong> financi\u00e8res avec des m\u00e9thodes d\u00e9j\u00e0 impl\u00e9ment\u00e9es et exploitables avec le langage python. Par exemple avec l\u2019API de Yahoo finance vous aurez facilement acc\u00e8s aux moyennes mobiles, un indicateur souvent utilis\u00e9 dans l\u2019analyse technique permettant de supprimer les fluctuations transitoires pour analyser des tendances \u00e0 plus long terme, avec les m\u00e9thodes get_50day_moving_avg() ou get_200day_moving_avg().<\/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-921f1b3 elementor-widget elementor-widget-text-editor\" data-id=\"921f1b3\" 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>Cet article vous a plu ? D\u00e9couvrez vite notre<a href=\"https:\/\/datascientest.com\/apprendre-a-coder-en-python-top-5-des-erreurs-a-ne-pas-commettre-2\" target=\"_blank\" rel=\"noopener\"> top 5 des erreurs \u00e0 ne pas commettre quand on commence en Python <\/a>!<\/p><p><br \/>N\u2019h\u00e9sitez pas \u00e0 d\u00e9couvrir\u00a0<a href=\"https:\/\/datascientest.com\/#formations\" target=\"_blank\" rel=\"noopener\">nos offres de formation<\/a>\u00a0pour\u00a0<span style=\"font-family: 'Proxima Nova', sans-serif; font-size: 18px; font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: bold;\">apprendre \u00e0 manipuler et exploiter des mod\u00e8les de\u00a0<\/span><span style=\"font-family: 'Proxima Nova', sans-serif; font-size: 18px; font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: bold;\">Machine Learning<\/span><span style=\"font-family: 'Proxima Nova', sans-serif; font-size: 18px; font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: bold;\">\u00a0<\/span><span style=\"font-family: 'Proxima Nova', sans-serif; font-size: 18px; font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: bold;\">sur des jeux de donn\u00e9es pertinents<\/span><span style=\"font-size: 18px;\">\u00a0.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Se lancer et se former dans la data aujourd\u2019hui exigera de vous de solides comp\u00e9tences en math\u00e9matiques et l\u2019\u00e9tude d\u2019un certain nombre d\u2019algorithmes de Machine Learning et de Deep Learning. Pour les comprendre et observer leurs performances vous aurez souvent besoin de vous exercer sur des jeux de donn\u00e9es de qualit\u00e9. Ce n\u2019est pas toujours [&hellip;]<\/p>\n","protected":false},"author":78,"featured_media":13581,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2497],"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>Datasets : Top 5 des sites o\u00f9 trouver des jeux de donn\u00e9es de qualit\u00e9<\/title>\n<meta name=\"description\" content=\"D\u00e9couvrez o\u00f9 vous pouvez trouver des jeux de donn\u00e9es de qualit\u00e9 pour r\u00e9ussir vos analyses gr\u00e2ce \u00e0 nos experts en Datasets !\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datascientest.com\/datasets-top-5-des-sites-ou-trouver-des-jeux-de-donnees-de-qualite\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Datasets : Top 5 des sites o\u00f9 trouver des jeux de donn\u00e9es de qualit\u00e9\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datascientest.com\/datasets-top-5-des-sites-ou-trouver-des-jeux-de-donnees-de-qualite\" \/>\n<meta property=\"og:site_name\" content=\"Formation Data Science | DataScientest.com\" \/>\n<meta property=\"article:published_time\" content=\"2020-08-21T08:44:10+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-11-09T14:12:43+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/08\/map_article_4-01.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1305\" \/>\n\t<meta property=\"og:image:height\" content=\"653\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"J\u00e9r\u00e9my Robert\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"J\u00e9r\u00e9my Robert\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/datascientest.com\/datasets-top-5-des-sites-ou-trouver-des-jeux-de-donnees-de-qualite\",\"url\":\"https:\/\/datascientest.com\/datasets-top-5-des-sites-ou-trouver-des-jeux-de-donnees-de-qualite\",\"name\":\"Datasets : Top 5 des sites o\u00f9 trouver des jeux de donn\u00e9es de qualit\u00e9\",\"isPartOf\":{\"@id\":\"https:\/\/datascientest.com\/#website\"},\"datePublished\":\"2020-08-21T08:44:10+00:00\",\"dateModified\":\"2023-11-09T14:12:43+00:00\",\"author\":{\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/7af2361c48e24e79a8aa2360e6e74925\"},\"description\":\"D\u00e9couvrez o\u00f9 vous pouvez trouver des jeux de donn\u00e9es de qualit\u00e9 pour r\u00e9ussir vos analyses gr\u00e2ce \u00e0 nos experts en Datasets !\",\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/datascientest.com\/datasets-top-5-des-sites-ou-trouver-des-jeux-de-donnees-de-qualite\"]}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/datascientest.com\/#website\",\"url\":\"https:\/\/datascientest.com\/\",\"name\":\"Formation Data Science | DataScientest.com\",\"description\":\"Leader de la formation en Data Science\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/datascientest.com\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/7af2361c48e24e79a8aa2360e6e74925\",\"name\":\"J\u00e9r\u00e9my Robert\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/jeremyrobert.jpeg\",\"contentUrl\":\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/jeremyrobert.jpeg\",\"caption\":\"J\u00e9r\u00e9my Robert\"},\"description\":\"J\u00e9r\u00e9my Robert est actuellement Directeur p\u00e9dagogique B2B chez DataScientest.com. 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