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before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/foire-aux-questions"><span class="flex gap-3 items-center"><span class="font-emoji text-base group-aria-current-page/toclink:text-primary-subtle contrast-more:group-aria-current-page/toclink:text-primary shrink-0 text-inherit">❓</span>Foire aux questions</span></a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr">Documentation de data.gouv.fr<span class="group relative rounded-full straight-corners:rounded-sm w-5 h-5 after:grid-area-1-1 after:absolute after:-top-1 after:grid after:-left-1 after:w-7 after:h-7 hover:bg-tint-active hover:text-current"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-right.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon grid flex-shrink-0 size-3 m-1 text-current transition-transform opacity-6 group-hover:opacity-11 contrast-more:opacity-11 rotate-0"></svg></span></a><div class="[&_ul>li]:opacity-1" style="opacity:0;height:0px;display:none"><ul class="flex flex-col gap-y-0.5 ml-5 my-2 border-tint-subtle sidebar-list-default:border-l sidebar-list-line:border-l"><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/creer-un-compte-utilisateur-et-rejoindre-une-organisation">Créer un compte utilisateur et rejoindre une organisation</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/organisation">Organisation<span class="group relative rounded-full straight-corners:rounded-sm w-5 h-5 after:grid-area-1-1 after:absolute after:-top-1 after:grid after:-left-1 after:w-7 after:h-7 hover:bg-tint-active hover:text-current"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-right.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon grid flex-shrink-0 size-3 m-1 text-current transition-transform opacity-6 group-hover:opacity-11 contrast-more:opacity-11 rotate-0"></svg></span></a><div class="[&_ul>li]:opacity-1" style="opacity:0;height:0px;display:none"><ul class="flex flex-col gap-y-0.5 ml-5 my-2 border-tint-subtle sidebar-list-default:border-l sidebar-list-line:border-l"><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/organisation/creer-une-organisation">Créer une organisation</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/organisation/suivre-lactivite-et-modifier-son-organisation">Suivre l'activité et modifier son organisation</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/organisation/gerer-les-membres-de-son-organisation">Gérer les membres de son organisation</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/organisation/certifier-une-organisation">Certifier une organisation</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/organisation/supprimer-une-organisation">Supprimer une organisation</a></li></ul></div></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/jeux-de-donnees">Jeux de données<span class="group relative rounded-full straight-corners:rounded-sm w-5 h-5 after:grid-area-1-1 after:absolute after:-top-1 after:grid after:-left-1 after:w-7 after:h-7 hover:bg-tint-active hover:text-current"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-right.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon grid flex-shrink-0 size-3 m-1 text-current transition-transform opacity-6 group-hover:opacity-11 contrast-more:opacity-11 rotate-0"></svg></span></a><div class="[&_ul>li]:opacity-1" style="opacity:0;height:0px;display:none"><ul class="flex flex-col gap-y-0.5 ml-5 my-2 border-tint-subtle sidebar-list-default:border-l sidebar-list-line:border-l"><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/jeux-de-donnees/publier-un-jeu-de-donnees">Publier un jeu de données<span class="group relative rounded-full straight-corners:rounded-sm w-5 h-5 after:grid-area-1-1 after:absolute after:-top-1 after:grid after:-left-1 after:w-7 after:h-7 hover:bg-tint-active hover:text-current"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-right.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon grid flex-shrink-0 size-3 m-1 text-current transition-transform opacity-6 group-hover:opacity-11 contrast-more:opacity-11 rotate-0"></svg></span></a><div class="[&_ul>li]:opacity-1" style="opacity:0;height:0px;display:none"><ul class="flex flex-col gap-y-0.5 ml-5 my-2 border-tint-subtle sidebar-list-default:border-l sidebar-list-line:border-l"><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/jeux-de-donnees/publier-un-jeu-de-donnees/publier-une-base-adresse-locale">Publier une Base Adresse Locale</a></li></ul></div></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/jeux-de-donnees/gerer-un-jeu-de-donnees">Gérer un jeu de données</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/jeux-de-donnees/explorer-un-jeu-de-donnee">Explorer un jeu de donnée</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/jeux-de-donnees/telecharger-le-catalogue-de-donnees-de-data.gouv.fr">Télécharger le catalogue de données de data.gouv.fr</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/jeux-de-donnees/acceder-au-catalogue-via-sparql">Accéder au catalogue via SPARQL</a></li></ul></div></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/api">API<span class="group relative rounded-full straight-corners:rounded-sm w-5 h-5 after:grid-area-1-1 after:absolute after:-top-1 after:grid after:-left-1 after:w-7 after:h-7 hover:bg-tint-active hover:text-current"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-right.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon grid flex-shrink-0 size-3 m-1 text-current transition-transform opacity-6 group-hover:opacity-11 contrast-more:opacity-11 rotate-0"></svg></span></a><div class="[&_ul>li]:opacity-1" style="opacity:0;height:0px;display:none"><ul class="flex flex-col gap-y-0.5 ml-5 my-2 border-tint-subtle sidebar-list-default:border-l sidebar-list-line:border-l"><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/api/publier-une-api">Publier une API</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/api/gerer-une-api">Gérer une API</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/api/outils-pour-les-administrations">Outils pour les administrations<span class="group relative rounded-full straight-corners:rounded-sm w-5 h-5 after:grid-area-1-1 after:absolute after:-top-1 after:grid after:-left-1 after:w-7 after:h-7 hover:bg-tint-active hover:text-current"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-right.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon grid flex-shrink-0 size-3 m-1 text-current transition-transform opacity-6 group-hover:opacity-11 contrast-more:opacity-11 rotate-0"></svg></span></a><div class="[&_ul>li]:opacity-1" style="opacity:0;height:0px;display:none"><ul class="flex flex-col gap-y-0.5 ml-5 my-2 border-tint-subtle sidebar-list-default:border-l sidebar-list-line:border-l"><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/api/outils-pour-les-administrations/doctrine-des-api">Doctrine des API</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/api/outils-pour-les-administrations/accompagnement-humain">Accompagnement humain</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/api/outils-pour-les-administrations/datapass-outil-dhabilitations">Datapass : Outil d'habilitations</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/api/outils-pour-les-administrations/bouquets-api-entreprise-et-api-particulier">Bouquets API Entreprise et API Particulier</a></li></ul></div></li></ul></div></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/reutilisations">Réutilisations<span class="group relative rounded-full straight-corners:rounded-sm w-5 h-5 after:grid-area-1-1 after:absolute after:-top-1 after:grid after:-left-1 after:w-7 after:h-7 hover:bg-tint-active hover:text-current"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-right.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon grid flex-shrink-0 size-3 m-1 text-current transition-transform opacity-6 group-hover:opacity-11 contrast-more:opacity-11 rotate-0"></svg></span></a><div class="[&_ul>li]:opacity-1" style="opacity:0;height:0px;display:none"><ul class="flex flex-col gap-y-0.5 ml-5 my-2 border-tint-subtle sidebar-list-default:border-l sidebar-list-line:border-l"><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/reutilisations/publier-une-reutilisation">Publier une réutilisation</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/reutilisations/gerer-une-reutilisation">Gérer une réutilisation</a></li></ul></div></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/statistiques">Statistiques</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/ressource-communautaire">Ressource communautaire</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/moissonnage">Moissonnage<span class="group relative rounded-full straight-corners:rounded-sm w-5 h-5 after:grid-area-1-1 after:absolute after:-top-1 after:grid after:-left-1 after:w-7 after:h-7 hover:bg-tint-active hover:text-current"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-right.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon grid flex-shrink-0 size-3 m-1 text-current transition-transform opacity-6 group-hover:opacity-11 contrast-more:opacity-11 rotate-0"></svg></span></a><div class="[&_ul>li]:opacity-1" style="opacity:0;height:0px;display:none"><ul class="flex flex-col gap-y-0.5 ml-5 my-2 border-tint-subtle sidebar-list-default:border-l sidebar-list-line:border-l"><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/moissonnage/comprendre-les-limites-du-moissonnage">Comprendre les limites du moissonnage</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/moissonnage/les-differents-types-de-moissonneurs">Les différents types de moissonneurs</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/moissonnage/mettre-en-place-un-moissonneur">Mettre en place un moissonneur</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/moissonnage/analyser-le-rapport-de-moissonnage">Analyser le rapport de moissonnage</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/moissonnage/moissonnage-des-plateformes-geographiques">Moissonnage des plateformes géographiques</a></li></ul></div></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/readme-1">API de data.gouv.fr<span class="group relative rounded-full straight-corners:rounded-sm w-5 h-5 after:grid-area-1-1 after:absolute after:-top-1 after:grid after:-left-1 after:w-7 after:h-7 hover:bg-tint-active hover:text-current"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-right.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon grid flex-shrink-0 size-3 m-1 text-current transition-transform opacity-6 group-hover:opacity-11 contrast-more:opacity-11 rotate-0"></svg></span></a><div class="[&_ul>li]:opacity-1" style="opacity:0;height:0px;display:none"><ul class="flex flex-col gap-y-0.5 ml-5 my-2 border-tint-subtle sidebar-list-default:border-l sidebar-list-line:border-l"><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/readme-1/prise-en-main-de-lapi">Prise en main de l'API</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/readme-1/tutoriel-dutilisation">Tutoriel d'utilisation</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/readme-1/gerer-un-jeu-de-donnees-par-lapi">Gérer un jeu de données par l'API</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/readme-1/reference">Référence<span class="group relative rounded-full straight-corners:rounded-sm w-5 h-5 after:grid-area-1-1 after:absolute after:-top-1 after:grid after:-left-1 after:w-7 after:h-7 hover:bg-tint-active hover:text-current"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-right.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon grid flex-shrink-0 size-3 m-1 text-current transition-transform opacity-6 group-hover:opacity-11 contrast-more:opacity-11 rotate-0"></svg></span></a><div class="[&_ul>li]:opacity-1" style="opacity:0;height:0px;display:none"><ul class="flex flex-col gap-y-0.5 ml-5 my-2 border-tint-subtle sidebar-list-default:border-l sidebar-list-line:border-l"><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/readme-1/reference/site">site</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/readme-1/reference/datasets">datasets</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/readme-1/reference/reuses">reuses</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/readme-1/reference/discussions">discussions</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/readme-1/reference/organizations">organizations</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/readme-1/reference/spatial">spatial</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/readme-1/reference/users">users</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/readme-1/reference/me">me</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/readme-1/reference/contacts">contacts</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/readme-1/reference/workers">workers</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/readme-1/reference/tags">tags</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/readme-1/reference/topics">topics</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/readme-1/reference/posts">posts</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/readme-1/reference/transfer">transfer</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/readme-1/reference/notifications">notifications</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/readme-1/reference/avatars">avatars</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guide-data.gouv.fr/readme-1/reference/harvest">harvest</a></li></ul></div></li></ul></div></li></ul></div></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data">Guides open data<span class="group relative rounded-full straight-corners:rounded-sm w-5 h-5 after:grid-area-1-1 after:absolute after:-top-1 after:grid after:-left-1 after:w-7 after:h-7 hover:bg-tint-active hover:text-current"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-right.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon grid flex-shrink-0 size-3 m-1 text-current transition-transform opacity-6 group-hover:opacity-11 contrast-more:opacity-11 rotate-0"></svg></span></a><div class="[&_ul>li]:opacity-1" style="opacity:0;height:0px;display:none"><ul class="flex flex-col gap-y-0.5 ml-5 my-2 border-tint-subtle sidebar-list-default:border-l sidebar-list-line:border-l"><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data/guide-juridique">Guide juridique<span class="group relative rounded-full straight-corners:rounded-sm w-5 h-5 after:grid-area-1-1 after:absolute after:-top-1 after:grid after:-left-1 after:w-7 after:h-7 hover:bg-tint-active hover:text-current"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-right.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon grid flex-shrink-0 size-3 m-1 text-current transition-transform opacity-6 group-hover:opacity-11 contrast-more:opacity-11 rotate-0"></svg></span></a><div class="[&_ul>li]:opacity-1" style="opacity:0;height:0px;display:none"><ul class="flex flex-col gap-y-0.5 ml-5 my-2 border-tint-subtle sidebar-list-default:border-l sidebar-list-line:border-l"><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data/guide-juridique/producteurs-de-donnees">Producteurs de données<span class="group relative rounded-full straight-corners:rounded-sm w-5 h-5 after:grid-area-1-1 after:absolute after:-top-1 after:grid after:-left-1 after:w-7 after:h-7 hover:bg-tint-active hover:text-current"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-right.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon grid flex-shrink-0 size-3 m-1 text-current transition-transform opacity-6 group-hover:opacity-11 contrast-more:opacity-11 rotate-0"></svg></span></a><div class="[&_ul>li]:opacity-1" style="opacity:0;height:0px;display:none"><ul class="flex flex-col gap-y-0.5 ml-5 my-2 border-tint-subtle sidebar-list-default:border-l sidebar-list-line:border-l"><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data/guide-juridique/producteurs-de-donnees/comprendre-la-notion-dopen-data">Comprendre la notion d'open data</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data/guide-juridique/producteurs-de-donnees/qui-est-concerne">Qui est concerné ?</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data/guide-juridique/producteurs-de-donnees/quelles-sont-les-obligations">Quelles sont les obligations ?</a></li></ul></div></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data/guide-juridique/reutilisateurs-de-donnees">Réutilisateurs de données<span class="group relative rounded-full straight-corners:rounded-sm w-5 h-5 after:grid-area-1-1 after:absolute after:-top-1 after:grid after:-left-1 after:w-7 after:h-7 hover:bg-tint-active hover:text-current"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-right.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon grid flex-shrink-0 size-3 m-1 text-current transition-transform opacity-6 group-hover:opacity-11 contrast-more:opacity-11 rotate-0"></svg></span></a><div class="[&_ul>li]:opacity-1" style="opacity:0;height:0px;display:none"><ul class="flex flex-col gap-y-0.5 ml-5 my-2 border-tint-subtle sidebar-list-default:border-l sidebar-list-line:border-l"><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data/guide-juridique/reutilisateurs-de-donnees/respecter-les-conditions-de-reutilisation">Respecter les conditions de réutilisation</a></li></ul></div></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data/guide-juridique/chronologie-de-lopen-data">Chronologie de l'open data</a></li></ul></div></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data/guide-qualite">Guide qualité<span class="group relative rounded-full straight-corners:rounded-sm w-5 h-5 after:grid-area-1-1 after:absolute after:-top-1 after:grid after:-left-1 after:w-7 after:h-7 hover:bg-tint-active hover:text-current"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-right.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon grid flex-shrink-0 size-3 m-1 text-current transition-transform opacity-6 group-hover:opacity-11 contrast-more:opacity-11 rotate-0"></svg></span></a><div class="[&_ul>li]:opacity-1" style="opacity:0;height:0px;display:none"><ul class="flex flex-col gap-y-0.5 ml-5 my-2 border-tint-subtle sidebar-list-default:border-l sidebar-list-line:border-l"><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data/guide-qualite/evaluer-le-niveau-de-qualite-dun-jeu-de-donnees">Evaluer le niveau de qualité d'un jeu de données</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data/guide-qualite/preparer-un-jeu-de-donnees-de-qualite">Préparer un jeu de données de qualité<span class="group relative rounded-full straight-corners:rounded-sm w-5 h-5 after:grid-area-1-1 after:absolute after:-top-1 after:grid after:-left-1 after:w-7 after:h-7 hover:bg-tint-active hover:text-current"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-right.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon grid flex-shrink-0 size-3 m-1 text-current transition-transform opacity-6 group-hover:opacity-11 contrast-more:opacity-11 rotate-0"></svg></span></a><div class="[&_ul>li]:opacity-1" style="opacity:0;height:0px;display:none"><ul class="flex flex-col gap-y-0.5 ml-5 my-2 border-tint-subtle sidebar-list-default:border-l sidebar-list-line:border-l"><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data/guide-qualite/preparer-un-jeu-de-donnees-de-qualite/extraire-un-jeu-de-donnees-dun-systeme-dinformation">Extraire un jeu de données d'un système d'information</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data/guide-qualite/preparer-un-jeu-de-donnees-de-qualite/structurer-un-jeu-de-donnees">Structurer un jeu de données<span class="group relative rounded-full straight-corners:rounded-sm w-5 h-5 after:grid-area-1-1 after:absolute after:-top-1 after:grid after:-left-1 after:w-7 after:h-7 hover:bg-tint-active hover:text-current"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-right.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon grid flex-shrink-0 size-3 m-1 text-current transition-transform opacity-6 group-hover:opacity-11 contrast-more:opacity-11 rotate-0"></svg></span></a><div class="[&_ul>li]:opacity-1" style="opacity:0;height:0px;display:none"><ul class="flex flex-col gap-y-0.5 ml-5 my-2 border-tint-subtle sidebar-list-default:border-l sidebar-list-line:border-l"><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data/guide-qualite/preparer-un-jeu-de-donnees-de-qualite/structurer-un-jeu-de-donnees/structurer-une-base-adresse-locale">Structurer une Base Adresse Locale</a></li></ul></div></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data/guide-qualite/preparer-un-jeu-de-donnees-de-qualite/lier-des-donnees-a-un-referentiel">Lier des données à un référentiel</a></li></ul></div></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data/guide-qualite/documenter-des-donnees">Documenter des données<span class="group relative rounded-full straight-corners:rounded-sm w-5 h-5 after:grid-area-1-1 after:absolute after:-top-1 after:grid after:-left-1 after:w-7 after:h-7 hover:bg-tint-active hover:text-current"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-right.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon grid flex-shrink-0 size-3 m-1 text-current transition-transform opacity-6 group-hover:opacity-11 contrast-more:opacity-11 rotate-0"></svg></span></a><div class="[&_ul>li]:opacity-1" style="opacity:0;height:0px;display:none"><ul class="flex flex-col gap-y-0.5 ml-5 my-2 border-tint-subtle sidebar-list-default:border-l sidebar-list-line:border-l"><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data/guide-qualite/documenter-des-donnees/bien-documenter-un-jeu-de-donnees">Bien documenter un jeu de données</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data/guide-qualite/documenter-des-donnees/diffuser-la-documentation-dun-jeu-de-donnees">Diffuser la documentation d'un jeu de données</a></li></ul></div></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data/guide-qualite/ameliorer-la-qualite-dun-jeu-de-donnees-en-continu">Améliorer la qualité d'un jeu de données en continu<span class="group relative rounded-full straight-corners:rounded-sm w-5 h-5 after:grid-area-1-1 after:absolute after:-top-1 after:grid after:-left-1 after:w-7 after:h-7 hover:bg-tint-active hover:text-current"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-right.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon grid flex-shrink-0 size-3 m-1 text-current transition-transform opacity-6 group-hover:opacity-11 contrast-more:opacity-11 rotate-0"></svg></span></a><div class="[&_ul>li]:opacity-1" style="opacity:0;height:0px;display:none"><ul class="flex flex-col gap-y-0.5 ml-5 my-2 border-tint-subtle sidebar-list-default:border-l sidebar-list-line:border-l"><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data/guide-qualite/ameliorer-la-qualite-dun-jeu-de-donnees-en-continu/ameliorer-le-score-de-qualite-des-metadonnees">Améliorer le score de qualité des métadonnées</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data/guide-qualite/ameliorer-la-qualite-dun-jeu-de-donnees-en-continu/connaitre-et-suivre-les-usages-dun-jeu-de-donnees">Connaître et suivre les usages d'un jeu de données</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data/guide-qualite/ameliorer-la-qualite-dun-jeu-de-donnees-en-continu/mettre-en-place-une-strategie-organisationnelle">Mettre en place une stratégie organisationnelle</a></li></ul></div></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data/guide-qualite/maitriser-les-schemas-de-donnees">Maîtriser les schémas de données<span class="group relative rounded-full straight-corners:rounded-sm w-5 h-5 after:grid-area-1-1 after:absolute after:-top-1 after:grid after:-left-1 after:w-7 after:h-7 hover:bg-tint-active hover:text-current"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-right.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon grid flex-shrink-0 size-3 m-1 text-current transition-transform opacity-6 group-hover:opacity-11 contrast-more:opacity-11 rotate-0"></svg></span></a><div class="[&_ul>li]:opacity-1" style="opacity:0;height:0px;display:none"><ul class="flex flex-col gap-y-0.5 ml-5 my-2 border-tint-subtle sidebar-list-default:border-l sidebar-list-line:border-l"><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data/guide-qualite/maitriser-les-schemas-de-donnees/comprendre-les-benefices-dutiliser-un-schema-de-donnees">Comprendre les bénéfices d'utiliser un schéma de données</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data/guide-qualite/maitriser-les-schemas-de-donnees/creer-un-schema-de-donnees">Créer un schéma de données<span class="group relative rounded-full straight-corners:rounded-sm w-5 h-5 after:grid-area-1-1 after:absolute after:-top-1 after:grid after:-left-1 after:w-7 after:h-7 hover:bg-tint-active hover:text-current"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-right.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon grid flex-shrink-0 size-3 m-1 text-current transition-transform opacity-6 group-hover:opacity-11 contrast-more:opacity-11 rotate-0"></svg></span></a><div class="[&_ul>li]:opacity-1" style="opacity:0;height:0px;display:none"><ul class="flex flex-col gap-y-0.5 ml-5 my-2 border-tint-subtle sidebar-list-default:border-l sidebar-list-line:border-l"><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data/guide-qualite/maitriser-les-schemas-de-donnees/creer-un-schema-de-donnees/etape-1-phase-dinvestigation">Etape 1 : Phase d'investigation</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data/guide-qualite/maitriser-les-schemas-de-donnees/creer-un-schema-de-donnees/etape-2-phase-de-concertation">Etape 2 : Phase de concertation</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data/guide-qualite/maitriser-les-schemas-de-donnees/creer-un-schema-de-donnees/etape-3-phase-de-construction">Etape 3 : Phase de construction</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data/guide-qualite/maitriser-les-schemas-de-donnees/creer-un-schema-de-donnees/etape-4-phase-de-promotion-et-de-maintien">Etape 4 : Phase de promotion et de maintien</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data/guide-qualite/maitriser-les-schemas-de-donnees/creer-un-schema-de-donnees/focus-construire-un-schema-tableschema">Focus : Construire un schéma TableSchema</a></li></ul></div></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data/guide-qualite/maitriser-les-schemas-de-donnees/integrer-un-schema-de-donnees-a-schema.data.gouv.fr">Intégrer un schéma de données à schema.data.gouv.fr</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data/guide-qualite/maitriser-les-schemas-de-donnees/produire-des-donnees-en-conformite-avec-un-schema">Produire des données en conformité avec un schéma</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/guides-open-data/guide-qualite/maitriser-les-schemas-de-donnees/indiquer-et-verifier-quune-ressource-respecte-un-schema-de-donnees">Indiquer et vérifier qu'une ressource respecte un schéma de données</a></li></ul></div></li></ul></div></li></ul></div></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees">Guides sur l'utilisation des données<span class="group relative rounded-full straight-corners:rounded-sm w-5 h-5 after:grid-area-1-1 after:absolute after:-top-1 after:grid after:-left-1 after:w-7 after:h-7 hover:bg-tint-active hover:text-current"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-right.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon grid flex-shrink-0 size-3 m-1 text-current transition-transform opacity-6 group-hover:opacity-11 contrast-more:opacity-11 rotate-0"></svg></span></a><div class="[&_ul>li]:opacity-1" style="opacity:0;height:0px;display:none"><ul class="flex flex-col gap-y-0.5 ml-5 my-2 border-tint-subtle sidebar-list-default:border-l sidebar-list-line:border-l"><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/introduction-a-lopen-data">Introduction à l'open data<span class="group relative rounded-full straight-corners:rounded-sm w-5 h-5 after:grid-area-1-1 after:absolute after:-top-1 after:grid after:-left-1 after:w-7 after:h-7 hover:bg-tint-active hover:text-current"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-right.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon grid flex-shrink-0 size-3 m-1 text-current transition-transform opacity-6 group-hover:opacity-11 contrast-more:opacity-11 rotate-0"></svg></span></a><div class="[&_ul>li]:opacity-1" style="opacity:0;height:0px;display:none"><ul class="flex flex-col gap-y-0.5 ml-5 my-2 border-tint-subtle sidebar-list-default:border-l sidebar-list-line:border-l"><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/introduction-a-lopen-data/comprendre-la-notion-dopen-data">Comprendre la notion d'open data</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/introduction-a-lopen-data/comprendre-lecosysteme-de-lopen-data">Comprendre l'écosystème de l'open data</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/introduction-a-lopen-data/comprendre-les-conditions-dutilisation-des-donnees-en-open-data">Comprendre les conditions d'utilisation des données en open data</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/introduction-a-lopen-data/decouvrir-et-utiliser-data.gouv.fr">Découvrir et utiliser data.gouv.fr</a></li></ul></div></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/guide-traitement-et-analyse-de-donnees">Guide traitement et analyse de données<span class="group relative rounded-full straight-corners:rounded-sm w-5 h-5 after:grid-area-1-1 after:absolute after:-top-1 after:grid after:-left-1 after:w-7 after:h-7 hover:bg-tint-active hover:text-current"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-right.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon grid flex-shrink-0 size-3 m-1 text-current transition-transform opacity-6 group-hover:opacity-11 contrast-more:opacity-11 rotate-0"></svg></span></a><div class="[&_ul>li]:opacity-1" style="opacity:0;height:0px;display:none"><ul class="flex flex-col gap-y-0.5 ml-5 my-2 border-tint-subtle sidebar-list-default:border-l sidebar-list-line:border-l"><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/guide-traitement-et-analyse-de-donnees/trouver-des-donnees">Trouver des données</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/guide-traitement-et-analyse-de-donnees/prendre-connaissance-et-evaluer-la-qualite-de-donnees">Prendre connaissance et évaluer la qualité de données</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/guide-traitement-et-analyse-de-donnees/explorer-des-donnees">Explorer des données</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/guide-traitement-et-analyse-de-donnees/recuperer-des-donnees">Récupérer des données</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/guide-traitement-et-analyse-de-donnees/manipuler-des-donnees">Manipuler des données<span class="group relative rounded-full straight-corners:rounded-sm w-5 h-5 after:grid-area-1-1 after:absolute after:-top-1 after:grid after:-left-1 after:w-7 after:h-7 hover:bg-tint-active hover:text-current"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-right.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon grid flex-shrink-0 size-3 m-1 text-current transition-transform opacity-6 group-hover:opacity-11 contrast-more:opacity-11 rotate-0"></svg></span></a><div class="[&_ul>li]:opacity-1" style="opacity:0;height:0px;display:none"><ul class="flex flex-col gap-y-0.5 ml-5 my-2 border-tint-subtle sidebar-list-default:border-l sidebar-list-line:border-l"><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/guide-traitement-et-analyse-de-donnees/manipuler-des-donnees/ouvrir-des-donnees">Ouvrir des données</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/guide-traitement-et-analyse-de-donnees/manipuler-des-donnees/filtrer-des-donnees">Filtrer des données</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/guide-traitement-et-analyse-de-donnees/manipuler-des-donnees/nettoyer-des-donnees">Nettoyer des données</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/guide-traitement-et-analyse-de-donnees/manipuler-des-donnees/croiser-des-donnees">Croiser des données</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/guide-traitement-et-analyse-de-donnees/manipuler-des-donnees/geocoder-des-adresses">Géocoder des adresses</a></li></ul></div></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/guide-traitement-et-analyse-de-donnees/analyser-des-donnees">Analyser des données<span class="group relative rounded-full straight-corners:rounded-sm w-5 h-5 after:grid-area-1-1 after:absolute after:-top-1 after:grid after:-left-1 after:w-7 after:h-7 hover:bg-tint-active hover:text-current"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-right.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon grid flex-shrink-0 size-3 m-1 text-current transition-transform opacity-6 group-hover:opacity-11 contrast-more:opacity-11 rotate-0"></svg></span></a><div class="[&_ul>li]:opacity-1" style="opacity:0;height:0px;display:none"><ul class="flex flex-col gap-y-0.5 ml-5 my-2 border-tint-subtle sidebar-list-default:border-l sidebar-list-line:border-l"><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/guide-traitement-et-analyse-de-donnees/analyser-des-donnees/analyser-des-donnees-avec-le-tableur-libreoffice-calc">Analyser des données avec le tableur LibreOffice Calc</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/guide-traitement-et-analyse-de-donnees/analyser-des-donnees/analyser-des-donnees-avec-python">Analyser des données avec Python</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/guide-traitement-et-analyse-de-donnees/analyser-des-donnees/analyser-des-donnees-avec-r">Analyser des données avec R</a></li></ul></div></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/guide-traitement-et-analyse-de-donnees/visualiser-des-donnees">Visualiser des données</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/guide-traitement-et-analyse-de-donnees/cartographier-des-donnees">Cartographier des données</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/guide-traitement-et-analyse-de-donnees/realiser-des-projets-utiles-et-sinspirer">Réaliser des projets utiles et s'inspirer</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/guide-traitement-et-analyse-de-donnees/poser-des-questions-aux-producteurs-de-donnees">Poser des questions aux producteurs de données</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/guide-traitement-et-analyse-de-donnees/valoriser-ses-travaux">Valoriser ses travaux</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/guide-traitement-et-analyse-de-donnees/autres-ressources-pedagogiques">Autres ressources pédagogiques</a></li></ul></div></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/utiliser-les-api-geographiques">Guide API géographiques<span class="group relative rounded-full straight-corners:rounded-sm w-5 h-5 after:grid-area-1-1 after:absolute after:-top-1 after:grid after:-left-1 after:w-7 after:h-7 hover:bg-tint-active hover:text-current"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-right.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon grid flex-shrink-0 size-3 m-1 text-current transition-transform opacity-6 group-hover:opacity-11 contrast-more:opacity-11 rotate-0"></svg></span></a><div class="[&_ul>li]:opacity-1" style="opacity:0;height:0px;display:none"><ul class="flex flex-col gap-y-0.5 ml-5 my-2 border-tint-subtle sidebar-list-default:border-l sidebar-list-line:border-l"><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/utiliser-les-api-geographiques/utiliser-lapi-adresse">Utiliser l'API Adresse<span class="group relative rounded-full straight-corners:rounded-sm w-5 h-5 after:grid-area-1-1 after:absolute after:-top-1 after:grid after:-left-1 after:w-7 after:h-7 hover:bg-tint-active hover:text-current"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-right.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon grid flex-shrink-0 size-3 m-1 text-current transition-transform opacity-6 group-hover:opacity-11 contrast-more:opacity-11 rotate-0"></svg></span></a><div class="[&_ul>li]:opacity-1" style="opacity:0;height:0px;display:none"><ul class="flex flex-col gap-y-0.5 ml-5 my-2 border-tint-subtle sidebar-list-default:border-l sidebar-list-line:border-l"><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/utiliser-les-api-geographiques/utiliser-lapi-adresse/rappel-donnees-adresses">Rappel sur les données adresses</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/utiliser-les-api-geographiques/utiliser-lapi-adresse/geocoder-des-adresses-theorie">Géocoder des adresses - théorie</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/utiliser-les-api-geographiques/utiliser-lapi-adresse/geocoder-des-adresses-pratique">Géocoder des adresses - cas pratiques</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/utiliser-les-api-geographiques/utiliser-lapi-adresse/faq-adresse">FAQ Adresse</a></li></ul></div></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/utiliser-les-api-geographiques/utiliser-lapi-decoupage-administratif">Utiliser l'API Découpage administratif</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/utiliser-les-api-geographiques/utiliser-les-tuiles-vectorielles">Utiliser les tuiles vectorielles</a></li></ul></div></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/autour-du-cadastre">Guide données du cadastre<span class="group relative rounded-full straight-corners:rounded-sm w-5 h-5 after:grid-area-1-1 after:absolute after:-top-1 after:grid after:-left-1 after:w-7 after:h-7 hover:bg-tint-active hover:text-current"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-right.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon grid flex-shrink-0 size-3 m-1 text-current transition-transform opacity-6 group-hover:opacity-11 contrast-more:opacity-11 rotate-0"></svg></span></a><div class="[&_ul>li]:opacity-1" style="opacity:0;height:0px;display:none"><ul class="flex flex-col gap-y-0.5 ml-5 my-2 border-tint-subtle sidebar-list-default:border-l sidebar-list-line:border-l"><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/autour-du-cadastre/comprendre-les-donnees-ouvertes-du-cadastre-et-leurs-usages">Comprendre les données du cadastre et leurs usages</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/autour-du-cadastre/manipuler-les-donnees-du-cadastre">Manipuler les données du cadastre</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/autour-du-cadastre/faq-cadastre">Foire aux questions sur le cadastre</a></li></ul></div></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/prise-en-main-des-donnees-meteorologiques">Guide données météorologiques</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/reutiliser-des-donnees/prendre-en-main-lapi-adresse-portee-par-lign">Guide API "Adresse" de l'IGN</a></li></ul></div></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/autres-ressources-utiles">Autres ressources utiles<span class="group relative rounded-full straight-corners:rounded-sm w-5 h-5 after:grid-area-1-1 after:absolute after:-top-1 after:grid after:-left-1 after:w-7 after:h-7 hover:bg-tint-active hover:text-current"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-right.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon grid flex-shrink-0 size-3 m-1 text-current transition-transform opacity-6 group-hover:opacity-11 contrast-more:opacity-11 rotate-90"></svg></span></a><div class="" style="opacity:1;height:auto;display:block"><ul class="flex flex-col gap-y-0.5 ml-5 my-2 border-tint-subtle sidebar-list-default:border-l sidebar-list-line:border-l"><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/autres-ressources-utiles/lexique-de-lopen-data">Lexique de l'open data</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/autres-ressources-utiles/donnees-de-la-commande-publique">Données de la commande publique<span class="group relative rounded-full straight-corners:rounded-sm w-5 h-5 after:grid-area-1-1 after:absolute after:-top-1 after:grid after:-left-1 after:w-7 after:h-7 hover:bg-tint-active hover:text-current"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-right.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon grid flex-shrink-0 size-3 m-1 text-current transition-transform opacity-6 group-hover:opacity-11 contrast-more:opacity-11 rotate-0"></svg></span></a><div class="[&_ul>li]:opacity-1" style="opacity:0;height:0px;display:none"><ul class="flex flex-col gap-y-0.5 ml-5 my-2 border-tint-subtle sidebar-list-default:border-l sidebar-list-line:border-l"><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/autres-ressources-utiles/donnees-de-la-commande-publique/publier-les-donnees-essentielles-dattribution-des-marches">Publier les données essentielles d’attribution des marchés</a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/autres-ressources-utiles/donnees-de-la-commande-publique/declaration-dun-profil-dacheteur">Déclaration d’un profil d’acheteur</a></li></ul></div></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/autres-ressources-utiles/donnees-de-forte-valeur-modalites-de-rapportage">Données de forte valeur : métadonnées obligatoires et modalités de rapportage</a></li><li class="flex flex-col"><a class="flex justify-start items-center gap-3 p-1.5 pl-3 text-sm transition-colors duration-100 text-tint-strong/7 rounded-md straight-corners:rounded-none before:content-none font-normal hover:bg-tint hover:text-tint-strong" href="https://opendatafrance.gitbook.io/kit-de-ressources-odf/">Ressources OpenDataFrance<svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/arrow-up-right-from-square.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon size-3 mr-1 mt-1 place-self-start shrink-0 text-current transition-colors [&>path]:transition-[opacity] [&>path]:[opacity:0.40] group-hover:[&>path]:[opacity:1]"></svg></a></li><li class="flex flex-col"><a class="flex justify-start items-center gap-3 p-1.5 pl-3 text-sm transition-colors duration-100 text-tint-strong/7 rounded-md straight-corners:rounded-none before:content-none font-normal hover:bg-tint hover:text-tint-strong" href="https://doc.transport.data.gouv.fr/">Documentation de transport.data.gouv.fr<svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/arrow-up-right-from-square.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon size-3 mr-1 mt-1 place-self-start shrink-0 text-current transition-colors [&>path]:transition-[opacity] [&>path]:[opacity:0.40] group-hover:[&>path]:[opacity:1]"></svg></a></li><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm font-normal text-balance text-tint-strong/7 hover:text-tint-strong hover:bg-tint-hover contrast-more:text-tint-strong hover:contrast-more:text-tint-strong hover:contrast-more:ring-1 hover:contrast-more:ring-tint-12 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-line:before:w-px sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none" href="/autres-ressources-utiles/les-algorithmes-publics-pourquoi-et-comment-les-expliquer">Les algorithmes publics : pourquoi et comment les expliquer ?<span class="group relative rounded-full straight-corners:rounded-sm w-5 h-5 after:grid-area-1-1 after:absolute after:-top-1 after:grid after:-left-1 after:w-7 after:h-7 hover:bg-tint-active hover:text-current"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-right.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon grid flex-shrink-0 size-3 m-1 text-current transition-transform opacity-6 group-hover:opacity-11 contrast-more:opacity-11 rotate-90"></svg></span></a><div class="" style="opacity:1;height:auto;display:block"><ul class="flex flex-col gap-y-0.5 ml-5 my-2 border-tint-subtle sidebar-list-default:border-l sidebar-list-line:border-l"><li class="flex flex-col"><a class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 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break-anywhere page-api-block:xl:max-2xl:pr-0 page-api-block:max-w-[1654px] page-api-block:mx-auto"><header class="max-w-3xl mx-auto mb-6 space-y-3 page-api-block:ml-0"><nav><ol class="flex flex-wrap items-center gap-2"><li><a class="underline-offset-2 decoration-primary/6 text-primary-subtle hover:text-primary contrast-more:text-primary contrast-more:hover:text-primary-strong transition-colors no-underline hover:underline text-xs tracking-wide font-semibold uppercase flex items-center gap-1.5 contrast-more:underline contrast-more:decoration-current" href="/autres-ressources-utiles">Autres ressources utiles</a></li><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-right.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon size-3 text-tint-subtle"></svg><li><a class="underline-offset-2 decoration-primary/6 text-primary-subtle hover:text-primary contrast-more:text-primary contrast-more:hover:text-primary-strong transition-colors no-underline hover:underline text-xs tracking-wide font-semibold uppercase flex items-center gap-1.5 contrast-more:underline contrast-more:decoration-current" href="/autres-ressources-utiles/les-algorithmes-publics-pourquoi-et-comment-les-expliquer">Les algorithmes publics : pourquoi et comment les expliquer ?</a></li></ol></nav><h1 class="text-4xl font-bold flex items-center gap-4">Liste de ressources</h1></header><div class="[&>*+*]:mt-5 grid whitespace-pre-wrap"><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">Nous vous proposons une sélection de ressources (études, articles, outils, évènements) sur les algorithmes publics.</p><h3 id="etudes-et-rapports" class="text-2xl font-semibold heading group relative grid w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0"><div class="grid grid-area-1-1 relative -ml-6 w-7 border-0 opacity-0 group-hover:opacity-[0] group-focus:opacity-[0] md:group-hover:md:opacity-[1] md:group-focus:md:opacity-[1] mt-[0.75em]"><a href="#etudes-et-rapports" aria-label="Direct link to heading" class="inline-flex h-full items-start dark:shadow-none dark:ring-0 leading-snug"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/hashtag.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon w-3.5 h-[1lh] transition-colors text-transparent group-hover:text-tint-subtle contrast-more:group-hover:text-tint-strong lg:w-4"></svg></a></div><div class="grid-area-1-1 z-[1] justify-self-start text-left leading-snug mt-[0.75em]">Études et rapports</div></h3><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">🇫🇷 "<a class="underline underline-offset-2 text-primary-subtle hover:text-primary contrast-more:text-primary contrast-more:hover:text-primary-strong transition-colors" href="https://www.ladocumentationfrancaise.fr/var/storage/rapports-publics/174000345.pdf">Les conditions d'ouverture du système Admission Post-Bac</a>", rapport au Secrétaire d'Etat en charge de l'enseignement supérieur et de la recherche", mision Etalab, avril 2017</p><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">🇫🇷 "<a class="underline underline-offset-2 text-primary-subtle hover:text-primary contrast-more:text-primary contrast-more:hover:text-primary-strong transition-colors" href="https://www.senat.fr/notice-rapport/2017/r17-305-notice.html">Les algorithmes au service de l'action publique, le cas du portail Admission Post-Bac</a>", compte-rendu de l'audition publique de l'Office parlementaire d'évaluation des choix scientifiques et technologiques", Sénat, février 2018</p><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">🇫🇷 "<a class="underline underline-offset-2 text-primary-subtle hover:text-primary contrast-more:text-primary contrast-more:hover:text-primary-strong transition-colors" href="http://cache.media.enseignementsup-recherche.gouv.fr/file/Parcoursup/36/3/Rapport_du_CESP_1061363.pdf">Rapport au Parlement du Comité d'éthique et scentifique de Parcoursup</a>, janvier 2019</p><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">🇫🇷 "<a class="underline underline-offset-2 text-primary-subtle hover:text-primary contrast-more:text-primary contrast-more:hover:text-primary-strong transition-colors" href="https://www.cnil.fr/sites/default/files/atoms/files/cnil_rapport_garder_la_main_web.pdf">Rapport sur les enjeux éthiques des algorithmes et de l’intelligence artificielle</a>", Commission nationale Informatique et Libertés, décembre 2017</p><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">🇺🇸 "<a class="underline underline-offset-2 text-primary-subtle hover:text-primary contrast-more:text-primary contrast-more:hover:text-primary-strong transition-colors" href="http://www.omidyar.com/sites/default/files/file_archive/Public%20Scrutiny%20of%20Automated%20Decisions.pdf">Public scrutiny of automated decisions</a>", Upturn & Omidyar Network, 2018</p><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">🇪🇺 "<a class="underline underline-offset-2 text-primary-subtle hover:text-primary contrast-more:text-primary contrast-more:hover:text-primary-strong transition-colors" href="https://ec.europa.eu/digital-single-market/en/news/draft-ethics-guidelines-trustworthy-ai">Draft Ethics guidelines for trustworthy AI</a>", European Commission’s High-Level Expert Group on Artificial Intelligence, mars 2019</p><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">🇪🇺 "<a class="underline underline-offset-2 text-primary-subtle hover:text-primary contrast-more:text-primary contrast-more:hover:text-primary-strong transition-colors" href="https://www.algoaware.eu/state-of-the-art-report/">algo:aware - State of the Art Report</a>", Optimity Advisors for the European Commission, décembre 2018</p><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">🇪🇺 "<a class="underline underline-offset-2 text-primary-subtle hover:text-primary contrast-more:text-primary contrast-more:hover:text-primary-strong transition-colors" href="https://algorithmwatch.org/en/publication/automating-society-available-now/">Automating societies: taking stock of automated decision-making in the EU</a>", Algorithm Watch, janvier 2019</p><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">🇪🇺 "<a class="underline underline-offset-2 text-primary-subtle hover:text-primary contrast-more:text-primary contrast-more:hover:text-primary-strong transition-colors" href="http://www.europarl.europa.eu/stoa/en/document/EPRS_STU(2019)624261">Understanding algorithmic decision-making: Opportunities and challenges</a>", Future of Science and Technology Panel, Parlement européen, mars 2019</p><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">🇺🇸 "<a class="underline underline-offset-2 text-primary-subtle hover:text-primary contrast-more:text-primary contrast-more:hover:text-primary-strong transition-colors" href="https://datasociety.net/wp-content/uploads/2018/04/Data_Society_Algorithmic_Accountability_Primer_FINAL-4.pdf">Algorithmic accountability: a primer</a>", Data & Society, avril 2018</p><h3 id="articles" class="text-2xl font-semibold heading group relative grid w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0"><div class="grid grid-area-1-1 relative -ml-6 w-7 border-0 opacity-0 group-hover:opacity-[0] group-focus:opacity-[0] md:group-hover:md:opacity-[1] md:group-focus:md:opacity-[1] mt-[0.75em]"><a href="#articles" aria-label="Direct link to heading" class="inline-flex h-full items-start dark:shadow-none dark:ring-0 leading-snug"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/hashtag.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon w-3.5 h-[1lh] transition-colors text-transparent group-hover:text-tint-subtle contrast-more:group-hover:text-tint-strong lg:w-4"></svg></a></div><div class="grid-area-1-1 z-[1] justify-self-start text-left leading-snug mt-[0.75em]">Articles</div></h3><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">🇫🇷 "<a class="underline underline-offset-2 text-primary-subtle hover:text-primary contrast-more:text-primary contrast-more:hover:text-primary-strong transition-colors" href="http://www.internetactu.net/2017/07/28/admission-post-bac-cas-decole-des-algorithmes-publics/">Admission Post-Bac, cas d'école des algorithmes publics ?</a>", Hubert Guillaud, Internet Actu, 28 juillet 2017</p><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">🇫🇷 "<a class="underline underline-offset-2 text-primary-subtle hover:text-primary contrast-more:text-primary contrast-more:hover:text-primary-strong transition-colors" href="http://www.internetactu.net/2018/12/05/vers-des-algorithmes-exemplaires/">Vers des algorithmes publics exemplaires</a>", Hubert Guillaud, Internet Actu, décembre 2018</p><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">🇫🇷 "<a class="underline underline-offset-2 text-primary-subtle hover:text-primary contrast-more:text-primary contrast-more:hover:text-primary-strong transition-colors" href="http://www.internetactu.net/2018/07/19/concretement-comment-rendre-les-algorithmes-responsables-et-equitables/">Concrètement, comment rendre les algorithmes responsables et équitables ?</a>", Hubert Guillaud, Internet Actu, juillet 2018</p><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">🇫🇷 "<a class="underline underline-offset-2 text-primary-subtle hover:text-primary contrast-more:text-primary contrast-more:hover:text-primary-strong transition-colors" href="https://hal.archives-ouvertes.fr/hal-01877760/document">Quelle transparence pour les algorithmes d’apprentissage machine?</a> Maël Pégny, Issam Ibnouhsein, 2018</p><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">🇬🇧 "<a class="underline underline-offset-2 text-primary-subtle hover:text-primary contrast-more:text-primary contrast-more:hover:text-primary-strong transition-colors" href="https://www.nesta.org.uk/blog/10-principles-for-public-sector-use-of-algorithmic-decision-making/">10 principles for public sector use of algorithmic decision making</a>", Eddie Copeland, Nesta, février 2018</p><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">🇬🇧 "<a class="underline underline-offset-2 text-primary-subtle hover:text-primary contrast-more:text-primary contrast-more:hover:text-primary-strong transition-colors" href="https://arxiv.org/pdf/1801.10408.pdf">It's Reducing a Human Being to a Percentage': Perceptions of Justice in Algorithmic Decisions</a>, Reuben Binns, Max Van Kleek, Michael Veale, Ulrik Lyngs, Jun Zhao, and Nigel Shadbolt. In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems</p><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">🇬🇧 "<a class="underline underline-offset-2 text-primary-subtle hover:text-primary contrast-more:text-primary contrast-more:hover:text-primary-strong transition-colors" href="https://dl.acm.org/citation.cfm?id=3174014">Fairness and Accountability Design Needs for Algorithmic Support in High-Stakes Public Sector Decision-Making</a>", Michael Veale, Max Van Kleek, and Reuben Binns. In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems</p><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">🇬🇧 "<a class="underline underline-offset-2 text-primary-subtle hover:text-primary contrast-more:text-primary contrast-more:hover:text-primary-strong transition-colors" href="https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3052831">Enslaving the Algorithm: From a ‘Right to an Explanation’ to a ‘Right to Better Decisions’?</a>, Lilian Edwards, Michael Veale, IEEE Security & Privacy, 2018</p><h3 id="outils-et-methodologies" class="text-2xl font-semibold heading group relative grid w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0"><div class="grid grid-area-1-1 relative -ml-6 w-7 border-0 opacity-0 group-hover:opacity-[0] group-focus:opacity-[0] md:group-hover:md:opacity-[1] md:group-focus:md:opacity-[1] mt-[0.75em]"><a href="#outils-et-methodologies" aria-label="Direct link to heading" class="inline-flex h-full items-start dark:shadow-none dark:ring-0 leading-snug"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/hashtag.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon w-3.5 h-[1lh] transition-colors text-transparent group-hover:text-tint-subtle contrast-more:group-hover:text-tint-strong lg:w-4"></svg></a></div><div class="grid-area-1-1 z-[1] justify-self-start text-left leading-snug mt-[0.75em]">Outils et méthodologies</div></h3><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">🇫🇷 "<a class="underline underline-offset-2 text-primary-subtle hover:text-primary contrast-more:text-primary contrast-more:hover:text-primary-strong transition-colors" href="http://fing.org/?Nos-Systemes-les-pistes-d">5 pistes d'innovation du programme NosSystèmes</a>", Fing, juin 2017</p><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">🇫🇷 "<a class="underline underline-offset-2 text-primary-subtle hover:text-primary contrast-more:text-primary contrast-more:hover:text-primary-strong transition-colors" href="https://github.com/etalab/guides.etalab.gouv.fr/blob/master/algorithmes/0-guide.md">Guide des algorithmes publics à l'usage des administrations</a>", Etalab, mars 2019</p><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">🇬🇧 "<a class="underline underline-offset-2 text-primary-subtle hover:text-primary contrast-more:text-primary contrast-more:hover:text-primary-strong transition-colors" href="https://www.nesta.org.uk/blog/20-questions-public-sector-orgs-algorithms/">20 questions for public sector use of algorithmic decision making</a>", Eddie Copeland, Nesta, juin 2018</p><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">🇺🇸 "<a class="underline underline-offset-2 text-primary-subtle hover:text-primary contrast-more:text-primary contrast-more:hover:text-primary-strong transition-colors" href="http://ethicstoolkit.ai/">Ethics & algorithms toolkit</a>", John Hopkins University, Harvard University, Data for DC, City of San Francisco, 2018-2019</p><h3 id="evenements" class="text-2xl font-semibold heading group relative grid w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0"><div class="grid grid-area-1-1 relative -ml-6 w-7 border-0 opacity-0 group-hover:opacity-[0] group-focus:opacity-[0] md:group-hover:md:opacity-[1] md:group-focus:md:opacity-[1] mt-[0.75em]"><a href="#evenements" aria-label="Direct link to heading" class="inline-flex h-full items-start dark:shadow-none dark:ring-0 leading-snug"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/hashtag.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon w-3.5 h-[1lh] transition-colors text-transparent group-hover:text-tint-subtle contrast-more:group-hover:text-tint-strong lg:w-4"></svg></a></div><div class="grid-area-1-1 z-[1] justify-self-start text-left leading-snug mt-[0.75em]">Événements</div></h3><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">Journée d'études "<a class="underline underline-offset-2 text-primary-subtle hover:text-primary contrast-more:text-primary contrast-more:hover:text-primary-strong transition-colors" href="http://www.internetactu.net/2017/07/28/admission-post-bac-cas-decole-des-algorithmes-publics/">Admission Post-Bac, cas d'école des algorithmes publics</a>", co-organisée par Etalab et la Fondation Internet nouvelle génération, Saint-Denis, 28 juin 2017</p><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">Atelier de travail <a class="underline underline-offset-2 text-primary-subtle hover:text-primary contrast-more:text-primary contrast-more:hover:text-primary-strong transition-colors" href="https://entrepreneur-interet-general.etalab.gouv.fr/blog/2018/10/15/fing-algo.html">Nos Systèmes x EIG saison 2</a> au Liberté Living Lab, Paris, septembre 2018</p><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">Atelier participatif <a class="underline underline-offset-2 text-primary-subtle hover:text-primary contrast-more:text-primary contrast-more:hover:text-primary-strong transition-colors" href="https://www.etalab.gouv.fr/data-gouv-fr-et-les-algorithmes-a-lepreuve-de-la-mediation-numerique-retour-sur-le-forum-open-detat-4">Forum Open d'Etat #4</a>, Numériques en commun(s), Nantes, septembre 2018</p></div><div class="flex flex-col md:flex-row mt-6 gap-2 max-w-3xl mx-auto page-api-block:ml-0 text-tint"><a class="group text-sm p-2.5 flex gap-4 flex-1 flex-row-reverse items-center pl-4 border border-tint-subtle rounded straight-corners:rounded-none hover:border-primary text-pretty md:p-4 md:text-base" href="/autres-ressources-utiles/les-algorithmes-publics-pourquoi-et-comment-les-expliquer/fiche-pratique-linventaire-des-principaux-traitements-algorithmiques"><span class="flex flex-col flex-1 text-right"><span class="text-xs">Précédent</span><span class="text-tint-strong group-hover:text-primary line-clamp-2">Fiche pratique : l'inventaire des principaux traitements algorithmiques</span></span><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/chevron-left.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon hidden size-4 text-tint-subtle contrast-more:text-tint-strong group-hover:text-primary md:block"></svg></a><a class="group text-sm p-2.5 flex gap-4 flex-1 flex-row items-center pr-4 border border-tint-subtle rounded straight-corners:rounded-none hover:border-primary text-pretty md:p-4 md:text-base" href="/autres-ressources-utiles/codes-sources-du-secteur-public-lesquels-ouvrir-pourquoi-et-comment"><span class="flex flex-col flex-1"><span class="text-xs">Suivant</span><span class="text-tint-strong group-hover:text-primary line-clamp-2">Codes sources du secteur public : lesquels ouvrir, pourquoi et 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