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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 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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 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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 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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-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="/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-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="/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-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="/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-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="/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 aria-current="page" class="group/toclink relative transition-colors flex flex-row justify-between p-1.5 pl-3 rounded-md straight-corners:rounded-none text-sm text-balance hover:contrast-more:ring-1 before:contents[] before:absolute before:inset-y-0 before:-left-px [&+div_a]:pl-5 sidebar-list-default:[&+div_a]:before:w-px sidebar-list-default:[&+div_a]:rounded-l-none sidebar-list-line:rounded-l-none font-semibold sidebar-list-line:before:w-0.5 before:bg-primary-solid text-primary-subtle sidebar-list-pill:bg-primary [html.sidebar-list-pill.theme-muted_&]:bg-primary-hover [html.sidebar-list-pill.theme-bold.tint_&]:bg-primary-hover [html.sidebar-filled.sidebar-list-pill.theme-muted_&]:bg-primary [html.sidebar-filled.sidebar-list-pill.theme-bold.tint_&]:bg-primary hover:bg-primary-hover hover:text-primary hover:before:bg-primary-solid-hover sidebar-list-pill:hover:bg-primary-hover contrast-more:text-primary contrast-more:hover:text-primary-strong contrast-more:bg-primary contrast-more:ring-1 contrast-more:ring-primary contrast-more:hover:ring-primary-hover" 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-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/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-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/les-algorithmes-publics-pourquoi-et-comment-les-expliquer/les-algorithmes-publics-enjeux-et-obligations">Les algorithmes publics : enjeux et obligations</a></li><li class="flex flex-col"><a class="group/toclink relative 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href="/guides-open-data/guide-qualite">Guide qualité</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="/guides-open-data/guide-qualite/maitriser-les-schemas-de-donnees">Maîtriser les schémas de données</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="/guides-open-data/guide-qualite/maitriser-les-schemas-de-donnees/creer-un-schema-de-donnees">Créer un schéma de données</a></li></ol></nav><h1 class="text-4xl font-bold flex items-center gap-4">Etape 3 : Phase de construction</h1></header><div class="[&>*+*]:mt-5 grid whitespace-pre-wrap"><div class="hint p-4 transition-colors rounded-md straight-corners:rounded-none bg-tint print-mode:!bg-tint theme-muted:bg-tint-base theme-bold-tint:bg-tint-base theme-gradient:bg-tint-12/1 border-tint [&_.can-override-bg]:bg-tint-active [&_.can-override-text]:text-tint-strong w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0"><div class="flex flex-row"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/circle-info.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon size-5 mr-4 mt-0.5 leading-normal text-primary"></svg><div class="flex-1 space-y-4 [&_.hint]:border [&_pre]:border"><p class="w-full mx-auto decoration-primary/6 max-w-3xl [&_a]:text-primary [&_a:hover]:text-primary-strong flip-heading-hash"><strong class="font-bold">Lexique : Phase de construction</strong></p><p class="w-full mx-auto decoration-primary/6 max-w-3xl [&_a]:text-primary [&_a:hover]:text-primary-strong flip-heading-hash">La phase de construction consiste à implémenter techniquement le schéma de données obtenu après la phase de concertation. Pour cela, il est nécessaire de choisir un standard technique, créer les fichiers requis, les tester et les diffuser.</p><p class="w-full mx-auto decoration-primary/6 max-w-3xl [&_a]:text-primary [&_a:hover]:text-primary-strong flip-heading-hash">Durant cette phase, il est nécessaire de mobiliser des personnes possédant des compétences techniques. Cette phase consiste à transcrire les décisions prises lors de la phase de concertation en un ou plusieurs schémas de données suivant le découpage en fichiers retenu.</p></div></div></div><h2 id="choisir-un-standard-technique-pour-la-description-de-votre-schema-de-donnees" class="text-3xl 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-[1em]"><a href="#choisir-un-standard-technique-pour-la-description-de-votre-schema-de-donnees" aria-label="Direct link to heading" class="inline-flex h-full items-start dark:shadow-none dark:ring-0 leading-tight"><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-tight mt-[1em]">Choisir un standard technique pour la description d'un schéma de données</div></h2><div class="hint p-4 transition-colors rounded-md straight-corners:rounded-none bg-tint print-mode:!bg-tint theme-muted:bg-tint-base theme-bold-tint:bg-tint-base theme-gradient:bg-tint-12/1 border-tint [&_.can-override-bg]:bg-tint-active [&_.can-override-text]:text-tint-strong w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0"><div class="flex flex-row"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/circle-info.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon size-5 mr-4 mt-0.5 leading-normal text-primary"></svg><div class="flex-1 space-y-4 [&_.hint]:border [&_pre]:border"><p class="w-full mx-auto decoration-primary/6 max-w-3xl [&_a]:text-primary [&_a:hover]:text-primary-strong flip-heading-hash"><strong class="font-bold">Lexique : Standard</strong></p><p class="w-full mx-auto decoration-primary/6 max-w-3xl [&_a]:text-primary [&_a:hover]:text-primary-strong flip-heading-hash">On utilise les termes « normes » et « standards » pour décrire un référentiel commun et documenté destiné à harmoniser l’activité d’un secteur.</p></div></div></div><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">Il existe plusieurs standards techniques pour les schémas de données. </p><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">Le standard est à choisir en fonction : </p><ul class="space-y-2 w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0"><li class="leading-normal flex items-start"><div class="text-base leading-normal flex items-center justify-center mr-1 min-h-[1lh] min-w-6 text-tint"><div class="before:font-var before:content-[--pseudoBefore--content]" style="--pseudoBefore--content:'•';--font-family:Arial;font-size:min(1.5em, 24px);line-height:1"></div></div><div class="space-y-2 flex flex-col flex-1"><p class="w-full decoration-primary/6 max-w-3xl min-h-[1lh] flip-heading-hash [&:is(h2)>div]:mt-0 [&:is(h3)>div]:mt-0 [&:is(h4)>div]:mt-0 mx-0"><strong class="font-bold">de la nature des données concernées</strong> ; </p></div></li><li class="leading-normal flex items-start"><div class="text-base leading-normal flex items-center justify-center mr-1 min-h-[1lh] min-w-6 text-tint"><div class="before:font-var before:content-[--pseudoBefore--content]" style="--pseudoBefore--content:'•';--font-family:Arial;font-size:min(1.5em, 24px);line-height:1"></div></div><div class="space-y-2 flex flex-col flex-1"><p class="w-full decoration-primary/6 max-w-3xl min-h-[1lh] flip-heading-hash [&:is(h2)>div]:mt-0 [&:is(h3)>div]:mt-0 [&:is(h4)>div]:mt-0 mx-0"><strong class="font-bold">des habitudes de l’écosystème</strong> produisant ou réutilisant les données liées au schéma.</p></div></li></ul><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">Les principaux standards techniques sont les suivants :</p><ul class="space-y-2 w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0"><li class="leading-normal flex items-start"><div class="text-base leading-normal flex items-center justify-center mr-1 min-h-[1lh] min-w-6 text-tint"><div class="before:font-var before:content-[--pseudoBefore--content]" style="--pseudoBefore--content:'•';--font-family:Arial;font-size:min(1.5em, 24px);line-height:1"></div></div><div class="space-y-2 flex flex-col flex-1"><p class="w-full decoration-primary/6 max-w-3xl min-h-[1lh] flip-heading-hash [&:is(h2)>div]:mt-0 [&:is(h3)>div]:mt-0 [&:is(h4)>div]:mt-0 mx-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://frictionlessdata.io/specs/table-schema/"><strong class="font-bold">Table Schema</strong></a> : adapté pour la description de données tabulaires (sous forme de tableurs ou de CSV). Ce standard technique utilise le format JSON. NB : il est possible de contraindre les colonnes avec <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://gitlab.com/validata-table/validata-table/-/tree/main/src/validata_core/custom_checks?ref_type=heads">des formats spécifiques et des corrélations</a> ;</p></div></li><li class="leading-normal flex items-start"><div class="text-base leading-normal flex items-center justify-center mr-1 min-h-[1lh] min-w-6 text-tint"><div class="before:font-var before:content-[--pseudoBefore--content]" style="--pseudoBefore--content:'•';--font-family:Arial;font-size:min(1.5em, 24px);line-height:1"></div></div><div class="space-y-2 flex flex-col flex-1"><p class="w-full decoration-primary/6 max-w-3xl min-h-[1lh] flip-heading-hash [&:is(h2)>div]:mt-0 [&:is(h3)>div]:mt-0 [&:is(h4)>div]:mt-0 mx-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://json-schema.org/"><strong class="font-bold">JSON Schema</strong></a><strong class="font-bold"> </strong>: adapté pour la description de données avec une notion de hiérarchie. Ce standard utilise le format JSON ,</p></div></li><li class="leading-normal flex items-start"><div class="text-base leading-normal flex items-center justify-center mr-1 min-h-[1lh] min-w-6 text-tint"><div class="before:font-var before:content-[--pseudoBefore--content]" style="--pseudoBefore--content:'•';--font-family:Arial;font-size:min(1.5em, 24px);line-height:1"></div></div><div class="space-y-2 flex flex-col flex-1"><p class="w-full decoration-primary/6 max-w-3xl min-h-[1lh] flip-heading-hash [&:is(h2)>div]:mt-0 [&:is(h3)>div]:mt-0 [&:is(h4)>div]:mt-0 mx-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.w3.org/TR/xmlschema11-1/"><strong class="font-bold">XML Schema Definition (XSD)</strong></a> : adapté pour la description de données avec une notion de hiérarchie. Ce standard utilise le format XML.</p></div></li></ul><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">Tous ces standards techniques sont supportés par <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://schema.data.gouv.fr/">schema.data.gouv.fr</a>.</p><div class="hint p-4 transition-colors rounded-md straight-corners:rounded-none bg-green-500/2 border-green-500/4 w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0"><div class="flex flex-row"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/circle-check.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon size-5 mr-4 mt-0.5 leading-normal text-green-500 dark:text-green-400"></svg><div class="flex-1 space-y-4 [&_.hint]:border [&_pre]:border"><p class="w-full mx-auto max-w-3xl text-green-950 dark:text-green-50 [&_a]:text-green-800 [&_a:hover]:text-green-900 dark:[&_a]:text-green-400 dark:[&_a:hover]:text-green-300 [&_.can-override-bg]:bg-green-500/3 [&_.can-override-text]:text-green-800 dark:[&_.can-override-text]:text-green-400 decoration-green-800/6 dark:decoration-green-400/6 flip-heading-hash"><strong class="font-bold">Conseil : Aller au-delà de la documentation texte</strong></p><p class="w-full mx-auto max-w-3xl text-green-950 dark:text-green-50 [&_a]:text-green-800 [&_a:hover]:text-green-900 dark:[&_a]:text-green-400 dark:[&_a:hover]:text-green-300 [&_.can-override-bg]:bg-green-500/3 [&_.can-override-text]:text-green-800 dark:[&_.can-override-text]:text-green-400 decoration-green-800/6 dark:decoration-green-400/6 flip-heading-hash">Un schéma de données décrit uniquement par du texte ou par un tableau se prive de nombreux avantages, notamment celui de l'interopérabilité entre différents systèmes informatiques.</p><p class="w-full mx-auto max-w-3xl text-green-950 dark:text-green-50 [&_a]:text-green-800 [&_a:hover]:text-green-900 dark:[&_a]:text-green-400 dark:[&_a:hover]:text-green-300 [&_.can-override-bg]:bg-green-500/3 [&_.can-override-text]:text-green-800 dark:[&_.can-override-text]:text-green-400 decoration-green-800/6 dark:decoration-green-400/6 flip-heading-hash">Les schémas de données décrits par des standards techniques permettent, en plus d’une documentation textuelle ou sous forme d’un tableau, de valider que des données correspondent à un modèle de données, d’agréger des données similaires, de générer automatiquement des données respectant un schéma.</p></div></div></div><h2 id="creer-votre-schema-de-donnees" class="text-3xl 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-[1em]"><a href="#creer-votre-schema-de-donnees" aria-label="Direct link to heading" class="inline-flex h-full items-start dark:shadow-none dark:ring-0 leading-tight"><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-tight mt-[1em]">Créer un schéma de données</div></h2><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">Une fois un standard technique choisi, <strong class="font-bold">il faudra créer les fichiers requis pour modéliser les données</strong>. </p><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">La documentation de chaque standard technique décrit le contenu des fichiers à renseigner. Reportez-vous aux documentations respectives pour tirer parti des fonctionnalités avancées offertes : types de données et contraintes sur les valeurs en particulier.</p><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">Il est possible de vérifier qu’un fichier correspond à un standard à l’aide d’outils en ligne ou en ligne de commande. Utilisez ces outils pour vérifier que vos productions correspondent au standard.</p><div class="hint p-4 transition-colors rounded-md straight-corners:rounded-none bg-tint print-mode:!bg-tint theme-muted:bg-tint-base theme-bold-tint:bg-tint-base theme-gradient:bg-tint-12/1 border-tint [&_.can-override-bg]:bg-tint-active [&_.can-override-text]:text-tint-strong w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0"><div class="flex flex-row"><svg style="mask-image:url(https://ka-p.fontawesome.com/releases/v6.6.0/svgs/regular/circle-info.svg?v=2&token=a463935e93);mask-repeat:no-repeat;mask-position:center" class="gb-icon size-5 mr-4 mt-0.5 leading-normal text-primary"></svg><div class="flex-1 space-y-4 [&_.hint]:border [&_pre]:border"><p class="w-full mx-auto decoration-primary/6 max-w-3xl [&_a]:text-primary [&_a:hover]:text-primary-strong flip-heading-hash"><strong class="font-bold">Exemples à votre disposition</strong></p><p class="w-full mx-auto decoration-primary/6 max-w-3xl [&_a]:text-primary [&_a:hover]:text-primary-strong flip-heading-hash">Pour un schéma au format Table Schema, <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/tableschema-template">un modèle de départ</a> est mis à disposition pour créer un dépôt Git contenant un schéma au format Table Schema.</p><p class="w-full mx-auto decoration-primary/6 max-w-3xl [&_a]:text-primary [&_a:hover]:text-primary-strong flip-heading-hash">Pour les autres formats de schémas, il est conseillé de consulter les schémas et dépôts Git listés sur <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://schema.data.gouv.fr/">schema.data.gouv.fr</a>.</p></div></div></div><h2 id="documenter-votre-schema-de-donnees" class="text-3xl 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-[1em]"><a href="#documenter-votre-schema-de-donnees" aria-label="Direct link to heading" class="inline-flex h-full items-start dark:shadow-none dark:ring-0 leading-tight"><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-tight mt-[1em]">Documenter un schéma de données</div></h2><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">En complément du fichier du schéma de données, il est recommandé de rédiger a minima deux documents complémentaires :</p><ul class="space-y-2 w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0"><li class="leading-normal flex items-start"><div class="text-base leading-normal flex items-center justify-center mr-1 min-h-[1lh] min-w-6 text-tint"><div class="before:font-var before:content-[--pseudoBefore--content]" style="--pseudoBefore--content:'•';--font-family:Arial;font-size:min(1.5em, 24px);line-height:1"></div></div><div class="space-y-2 flex flex-col flex-1"><p class="w-full decoration-primary/6 max-w-3xl min-h-[1lh] flip-heading-hash [&:is(h2)>div]:mt-0 [&:is(h3)>div]:mt-0 [&:is(h4)>div]:mt-0 mx-0"><strong class="font-bold">Une documentation générale</strong> qui indique le contexte, les modalités de production des données, le cadre juridique, la finalité, les cas d’usage etc. Ce fichier est traditionnellement rédigé en Markdown et nommé <code class="py-[1px] px-1.5 min-w-[1.625rem] justify-center items-center ring-1 ring-inset ring-tint bg-tint rounded text-[.875em] leading-[calc(max(1.20em,1.25rem))]">README.md</code> ;</p></div></li><li class="leading-normal flex items-start"><div class="text-base leading-normal flex items-center justify-center mr-1 min-h-[1lh] min-w-6 text-tint"><div class="before:font-var before:content-[--pseudoBefore--content]" style="--pseudoBefore--content:'•';--font-family:Arial;font-size:min(1.5em, 24px);line-height:1"></div></div><div class="space-y-2 flex flex-col flex-1"><p class="w-full decoration-primary/6 max-w-3xl min-h-[1lh] flip-heading-hash [&:is(h2)>div]:mt-0 [&:is(h3)>div]:mt-0 [&:is(h4)>div]:mt-0 mx-0"><strong class="font-bold">Un fichier répertoriant les changements</strong> permettant de suivre les modifications, d’une version à une autre. Ce fichier est traditionnellement rédigé en Markdown et nommé <code class="py-[1px] px-1.5 min-w-[1.625rem] justify-center items-center ring-1 ring-inset ring-tint bg-tint rounded text-[.875em] leading-[calc(max(1.20em,1.25rem))]">CHANGELOG.md</code>.</p></div></li></ul><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">La présence de ces fichiers représente un package complet (<i class="font-italic">documentation, liste des changements et schéma de données décrit dans un standard technique</i>), apprécié des réutilisateurs. <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://schema.data.gouv.fr/">schema.data.gouv.fr</a> se repose sur ces éléments pour intégrer votre documentation et votre liste de changements sur une page web.</p><blockquote class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0 text-tint border-l-2 pl-6 py-3 border-tint space-y-4"><p class="w-full mx-auto decoration-primary/6 max-w-3xl"><strong class="font-bold">Exemple : </strong><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/schema-stationnement/blob/master/README.md">La documentation</a> et <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/schema-stationnement/blob/master/CHANGELOG.md">la liste des changements</a> du schéma des lieux de stationnement.</p></blockquote><h2 id="publier-et-diffuser-votre-schema-de-donnees" class="text-3xl 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-[1em]"><a href="#publier-et-diffuser-votre-schema-de-donnees" aria-label="Direct link to heading" class="inline-flex h-full items-start dark:shadow-none dark:ring-0 leading-tight"><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-tight mt-[1em]">Publier et diffuser un schéma de données</div></h2><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">Une fois votre schéma de données créé, il est nécessaire de le publier et de le diffuser pour que d’autres personnes puissent en bénéficier. </p><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0"><strong class="font-bold">Il est recommandé de publier vos schémas de données en tant que logiciels libres, sur votre forge de développement ou par le biais de </strong><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://about.gitlab.com/"><strong class="font-bold">GitLab</strong></a><strong class="font-bold"> ou </strong><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/"><strong class="font-bold">GitHub</strong></a><strong class="font-bold">.</strong></p><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">Vous bénéficierez alors des avantages habituels des dépôts de code Git en ligne : </p><ul class="space-y-2 w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0"><li class="leading-normal flex items-start"><div class="text-base leading-normal flex items-center justify-center mr-1 min-h-[1lh] min-w-6 text-tint"><div class="before:font-var before:content-[--pseudoBefore--content]" style="--pseudoBefore--content:'•';--font-family:Arial;font-size:min(1.5em, 24px);line-height:1"></div></div><div class="space-y-2 flex flex-col flex-1"><p class="w-full decoration-primary/6 max-w-3xl min-h-[1lh] flip-heading-hash [&:is(h2)>div]:mt-0 [&:is(h3)>div]:mt-0 [&:is(h4)>div]:mt-0 mx-0">Historique des modifications</p></div></li><li class="leading-normal flex items-start"><div class="text-base leading-normal flex items-center justify-center mr-1 min-h-[1lh] min-w-6 text-tint"><div class="before:font-var before:content-[--pseudoBefore--content]" style="--pseudoBefore--content:'•';--font-family:Arial;font-size:min(1.5em, 24px);line-height:1"></div></div><div class="space-y-2 flex flex-col flex-1"><p class="w-full decoration-primary/6 max-w-3xl min-h-[1lh] flip-heading-hash [&:is(h2)>div]:mt-0 [&:is(h3)>div]:mt-0 [&:is(h4)>div]:mt-0 mx-0">Fonctionnalités de tickets</p></div></li><li class="leading-normal flex items-start"><div class="text-base leading-normal flex items-center justify-center mr-1 min-h-[1lh] min-w-6 text-tint"><div class="before:font-var before:content-[--pseudoBefore--content]" style="--pseudoBefore--content:'•';--font-family:Arial;font-size:min(1.5em, 24px);line-height:1"></div></div><div class="space-y-2 flex flex-col flex-1"><p class="w-full decoration-primary/6 max-w-3xl min-h-[1lh] flip-heading-hash [&:is(h2)>div]:mt-0 [&:is(h3)>div]:mt-0 [&:is(h4)>div]:mt-0 mx-0">Demandes de modifications. </p></div></li><li class="leading-normal flex items-start"><div class="text-base leading-normal flex items-center justify-center mr-1 min-h-[1lh] min-w-6 text-tint"><div class="before:font-var before:content-[--pseudoBefore--content]" style="--pseudoBefore--content:'•';--font-family:Arial;font-size:min(1.5em, 24px);line-height:1"></div></div><div class="space-y-2 flex flex-col flex-1"><p class="w-full decoration-primary/6 max-w-3xl min-h-[1lh] flip-heading-hash [&:is(h2)>div]:mt-0 [&:is(h3)>div]:mt-0 [&:is(h4)>div]:mt-0 mx-0">etc.</p></div></li></ul><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">Il est conseillé d'utiliser un compte d’organisation (dédié à votre entreprise, direction, service, ministère) et non un compte personnel afin d’assurer une URL stable dans le temps.</p><blockquote class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0 text-tint border-l-2 pl-6 py-3 border-tint space-y-4"><p class="w-full mx-auto decoration-primary/6 max-w-3xl"><strong class="font-bold">Exemples à votre disposition : </strong>Plusieurs dépôts Git de schémas sont disponibles sur <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://schema.data.gouv.fr/">schema.data.gouv.fr</a> (exemple : <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/schema-stationnement">le dépôt Git décrivant les lieux de stationnement</a> à l’aide d’un schéma TableSchema sur GitHub). </p></blockquote><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">Pour faciliter la découverte de votre schéma de données et des données sous-jacentes, il est recommandé de le faire référencer sur <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://schema.data.gouv.fr/">schema.data.gouv.fr</a>. La marche à suivre est détaillée <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="/guides-open-data/guide-qualite/maitriser-les-schemas-de-donnees/integrer-un-schema-de-donnees-a-schema.data.gouv.fr">ici</a>. </p><h2 id="points-de-sortie" class="text-3xl 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-[1em]"><a href="#points-de-sortie" aria-label="Direct link to heading" class="inline-flex h-full items-start dark:shadow-none dark:ring-0 leading-tight"><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-tight mt-[1em]">Points de sortie</div></h2><p class="w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0">À l’issue de cette phase, vous devriez : </p><ul class="space-y-2 w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0"><li class="leading-normal flex items-start"><div class="text-base leading-normal flex items-center justify-center mr-1 min-h-[1lh] min-w-6 text-tint"><button type="button" role="checkbox" aria-checked="false" data-state="unchecked" data-disabled="" disabled="" value="on" class="peer shrink-0 rounded-sm straight-corners:rounded-none ring-1 ring-tint-12/4 ring-inset flex items-center justify-center data-[state=checked]:bg-primary-solid data-[state=checked]:text-contrast-primary-solid contrast-more:ring-tint-12 size-4 relative" id="d88dc4baad1c4f079005243e26cc0d80"></button><input type="checkbox" aria-hidden="true" disabled="" style="transform:translateX(-100%);position:absolute;pointer-events:none;opacity:0;margin:0" tabindex="-1" value="on"/></div><label for="d88dc4baad1c4f079005243e26cc0d80" class="flex-1"><div class="space-y-2 flex flex-col flex-1"><p class="w-full decoration-primary/6 max-w-3xl min-h-[1lh] flip-heading-hash [&:is(h2)>div]:mt-0 [&:is(h3)>div]:mt-0 [&:is(h4)>div]:mt-0 mx-0">Avoir implémenté votre schéma de données dans un des standards reconnus ;</p></div></label></li><li class="leading-normal flex items-start"><div class="text-base leading-normal flex items-center justify-center mr-1 min-h-[1lh] min-w-6 text-tint"><button type="button" role="checkbox" aria-checked="false" data-state="unchecked" data-disabled="" disabled="" value="on" class="peer shrink-0 rounded-sm straight-corners:rounded-none ring-1 ring-tint-12/4 ring-inset flex items-center justify-center data-[state=checked]:bg-primary-solid data-[state=checked]:text-contrast-primary-solid contrast-more:ring-tint-12 size-4 relative" id="63d10e3174724c028d685fba915dae8c"></button><input type="checkbox" aria-hidden="true" disabled="" style="transform:translateX(-100%);position:absolute;pointer-events:none;opacity:0;margin:0" tabindex="-1" value="on"/></div><label for="63d10e3174724c028d685fba915dae8c" class="flex-1"><div class="space-y-2 flex flex-col flex-1"><p class="w-full decoration-primary/6 max-w-3xl min-h-[1lh] flip-heading-hash [&:is(h2)>div]:mt-0 [&:is(h3)>div]:mt-0 [&:is(h4)>div]:mt-0 mx-0">Avoir publié votre travail en ligne, dans un répertoire Git dédié ;</p></div></label></li><li class="leading-normal flex items-start"><div class="text-base leading-normal flex items-center justify-center mr-1 min-h-[1lh] min-w-6 text-tint"><button type="button" role="checkbox" aria-checked="false" data-state="unchecked" data-disabled="" disabled="" value="on" class="peer shrink-0 rounded-sm straight-corners:rounded-none ring-1 ring-tint-12/4 ring-inset flex items-center justify-center data-[state=checked]:bg-primary-solid data-[state=checked]:text-contrast-primary-solid contrast-more:ring-tint-12 size-4 relative" id="9ef993515a174463a8113719be2e8d3e"></button><input type="checkbox" aria-hidden="true" disabled="" style="transform:translateX(-100%);position:absolute;pointer-events:none;opacity:0;margin:0" tabindex="-1" value="on"/></div><label for="9ef993515a174463a8113719be2e8d3e" class="flex-1"><div class="space-y-2 flex flex-col flex-1"><p class="w-full decoration-primary/6 max-w-3xl min-h-[1lh] flip-heading-hash [&:is(h2)>div]:mt-0 [&:is(h3)>div]:mt-0 [&:is(h4)>div]:mt-0 mx-0">Avoir pris contact avec les équipes de <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://schema.data.gouv.fr/">schema.data.gouv.fr</a> dans le but de référencer votre schéma de données si nécessaire.</p></div></label></li></ul></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="/guides-open-data/guide-qualite/maitriser-les-schemas-de-donnees/creer-un-schema-de-donnees/etape-2-phase-de-concertation"><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">Etape 2 : Phase de concertation</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="/guides-open-data/guide-qualite/maitriser-les-schemas-de-donnees/creer-un-schema-de-donnees/etape-4-phase-de-promotion-et-de-maintien"><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">Etape 4 : Phase de promotion et de maintien</span></span><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 hidden size-4 text-tint-subtle contrast-more:text-tint-strong group-hover:text-primary md:block"></svg></a></div><div class="flex flex-row flex-wrap gap-4 items-center mt-6 max-w-3xl mx-auto page-api-block:ml-0 text-tint contrast-more:text-tint-strong"><p class="text-sm mr-auto">Dernière mise à jour <time data-visual-test="transparent" dateTime="2024-12-04T16:25:45.675Z" title="12/4/2024, 4:25:45 PM">il y a 2 mois</time></p><div class="flex flex-col gap-3 text-sm xl:hidden"><div class="flex flex-wrap items-center gap-2"><p>Cet article vous a-t-il été utile ?</p><div class="bg-tint-base border border-tint-subtle contrast-more:border-tint-12 rounded-full"><div class="flex"><button class="p-2 hover:bg-primary-hover hover:text-primary-strong first:pl-2.5 last:pr-2.5 first:rounded-l-full last:rounded-r-full disabled:cursor-not-allowed disabled:hover:bg-inherit disabled:hover:text-inherit disabled:dark:hover:text-inherit contrast-more:hover:ring-1 ring-tint disabled:opacity-7 disabled:contrast-more:ring-0" type="button" aria-label="Non" title="Non"><svg width="18" height="18" viewBox="0 0 18 18" fill="none" xmlns="http://www.w3.org/2000/svg"><circle cx="9" cy="9" r="9" fill="currentColor" fill-opacity="0.2"></circle><path fill-rule="evenodd" clip-rule="evenodd" d="M5 8.25C4.58579 8.25 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Pour cela, il est nécessaire de choisir un standard technique, créer les fichiers requis, les tester et les diffuser.\"}]]]}],[\"$\",\"p\",null,{\"className\":\"w-full mx-auto decoration-primary/6 max-w-3xl [\u0026_a]:text-primary [\u0026_a:hover]:text-primary-strong flip-heading-hash\",\"children\":[[[\"$\",\"$d6\",\"0\",{\"children\":\"Durant cette phase, il est nécessaire de mobiliser des personnes possédant des compétences techniques. 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\"}]]]}]]}]]}],[\"$\",\"li\",null,{\"className\":\"leading-normal flex items-start\",\"children\":[[\"$\",\"div\",null,{\"className\":\"text-base leading-normal flex items-center justify-center mr-1 min-h-[1lh] min-w-6 text-tint\",\"children\":[\"$\",\"div\",null,{\"className\":\"before:font-var before:content-[--pseudoBefore--content]\",\"style\":{\"--pseudoBefore--content\":\"'•'\",\"--font-family\":\"Arial\",\"fontSize\":\"min(1.5em, 24px)\",\"lineHeight\":1}}]}],[\"$\",\"div\",null,{\"className\":\"space-y-2 flex flex-col flex-1\",\"children\":[[\"$\",\"p\",null,{\"className\":\"w-full decoration-primary/6 max-w-3xl min-h-[1lh] flip-heading-hash [\u0026:is(h2)\u003ediv]:mt-0 [\u0026:is(h3)\u003ediv]:mt-0 [\u0026:is(h4)\u003ediv]:mt-0 mx-0\",\"children\":[[[\"$\",\"$d6\",\"0\",{\"children\":[\"$\",\"strong\",null,{\"className\":\"font-bold\",\"children\":\"des habitudes de l’écosystème\"}]}],[\"$\",\"$d6\",\"1\",{\"children\":\" produisant ou réutilisant les données liées au schéma.\"}]]]}]]}]]}]]}],[\"$\",\"p\",null,{\"className\":\"w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0\",\"children\":[[[\"$\",\"$d6\",\"0\",{\"children\":\"Les principaux standards techniques sont les suivants :\"}]]]}],[\"$\",\"ul\",null,{\"className\":\"space-y-2 w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0\",\"children\":[[\"$\",\"li\",null,{\"className\":\"leading-normal flex items-start\",\"children\":[[\"$\",\"div\",null,{\"className\":\"text-base leading-normal flex items-center justify-center mr-1 min-h-[1lh] min-w-6 text-tint\",\"children\":[\"$\",\"div\",null,{\"className\":\"before:font-var before:content-[--pseudoBefore--content]\",\"style\":{\"--pseudoBefore--content\":\"'•'\",\"--font-family\":\"Arial\",\"fontSize\":\"min(1.5em, 24px)\",\"lineHeight\":1}}]}],[\"$\",\"div\",null,{\"className\":\"space-y-2 flex flex-col flex-1\",\"children\":[[\"$\",\"p\",null,{\"className\":\"w-full decoration-primary/6 max-w-3xl min-h-[1lh] flip-heading-hash [\u0026:is(h2)\u003ediv]:mt-0 [\u0026:is(h3)\u003ediv]:mt-0 [\u0026:is(h4)\u003ediv]:mt-0 mx-0\",\"children\":[[[\"$\",\"$d6\",\"0\",{\"children\":\"\"}]],\"$Ld7\",[[\"$\",\"$d6\",\"0\",{\"children\":\" : adapté pour la description de données tabulaires (sous forme de tableurs ou de CSV). Ce standard technique utilise le format JSON. NB : il est possible de contraindre les colonnes avec \"}]],\"$Ld8\",[[\"$\",\"$d6\",\"0\",{\"children\":\" ;\"}]]]}]]}]]}],[\"$\",\"li\",null,{\"className\":\"leading-normal flex items-start\",\"children\":[[\"$\",\"div\",null,{\"className\":\"text-base leading-normal flex items-center justify-center mr-1 min-h-[1lh] min-w-6 text-tint\",\"children\":[\"$\",\"div\",null,{\"className\":\"before:font-var before:content-[--pseudoBefore--content]\",\"style\":{\"--pseudoBefore--content\":\"'•'\",\"--font-family\":\"Arial\",\"fontSize\":\"min(1.5em, 24px)\",\"lineHeight\":1}}]}],[\"$\",\"div\",null,{\"className\":\"space-y-2 flex flex-col flex-1\",\"children\":[[\"$\",\"p\",null,{\"className\":\"w-full decoration-primary/6 max-w-3xl min-h-[1lh] flip-heading-hash [\u0026:is(h2)\u003ediv]:mt-0 [\u0026:is(h3)\u003ediv]:mt-0 [\u0026:is(h4)\u003ediv]:mt-0 mx-0\",\"children\":[[[\"$\",\"$d6\",\"0\",{\"children\":\"\"}]],\"$Ld9\",[[\"$\",\"$d6\",\"0\",{\"children\":[\"$\",\"strong\",null,{\"className\":\"font-bold\",\"children\":\" \"}]}],[\"$\",\"$d6\",\"1\",{\"children\":\": adapté pour la description de données avec une notion de hiérarchie. Ce standard utilise le format JSON ,\"}]]]}]]}]]}],[\"$\",\"li\",null,{\"className\":\"leading-normal flex items-start\",\"children\":[[\"$\",\"div\",null,{\"className\":\"text-base leading-normal flex items-center justify-center mr-1 min-h-[1lh] min-w-6 text-tint\",\"children\":[\"$\",\"div\",null,{\"className\":\"before:font-var before:content-[--pseudoBefore--content]\",\"style\":{\"--pseudoBefore--content\":\"'•'\",\"--font-family\":\"Arial\",\"fontSize\":\"min(1.5em, 24px)\",\"lineHeight\":1}}]}],[\"$\",\"div\",null,{\"className\":\"space-y-2 flex flex-col flex-1\",\"children\":[[\"$\",\"p\",nul"])</script><script nonce="NmUyM2E1NDYtMTJmZi00ZTM1LTg4OTUtMWZkMDgzMDQyZmYx">self.__next_f.push([1,"l,{\"className\":\"w-full decoration-primary/6 max-w-3xl min-h-[1lh] flip-heading-hash [\u0026:is(h2)\u003ediv]:mt-0 [\u0026:is(h3)\u003ediv]:mt-0 [\u0026:is(h4)\u003ediv]:mt-0 mx-0\",\"children\":[[[\"$\",\"$d6\",\"0\",{\"children\":\"\"}]],\"$Lda\",[[\"$\",\"$d6\",\"0\",{\"children\":\" : adapté pour la description de données avec une notion de hiérarchie. Ce standard utilise le format XML.\"}]]]}]]}]]}]]}],[\"$\",\"p\",null,{\"className\":\"w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0\",\"children\":[[[\"$\",\"$d6\",\"0\",{\"children\":\"Tous ces standards techniques sont supportés par \"}]],\"$Ldb\",[[\"$\",\"$d6\",\"0\",{\"children\":\".\"}]]]}],[\"$\",\"div\",null,{\"className\":\"hint p-4 transition-colors rounded-md straight-corners:rounded-none bg-green-500/2 border-green-500/4 w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0\",\"children\":[\"$\",\"div\",null,{\"className\":\"flex flex-row\",\"children\":[[\"$\",\"$L27\",null,{\"icon\":\"circle-check\",\"className\":\"size-5 mr-4 mt-0.5 leading-normal text-green-500 dark:text-green-400\"}],[\"$\",\"div\",null,{\"className\":\"flex-1 space-y-4 [\u0026_.hint]:border [\u0026_pre]:border\",\"children\":[[\"$\",\"p\",null,{\"className\":\"w-full mx-auto max-w-3xl text-green-950 dark:text-green-50 [\u0026_a]:text-green-800 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texte ou par un tableau se prive de nombreux avantages, notamment celui de l'interopérabilité entre différents systèmes informatiques.\"}]]]}],[\"$\",\"p\",null,{\"className\":\"w-full mx-auto max-w-3xl text-green-950 dark:text-green-50 [\u0026_a]:text-green-800 [\u0026_a:hover]:text-green-900 dark:[\u0026_a]:text-green-400 dark:[\u0026_a:hover]:text-green-300 [\u0026_.can-override-bg]:bg-green-500/3 [\u0026_.can-override-text]:text-green-800 dark:[\u0026_.can-override-text]:text-green-400 decoration-green-800/6 dark:decoration-green-400/6 flip-heading-hash\",\"children\":[[[\"$\",\"$d6\",\"0\",{\"children\":\"Les schémas de données décrits par des standards techniques permettent, en plus d’une documentation textuelle ou sous forme d’un tableau, de valider que des données correspondent à un modèle de données, d’agréger des données similaires, de générer automatiquement des données respectant un 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relative origin-[50%_50%] top-[50%] self-stretch bg-transparent will-change-transform animate-[rotateLoop_2s_linear_infinite] [background-image:conic-gradient(from_-90deg_at_50%_50%,_var(--tw-gradient-stops)_0deg,_var(--tw-gradient-stops)_90deg,_var(--tw-gradient-stops)_280deg)]\"}]}]}]}],\"children\":[\"$\",\"p\",null,{\"className\":\"w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0\",\"children\":[[[\"$\",\"$d6\",\"0\",{\"children\":\"Une fois un standard technique choisi, \"}],[\"$\",\"$d6\",\"1\",{\"children\":[\"$\",\"strong\",null,{\"className\":\"font-bold\",\"children\":\"il faudra créer les fichiers requis pour modéliser les données\"}]}],[\"$\",\"$d6\",\"2\",{\"children\":\". \"}]]]}]}],[\"$\",\"$2a\",null,{\"fallback\":[\"$\",\"div\",null,{\"id\":\"$undefined\",\"role\":\"status\",\"aria-busy\":true,\"className\":\"w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0\",\"children\":[\"$\",\"div\",null,{\"className\":\"ring-1 ring-tint-subtle overflow-hidden relative grid rounded-md h-[35px] [max-width:calc(48rem-1px)]\",\"children\":[\"$\",\"div\",null,{\"className\":\"w-full bg-tint grid grid-area-1-1 overflow-hidden [mask:conic-gradient(from_90deg_at_1px_1px,_#0000_90deg,_#0003_0)_calc(50%+1px)_calc(0%+47px)_/_12px_12px]\",\"children\":[\"$\",\"div\",null,{\"className\":\"aspect-square from-tint-solid to-transparent grid-area-1-1 relative origin-[50%_50%] top-[50%] self-stretch bg-transparent will-change-transform animate-[rotateLoop_2s_linear_infinite] [background-image:conic-gradient(from_-90deg_at_50%_50%,_var(--tw-gradient-stops)_0deg,_var(--tw-gradient-stops)_90deg,_var(--tw-gradient-stops)_280deg)]\"}]}]}]}],\"children\":[\"$\",\"p\",null,{\"className\":\"w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0\",\"children\":[[[\"$\",\"$d6\",\"0\",{\"children\":\"La documentation de chaque standard technique décrit le contenu des fichiers à renseigner. Reportez-vous aux documentations respectives pour tirer parti des fonctionnalités avancées offertes : types de données et contraintes sur les valeurs en particulier.\"}]]]}]}],[\"$\",\"$2a\",null,{\"fallback\":[\"$\",\"div\",null,{\"id\":\"$undefined\",\"role\":\"status\",\"aria-busy\":true,\"className\":\"w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0\",\"children\":[\"$\",\"div\",null,{\"className\":\"ring-1 ring-tint-subtle overflow-hidden relative grid rounded-md h-[35px] [max-width:calc(48rem-1px)]\",\"children\":[\"$\",\"div\",null,{\"className\":\"w-full bg-tint grid grid-area-1-1 overflow-hidden [mask:conic-gradient(from_90deg_at_1px_1px,_#0000_90deg,_#0003_0)_calc(50%+1px)_calc(0%+47px)_/_12px_12px]\",\"children\":[\"$\",\"div\",null,{\"className\":\"aspect-square from-tint-solid to-transparent grid-area-1-1 relative origin-[50%_50%] top-[50%] self-stretch bg-transpare"])</script><script nonce="NmUyM2E1NDYtMTJmZi00ZTM1LTg4OTUtMWZkMDgzMDQyZmYx">self.__next_f.push([1,"nt will-change-transform animate-[rotateLoop_2s_linear_infinite] [background-image:conic-gradient(from_-90deg_at_50%_50%,_var(--tw-gradient-stops)_0deg,_var(--tw-gradient-stops)_90deg,_var(--tw-gradient-stops)_280deg)]\"}]}]}]}],\"children\":[\"$\",\"p\",null,{\"className\":\"w-full mx-auto decoration-primary/6 max-w-3xl page-api-block:ml-0\",\"children\":[[[\"$\",\"$d6\",\"0\",{\"children\":\"Il est possible de vérifier qu’un fichier correspond à un standard à l’aide d’outils en ligne ou en ligne de commande. 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données</span></a></li><li class="flex flex-row relative h-fit mt-2"><a href="#creer-votre-schema-de-donnees" class="relative flex flex-row items-baseline z-10 text-sm w-full py-1 px-3 transition-all duration-200 rounded-md straight-corners:rounded-none sidebar-list-line:rounded-l-none hover:bg-tint-hover theme-gradient:hover:bg-tint-12/1 hover:text-tint-strong contrast-more:hover:ring-1 contrast-more:hover:ring-inset contrast-more:hover:ring-current"><span class="">Créer un schéma de données</span></a></li><li class="flex flex-row relative h-fit mt-2"><a href="#documenter-votre-schema-de-donnees" class="relative flex flex-row items-baseline z-10 text-sm w-full py-1 px-3 transition-all duration-200 rounded-md straight-corners:rounded-none sidebar-list-line:rounded-l-none hover:bg-tint-hover theme-gradient:hover:bg-tint-12/1 hover:text-tint-strong contrast-more:hover:ring-1 contrast-more:hover:ring-inset contrast-more:hover:ring-current"><span class="">Documenter un schéma de 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