\n\nLien vers le site explicatif : \n\nMembre de l'\u00e9quipe : [AIT OUHMAD Sarah,](https://www.linkedin.com/in/sarah-ait-ouhmad-76947b220?miniProfileUrn=urn%3Ali%3Afs_miniProfile%3AACoAADeZNYEBacqfv6q1AWcV8LJ66QNVruXEZO4\\&lipi=urn%3Ali%3Apage%3Ad_flagship3_search_srp_all%3B052CJwl1QJeVPlDGQ723rA%3D%3D) [AMRI Nour El Houda,](https://www.linkedin.com/in/nour-amri-1b3071297/) [AZOULAY Orelle,](https://www.linkedin.com/in/orelle-azoulay-742488254/overlay/about-this-profile/?lipi=urn%3Ali%3Apage%3Ad_flagship3_profile_view_base%3B2uB%2F4d7qQ0iMcp7EALqNhA%3D%3D) [DAMOUR Anna,](https://www.linkedin.com/in/anna-damour-a1b586221/overlay/about-this-profile/?lipi=urn%3Ali%3Apage%3Ad_flagship3_profile_view_base%3BEKcV6RFnTie8%2BKww6rrMVg%3D%3D) [DANGI Ackyl Junior,](https://www.linkedin.com/in/ackyl-junior-d-872185244/overlay/about-this-profile/?lipi=urn%3Ali%3Apage%3Ad_flagship3_profile_view_base%3BnSIZRSiOTXaD%2FSa2JX9%2BIw%3D%3D) [HAKIMI Jnaina,](https://www.linkedin.com/in/jnainahakimi?miniProfileUrn=urn%3Ali%3Afs_miniProfile%3AACoAAAXHDi4BIalJdKM-52Et4BE8HDZICZQLR-U\\&lipi=urn%3Ali%3Apage%3Ad_flagship3_search_srp_all%3B3kUNaRvkRiO7cAF62j4tLA%3D%3D) [KARABADJA Marwan,](https://www.linkedin.com/in/marwan-karabadja-107565297/overlay/about-this-profile/?lipi=urn%3Ali%3Apage%3Ad_flagship3_profile_view_base%3BP7q%2F6ahBSnWltcTavCh5uw%3D%3D) [MAUREY Simon,](https://www.linkedin.com/in/simon-maurey/overlay/about-this-profile/?lipi=urn%3Ali%3Apage%3Ad_flagship3_profile_view_base%3B8j%2FyGMkWSz%2BEHVNhQnXSYQ%3D%3D) [MCHITA Siham,](https://www.linkedin.com/in/mchita-siham-97308a177/overlay/about-this-profile/?lipi=urn%3Ali%3Apage%3Ad_flagship3_profile_view_base%3BLw2LsdS6SSKaglIFZtwdIQ%3D%3D) [MERGHEM Metira,](https://www.linkedin.com/in/m%C3%A9tira-merghem-243548212?miniProfileUrn=urn%3Ali%3Afs_miniProfile%3AACoAADXUV1MBQAW_BpsSlUN5z7ioRK29xBmt4kE\\&lipi=urn%3Ali%3Apage%3Ad_flagship3_search_srp_all%3BQ90eqxb1R1ikq5k8A4moag%3D%3D) [MILIC William,](https://www.linkedin.com/in/william-milic-194654254?miniProfileUrn=urn%3Ali%3Afs_miniProfile%3AACoAAD6-eQABskEcIH1sVUhqbDyngpeDJ_zAn3k\\&lipi=urn%3Ali%3Apage%3Ad_flagship3_search_srp_all%3B1MBRohTRQdiniKZ57mwJpw%3D%3D) [MOYO KAMTCHUEN Ryan Telli,](https://www.linkedin.com/in/ryan-moyo/overlay/about-this-profile/?lipi=urn%3Ali%3Apage%3Ad_flagship3_profile_view_base%3Bo3rkkwqBSIOrSHejhr8iBA%3D%3D) [RANAIVOSON MELIARISON Telina,](https://www.linkedin.com/in/telina-ranaivoson-448ba91b7/) [SAMBA FOFOLO Laura](https://www.linkedin.com/in/laurasambafofolo?miniProfileUrn=urn%3Ali%3Afs_miniProfile%3AACoAAD54HT4B_4HxkbMHJobN3icCjpw163kPzgg\\&lipi=urn%3Ali%3Apage%3Ad_flagship3_search_srp_all%3B69KtyX7JTei9Onl7PBcsDw%3D%3D)\n", "extras": {}, "featured": null, "id": "69e24069f9100d44a1a11d7d", "image": "https://static.data.gouv.fr/images/aa/5bfaa5dc4749e5bb9841e70c5c795b.png", "image_thumbnail": "https://static.data.gouv.fr/images/aa/5bfaa5dc4749e5bb9841e70c5c795b-500.png", "last_modified": "2026-04-23T12:51:08.969000+00:00", "metrics": {"datasets": 3}, "organization": {"acronym": "ESD", "badges": [], "class": "Organization", "id": "69df9392eb5000b727675c5f", "logo": "https://static.data.gouv.fr/avatars/80/272bda01464113b4f386403eadf2c5-original.png", "logo_thumbnail": "https://static.data.gouv.fr/avatars/80/272bda01464113b4f386403eadf2c5-100.png", "name": "\u00c9cole Sup\u00e9rieure du Digital", "page": "https://www.data.gouv.fr/organizations/ecole-superieure-du-digital", "permissions": {"delete": false, "edit": false, "harvest": false, "members": false, "private": false}, "slug": "ecole-superieure-du-digital", "uri": "https://www.data.gouv.fr/api/1/organizations/ecole-superieure-du-digital/"}, "owner": null, "page": "https://www.data.gouv.fr/reuses/piloter-la-sante-locale-grace-a-lopen-data", "permissions": {"delete": false, "edit": false}, "private": false, "slug": "piloter-la-sante-locale-grace-a-lopen-data", "tags": ["aide-la-decision", "cartographie-territoriale", "dashboard", "data-visualisation", "deserts-medicaux", "diagnostic-territorial", "donnees-ouvertes-open-data", "donnees-publiques", "france", "latitudes", "offre-de-soins", "open-data", "open-data-france", "open-data-university", "pathologie", "prevention", "prevention-sante", "repartition-soins", "sante-et-systeme-de-soins", "sante-et-territoires", "visualisation", "visualisation-de-donnees"], "title": "Piloter la sant\u00e9 locale gr\u00e2ce \u00e0 l\u2019Open Data", "topic": "health", "type": "visualization", "uri": "https://www.data.gouv.fr/api/1/reuses/piloter-la-sante-locale-grace-a-lopen-data/", "url": "https://sant-active.my.canva.site/"}, {"archived": null, "badges": [], "created_at": "2026-04-17T12:31:38.499000+00:00", "dataservices": [{"class": "Dataservice", "id": "672cf651ab1def0132e0fc7d", "self_api_url": "https://www.data.gouv.fr/api/1/dataservices/hubeau-qualite-de-leau-potable/", "self_web_url": "https://www.data.gouv.fr/dataservices/hubeau-qualite-de-leau-potable", "title": "Hub'Eau - Qualit\u00e9 de l'eau potable"}], "datasets": [{"access_audiences": [], "access_type": "open", "access_type_reason": null, "access_type_reason_category": null, "acronym": null, "archived": null, "authorization_request_url": null, "badges": [{"kind": "hvd"}], "contact_points": [], "created_at": "2019-06-06T11:16:29.966000+00:00", "deleted": null, "description": "**! ATTENTION !\u00a0:** *L'anomalie identifi\u00e9e a \u00e9t\u00e9 corrig\u00e9e. La diffusion des donn\u00e9es va reprendre. Un rattrapage des donn\u00e9es pass\u00e9es sera r\u00e9alis\u00e9 petit \u00e0 petit.* \n\nR\u00e9sultats du contr\u00f4le sanitaire de l'eau distribu\u00e9e commune par commune: pr\u00e9l\u00e8vements et r\u00e9sultats des analyses r\u00e9alis\u00e9es dans le cadre du contr\u00f4le sanitaire r\u00e9glementaire sur les unit\u00e9s de distribution ou les installations directement en amont, et liens entre communes et unit\u00e9s de distribution. Les \u00e9l\u00e9ments mis \u00e0 disposition dans ce jeu de donn\u00e9es correspondent \u00e0 une compilation des bulletins d\u2019analyses diffus\u00e9s en ligne, commune par commune, sur le site internet du Minist\u00e8re en charge de la sant\u00e9 : \n\n_Fr\u00e9quence de mise \u00e0 jour :_ mensuelle \u00e0 m+1, par remplacement du fichier annuel en cours.\n\n_NB: le jeu de donn\u00e9es sera progressivement compl\u00e9t\u00e9 avec les donn\u00e9es des d\u00e9partements d'outre-mer ainsi que l'historique sur les ann\u00e9es ant\u00e9rieures._\n\n### L\u2019alimentation en eau potable\n\nLe r\u00e9seau public d\u2019eau potable dessert aujourd\u2019hui la quasi-totalit\u00e9 de la population fran\u00e7aise, qu\u2019elle habite en milieu urbain ou rural. L\u2019eau du robinet est produite \u00e0 partir d\u2019eau pr\u00e9lev\u00e9e par un captage dans une nappe souterraine ou dans une ressource superficielle d\u2019eau douce (fleuves, rivi\u00e8res, canaux, lacs, barrages) ou d\u2019eau de mer. Selon la qualit\u00e9 de l\u2019eau pr\u00e9lev\u00e9e, diff\u00e9rentes \u00e9tapes de traitement peuvent \u00eatre n\u00e9cessaires pour rendre l\u2019eau potable et maintenir sa qualit\u00e9 dans les installations de stockage (r\u00e9servoirs, ch\u00e2teaux d\u2019eau) et dans les r\u00e9seaux de distribution, jusqu\u2019au robinet du consommateur.\n\n**Les captages d\u2019eau**\nEn France, pr\u00e8s de 33 500 captages sont utilis\u00e9s pour l\u2019alimentation en eau potable.\n96% des captages pr\u00e9l\u00e8vent de l\u2019eau dans les nappes souterraines. Beaucoup moins nombreux (environ 1 300), les captages d\u2018eaux superficielles (cours d\u2019eau, lacs\u2026) repr\u00e9sentent pourtant un tiers environ des volumes d\u2019eau capt\u00e9s.\n\n**Le traitement des eaux**\nLa quasi-totalit\u00e9 des eaux pr\u00e9lev\u00e9es dans le milieu naturel subit un traitement, plus ou moins pouss\u00e9, avant d\u2019\u00eatre distribu\u00e9e \u00e0 la population.\nCe traitement vise un double objectif :\n\n* l\u2019\u00e9limination des agents chimiques ou biologiques susceptibles de constituer un risque \u00e0 court, moyen ou long terme pour la sant\u00e9 des consommateurs,\n\n* le maintien de la qualit\u00e9 de l\u2019eau tout au long de son transport, jusqu\u2019au robinet du consommateur.\n Les traitements d\u00e9pendent de la qualit\u00e9 de l\u2019eau brute : d\u2019une simple d\u00e9sinfection pour les eaux souterraines bien prot\u00e9g\u00e9es par leur profondeur et la nature g\u00e9ologique des terrains travers\u00e9s, \u00e0 des traitements plus pouss\u00e9s (pr\u00e9traitements, coagulation, floculation, proc\u00e9d\u00e9s d\u2019affinage, d\u00e9sinfection) pour les eaux superficielles ou des eaux souterraines moins bien prot\u00e9g\u00e9es.\n\n**La distribution de l\u2019eau**\nL\u2019eau issue des installations de production d\u2019eau potable est achemin\u00e9e jusqu\u2019au lieu de consommation par un ensemble d\u2019installations de distribution (canalisations, r\u00e9servoirs, surpresseurs, etc).\nL\u2019unit\u00e9 de distribution (UDI) correspond \u00e0 un ensemble de canalisations de distribution de l\u2019eau potable au sein duquel la qualit\u00e9 de l\u2019eau d\u00e9livr\u00e9e est consid\u00e9r\u00e9e comme homog\u00e8ne.\nTous les abonn\u00e9s raccord\u00e9s au r\u00e9seau public d\u2019eau potable sont ainsi associ\u00e9s \u00e0 une UDI.\nLa France compte plus de 25 300 unit\u00e9s de distribution.\n\n### Le contr\u00f4le de la qualit\u00e9 de l\u2019eau du robinet\n\nL\u2019eau du robinet est en France l\u2019aliment le plus contr\u00f4l\u00e9. Elle fait l\u2019objet d\u2019un suivi sanitaire permanent, destin\u00e9 \u00e0 en garantir la s\u00e9curit\u00e9 sanitaire, depuis le captage dans le milieu naturel, jusqu\u2019au robinet du consommateur.\n\nLe suivi sanitaire de l\u2019eau comprend \u00e0 la fois :\n\n* la surveillance exerc\u00e9e par la personne responsable de la production et distribution de l\u2019eau (PRPDE),\n\n* le contr\u00f4le sanitaire, mis en \u0153uvre par les Agences R\u00e9gionales de Sant\u00e9 (ARS) en application des dispositions de la Directive europ\u00e9enne 98/83/CE relative \u00e0 la qualit\u00e9 des eaux destin\u00e9es \u00e0 la consommation humaine et du Code de la sant\u00e9 publique.\n\nLes programmes de contr\u00f4le portent sur des param\u00e8tres microbiologiques, physico-chimiques ou radiologiques, afin de s\u2019assurer que les eaux sont conformes aux exigences de qualit\u00e9 r\u00e9glementaires et ne pr\u00e9sentent pas de risque pour la sant\u00e9 des consommateurs.\n\nLes pr\u00e9l\u00e8vements et analyses sont r\u00e9alis\u00e9s par des laboratoires agr\u00e9\u00e9s pour le contr\u00f4le sanitaire des eaux par le Minist\u00e8re charg\u00e9 de la sant\u00e9, et retenus par les Agences r\u00e9gionales de sant\u00e9 apr\u00e8s mise en concurrence. Le contr\u00f4le sanitaire donne lieu chaque ann\u00e9e \u00e0 la r\u00e9alisation de plus de 300 000 pr\u00e9l\u00e8vements d\u2019eau et de l\u2019ordre de 12 millions d\u2019analyses.\n\nL\u2019ensemble des r\u00e9sultats des analyses r\u00e9alis\u00e9es dans le cadre du contr\u00f4le sanitaire de l\u2019eau du robinet mis en \u0153uvre par les ARS est g\u00e9r\u00e9 depuis 1994 dans la base de donn\u00e9es nationale du Syst\u00e8me d\u2019Information en Sant\u00e9-Environnement \u00ab SISE-Eaux d\u2019alimentation \u00bb du Minist\u00e8re charg\u00e9 de la sant\u00e9. Les donn\u00e9es de la base \u00ab SISE-Eaux \u00bb sont fr\u00e9quemment exploit\u00e9es \u00e0 diff\u00e9rentes \u00e9chelles g\u00e9ographiques et temporelles pour r\u00e9pondre aux besoins des ARS, du Minist\u00e8re en charge de la sant\u00e9, et aux demandes de leurs partenaires respectifs. En particulier, cette base alimente le portail national d\u2019acc\u00e8s aux donn\u00e9es sur les eaux souterraines (ADES) g\u00e9r\u00e9 par le Bureau de recherches g\u00e9ologiques et mini\u00e8res (BRGM), ainsi que divers services du Syst\u00e8me d\u2019Information sur l\u2019Eau (SIE, voir le site eaufrance.fr), dont les indicateurs relatifs aux services publics de l\u2019eau et de l\u2019assainissement (SISPEA).\n\n### Descriptif des donn\u00e9es mises \u00e0 disposition\n\nLes donn\u00e9es mises \u00e0 disposition sont extraites de la base nationale SISE-Eaux d\u2019alimentation.\n\nElles correspondent aux pr\u00e9l\u00e8vements d\u2019\u00e9chantillons d\u2019eau analys\u00e9s dans le cadre du programme de contr\u00f4le sanitaire des ARS, ou des contr\u00f4les compl\u00e9mentaires ou recontr\u00f4les associ\u00e9s sur les unit\u00e9s de distribution, ou sur les installations situ\u00e9es directement en amont (installations de traitement, de transport ou de production, ou dans certains cas, captages). Ces r\u00e9sultats d\u2019analyses sont consid\u00e9r\u00e9s comme repr\u00e9sentatifs de la qualit\u00e9 de l\u2019eau distribu\u00e9e aux consommateurs sur chaque r\u00e9seau de distribution.\n\nLes donn\u00e9es concernent les pr\u00e9l\u00e8vements \u00ab complets \u00bb (valid\u00e9s par les ARS) r\u00e9alis\u00e9s depuis le 01/01/2016, avec une actualisation mensuelle pour l\u2019ann\u00e9e en cours, et annuelle pour les ann\u00e9es ant\u00e9rieures. Elles sont mises \u00e0 disposition pour chaque r\u00e9seau ou unit\u00e9 de distribution d\u2019eau (UDI). Les UDI peuvent englober les r\u00e9seaux de distribution d\u2019eau dans tout ou partie d\u2019une ou plusieurs communes, suivant la situation locale.\n\nLe jeu de donn\u00e9es se compose de trois types de fichiers. Le lien entre le fichier des pr\u00e9l\u00e8vements (PLV) et celui des r\u00e9sultats d\u2019analyse (RESULT) se fait par l\u2019interm\u00e9diaire du code du pr\u00e9l\u00e8vement (champ \u2018referenceprel\u2019). Le fichier UDI\\_COM d\u00e9taille le lien entre UDI et communes et permet de pouvoir reconstituer un acc\u00e8s aux r\u00e9sultats par commune ; il est reli\u00e9 au fichier PLV par l\u2019interm\u00e9diaire du champ \u2018cdreseau\u2019, correspondant au code SISE-Eaux de l\u2019unit\u00e9 de distribution.\n\nA noter que, dans ce jeu de donn\u00e9es, l\u2019ensemble des r\u00e9sultats d\u2019analyses sont rapport\u00e9s \u00e0 l\u2019unit\u00e9 de distribution concern\u00e9e, cependant les pr\u00e9l\u00e8vements peuvent avoir \u00e9t\u00e9 effectivement r\u00e9alis\u00e9s en amont du r\u00e9seau de distribution, sur une installation de traitement, de production et de transport de l\u2019eau (TTP), voire sur une installation de ressource en eau ou captage (CAP). En effet, suivant les param\u00e8tres concern\u00e9s ou encore la configuration locale de production d\u2019eau (pr\u00e9sence de traitement, caract\u00e9ristique de celui-ci\u2026), les pr\u00e9l\u00e8vements r\u00e9alis\u00e9s dans le cadre du contr\u00f4le sanitaire le long de la cha\u00eene de production (de la ressource au robinet) peuvent ou non \u00eatre extrapol\u00e9s \u00e0 la qualit\u00e9 de l\u2019eau mise \u00e0 disposition du consommateur. Cette \u00e9valuation est r\u00e9alis\u00e9e localement par chaque ARS.\n\nDans le cas o\u00f9 le pr\u00e9l\u00e8vement est r\u00e9alis\u00e9 sur une autre installation, certains champs suppl\u00e9mentaires du fichier PLV fournissent des informations sur cette installation : \u2018cdreseauamont\u2018 (code de l\u2019installation amont), \u2018nomreseauamont\u2019 (nom de l\u2019installation amont), \u2018pourcentdebit\u2019 (pourcentage de d\u00e9bit de l\u2019installation amont : indique si l\u2019installation amont alimente exclusivement ou en partie cette UDI). 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Les fichiers contiennent le nombre de ventes, la moyenne et la m\u00e9diane des prix au m\u00b2.\n\n- Statistiques totales DVF : statistiques par \u00e9chelle g\u00e9ographique, sur les 10 semestres disponibles.\n- Statistiques mensuelles DVF : statistiques par \u00e9chelle g\u00e9ographique et par mois.\n\n\n## Description du traitement\nLe [code](https://github.com/etalab/datagouvfr_data_pipelines/tree/main/data_processing/dvf) permet de g\u00e9n\u00e9rer des statistiques \u00e0 partir des [donn\u00e9es des demandes de valeurs fonci\u00e8res](https://files.data.gouv.fr/geo-dvf/latest/csv/), agr\u00e9g\u00e9es \u00e0 diff\u00e9rentes \u00e9chelles, et leur \u00e9volution dans le temps (au mois). Le choix a \u00e9t\u00e9 fait de calculer les indicateurs suivants, mensuellement et sur la totalit\u00e9 de la p\u00e9riode disponible (10 semestres) :\n* nombre de mutations\n* moyenne des prix au m\u00b2\n* m\u00e9diane des prix au m\u00b2\n* r\u00e9partition des prix de ventes par tranches\n\npour chaque type de bien parmi :\n* maisons\n* appartements\n* maisons + appartements\n* locaux commerciaux\n\net pour chaque \u00e9chelle parmi :\n* nation\n* d\u00e9partement\n* EPCI\n* commune\n* section cadastrale\n\nLes donn\u00e9es source contiennent les types de mutations suivants : vente, vente en l\u2019\u00e9tat futur d\u2019ach\u00e8vement, vente de terrain \u00e0 b\u00e2tir, adjudication, expropriation et \u00e9change. 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Nous avions dans un premier temps gard\u00e9 ces biens en calculant le prix au m\u00b2 de la mutation en consid\u00e9rant les biens de la mutation comme un seul bien d'une surface \u00e0 la somme des surfaces des biens, mais cette m\u00e9thode, qui ne concernait finalement qu'une quantit\u00e9 marginale de biens, ne nous a pas convaincus pour la version finale.\n\nLe prix au m\u00b2 est ensuite calcul\u00e9 en divisant la valeur fonci\u00e8re de la mutation par la surface du b\u00e2ti du bien concern\u00e9. Nous excluons finalement les mutations pour lesquelles nous n'avons pas pu calculer le prix au m\u00b2, ainsi que celles dont le prix au m\u00b2 est sup\u00e9rieur \u00e0 100k\u20ac (choix arbitraire)*. Nous n'avons pas int\u00e9gr\u00e9 d'autres restrictions sur les valeurs aberrantes afin de conserver la fid\u00e9lit\u00e9 aux donn\u00e9es d'origine et de faire remonter de potentielles anomalies. 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Nouveau.elle sur ce sujet ? Ces donn\u00e9es sont la bonne porte d'entr\u00e9e ! Elles ont \u00e9t\u00e9 produites par les observatoires r\u00e9gionaux \u00e9nergie climat (r\u00e9seau RARE) \u00e0 partir des projections Explore2.\n\n\u00a0**Cette page regroupe tous les jeux de donn\u00e9es pour lesquels les points de simulations ont \u00e9t\u00e9 agr\u00e9g\u00e9s par territoire.**\n\n### A quoi servent ces donn\u00e9es ? Objectifs du travail du RARE\n\nL\u2019objectif de ce travail est de simplifier l\u2019acc\u00e8s et de synth\u00e9tiser l\u2019information des projections Explore2. Il en existe un nombre tr\u00e8s cons\u00e9quent puisque le projet mobilise un grand nombre de points de simulation tout utilisant plus d\u2019une centaine de projections hydrologiques diff\u00e9rentes.\u00a0\n\nLe RARE propose de r\u00e9sumer cette abondance d\u2019information de deux mani\u00e8res : \u00a0\n\n* En synth\u00e9tisant l\u2019information de l\u2019ensemble des projections\u00a0:\n\n * par des statistiques multi-mod\u00e8les ;\n\n * ou en extrayant quelques projections repr\u00e9sentant bien la diversit\u00e9 des de l\u2019ensemble de projections : approche par narraTRACC\u00a0;\n\n- En facilitant l\u2019acc\u00e8s \u00e0 l\u2019information des diff\u00e9rents points de simulation disponibles pour un territoire\u00a0soit en agr\u00e9geant spatialement les points de simulation d'un territoire\u00a0soit en proposant une extraction directe des points pertinents pour un territoire.\n\nLa combinaison de ces 2\u00a0approches donne 4 types de jeu de donn\u00e9es possible sur data.gouv.fr pour un m\u00eame indicateur (exemple d\u00e9bit de crues). Le nom des fichiers reprend la logique de ces combinaisons en indiquant d'abord le type de synth\u00e8se des projections (statistiques multimod\u00e8les ou narraTRACC) et ensuite si les points de simulation sont agr\u00e9g\u00e9s pour le territoire ou non.\n\nExemple : *STATISTIQUES\\_MULTIMODELES\\_agregation\\_spatiale\\_OUI\\_territoire\\_SAGE\\_debit\\_moyen\\_annuel\\_QA\\_yr\\_ref\\_1976\\_2005.csv*\u00a0\n\n### Les donn\u00e9es disponibles sur cette page\n\n###\n\n**Cette page regroupe les jeux de donn\u00e9es pour lesquels les points de simulations ont \u00e9t\u00e9 agr\u00e9g\u00e9s par territoire** :\n\n* synth\u00e8se des projections avec des statistiques multimod\u00e8les + agr\u00e9gation spatiale par territoire ;\n\n* synth\u00e8se des projections avec des narraTRACC + agr\u00e9gation spatiale par territoire.\n\nLes jeux de donn\u00e9es avec statistiques multimod\u00e8les et agr\u00e9gation spatiale sont les plus facile \u00e0 utiliser et la meilleure porte d\u2019entr\u00e9e dans le sujet. Pour des \u00e9tudes plus pouss\u00e9es, les autres jeux de donn\u00e9es (avec d\u00e9tail des points de simulation) sont conseill\u00e9s.\u00a0\n\n**Vous trouverez plus d'informations sur ces donn\u00e9es dans le rapport m\u00e9thodologique, dont la lecture est fortement recommand\u00e9e.**\n\nLes indicateurs disponibles sont :\n\n* le d\u00e9bit moyen annuel (QA) ;\n\n* le d\u00e9bit de crue (QJXA) ;\n\n* le d\u00e9bit d'\u00e9tiage (VCN10 annuel) ;\n\n* la dur\u00e9e des crues ;\n\n* la dur\u00e9e des \u00e9tiages.\n\n*La colonne \"p\u00e9riode calcul indicateur\" donne la d\u00e9finition de la p\u00e9riode utilis\u00e9e pour le calcul. 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"slug": "indicateurs-de-debits-futurs-explore2-tracc-agreges-par-territoire", "spatial": {"geom": null, "granularity": "fr:commune", "zones": ["country-subset:fr:metro"]}, "tags": ["commune", "drias-eau", "explore2", "hmuc", "intercommunalite", "narratracc", "observatoires-regionaux-energie-climat", "sage", "tracc"], "temporal_coverage": {"end": "2110-08-01", "start": "1976-08-01"}, "title": "Indicateurs de d\u00e9bits futurs Explore2 TRACC agr\u00e9g\u00e9s par territoire", "uri": "https://www.data.gouv.fr/api/1/datasets/indicateurs-de-debits-futurs-explore2-tracc-agreges-par-territoire/"}], "deleted": null, "description": "Quel sera le climat futur sur mon territoire en Bretagne\u00a0? Quels seront les extr\u00eames\u00a0? Conna\u00eetra-t-il des nuits chaudes et tropicales\u00a0? A quoi s'adapter\u00a0? Ce tableau de bord d\u00e9crit le climat futur pour la r\u00e9gion et dans les communes, EPCI, d\u00e9partements, bassins-versants et r\u00e9serves naturelles bretonnes.\n\n \n\nLes indicateurs du climat futur sont pr\u00e9sent\u00e9s par degr\u00e9s de r\u00e9chauffement, selon [la Trajectoire de R\u00e9chauffement de r\u00e9f\u00e9rence pour l'Adaptation au Changement Climatique (TRACC)](https://bretagne-environnement.fr/faq-lexique-glossaire-changement-climatique#faq_tracc \"Qu'est-ce que la TRACC ?\")\u00a0: un r\u00e9chauffement en France de +2\u00b0C en 2030, +2,7\u00b0C en 2050 et +4\u00b0C en 2100 par rapport \u00e0 la p\u00e9riode pr\u00e9industrielle. Les indicateurs futurs sont exprim\u00e9s, selon les cas de figure, en valeur absolue ou en \u00e9cart \u00e0 la r\u00e9f\u00e9rence (1976-2005).\u00a0\n", "extras": {}, "featured": null, "id": "69e0f72d68e3184666f5eb64", "image": "https://static.data.gouv.fr/images/b8/e983cea4c0498cac730f4c424aeb1f.png", "image_thumbnail": "https://static.data.gouv.fr/images/b8/e983cea4c0498cac730f4c424aeb1f-500.png", "last_modified": "2026-04-16T14:50:46.016000+00:00", "metrics": {"datasets": 1, "views": 244}, "organization": {"acronym": "OEB", "badges": [{"kind": "certified"}, {"kind": "public-service"}], "class": "Organization", "id": "56c44eb7c751df689e6c6de0", "logo": "https://static.data.gouv.fr/avatars/5c/8476cb81e4425c9d4607f2ec71ff09-original.png", "logo_thumbnail": "https://static.data.gouv.fr/avatars/5c/8476cb81e4425c9d4607f2ec71ff09-100.png", "name": "Observatoire de l'environnement en Bretagne", "page": "https://www.data.gouv.fr/organizations/gip-bretagne-environnement", "permissions": {"delete": false, "edit": false, "harvest": false, "members": false, "private": false}, "slug": "gip-bretagne-environnement", "uri": "https://www.data.gouv.fr/api/1/organizations/gip-bretagne-environnement/"}, "owner": null, "page": "https://www.data.gouv.fr/reuses/mon-territoire-sous-4degc", "permissions": {"delete": false, "edit": false}, "private": false, "slug": "mon-territoire-sous-4degc", "tags": ["adaptation", "bretagne", "explore2", "pnacc", "tracc"], "title": "Mon territoire sous +4\u00b0C", "topic": "environment_and_energy", "type": "visualization", "uri": "https://www.data.gouv.fr/api/1/reuses/mon-territoire-sous-4degc/", "url": "https://bretagne-environnement.fr/tableau-de-bord/mon-territoire-sous-4degres-adaptation-climat-bretagne"}, {"archived": null, "badges": [], "created_at": "2026-04-16T14:33:35.081000+00:00", "dataservices": [{"class": "Dataservice", "id": "672cf67802ef6b1be63b8975", "self_api_url": "https://www.data.gouv.fr/api/1/dataservices/api-adresse-base-adresse-nationale-ban/", "self_web_url": "https://www.data.gouv.fr/dataservices/api-adresse-base-adresse-nationale-ban", "title": "API Adresse (Base Adresse Nationale - BAN)"}, {"class": "Dataservice", "id": "672cf9945a5cfb9784ec860e", "self_api_url": "https://www.data.gouv.fr/api/1/dataservices/api-dpe-logements/", "self_web_url": "https://www.data.gouv.fr/dataservices/api-dpe-logements", "title": "API DPE logements"}], "datasets": [{"access_audiences": [], "access_type": "open", "access_type_reason": null, "access_type_reason_category": null, "acronym": null, "archived": null, "authorization_request_url": null, "badges": [], "contact_points": [], "created_at": "2025-04-10T15:35:51.194000+00:00", "deleted": null, "description": "### Le Diagnostic de Performance Energ\u00e9tique (DPE)\n\nLe Diagnostic de Performance Energ\u00e9tique (DPE) renseigne sur la performance \u00e9nerg\u00e9tique et environnementale d\u2019un logement ou d\u2019un b\u00e2timent, en \u00e9valuant sa **consommation d\u2019\u00e9nergie** et son impact en mati\u00e8re d\u2019**\u00e9missions de gaz \u00e0 effet de serre**. Le contenu et les modalit\u00e9s d\u2019\u00e9tablissement du DPE sont r\u00e9glement\u00e9s. Le DPE contient des informations sur les caract\u00e9ristiques du b\u00e2timent ou du logement (surface, orientation, murs, fen\u00eatres, mat\u00e9riaux, etc.) ainsi que sur ses \u00e9quipements (de chauffage, de production d\u2019eau chaude sanitaire, de ventilation, etc.)\n\nPour les logements, le DPE a fait l\u2019objet d\u2019une r\u00e9forme entr\u00e9e en vigueur le 1er juillet 2021. Son objectif est de fiabiliser le DPE afin d\u2019en faire le dispositif central dans la r\u00e9glementation li\u00e9e \u00e0 la r\u00e9novation \u00e9nerg\u00e9tique. \n\nLes principales \u00e9volutions sont :\n* G\u00e9n\u00e9ralisation de la m\u00e9thode de calcul (3CL) \u00e0 tous les logements \n* Passage de 3 \u00e0 5 usages \u00e9nerg\u00e9tiques (ajout des consommations d\u2019\u00e9clairage et d\u2019auxiliaire)\n* Int\u00e9gration d\u2019un double-seuil prenant en compte les \u00e9missions de gaz \u00e0 effet de serre dans l\u2019\u00e9tiquette DPE.\n\n \n\n\n### La collecte des DPE par l\u2019Ademe\nL\u2019Ademe effectue la collecte des DPE depuis 2013 ([D\u00e9cret no 2011-807 du 5 juillet 2011 relatif \u00e0 la transmission des DPE \u00e0 l\u2019ADEME](https://www.legifrance.gouv.fr/jorf/id/JORFTEXT000024317077/)). Dans le cadre de la r\u00e9forme en vigueur depuis le 1er juillet 2021,l\u2019Ademe a de nouveau \u00e9t\u00e9 identifi\u00e9 comme responsable de la collecte des DPE ([Article 4 de l\u2019arr\u00eat\u00e9 du 31 mars 2021 relatif aux m\u00e9thodes et proc\u00e9dures applicables au diagnostic de performance \u00e9nerg\u00e9tique](https://www.legifrance.gouv.fr/loda/id/JORFTEXT000043353381/2022-03-17/)). Compte tenu de la nature des \u00e9volutions, un nouveau mod\u00e8le de donn\u00e9es a \u00e9t\u00e9 \u00e9tabli.\n\nPour plus d\u2019informations sur le DPE, nous vous invitons \u00e0 consulter le nouvel observatoire DPE \u00e0 l\u2019adresse suivante : https://observatoire-dpe-audit.ademe.fr/accueil.\n\nVous y retrouverez diverses fonctionnalit\u00e9s dont :\n* Un outil statistique permettant d\u2019obtenir des donn\u00e9es g\u00e9n\u00e9rales sur les DPE, compl\u00e9mentaires \u00e0 celles pr\u00e9sent\u00e9es ici \n* Un acc\u00e8s \u00e0 la vue tabulaire des donn\u00e9es en Open data via votre espace personnel.\n* Une FAQ \n\n\n### Les outils \u00e0 votre disposition\nLes donn\u00e9es \u00e0 disposition ici concernent les **DPE \u00e9tablis \u00e0 partir du 1er juillet 2021 sur des logements existants**.\n\nLes donn\u00e9es des DPE \u00e9tablis avant le 1er juillet 2021 se trouvent dans les jeux de donn\u00e9es \u00ab [Diagnostics de performance \u00e9nerg\u00e9tique pour les b\u00e2timents tertiaire](https://data.ademe.fr/datasets/dpe-tertiaire) \u00bb et \u00ab [Diagnostics de performance \u00e9nerg\u00e9tique pour les logements par habitation](https://data.ademe.fr/datasets/dpe-france) \u00bb.\n\nSur cette page, vous pouvez acc\u00e9der aux donn\u00e9es sous des formats diff\u00e9rents. Chaque format est destin\u00e9 \u00e0 un usage.\n\nEn compl\u00e9ment, une documentation d\u2019utilisation des diff\u00e9rentes fonctionnalit\u00e9s accessibles depuis cette page (API, vue tabulaire, etc.) est disponible [ici](https://data-fair.github.io/3/user-guide-frontoffice/datasetpage/).\n\nSi vous ne souhaitez pas acc\u00e9der \u00e0 l\u2019ensemble des donn\u00e9es, nous vous conseillons d\u2019utiliser la vue tabulaire en cliquant sur le symbole . Cette vue vous permet d\u2019une part d\u2019appliquer des filtres pour s\u00e9lectionner les DPE \u00e0 afficher et d\u2019autre part de choisir les colonnes que vous souhaitez afficher. Vous pouvez ensuite extraire ces donn\u00e9es sous divers formats dont le format Excel. \n\n**Pour les publics avertis, nous proposons** : \n* [Un acc\u00e8s en t\u00e9l\u00e9chargement aux donn\u00e9es sous forme d\u2019une base de donn\u00e9es](https://opendata.ademe.fr/dump_dpev2_prod_fdld.sql.gz) (***attention \u00e0 la taille de la base de donn\u00e9es - Autorisez votre navigateur \u00e0 t\u00e9l\u00e9charger depuis un site non s\u00e9curis\u00e9***). PostgreSQL 12.3 on x86_64-pc-linux-gnu, compiled by gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-39), 64-bit.\n* Un acc\u00e8s par API, disponible dans la zone de pictogrammes \u00e0 droite de l\u2019\u00e9cran. [Voir la vid\u00e9o d\u00e9mo d\u2019utilisation de l\u2019API](https://www.loom.com/share/411a6993752f407fb1e30b0552e1ccd3). \n\n\n### Documents d\u2019accompagnements\nPour vous aider \u00e0 l\u2019exploitation des donn\u00e9es DPE, vous trouverez dans les pi\u00e8ces jointes disponibles en cliquant sur le symbole  diff\u00e9rents documents d\u2019accompagnement :\n* Un dictionnaire de donn\u00e9es pr\u00e9cisant \u00e0 quoi correspond chaque champ \n* Une note technique pr\u00e9cisant les informations essentielles \u00e0 conna\u00eetre afin d\u2019interpr\u00e9ter correctement les donn\u00e9es fournies. \n* Une description des contr\u00f4les de coh\u00e9rence effectu\u00e9es sur les donn\u00e9es des DPE\n\n\n\nA destination des utilisateurs de la base de donn\u00e9es :\n* Un dictionnaire de donn\u00e9es plus technique \n* Les tables de valeurs et d\u2019\u00e9num\u00e9rateurs utilis\u00e9es dans la base de donn\u00e9es.\n* Le mod\u00e8le de donn\u00e9es. \n\n
\n\n### Pr\u00e9cautions d\u2019interpr\u00e9tation des donn\u00e9es\nAttention : les donn\u00e9es fournies ici sont les donn\u00e9es brutes de l\u2019observatoire DPE qui contient l\u2019ensemble des DPE effectu\u00e9s par les diagnostiqueurs immobiliers. \n\nLeur interpr\u00e9tation doit \u00eatre faite avec pr\u00e9caution. En effet, le DPE est obligatoire seulement pour une vente, une location ou \u00e0 l'ach\u00e8vement de toute nouvelle construction. Ainsi, tous les biens ne sont pas dot\u00e9s d'un DPE. A ce titre, la base de donn\u00e9es DPE ne couvre pas l'ensemble du parc immobilier et elle n\u2019en est pas repr\u00e9sentative. \n\nPour estimer la performance \u00e9nerg\u00e9tique et environnementale de l'ensemble du parc fran\u00e7ais et la distribution nationale des classes DPE, un travail de redressement des donn\u00e9es doit \u00eatre fait. Il n\u00e9cessite l\u2019utilisation de la base de donn\u00e9es DPE mais aussi l\u2019utilisation d\u2019autres bases de donn\u00e9es comme par exemple, le r\u00e9pertoire de logements de l'Insee \u00ab Fid\u00e9li \u00bb ou encore les distributions d'\u00e9nergies principales de chauffage des r\u00e9sidences principales estim\u00e9es par le recensement de la population.\n\n### Autres informations sur les donn\u00e9es fournies\n* Les donn\u00e9es mises \u00e0 disposition sont les donn\u00e9es brutes saisies par les diagnostiqueurs. L\u2019Ademe n\u2019effectue aucune reprise de donn\u00e9es. Dans ce cadre, l\u2019ADEME ne peut en aucun cas \u00eatre tenue responsable de la qualit\u00e9 des donn\u00e9es qui lui sont transmises.\n* Contrairement aux donn\u00e9es envoy\u00e9es sur l\u2019ancien observatoire, les donn\u00e9es font d\u00e9sormais l\u2019objet de contr\u00f4les de coh\u00e9rence. En cas de non-conformit\u00e9, le DPE est rejet\u00e9 si le contr\u00f4le est bloquant. Pour plus d\u2019informations, nous vous invitons \u00e0 consulter le document en pi\u00e8ce jointe d\u00e9crivant les contr\u00f4les de coh\u00e9rence en vigueur
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"title": "Consommation annuelle de gaz par IRIS et code NAF (depuis 2018)", "uri": "https://www.data.gouv.fr/api/1/datasets/consommation-annuelle-de-gaz-par-iris-et-code-naf-depuis-2018/"}, {"access_audiences": [], "access_type": "open", "access_type_reason": null, "access_type_reason_category": null, "acronym": null, "archived": null, "authorization_request_url": null, "badges": [], "contact_points": [], "created_at": "2025-04-10T15:35:51.194000+00:00", "deleted": null, "description": "### Le Diagnostic de Performance Energ\u00e9tique (DPE)\n\nLe Diagnostic de Performance Energ\u00e9tique (DPE) renseigne sur la performance \u00e9nerg\u00e9tique et environnementale d\u2019un logement ou d\u2019un b\u00e2timent, en \u00e9valuant sa **consommation d\u2019\u00e9nergie** et son impact en mati\u00e8re d\u2019**\u00e9missions de gaz \u00e0 effet de serre**. Le contenu et les modalit\u00e9s d\u2019\u00e9tablissement du DPE sont r\u00e9glement\u00e9s. Le DPE contient des informations sur les caract\u00e9ristiques du b\u00e2timent ou du logement (surface, orientation, murs, fen\u00eatres, mat\u00e9riaux, etc.) ainsi que sur ses \u00e9quipements (de chauffage, de production d\u2019eau chaude sanitaire, de ventilation, etc.)\n\nPour les logements, le DPE a fait l\u2019objet d\u2019une r\u00e9forme entr\u00e9e en vigueur le 1er juillet 2021. Son objectif est de fiabiliser le DPE afin d\u2019en faire le dispositif central dans la r\u00e9glementation li\u00e9e \u00e0 la r\u00e9novation \u00e9nerg\u00e9tique. \n\nLes principales \u00e9volutions sont :\n* G\u00e9n\u00e9ralisation de la m\u00e9thode de calcul (3CL) \u00e0 tous les logements \n* Passage de 3 \u00e0 5 usages \u00e9nerg\u00e9tiques (ajout des consommations d\u2019\u00e9clairage et d\u2019auxiliaire)\n* Int\u00e9gration d\u2019un double-seuil prenant en compte les \u00e9missions de gaz \u00e0 effet de serre dans l\u2019\u00e9tiquette DPE.\n\n \n\n\n### La collecte des DPE par l\u2019Ademe\nL\u2019Ademe effectue la collecte des DPE depuis 2013 ([D\u00e9cret no 2011-807 du 5 juillet 2011 relatif \u00e0 la transmission des DPE \u00e0 l\u2019ADEME](https://www.legifrance.gouv.fr/jorf/id/JORFTEXT000024317077/)). Dans le cadre de la r\u00e9forme en vigueur depuis le 1er juillet 2021,l\u2019Ademe a de nouveau \u00e9t\u00e9 identifi\u00e9 comme responsable de la collecte des DPE ([Article 4 de l\u2019arr\u00eat\u00e9 du 31 mars 2021 relatif aux m\u00e9thodes et proc\u00e9dures applicables au diagnostic de performance \u00e9nerg\u00e9tique](https://www.legifrance.gouv.fr/loda/id/JORFTEXT000043353381/2022-03-17/)). Compte tenu de la nature des \u00e9volutions, un nouveau mod\u00e8le de donn\u00e9es a \u00e9t\u00e9 \u00e9tabli.\n\nPour plus d\u2019informations sur le DPE, nous vous invitons \u00e0 consulter le nouvel observatoire DPE \u00e0 l\u2019adresse suivante : https://observatoire-dpe-audit.ademe.fr/accueil.\n\nVous y retrouverez diverses fonctionnalit\u00e9s dont :\n* Un outil statistique permettant d\u2019obtenir des donn\u00e9es g\u00e9n\u00e9rales sur les DPE, compl\u00e9mentaires \u00e0 celles pr\u00e9sent\u00e9es ici \n* Un acc\u00e8s \u00e0 la vue tabulaire des donn\u00e9es en Open data via votre espace personnel.\n* Une FAQ \n\n\n### Les outils \u00e0 votre disposition\nLes donn\u00e9es \u00e0 disposition ici concernent les **DPE \u00e9tablis \u00e0 partir du 1er juillet 2021 sur des logements existants**.\n\nLes donn\u00e9es des DPE \u00e9tablis avant le 1er juillet 2021 se trouvent dans les jeux de donn\u00e9es \u00ab [Diagnostics de performance \u00e9nerg\u00e9tique pour les b\u00e2timents tertiaire](https://data.ademe.fr/datasets/dpe-tertiaire) \u00bb et \u00ab [Diagnostics de performance \u00e9nerg\u00e9tique pour les logements par habitation](https://data.ademe.fr/datasets/dpe-france) \u00bb.\n\nSur cette page, vous pouvez acc\u00e9der aux donn\u00e9es sous des formats diff\u00e9rents. Chaque format est destin\u00e9 \u00e0 un usage.\n\nEn compl\u00e9ment, une documentation d\u2019utilisation des diff\u00e9rentes fonctionnalit\u00e9s accessibles depuis cette page (API, vue tabulaire, etc.) est disponible [ici](https://data-fair.github.io/3/user-guide-frontoffice/datasetpage/).\n\nSi vous ne souhaitez pas acc\u00e9der \u00e0 l\u2019ensemble des donn\u00e9es, nous vous conseillons d\u2019utiliser la vue tabulaire en cliquant sur le symbole . Cette vue vous permet d\u2019une part d\u2019appliquer des filtres pour s\u00e9lectionner les DPE \u00e0 afficher et d\u2019autre part de choisir les colonnes que vous souhaitez afficher. Vous pouvez ensuite extraire ces donn\u00e9es sous divers formats dont le format Excel. \n\n**Pour les publics avertis, nous proposons** : \n* [Un acc\u00e8s en t\u00e9l\u00e9chargement aux donn\u00e9es sous forme d\u2019une base de donn\u00e9es](https://opendata.ademe.fr/dump_dpev2_prod_fdld.sql.gz) (***attention \u00e0 la taille de la base de donn\u00e9es - Autorisez votre navigateur \u00e0 t\u00e9l\u00e9charger depuis un site non s\u00e9curis\u00e9***). PostgreSQL 12.3 on x86_64-pc-linux-gnu, compiled by gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-39), 64-bit.\n* Un acc\u00e8s par API, disponible dans la zone de pictogrammes \u00e0 droite de l\u2019\u00e9cran. [Voir la vid\u00e9o d\u00e9mo d\u2019utilisation de l\u2019API](https://www.loom.com/share/411a6993752f407fb1e30b0552e1ccd3). \n\n\n### Documents d\u2019accompagnements\nPour vous aider \u00e0 l\u2019exploitation des donn\u00e9es DPE, vous trouverez dans les pi\u00e8ces jointes disponibles en cliquant sur le symbole  diff\u00e9rents documents d\u2019accompagnement :\n* Un dictionnaire de donn\u00e9es pr\u00e9cisant \u00e0 quoi correspond chaque champ \n* Une note technique pr\u00e9cisant les informations essentielles \u00e0 conna\u00eetre afin d\u2019interpr\u00e9ter correctement les donn\u00e9es fournies. \n* Une description des contr\u00f4les de coh\u00e9rence effectu\u00e9es sur les donn\u00e9es des DPE\n\n\n\nA destination des utilisateurs de la base de donn\u00e9es :\n* Un dictionnaire de donn\u00e9es plus technique \n* Les tables de valeurs et d\u2019\u00e9num\u00e9rateurs utilis\u00e9es dans la base de donn\u00e9es.\n* Le mod\u00e8le de donn\u00e9es. \n\n
\n\n### Pr\u00e9cautions d\u2019interpr\u00e9tation des donn\u00e9es\nAttention : les donn\u00e9es fournies ici sont les donn\u00e9es brutes de l\u2019observatoire DPE qui contient l\u2019ensemble des DPE effectu\u00e9s par les diagnostiqueurs immobiliers. \n\nLeur interpr\u00e9tation doit \u00eatre faite avec pr\u00e9caution. En effet, le DPE est obligatoire seulement pour une vente, une location ou \u00e0 l'ach\u00e8vement de toute nouvelle construction. Ainsi, tous les biens ne sont pas dot\u00e9s d'un DPE. A ce titre, la base de donn\u00e9es DPE ne couvre pas l'ensemble du parc immobilier et elle n\u2019en est pas repr\u00e9sentative. \n\nPour estimer la performance \u00e9nerg\u00e9tique et environnementale de l'ensemble du parc fran\u00e7ais et la distribution nationale des classes DPE, un travail de redressement des donn\u00e9es doit \u00eatre fait. Il n\u00e9cessite l\u2019utilisation de la base de donn\u00e9es DPE mais aussi l\u2019utilisation d\u2019autres bases de donn\u00e9es comme par exemple, le r\u00e9pertoire de logements de l'Insee \u00ab Fid\u00e9li \u00bb ou encore les distributions d'\u00e9nergies principales de chauffage des r\u00e9sidences principales estim\u00e9es par le recensement de la population.\n\n### Autres informations sur les donn\u00e9es fournies\n* Les donn\u00e9es mises \u00e0 disposition sont les donn\u00e9es brutes saisies par les diagnostiqueurs. L\u2019Ademe n\u2019effectue aucune reprise de donn\u00e9es. Dans ce cadre, l\u2019ADEME ne peut en aucun cas \u00eatre tenue responsable de la qualit\u00e9 des donn\u00e9es qui lui sont transmises.\n* Contrairement aux donn\u00e9es envoy\u00e9es sur l\u2019ancien observatoire, les donn\u00e9es font d\u00e9sormais l\u2019objet de contr\u00f4les de coh\u00e9rence. En cas de non-conformit\u00e9, le DPE est rejet\u00e9 si le contr\u00f4le est bloquant. Pour plus d\u2019informations, nous vous invitons \u00e0 consulter le document en pi\u00e8ce jointe d\u00e9crivant les contr\u00f4les de coh\u00e9rence en vigueur
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Nous avons crois\u00e9 les donn\u00e9es de consommation GRDF par IRIS avec celles de ENEDIS par adresse afin d'obtenir un score plus juste.\n\nn.b. \u00e0 ce stade cette fonctionnalit\u00e9 n'est pas pleinement int\u00e9gr\u00e9e d\u00fb \u00e0 la diff\u00e9rence de format entre les donn\u00e9es ENEDIS et GRDF.\n\nNotre simulateur permet par ailleurs d'estimer le montant des \u00e9conomies sur les charges \u00e9nerg\u00e9tiques apr\u00e8s travaux, tout en priorisant les changements \u00e0 effectuer dans le logement \u00e9valu\u00e9s par ratio co\u00fbt/efficacit\u00e9.\n\n### Auteurs - \u00c9cole 42 Paris\n\n* Julie GOY\u00c9 DOGAN (jugoye-d)\n\n* Mikail SHARGANOV (mshargan)\n\n### Donn\u00e9es utilis\u00e9es\n\n* Donn\u00e9es DPE th\u00e9orique ADEME : \n\n* Donn\u00e9es ENEDIS : [https://data.enedis.fr/pages/consommation-residentielle-annuelle/](https://data.enedis.fr/pages/consommation-residentielle-annuelle/ \"https://data.enedis.fr/pages/consommation-residentielle-annuelle/\")\n\n* Donn\u00e9es GRDF : [https://opendata.grdf.fr/explore/dataset/consommation-annuelle-de-gaz-par-iris-et-code-naf0/api/](https://opendata.grdf.fr/explore/dataset/consommation-annuelle-de-gaz-par-iris-et-code-naf0/api/ \"https://opendata.grdf.fr/explore/dataset/consommation-annuelle-de-gaz-par-iris-et-code-naf0/api/\")\n", "extras": {}, "featured": null, "id": "69e0bed7c94c7450e5fb33d1", "image": "https://static.data.gouv.fr/images/db/10131ed9ae400cb09f09868e5c4880.png", "image_thumbnail": "https://static.data.gouv.fr/images/db/10131ed9ae400cb09f09868e5c4880-500.png", "last_modified": "2026-04-16T18:28:20.157000+00:00", "metrics": {"datasets": 2, "views": 244}, "organization": null, "owner": {"avatar": null, "avatar_thumbnail": null, "class": "User", "first_name": "Mikail", "id": "69e0a8ac30b74b18ece44fdf", "last_name": "Sharganov", "page": "https://www.data.gouv.fr/users/mikail-sharganov", "slug": "mikail-sharganov", "uri": "https://www.data.gouv.fr/api/1/users/mikail-sharganov/"}, "page": "https://www.data.gouv.fr/reuses/rentabilite-de-travaux-damelioration-du-dpe-empirique", "permissions": {"delete": false, "edit": false}, "private": false, "slug": "rentabilite-de-travaux-damelioration-du-dpe-empirique", "tags": ["classe-energetique-logement", "consommation-energetique-reelle", "diagnostic-energetique", "dpe-empirique", "dpe-reel", "efficacite-energetique", "estimation-energetique-logement", "opendatauniversity", "opendatauniversity-saison4-dpe", "opendatauniversity2026", "performance-energetique-logement", "renovation-energetique", "simulation-dpe", "travaux-renovation-energetique"], "title": "Rentabilit\u00e9 de travaux d'am\u00e9lioration du DPE empirique", "topic": "environment_and_energy", "type": "application", "uri": "https://www.data.gouv.fr/api/1/reuses/rentabilite-de-travaux-damelioration-du-dpe-empirique/", "url": "https://1llus1on1st.github.io/OpenDataUniversity/"}], "next_page": "https://www.data.gouv.fr/api/1/reuses/?page=2", "page": 1, "page_size": 20, "previous_page": null, "total": 5934}