AndreaBozzo/ceres-open-data-index huggingface dataset:
Accès aux soins : couverture territoriale par le service d’accès aux soins (département, région) - ANNÉE EN COURS

Ce jeu de données est une des sources de datavisualisations disponibles sur le site [Observatoire de l'accès aux soins]. ### Informations générales : Ce jeu de données présente des informations sur la part de la population couverte par le Service d’Accès aux Soins (SAS). Plusieurs niveaux territoriaux sont disponibles : niveau national (France entière), région, département. Les données sont issues de l'Institut national de la statistique et des études économiques (Insee). Pour plus d'informations (source, champ, définitions des modalités), consulter la page [Méthode] du site. ### Mises à jour des données : * Mise à jour du 22/09/2025 : première mise en ligne des données, les données de 2025 disponibles à la date du 30/06/2025 * Mise à jour du 24/03/2026 : mise à jour des données, les données disponibles à la date du 30/09/2025 * Mise à jour du 11/06/2026 : mise à jour des données, les données disponibles à la date du 31/12/2025 Pour plus d'informations et détails sur les mises à jour et changements opérés dans les données (périmètre, mode de calcul, correctif, etc.), consulter la page [Méthode] du site. ### Fréquence de mise à jour des données : Les données proposées en téléchargement dans l’onglet « Export » sont mises à jour chaque trimestre (données de la France entière de l’année en cours). ### Source : Les données sont issues du système national des données de santé (SNDS). ### Autres informations :
Self-consumption customers

This dataset shows the total number of self-consumption contracts by municipality, both individual and collective. In compliance with the General Data Protection Regulation (GDPR) and applicable sectoral regulations, some data may appear aggregated in a category identified as "OTHER," which includes aggregated information that, for the reasons mentioned above, cannot be made available to the respective municipality/postal code. The information provided on this portal by the Distributor constitutes an approximation of the values recorded in its systems at the time it is collected. Therefore, given the dynamic nature of the published data, it is subject to subsequent changes, corrections, and updates, and may also contain occasional omissions or inaccuracies. Consequently, the Distributor is not liable to third parties, including partners, service providers, contractors, applicants, users, and customers, for any damages that may arise as a direct or indirect consequence of the use of this information, particularly for making requests, calculations, interventions, and/or estimates, without confirmation of the accuracy and up-to-date nature of the data. Therefore, it is expressly stated that consulting this information does not exempt or replace the obligation to directly consult the Distributor to obtain updated information. The data provided by the Open Data Portal are covered by open licenses (CC BY 4.0). There are no restrictions on access, provided that data users cite the publisher. To this end, we suggest citing the Open Data Portal as follows: Viesgo Distribución Eléctrica S.L. - "Open Data Portal of Viesgo Electrical Distribution" - https://redes-spain.opendatasoft.com/pages/explore-viesgo/
Self-consumption customers

This dataset shows the total number of self-consumption contracts by municipality, both individual and collective. In compliance with the General Data Protection Regulation (GDPR) and applicable sectoral regulations, some data may appear aggregated in a category identified as "OTHER," which includes aggregated information that, for the reasons mentioned above, cannot be made available to the respective municipality/postal code. The information provided on this portal by the Distributor constitutes an approximation of the values recorded in its systems at the time it is collected. Therefore, given the dynamic nature of the published data, it is subject to subsequent changes, corrections, and updates, and may also contain occasional omissions or inaccuracies. Consequently, the Distributor is not liable to third parties, including partners, service providers, contractors, applicants, users, and customers, for any damages that may arise as a direct or indirect result of the use of this information, particularly for making requests, calculations, interventions, and/or estimates, without confirmation of the accuracy and up-to-date nature of the data. Therefore, it is expressly stated that consulting this information does not exempt or replace the obligation to directly consult the Distributor to obtain updated information. The data provided by the Open Data Portal are covered by open licenses (CC BY 4.0). There are no restrictions on access, provided that data users cite the publisher. To this end, we suggest you cite the Open Data portal as follows: Barras Eléctricas Galaico Asturianas S.A. - "BEGASA Open Data Portal" - https://redes-spain.opendatasoft.com/pages/explore-begasa/
Self-consumption facilities

This dataset shows the number of self-consumption installations by municipality with active customers. In compliance with the General Data Protection Regulation (GDPR) and applicable sectoral regulations, some data may appear aggregated in a category identified as "OTHER," which includes aggregated information that, for the reasons mentioned above, cannot be made available in the respective municipality/postal code. The information provided on this portal by the Distributor constitutes an approximation of the values recorded in its systems at the time it is collected. Therefore, given the dynamic nature of the published data, it is subject to subsequent changes, corrections, and updates, and may also contain occasional omissions or inaccuracies. Consequently, the Distributor is not liable to third parties, including partners, service providers, contractors, applicants, users, and customers, for any damages that may arise as a direct or indirect result of the use of this information, particularly for making requests, calculations, interventions, and/or estimates, without confirmation of the accuracy and up-to-date nature of the data. Therefore, it is expressly stated that consulting this information does not exempt or replace the obligation to directly consult the Distributor to obtain updated information. The data provided by the Open Data Portal are covered by open licenses (CC BY 4.0). There are no restrictions on access, provided that data users cite the publisher. To this end, we suggest you cite the Open Data portal as follows: E-REDES Distribución - "E-REDES Distribución Open Data Portal" - https://redes-spain.opendatasoft.com/pages/explore-e-redes/
Compteurs gaz exploités en régie dans des sites de Rennes, Ville et Métropole

Cette couche indique la localisation et les caractéristiques des sous-stations de chauffage urbain (Réseaux Sud et Nord-Est) alimentant des bâtiments de la Ville de Rennes et de Rennes Métropole. Parmi les attributs : - contrat_souscrit : Indique si le contrat est souscrit ou non par la collectivité - collectivite : Collectivité concernée par le compteur - categorie : Type d'équipement alimenté par le compteur (BATIMENT ou PROCESS) - reference : Référence du point de comptage et estimation du branchement (Source GRDF) - batiment_desservi : Nom du site desservi - adresse : Adresse du compteur - commune : Commune où se situe le compteur - matricule_compteur : numéro du compteur - debit_m3h : débit de distribution du compteur (en m3/h) - pression_bar : Pression de distribution du compteur (en bar) - information : Commentaire sur la localisation du compteur
Self-consumption facilities

This dataset shows the number of self-consumption installations by municipality with active customers. In compliance with the General Data Protection Regulation (GDPR) and applicable sectoral regulations, some data may appear aggregated in a category identified as "OTHER," which includes aggregated information that, for the reasons mentioned above, cannot be made available in the respective municipality/postal code. The information provided on this portal by the Distributor constitutes an approximation of the values recorded in its systems at the time it is collected. Therefore, given the dynamic nature of the published data, it is subject to subsequent changes, corrections, and updates, and may also contain occasional omissions or inaccuracies. Consequently, the Distributor is not liable to third parties, including partners, service providers, contractors, applicants, users, and customers, for any damages that may arise as a direct or indirect result of the use of this information, particularly for making requests, calculations, interventions, and/or estimates, without confirmation of the accuracy and up-to-date nature of the data. Therefore, it is expressly stated that consulting this information does not exempt or replace the obligation to directly consult the Distributor to obtain updated information. The data provided by the Open Data Portal are covered by open licenses (CC BY 4.0). There are no restrictions on access, provided that data users cite the publisher. To this end, we suggest you cite the Open Data portal as follows: Viesgo Distribución Eléctrica S.L. - "Viesgo Distribución Eléctrica Open Data Portal" - https://redes-spain.opendatasoft.com/pages/explore-viesgo/
Self-consumption facilities

This dataset shows the number of self-consumption installations by municipality with active customers. In compliance with the General Data Protection Regulation (GDPR) and applicable sectoral regulations, some data may appear aggregated in a category identified as "OTHER," which includes aggregated information that, for the reasons mentioned above, cannot be made available in the respective municipality/postal code. The information provided on this portal by the Distributor constitutes an approximation of the values recorded in its systems at the time it is collected. Therefore, given the dynamic nature of the published data, it is subject to subsequent changes, corrections, and updates, and may also contain occasional omissions or inaccuracies. Consequently, the Distributor is not liable to third parties, including partners, service providers, contractors, applicants, users, and customers, for any damages that may arise as a direct or indirect result of the use of this information, particularly for making requests, calculations, interventions, and/or estimates, without confirmation of the accuracy and up-to-date nature of the data. Therefore, it is expressly stated that consulting this information does not exempt or replace the obligation to directly consult the Distributor to obtain updated information. The data provided by the Open Data Portal are covered by open licenses (CC BY 4.0). There are no restrictions on access, provided that data users cite the publisher. To this end, we suggest you cite the Open Data portal as follows: Barras Eléctricas Galaico Asturianas S.A. - "BEGASA Open Data Portal" - https://redes-spain.opendatasoft.com/pages/explore-begasa/
Map of the current and potential populations of the Western Europe lynx (Lynx lynx) metapopulation

[Lien vers la fiche source] In compliance with the initial recommendations made by the national action plan (PNA), in March 2022 the Ecology Minister and the Junior Minister for Biodiversity together commissioned the National Museum of Natural History (MNHN) and the French Biodiversity Agency (OFB) to carry out an assessment of the conditions required for the viability of the Eurasian lynx in France in 2030, a decisive factor for its presence in France, and the effects on viability of a potential effort to reinforce those populations. The assessment was carried out over 18 months by a project team and a group of 15 French and Swiss experts implementing a multi-disciplinary approach in the fields of both ecology and the human and social sciences. The project also benefited from the knowledge of French and European experts from outside the project team, who were contacted as needed to fill out and enhance the overall process. The files presented here map both i) the geographic range of current and potential populations composing the Western Europe lynx metapopulation according to the 2024 population viability assessment work performed, as well as ii) the respective areas they are susceptible to expand into if environmental condition were to become more favorable. The delimitation of the current range of each population was based on the proportion of favorable habitat within a 10x10km grid. The threshold retained, of at least 40%, allowed to get delimitation matching the presence range currently observed and were also validated by experts of the species ecology. The area each population could geographically extend into were derived from the former using Voronoi Tessellation.
Base Sirene Isère

Retrouvez toutes les entreprises et leurs établissements. La base Sirene® est actualisée tous les jours, elle regroupe environ 30 millions d'établissements en activité ou non. ### IMPORTANT La base Sirene contenant des données à caractère personnel, l'Insee attire votre attention sur les obligations légales qui en découlent : * Le traitement de ces données relève des obligations de déclaration de la Loi 78-17 du 6 janvier 1978 modifiée, dite Loi CNIL : [https://www.cnil.fr/fr/loi-78-17-du-6-janvier-1978-modifiee] * Selon votre usage du jeu de données, il est de votre responsabilité de tenir compte du statut de diffusion le plus récent de chaque personne physique. En effet, l'article A123-96 du code de commerce dispose que : > "Toute personne physique peut demander soit directement lors de ses formalités de création ou de modification, soit par lettre adressée au directeur général de l'Institut national de la statistique et des études économiques, que les informations du répertoire la concernant ne puissent être utilisées par des tiers autres que les organismes habilités au titre de l'article R. 123-224 ou les administrations, à des fins de prospection, notamment commerciale." ### SIRENE BY ODS ODS présente une base des établissements consolidée avec les données de son unité légale associée. #### Enrichissements * ajout des libellés des codes NAF et catégories juridiques; * ajout des libellés tranches légales et des types de voie; * ajout des hierarchies administratives (reg/arr/dep/epci); * ajout de la géolocalisation des établissements via un géocodage BAN; * changement de certaines abréviations (F/M, O/N, A/C) par le libellé correspondant (sexeunitelegale, etatadministratifunitelegale, caractereemployeurunitelegale, etatadministratifetablissement, etablissementsiege, caractereemployeuretablissement) * ajout d'un champ "première ligne d'adressage" avec la civilité + nom prénom personne de l'unité legale * ajout d'un champ adresse établissement (concaténation num + type + voie) #### Notes * les valeurs de "date de début de l’établissement" ont été reconstruites à partir d’une ancienne version pour une centaine d’enregistrements dont les valeurs étaient incohérentes.
Bénéficiaires de l'APA à domicile : base floutée (V1)

Ces données ouvertes sont issues des Remontées individuelles sur l’APA et l’ASH (RI-APA-ASH 2017). Cette opération est une collecte de données administratives individuelles sur les bénéficiaires de l’APA et de l’Aide sociale à l’hébergement (ASH) en France auprès des collectivités territoriales qui gèrent ces prestations. Les RI-APA 2017 ont permis de collecter, en 2018-2019, les données de 96 départements – seuls 4 n’ont pas été en mesure de transmettre les informations requises, Mayotte n’ayant par ailleurs pas été incluse dans l’opération. La base de données mise à disposition ici est un extrait anonymisé des RI-APA, qui porte sur les bénéficiaires de l’APA vivant à domicile et payés en décembre 2017. Les données ont été retraitées et floutées afin de garantir la confidentialité des informations individuelles et d’empêcher toute réidentification indirecte. Les informations recueillies et diffusées dans cette base de données floutées portent sur les caractéristiques sociodémographiques des bénéficiaires de l’APA à domicile payés au titre du mois de décembre 2017, leur niveau de dépendance, leurs ressources, les montants de leurs plans d’aide ainsi que des informations sur le contenu de ces plans. Les variables de montants ont été « floutées » (APA notifié, montant relevant du conseil départemental, montant de la participation financière du bénéficiaire, ressources au sens de l’APA, etc.). Ces valeurs floutées sont proches des valeurs réelles et conduisent à des résultats comparables à ceux produits à partir des données exhaustives (voir documentation jointe). Les chercheurs peuvent utiliser cette base de données floutées pour leurs travaux préliminaires. Néanmoins, la DREES conseille fortement l’utilisation de la base exhaustive diffusée au CASD pour la finalisation de leurs travaux et les publications. Le format de la base (seuls les noms des variables floutées se voient ajouter un suffixe «_FLOU », etc.) est identique à celui de la base exhaustive accessible de façon sécurisée, afin que les scripts des traitements développés sur la base floutée fonctionnement également sur la base exhaustive. Voir, sur le site du CASD : [https://www.casd.eu/source/remontees-individuelles-des-demandeurs-et-beneficiaires-de-lapa-et-de-lash/] Les données mises en ligne permettent également de faire tourner le modèle de micro simulation Autonomix, dont le code est disponible ici :[https://gitlab.com/DREES_code/public/modeles/autonomix], pour simuler des restes à charge à domicile. Version de la base : v1 mise en ligne le 23/12/2021. Pour citer la source : « Source : DREES, RI-APA-ASH 2017, base floutée (v1 du 23/12/2021) ; Traitements : /auteur/ »
High variability in dissolved iron concentrations in the vicinity of the Kerguelen Islands (Southern Ocean)

[Lien vers la fiche source] Dissolved Fe (dFe) concentrations were measured in the upper 1300 m of the water column in the vicinity of the Kerguelen Islands as part of the second KErguelen Ocean Plateau compared Study (KEOPS2). Concentrations ranged from 0.06 nmol L-1 in offshore, Southern Ocean waters to 3.82 nmol L-1 within Hillsborough Bay, on the north-eastern coast of the Kerguelen Islands. Direct island runoff, glacial melting and resuspended sediments were identified as important inputs of dFe that could potentially fertilise the northern part of the plateau. A significant deep dFe enrichment was observed over the plateau with dFe concentrations increasing up to 1.30 nmol L-1 close to the seafloor, probably due to sediment resuspension and pore water release. Biological uptake was shown to induce a significant decrease in dFe concentrations between two visits (28 days apart) at a station above the plateau. Our work also considered other processes and sources, such as lateral advection of enriched seawater, remineralisation processes, and the influence of the polar front (PF) as a vector for Fe transport. Overall, heterogeneous sources of Fe over and off the Kerguelen Plateau, in addition to strong variability in Fe supply by vertical or horizontal transport, may explain the high variability in dFe concentrations observed during this study.
Self-consumption customers

This dataset shows the total number of self-consumption contracts by municipality, both individual and collective. In compliance with the General Data Protection Regulation (GDPR) and applicable sectoral regulations, some data may appear aggregated in a category identified as "OTHER," which includes aggregated information that, for the reasons mentioned above, cannot be made available to the respective municipality/postal code. The information provided on this portal by the Distributor constitutes an approximation of the values recorded in its systems at the time it is collected. Therefore, given the dynamic nature of the published data, it is subject to subsequent changes, corrections, and updates, and may also contain occasional omissions or inaccuracies. Consequently, the Distributor is not liable to third parties, including partners, service providers, contractors, applicants, users, and customers, for any damages that may arise as a direct or indirect result of the use of this information, particularly for making requests, calculations, interventions, and/or estimates, without confirmation of the accuracy and up-to-date nature of the data. Therefore, it is expressly stated that consulting this information does not exempt or replace the obligation to directly consult the Distributor to obtain updated information. The data provided by the Open Data Portal are covered by open licenses (CC BY 4.0). There are no restrictions on access, provided that data users cite the publisher. To this end, we suggest you cite the Open Data portal as follows: E-REDES Distribución - "E-REDES Distribución Open Data Portal" - https://redes-spain.opendatasoft.com/pages/explore-e-redes/
Demographic and reproduction data of hydrothermal vent alvinocaridid shrimps collected on the Mid Atlantic Ridge during the Bicose cruise (2014)

[Lien vers la fiche source] During the 2014 BICOSE cruise of RV Pourquoi Pas ? (Cambon-Bonavita 2014, https://doi.org/10.17600/14000100), alvinocaridid shrimps were sampled at two deep-sea hydrothermal vent fields: Snake Pit and TAG (Mid-Atlantic Ridge). Size, sex, developmental stage and brooding status of 3345 samples belonging to Rimicaris exoculata and Rimicaris chacei were determined. Reproductive characteristics including fecundity, egg developmental stage and egg size were analysed in 125 brooding females from the dataset. Samples were preserved in ethanol or in formalin (followed by water washing and storage in ethanol) on board, then brought back to the laboratory for processing. They were analysed at the LEP (Laboratoire Environnement Profond, Ifremer, Centre de Bretagne, France; https://wwz.ifremer.fr/deep_eng/). Results of the analysis of the dataset are available on BioRxiv : https://doi.org/10.1101/2021.06.27.450066, and have been submitted to Deep-Sea Research I. The dataset consists of two files: one containing the data itself, and one describing all used terms (measurements or metadata).
Depth profiles of 210Pb, 226Ra and 137Cs in marine sediments of the Bay of Biscay

[Lien vers la fiche source] 210Pb, 226Ra and 137Cs were measured by non-destructive gamma spectrometry on marine sediment cores, collected during RIKEAU 2002 cruise on board r/v Thalia, on the shelf of the Bay of Biscay
CTD DATA - EUREC4A_OA Atalante Cruise

[Lien vers la fiche source] The EUREC4A-OA oceanographic campaign that took place in January-February 2020 in the tropical North-West Atlantic Ocean aboard the research vessel L'Atalante was a contribution to the broader international research initiative EUREC4A (http://eurec4a.eu/). The cruise was carried out in conjunction with the research vessels Maria S. Merian and Meteor (Germany) and the Ron Brown (USA) as well as with the aircraft and UAV operations and continuous observations from the ground site on the island of Barbados (BCO) and the Saildrone© operations as part of the US ATOMIC project. The overall objective of the EUREC4A-OA campaign was to collect observational data that will enable research on dynamic and thermodynamic processes in the atmosphere and the ocean, in order to better understand the role of fine ocean scales both in the internal dynamics of the ocean and in air-sea interactions. To this end, measurements of oceanic and atmospheric profiles have been carried out to observe the temporal evolution and spatial heterogeneity of the atmospheric and oceanic boundary layers and the properties in these two fluids beyond these layers. Autonomous observation platforms (submarine glider, Argo profiling floats, surface buoys and the OCARINA and PICCOLO prototypes) complemented the observations carried out on board ships.