AndreaBozzo/ceres-open-data-index huggingface dataset:
MNH LiDAR HD IGN 2025

Données altimétriques du territoire des Hauts-de-Seine de type Modèle Numérique de Hauteur (MNH) issues d’une acquisition aérienne LiDAR de l’institut national de l’information géographique et forestière (IGN) à l’hiver 2022. Les données LiDAR classifiées au format LAS sont un produit issu de l’acquisition aérienne LiDAR de 2022 de l’IGN. Il s’agit d’un nuage de points géoréférencé et classifié selon la norme de l’American Society for Photogrammetry and Remote Sensing (ASPRS) en fonction de la nature de l’objet à savoir : le sol, les surfaces en eau, la végétation (basse, moyenne, haute), les bâtiments, les routes, les voies ferrées, … L’exploitation des données MNH nécessite des outils et logiciels spécifiques. Contexte Le Département des Hauts-de-Seine a récupéré auprès de l’IGN les données MNH du LiDAR HD sur son territoire. Après contrôle des données, ces dernières ont été mises en conformité avec le Maillage Géographie de Référence (MGR) et la projection du Département des Hauts-de-Seine. Les caractéristiques techniques du MNH sont les suivantes : * Projection : RGF93-CC49 / IGN69 * Classe de précision planimétrique : 0.5 m Lexique LiDAR Light Detection And Ranging. Il s’agit d’une technique de mesure à distance fondée sur l'analyse des propriétés d'un faisceau de lumière renvoyé vers son émetteur. L’outil d’acquisition LiDAR peut être terrestre ou aérien. Dans le cas d’une acquisition aérienne, un logiciel de traitement permet de classifier les propriétés du faisceau de lumière et de restituer sa nature : bâtiment, eau, végétation, sol, … MNH Modèle Numérique de Hauteur. Le produit MNH LiDAR HD est le modèle numérique de hauteur résultant de la différence d’altitude entre le MNT LiDAR HD et le MNS LiDAR HD. Ces produits sont dérivés du nuage de points LiDAR HD issus de l’acquisition réalisée dans cadre du programme national LiDAR HD MGR Maillage Géographique de Référence. Grille de dalles de 1 km par 1 km permettant de quadriller de manière régulière le territoire des Hauts-de-Seine. Observations particulières La mise à disposition des données MNH s'effectue sous la forme : * De tuiles de 1 km x 1 km géoréférencées conforment au MGR du Département des Hauts-de-Seine. * De fichiers contenant la tuile au format ASC et TIF géoréférencée. * La syntaxe utilisée pour la dénomination des tuiles : "XXXX_YYYY_MNH-ASC" ou "XXXX_YYYY_MNH-TIF", utilise les coordonnées XY en RGF93-CC49 suivant la norme Xmin_Ymax de la dalle concernée. * Le téléchargement d'une dalle s'effectue en cliquant sur la dalle dans le tableau ou dans la carte et en téléchargeant le fichier asc ou zip associé. Liens connexes Lien vers le site de l’American Society for Photogrammetry and Remote Sensing (ASPRS) [https://www.asprs.org/] Lien vers la donnée IGN [https://cartes.gouv.fr/rechercher-une-donnee/dataset/IGNF_MNH-LIDAR-HD] Données connexes Portail Open data du Département des Hauts-de-Seine * Lien vers le jeu de données Maillage Géographique de Référence : [Maillage Géographique de Référence] * Lien vers le jeu de données LiDAR HD IGN 2022 : [LiDAR HD IGN 2022]
Achats comportant des produits recyclés, réemployés, réutilisés ou issus de dons  (Loi AGEC) – Tours Métropole Val de Loire

Dans le cadre de la loi AGEC (Anti-Gaspillage pour une Économie Circulaire) et de son décret d’application n°2024-134 du 21 février 2024, les collectivités territoriales ont l’obligation de déclarer chaque année la part de leurs achats publics comportant des produits issus : du réemploi ou de la réutilisation, de dons, ou intégrant des matières recyclées. Cette obligation vise à améliorer la performance environnementale des achats publics, à lutter contre le gaspillage et à favoriser l’économie circulaire. En fonction des catégories de produits définies par le décret, un pourcentage minimal annuel des dépenses doit concerner ces types de produits vertueux.
Cinemas - Australia - OSM data

This dataset geolocates cinemas in Australia. It is based on OpenStreetMap data, which is then compiled and processed by Opendatasoft. It is updated weekly to retrieve the most recent OpenStreetMap elements. Fields prefixed with 'meta_' are additional information produced by ODS. These include data about the history of elements as well as their administrative divisions. Other fields are based on the [Geodatamine] implementation. ## Tags The OSM tags used to extract this data are: * amenity with the value 'cinema' * name designates the cinema name * brand or operator for the brand * wikidata or brand:wikidata for the brand's wikidata identifier * opening_hours for opening hours * cinema:3D to know if there are 3D screens * capacity for total capacity * screens for the number of screens Please note that this list is not exhaustive.
Libraries - Australia - OSM data

This dataset geolocates libraries and book boxes in Australia. It is based on OpenStreetMap data, which is then compiled and processed by Opendatasoft. It is updated weekly to retrieve the most recent OpenStreetMap elements. Fields prefixed with 'meta_' are additional information produced by ODS. These include data about the history of elements as well as their administrative divisions. Other fields are based on the [Geodatamine] implementation. ## Tags The OSM tags used to extract this data are: * amenity with values such as 'library', 'public_bookcase' * opening_hours for opening hours Please note that this list is not exhaustive.
Automated External Defibrillators - Australia - OSM data

This dataset geolocates Automated External Defibrillators (AEDs) in Australia. It is based on OpenStreetMap data, which is then compiled and processed by Opendatasoft. It is updated weekly to retrieve the most recent OpenStreetMap elements. Fields prefixed with 'meta_' are additional information produced by ODS. These include data about the history of elements as well as their administrative divisions. Other fields are based on the [Geodatamine] implementation. ## Tags The OSM tags used to extract this data are: * emergency with the value 'defibrillator' * addr:* to retrieve address information * indoor to know if it is located indoor or not * manufacturer and maintainer for the manufacturer and maintainer * serial_number for the serial number * operational_status for the operating status Please note that this list is not exhaustive.
Electric Vehicle Charging Stations - Australia - OSM data

This dataset geolocates electric vehicle charging stations in Australia. It is based on OpenStreetMap data, which is then compiled and processed by Opendatasoft. It is updated weekly to retrieve the most recent OpenStreetMap elements. Fields prefixed with 'meta_' are additional information produced by ODS. These include data about the history of elements as well as their administrative divisions. Other fields are based on the [Geodatamine] implementation. ## Tags The OSM tags used to extract this data are: * amenity with the value 'charging_station' * owner, owner:email to retrieve developer values and email contact * operator for the operator name * network or brand for the brand name * charging_station:output for nominal power * socket for the socket type * fee for free access information * payment:* for different payment types Please note that this list is not exhaustive.
Banks and ATMs - Australia - OSM data

This dataset geolocates banking establishments and Automated Teller Machines (ATMs) in Australia. It is based on OpenStreetMap data, which is then compiled and processed by Opendatasoft. It is updated weekly to retrieve the most recent OpenStreetMap elements. Fields prefixed with 'meta_' are additional information produced by ODS. These include data about the history of elements as well as their administrative divisions. Other fields are based on the [Geodatamine] implementation. ## Tags The OSM tags used to extract this data are: * amenity has the value 'bank' or 'atm' * name for the bank name * brand, operator to retrieve brand and operator values and brand:wikidata for the brand's Wikidata identifier * opening_hours for opening hours * wheelchair for accessibility for people with reduced mobility Please note that this list is not exhaustive.
Fire Fighting Equipment - Australia - OSM data

This dataset geolocates fire fighting equipment in Australia. It is based on OpenStreetMap data, which is then compiled and processed by Opendatasoft. It is updated weekly to retrieve the most recent OpenStreetMap elements. Fields prefixed with 'meta_' are additional information produced by ODS. These include data about the history of elements as well as their administrative divisions. Other fields are based on the [Geodatamine] implementation. ## Tags The OSM tags used to extract this data are: * emergency with the value 'dry_riser_inlet', 'fire_extinguisher', 'fire_flapper', 'fire_hose', 'fire_hydrant', 'water_tank', 'fire_water_pond', 'suction_point' * fire_hydrant:type for the fire hydrant type * fire_hydrant:pressure and fire_hydrant:diameter for fire hydrant attributes (pressure and diameter) * colour, flow_rate or water_source for other information Please note that this list is not exhaustive.
Public Services - Australia - OSM data

This dataset geolocates structures and buildings providing public services in Australia, such as town halls, embassies, archives, police stations, etc. It is based on OpenStreetMap data, which is then compiled and processed by Opendatasoft. It is updated weekly to retrieve the most recent OpenStreetMap elements. Fields prefixed with 'meta_' are additional information produced by ODS. These include data about the history of elements as well as their administrative divisions. Other fields are based on the [Geodatamine] implementation. ## Tags The OSM tags used to extract this data are: * either the amenity tag with the value 'embassy', 'public_building', 'townhall', 'community_centre', 'police', 'archive', 'employment_agency', 'courthouse' or 'social_centre', or the building tag with the value 'government', or the office tag with values 'diplomatic' or 'government' * name to retrieve the name * operator for the entity/organization name * wheelchair for accessibility for people with reduced mobility * opening_hours for opening hours Please note that this list is not exhaustive.
Drinking Water Points - Australia - OSM data

This dataset geolocates drinking water fountains and points in Australia. It is based on OpenStreetMap data, which is then compiled and processed by Opendatasoft. It is updated weekly to retrieve the most recent OpenStreetMap elements. Fields prefixed with 'meta_' are additional information produced by ODS. These include data about the history of elements as well as their administrative divisions. Other fields are based on the [Geodatamine] implementation. ## Tags The OSM tags used to extract this data are: * amenity with the value 'drinking_water' or 'water_point' or drinking_water with values 'yes' or 'treated' * name for the water point name * cold_water, warm_water and hot_water for water temperature * fee to know if access is paid or not Please note that this list is not exhaustive.
Healthcare Facilities - Australia - OSM data

This dataset geolocates facilities providing healthcare in Australia, such as hospitals, clinics, pharmacies, nursing homes, etc. It is based on OpenStreetMap data, which is then compiled and processed by Opendatasoft. It is updated weekly to retrieve the most recent OpenStreetMap elements. Fields prefixed with 'meta_' are additional information produced by ODS. These include data about the history of elements as well as their administrative divisions. Other fields are based on the [Geodatamine] implementation. ## Tags The OSM tags used to extract this data are: * amenity with values 'hospital', 'clinic', 'dentist', 'doctors', 'nursing_home', 'pharmacy' or facilities with the social_facility tag * capacity and beds to retrieve the number of beds * emergency to know if the facility offers emergency services Please note that this list is not exhaustive.
Bicycle Parking - Australia - OSM data

This dataset geolocates bicycle parking in Australia. It is based on OpenStreetMap data, which is then compiled and processed by Opendatasoft. It is updated weekly to retrieve the most recent OpenStreetMap elements. Fields prefixed with 'meta_' are additional information produced by ODS. These include data about the history of elements as well as their administrative divisions. Other fields are based on the [Geodatamine] implementation. ## Tags The OSM tags used to extract this data are: * amenity has a value of 'bicycle_parking' * the value of bicycle_parking to retrieve information about the attachment type, furniture or protection * access for different possible access modes * capacity for capacity * fee to determine if it is free or not * owner and operator for the owner and operator Please note that this list is not exhaustive.
Percentagem de Gastos com TE e Suplementos no Total Gastos com Pessoal

Monitorização da percentagem de gastos com Trabalho Extraordinário e Suplementos no Total de Gastos com Pessoal. O objetivo deste indicador é apresentar a relação percentual entre os gastos com trabalho extraordinário e suplementos e o total de gastos com pessoal, permitindo avaliar o peso relativo destas componentes na despesa com recursos humanos. Observações: Os dados relativos ao mês n-2, publicados até ao último dia útil do mês n, têm caráter provisório, sujeitos a eventuais atualizações.
Historic Sites - Australia - OSM data

This dataset geolocates historical heritage and sites of historical interest in Australia, such as Aboriginal sites, churches, monuments.... It is based on OpenStreetMap data, which is then compiled and processed by Opendatasoft. It is updated weekly to retrieve the most recent OpenStreetMap elements. Fields prefixed with 'meta_' are additional information produced by ODS. These include data about the history of elements as well as their administrative divisions. Other fields are based on the [Geodatamine] implementation. ## Tags The OSM tags used to extract this data are: * amenity with values 'fountain', 'place_of_worship' or the historic tag not empty * religion and denomination to specify the type of religion * wikipedia for the Wikipedia page related to the historical monument * start_date for an estimate of the building construction date Please note that this list is not exhaustive.
Playgrounds - Australia - OSM data

This dataset geolocates playgrounds and play areas for children in Australia. These are typically areas with slides, swings, roundabouts, etc. It is based on OpenStreetMap data, which is then compiled and processed by Opendatasoft. It is updated weekly to retrieve the most recent OpenStreetMap elements. Fields prefixed with 'meta_' are additional information produced by ODS. These include data about the history of elements as well as their administrative divisions. Other fields are based on the [Geodatamine] implementation. ## Tags The OSM tags used to extract this data are: * leisure with the value 'playground' * name for the name * surface for the surface type * min_age and max_age for the children's age range * opening_hours for opening hours * operator for the operator or manager of the playground * fee to retrieve information about free access Please note that this list is not exhaustive.
Tourist Accommodation - Australia - OSM data

This dataset geolocates tourist accommodation services in Australia, such as hotels, backpackers, campgrounds, motels, guesthouses, etc. It is based on OpenStreetMap data, which is then compiled and processed by Opendatasoft. It is updated weekly to retrieve the most recent OpenStreetMap elements. Fields prefixed with 'meta_' are additional information produced by ODS. These include data about the history of elements as well as their administrative divisions. Other fields are based on the [Geodatamine] implementation. ## Tags The OSM tags used to extract this data are: * tourism with values 'hotel', 'hostel', 'chalet', 'apartment', 'camp_site', 'guest_house', 'wilderness_hut', 'motel', 'alpine_hut' or 'caravan_site' * opening_hours for opening hours * name and operator for the accommodation name and brand name * rooms and beds for the number of rooms and beds * stars for the star rating * internet_access to know if there is Internet access * fee to know if the place is paid Please note that this list is not exhaustive.
Food Services - Australia - OSM data

This dataset geolocates food service establishments in Australia, such as restaurants, fast food, bars, cafes, etc. It is based on OpenStreetMap data, which is then compiled and processed by Opendatasoft. It is updated weekly to retrieve the most recent OpenStreetMap elements. Fields prefixed with 'meta_' are additional information produced by ODS. These include data about the history of elements as well as their administrative divisions. Other fields are based on the [Geodatamine] implementation. ## Tags The OSM tags used to extract this data are: * amenity with values 'bar', 'restaurant', 'fast_food', 'pub', 'cafe', 'food_court', 'ice_cream' or 'biergarten' * cuisine for cuisine types * diet:vegetarian and diet:vegan for vegetarian or vegan diet information * opening_hours for opening hours * delivery and takeaway for delivery or takeaway services * capacity for the number of seats * wheelchair for accessibility for people with reduced mobility * wikidata and brand:wikidata to retrieve Wikidata entities for the brand and franchise Please note that this list is not exhaustive.
Purschida d'abitaziuns da vacanzas ed alloschis collectivs tenor destinaziuns turisticas, dapi 2016

L'unitad da datas cuntegna indicaturs annuals davart il dumber d'abitaziuns da vacanzas explotadas commerzialmain* e davart ils alloschis collectivs** sco er davart ils letgs avant maun tenor tip d'alloschament e tenor destinaziun turistica, dapi l'onn 2016. Las datas sa basan sin la statistica da parahotelleria da l'Uffizi federal da statistica (UST). *Sco abitaziuns da vacanzas explotadas commerzialmain ston vegnir chapidas abitaziuns che vegnan purschidas sur in'organisaziun da distribuziun (p.ex. organisaziun turistica, plattafurma da reservaziun e.u.v.) per in'utilisaziun turistica (alloschament curt). **Sco alloschis collectivs valan d'ina vart manaschis che dattan en locaziun plazzas da durmir (letgs) en chombras collectivas. Er sco alloschis collectivs valan localitads che vegnan dadas en locaziun sco unitad e che servan ad alloschament da gruppas.
Sports Facilities - Australia - OSM data

This dataset geolocates sports facilities in Australia, such as stadiums, rugby fields, cricket grounds, etc. It is based on OpenStreetMap data, which is then compiled and processed by Opendatasoft. It is updated weekly to retrieve the most recent OpenStreetMap elements. Fields prefixed with 'meta_' are additional information produced by ODS. These include data about the history of elements as well as their administrative divisions. Other fields are based on the [Geodatamine] implementation. ## Tags The OSM tags used to extract this data are: * the leisure tag values can be 'stadium', 'sports_centre', 'track', 'pitch', 'horse_riding', 'swimming_pool', 'fitness_station', 'golf_course' * the landuse tag values can be 'recreation_ground' Please note that this list is not exhaustive.
LCT Connections Data SPD

The LCT Connections Data SPD dataset provides an aggregated view of Low Carbon Technology (LCT) connections under 1 MW across the SP Energy Networks (SPEN) distribution network, reported at Primary Substation level. The dataset is derived by linking Metered Service Terminations (MSTs) which hold information for LCT connections to their upstream network hierarchy to assign each connection to a corresponding Primary Substation. The dataset provides: * Primary Substation identifiers (name and ENID) * Aggregated LCT demand and generation metrics To support consistent reporting and minimise data sparsity: Common technologies (e.g. EV, solar PV, battery storage) are reported as individual categories Less prevalent technologies are grouped into standardised categories (e.g. Generation Other, Demand Other, Generation Wind) All values are reported in kW. The dataset is updated on a biannual basis. ### Disclaimer Whilst all reasonable care has been taken in the preparation of this data, SP Energy Networks does not accept any responsibility or liability for the accuracy or completeness of this data, and is not liable for any loss that may be attributed to the use of this data. For the avoidance of doubt, this data should not be used for safety critical purposes without the use of appropriate safety checks and services e.g. LineSearchBeforeUDig etc. Please raise any potential issues with the data which you have received via the feedback form available at the Feedback tab above (must be logged in to see this). This dataset does not represent full network capacity as it only includes LCT connections under 1 MW and should not be used in isolation for capacity assessments.
Shops, Crafts, Offices - Australia - OSM data

This dataset geolocates shops, craftsmen and offices in Australia. For example, pharmacies, travel agencies, clothing stores, etc. It is based on OpenStreetMap data, which is then compiled and processed by Opendatasoft. It is updated weekly to retrieve the most recent OpenStreetMap elements. Fields prefixed with 'meta_' are additional information produced by ODS. These include data about the history of elements as well as their administrative divisions. Other fields are based on the [Geodatamine] implementation. ## Tags The OSM tags used to extract this data are: * amenity with values such as 'pharmacy', 'restaurant', 'bar', 'cafe', 'cinema', 'nightclub', 'bank', 'fuel', ... and the shop tag not null or office with values such as 'insurance', 'travel_agent', 'moving_company' * name for the shop name, brand for the brand * opening_hours for opening hours * wheelchair for accessibility for people with reduced mobility * wikidata or brand:wikidata to retrieve the Wikidata entity of the shop or brand Please note that this list is not exhaustive.
Dumonda per la parahotellaria, dapi l'onn 2016

L'unitad da datas cuntegna il dumber annual da las arrivadas e da las pernottaziuns en la parahotellaria dapi l'onn 2016. Ella è dividida tenor tips d'alloschament (abitaziuns da vacanzas, alloschis collectivs, campadis) e tenor tips da giasts (persunas indigenas, persunas estras). Las datas sa refereschan als chantuns Grischun, Tessin, Vallais e Berna e derivan da la statistica da parahotelleria da l'Uffizi federal da statistica (UST).
Parking Areas - Australia - OSM data

This dataset geolocates parking areas and parking spaces in Australia for all types of vehicles (car, motorcycle, bicycle). It also lists carpooling areas. It is based on OpenStreetMap data, which is then compiled and processed by Opendatasoft. It is updated weekly to retrieve the most recent OpenStreetMap elements. Fields prefixed with 'meta_' are additional information produced by ODS. These include data about the history of elements as well as their administrative divisions. Other fields are based on the [Geodatamine] implementation. ## Tags The OSM tags used to extract this data are: * amenity with values such as 'parking', 'parking_space', 'bicycle_parking', 'car_sharing', 'motorcycle_parking' with non-empty access that doesn't have the value 'no' or 'private' * capacity for the number of spaces * fee to know if the place is paid * possible values of the parking tag such as 'surface', 'underground', 'multi-storey' to know the type of structure Please note that this list is not exhaustive.