Context

UK pubs as open data, including pub name, address, position and local authority.

Content

• fsa_id
• name
• address
• postcode
• easting
• northing
• latitude
• longitude
• local_authority

fsa_id is the FSA's ID for the premises and allows you to link the pub to their Food Hygiene Ratings.

Acknowledgements

For latest version and documentation see the Open Pubs homepage.

Derived from the Food Standard Agency Food Hygiene Ratings database and licensed under their terms and conditions.

Local Authority field derived from the ONS Postcode Directory licensed under the OGL.

• Contains OS data © Crown copyright and database right 2016
• Contains Royal Mail data © Royal Mail copyright and database right 2016
• Contains National Statistics data © Crown copyright and database right 2016

Published and maintained by GetTheData.

Inspiration

Create mashups with other geocoded open datasets: Pubs/Bus Stop Mashup

Optimise pubcrawls: World's longest pub crawl: Maths team plots route between 25,000 UK boozers

IntroductionLinking free-text addresses to unique identifiers in a structural address database [the Ordnance Survey unique property reference number (UPRN) in the United Kingdom (UK)] is a necessary step for downstream geospatial analysis in many digital health systems, e.g., for identification of care home residents, understanding housing transitions in later life, and informing decision making on geographical health and social care resource distribution. However, there is a lack of open-source tools for this task with performance validated in a test data set.MethodsIn this article, we propose a generalisable solution (A Framework for Linking free-text Addresses to Ordnance Survey UPRN database, FLAP) based on a machine learning–based matching classifier coupled with a fuzzy aligning algorithm for feature generation with better performance than existing tools. The framework is implemented in Python as an Open Source tool (available at Link). We tested the framework in a real-world scenario of linking individual’s (n=771,588) addresses recorded as free text in the Community Health Index (CHI) of National Health Service (NHS) Tayside and NHS Fife to the Unique Property Reference Number database (UPRN DB).ResultsWe achieved an adjusted matching accuracy of 0.992 in a test data set randomly sampled (n=3,876) from NHS Tayside and NHS Fife CHI addresses. FLAP showed robustness against input variations including typographical errors, alternative formats, and partially incorrect information. It has also improved usability compared to existing solutions allowing the use of a customised threshold of matching confidence and selection of top n candidate records. The use of machine learning also provides better adaptability of the tool to new data and enables continuous improvement.DiscussionIn conclusion, we have developed a framework, FLAP, for linking free-text UK addresses to the UPRN DB with good performance and usability in a real-world task.

Comprehensive dataset of 14 Open universities in United Kingdom as of July, 2025. Includes verified contact information (email, phone), geocoded addresses, customer ratings, reviews, business categories, and operational details. Perfect for market research, lead generation, competitive analysis, and business intelligence. Download a complimentary sample to evaluate data quality and completeness.

This dataset provides an overview of properties with the Basic Land Property Unit classification of "Commercial" extracted from Stirling Council's Corporate Gazetteer. Data has not been verified against any rateable datasets held by the authority.Dataset Schema;Local Authority CodeLocal AuthorityPostcodeBLPU Code (Basic Land Property Unit Code)Primary DescriptionSecondary DescriptionTertiary DescriptionFull address data is the property of the One Scotland Gazetteer (OSG), Ordnance Survey (OS), and the Royal Mail.

Localities used in the Corporate Address Gazetteer for the generation of addresses.

This is the ONS Postcode Directory (ONSPD) for the United Kingdom as at February 2024 in Comma Separated Variable (CSV) and ASCII text (TXT) formats. This file contains the multi CSVs so that postcode areas can be opened in MS Excel. To download the zip file click the Download button. The ONSPD relates both current and terminated postcodes in the United Kingdom to a range of current statutory administrative, electoral, health and other area geographies. It also links postcodes to pre-2002 health areas, 1991 Census enumeration districts for England and Wales, 2001 Census Output Areas (OA) and Super Output Areas (SOA) for England and Wales, 2001 Census OAs and SOAs for Northern Ireland and 2001 Census OAs and Data Zones (DZ) for Scotland. It now contains 2021 Census OAs and SOAs for England, Wales and Northern Ireland. It helps support the production of area-based statistics from postcoded data. The ONSPD is produced by ONS Geography, who provide geographic support to the Office for National Statistics (ONS) and geographic services used by other organisations. The ONSPD is issued quarterly. (File size - 231 MB) Please note that this product contains Royal Mail, Gridlink, LPS (Northern Ireland), Ordnance Survey and ONS Intellectual Property Rights.

Abstract copyright UK Data Service and data collection copyright owner. This Special Licence Access dataset contains names and addresses from the Integrated Census Microdata (I-CeM) dataset for England and Wales for 1921. These data are made available under Special Licence (SL) access conditions due to commercial sensitivity. The anonymised main I-CeM database that complements these names and addresses is available under End User Licence access: SN 9281, Integrated Census Microdata (I-CeM), England and Wales, 1921. See the catalogue record for 9280 for details on how to access the EUL data. Further information about I-CeM can be found on the I-CeM Integrated Microdata Project and webpages.File formatThese data are available in delimited .txt format. Due to the size of the file, it has been zipped in '.7z' format to ease download delivery. The file can be easily unzipped using open-source 7-Zip software or similar packages. Users may need to take advice from their organisation's IT service. Main Topics: Address of census schedule and name of person completing census schedule, together with names of persons entered on census schedule. Also includes matching identifiers for the I-CeM database.

This Special Licence Access dataset contains names and addresses from the Integrated Census Microdata (I-CeM) dataset for England and Wales for 1921. These data are made available under Special Licence (SL) access conditions due to commercial sensitivity.

The anonymised main I-CeM database that complements these names and addresses is available under End User Licence access: SN 9281, Integrated Census Microdata (I-CeM), England and Wales, 1921. See the catalogue record for 9280 for details on how to access the EUL data.

Further information about I-CeM can be found on the "https://www.campop.geog.cam.ac.uk/research/projects/icem/"> I-CeM Integrated Microdata Project and webpages.

File format

These data are available in delimited .txt format. Due to the size of the file, it has been zipped in '.7z' format to ease download delivery. The file can be easily unzipped using open-source 7-Zip software or similar packages. Users may need to take advice from their organisation's IT service.

Comprehensive dataset of 34 Open air museums in United Kingdom as of July, 2025. Includes verified contact information (email, phone), geocoded addresses, customer ratings, reviews, business categories, and operational details. Perfect for market research, lead generation, competitive analysis, and business intelligence. Download a complimentary sample to evaluate data quality and completeness.

This dataset is part of the Geographical repository maintained by Opendatasoft. This dataset contains 'Code-Point Open': free and open postcode location data of Great Britain. They can be used for geographical analysis, simple route planning, asset management and much more.This dataset does not contain postcodes of Northern Ireland.Description of numeric values for the 'Positional Quality Indicator'10: Within the building of the matched address closest to the postcode mean determined automatically by Ordnance Survey20: As above but determined by visual inspection by National Records of Scotland (NRS).30: Approximate to within 50m of the true position (postcodes relating to developing sites may be within 100m of true position).40: The mean of the positions of addresses previously matched in PALF but which have subsequently been deleted or recoded (very rarely used).50:Estimated position based on surrounding postcode coordinates, usually to 100m resolution, but 10m in Scotland60: Postcode sector mean.90: No coordinates available.

The data gives the name, address, postcode, co-ordinates and enrolment data for schools in Northern Ireland. Further information regarding schools can be found on DE's website http://apps.education-ni.gov.uk/appinstitutes/default.aspx and ETI inspection reports on their website https://www.etini.gov.uk/

September 2017 OS Code-Point Open for Greater London and London boroughs are downloadable via the links below. OS Code-Point Open provides a National Grid coodinate for a point within each postcode unit (e.g. SE1 2AA) in Great Britain.There are approximately 1.6 million postcode units in the UK and each contains an average of 15 adjoining addresses. It also contains a number of columns of attributes which provide information about each postcode unit, including local authority area codes down to ward level and National Health Service. The geographic extent of the Code-Point dataset below has been limited to the Greater London area as well as extracts for the City of London and the 32 London boroughs individually. In addition to conventional CSV file format, the dataset is also available as ESRI shapefile format (.shp) for ease of use with Geographical Information Systems (GIS) for visualisation and further analysis. Key attributes: postcode unit, easting, northing, NHS health authority code and administrative codes Coverage: Greater London and 33 individual London borough. Format: Comma separated values (.csv) & Esri shapefile (.shp) External link: https://www.ordnancesurvey.co.uk/business-and-government/products/code-point-open.html

Code-Point Open is a dataset that contains postcode units, each of which have a precise geographical location. There are approximately 1.7 million postcode units in England, Scotland and Wales. Each postcode unit, such as KY12 8UP or PO14 2RS, contains an average of fifteen adjoining addresses. Northern Ireland postcodes are not available with Code-Point Open.

Land Registry Price Paid Data (PPD) have been published as open data since 2013. These data have been transformative for house price variation research in the UK as they are a comprehensive record of residential transactions at address level and cover the whole of England and Wales over a period dating back to 1995. Despite the utility of these data, a lack of attribute information relating to the properties, such as total floor area information, is identified as one of the major shortcomings of the PPD data. This means that the impacts of stock mix on broader price patterns cannot be fully accounted for. This research outlines one approach which addresses this deficiency by combining transaction information from the official open Land Registry Price Paid Data (PPD) with property size information form the official open Domestic Energy Performance Certificates (EPCs). A four-stage data linkage is created to generate a new linked dataset, representing 79% of the full market sales in the Land Registry PPD. This new linked dataset details 5,732,838 transactions in England and Wales between 2011 and 2019, along with each property's total floor area and the number of habitable rooms. Codes for other commonly used spatial units from Output Area to Local Authority are also included in the dataset. This offers greater flexibility for the exploration of house price variation in England and Wales at different spatial scales. The data collection includes the scripts used for linkage, as well as the resulting dataset.

Current residential house price variation research in the UK is limited by lack of an open and comprehensive house price database that contains both transaction price alongside dwelling attributes such as size. This research outlines one approach which addresses this deficiency in England and Wales through combining transaction information from the official open Land Registry Price Paid Data (PPD) and property size information form the official open Domestic Energy Performance Certificates (EPCs). A four-stage data linkage is created to generate a new linked data, representing 79% of the full market sales in Land Registry PPD. This new linked dataset offers greater flexibility for the exploration of house price (house price per square metre) variation in England and Wales at different spatial scales over postcode unit between 2011 and 2019.

National Library of Scotland Historic Maps APIHistorical Maps of Great Britain for use in mashups and ArcGIS Onlinehttps://nls.tileserver.com/https://maps.nls.uk/projects/api/index.htmlThis seamless historic map can be:embedded in your own websiteused for research purposesused as a backdrop for your own markers or geographic dataused to create derivative work (such as OpenStreetMap) from it.The mapping is based on out-of-copyright Ordnance Survey maps, dating from the 1920s to the 1940s.The map can be directly opened in a web browser by opening the Internet address: https://nls.tileserver.com/The map is ready for natural zooming and panning with finger pinching and dragging.How to embed the historic map in your websiteThe easiest way of embedding the historical map in your website is to copy < paste this HTML code into your website page. Simple embedding (try: hello.html):You can automatically position the historic map to open at a particular place or postal address by appending the name as a "q" parameter - for example: ?q=edinburgh Embedding with a zoom to a place (try: placename.html):You can automatically position the historic map to open at particular latitude and longitude coordinates: ?lat=51.5&lng=0&zoom=11. There are many ways of obtaining geographic coordinates. Embedding with a zoom to coordinates (try: coordinates.html):The map can also automatically detect the geographic location of the visitor to display the place where you are right now, with ?q=auto Embedding with a zoom to coordinates (try: auto.html):How to use the map in a mashupThe historic map can be used as a background map for your own data. You can place markers on top of it, or implement any functionality you want. We have prepared a simple to use JavaScript API to access to map from the popular APIs like Google Maps API, Microsoft Bing SDK or open-source OpenLayers or KHTML. To use our map in your mashups based on these tools you should include our API in your webpage: ... ...

Names, addresses, longitude and latitude of Pubs, bars and nightclubs rated as food premises by the Food Standards Agency Scotland (FSA). This data is not a comprehensive list, only a convenient way to identify their locations. There are no guarantees to currency, only that the premises existed on the rating date. Data extracted: 2014-02-14 from the complete FSA dataset Food Hygiene Information Scheme Rating Licence: None 2014-02-14-fsa-pubs.xlsx - https://dataservices.open.glasgow.gov.uk/Download/Organisation/d1be1dd4-092e-42e2-b5d0-fccd7898fd0f/Dataset/3ce09415-e434-44ad-b814-48ac91284408/File/855a6df9-ef94-4a28-9a27-ddb81406d674/Version/7efac658-3408-4840-9ae4-354f77b4ba8f

Explore historical ownership and registration records by performing a reverse Whois lookup for the email address it-networks@open.ac.uk..

This file contains the National Statistics UPRN Lookup (NSUL) for Great Britain as at February 2023. The NSUL relates the Unique Property Reference Number (UPRN) for each GB address from AddressBase® Epoch 99 to a range of current statutory administrative, electoral, health and other statistical geographies via 'best-fit' allocation from 2021 Census output areas (National Parks and Workplace Zones are exempt from 'best-fit' and use 'exact-fit' allocations). The NSUL is produced by ONS Geography, who provide geographic support to the Office for National Statistics (ONS) and geographic services used by other organisations. The NSUL is issued every 6 weeks and is designed to complement the Ordnance Survey AddressBase® product. For further technical information about this file, please refer to the User Guide document contained within the downloadable zip file. Please note that this product contains Royal Mail, Gridlink, Ordnance Survey and ONS Intellectual Property Rights. (File Size – 463 MB)