41 datasets found
  1. f

    Datasheet1_FLAP: a framework for linking free-text addresses to the Ordnance...

    • frontiersin.figshare.com
    pdf
    Updated Nov 28, 2023
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    Huayu Zhang; Arlene Casey; Imane Guellil; Víctor Suárez-Paniagua; Clare MacRae; Charis Marwick; Honghan Wu; Bruce Guthrie; Beatrice Alex (2023). Datasheet1_FLAP: a framework for linking free-text addresses to the Ordnance Survey Unique Property Reference Number database.pdf [Dataset]. http://doi.org/10.3389/fdgth.2023.1186208.s001
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    pdfAvailable download formats
    Dataset updated
    Nov 28, 2023
    Dataset provided by
    Frontiers
    Authors
    Huayu Zhang; Arlene Casey; Imane Guellil; Víctor Suárez-Paniagua; Clare MacRae; Charis Marwick; Honghan Wu; Bruce Guthrie; Beatrice Alex
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    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.

  2. ONS UPRN Directory (April 2025) (Epoch 117)

    • hub.arcgis.com
    • geoportal.statistics.gov.uk
    Updated Apr 22, 2025
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    Office for National Statistics (2025). ONS UPRN Directory (April 2025) (Epoch 117) [Dataset]. https://hub.arcgis.com/datasets/177dd4cf913346fcb139a928ebc7c66b
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    Dataset updated
    Apr 22, 2025
    Dataset authored and provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    Area covered
    Description

    This file contains the ONS UPRN Directory (ONSUD) for Great Britain as at April 2025. The ONSUD relates the Unique Property Reference Number (UPRN) for each GB address from AddressBase® Epoch 117 to a range of current statutory administrative, electoral, health and other statistical geographies. The ONSUD is produced by ONS Geography, who provide geographic support to the Office for National Statistics (ONS) and geographic services used by other organisations. The ONSUD 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 - 492 MB)

  3. National Statistics UPRN Lookup (April 2025) (Epoch 117)

    • geoportal.statistics.gov.uk
    • arc-gis-hub-home-arcgishub.hub.arcgis.com
    Updated Apr 22, 2025
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    Office for National Statistics (2025). National Statistics UPRN Lookup (April 2025) (Epoch 117) [Dataset]. https://geoportal.statistics.gov.uk/datasets/99dfb95bc23149209dc714eb1751360e
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    Dataset updated
    Apr 22, 2025
    Dataset authored and provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    Area covered
    Description

    This file contains the National Statistics UPRN Lookup (NSUL) for Great Britain as at April 2025. The NSUL relates the Unique Property Reference Number (UPRN) for each GB address from AddressBase® Epoch 117 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 – 476 MB)Version 1.1 to correct missing RUC21IND values. [Updated 22/04/2025 16:38]

  4. a

    UPRN to school catchment seedcode lookup tables

    • hub.arcgis.com
    • data.dundeecity.gov.uk
    Updated Nov 8, 2024
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    DCC Public GIS Portal (2024). UPRN to school catchment seedcode lookup tables [Dataset]. https://hub.arcgis.com/datasets/8790bb869f1b4f609a8e24dd28c1feba
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    Dataset updated
    Nov 8, 2024
    Dataset authored and provided by
    DCC Public GIS Portal
    Description

    WARNINGThis data is provided here for specialist users only. The same information is available in a much more user-friendly format in the Services near me page on the main council website, and anyone interested in enrolling a child in school should see the page on Enrolment in Primary and Secondary Schools in DundeePurposeThese files are intended to be downloaded and used within systems such as SEEMIS that have access to a separate source of address information such as the Council's Corporate Address Gazetteer (CAG), One Scotland Gazetteer (OSG) or Ordnance Survey AddressBase.DescriptionThis collection includes the following files:Dundee_UPRN_SEED_lookup_all.csvDundee_UPRN_SEED_lookup_all_primary.csv - required for use in SEEMISDundee_UPRN_SEED_lookup_all_secondary.csv - required for use in SEEMISDundee_UPRN_SEED_lookup_denom_primary.csvDundee_UPRN_SEED_lookup_denom_secondary.csvDundee_UPRN_SEED_lookup_non_denom_primary.csvDundee_UPRN_SEED_lookup_non_denom_secondary.csvSchema.ini - explicitly sets UPRN datatype to text (with preceding zeroes) for use in excelOnly files 2 & 3 are required for use in SEEMIS. The other files are produced by the same process and are provided here in case they are useful. The combined files (1-3) will contain multiple records for each address. The remaining files (4-7) contain just one record for each address. Each file contains just two columnsUPRN - the Unique Property Reference Number of each address in DundeeSEED - the seedcode of the school catchment that the address is within Both columns are qualified with double quotes and separated with a comma. UPRNs are Unique Property Reference Numbers, as used in the Council's Corporate Address Gazetteer (CAG), the One Scotland Gazetteer (OSG) Or the Ordnance Survey AddressBase products.. For more information please see www.osg.scotSeedcodes are unique identifiers for Scottish Schools. A full list can be found at https://www.gov.scot/publications/school-contact-details/This collection is updated each night with the latest UPRNs from the Council's Corporate Address Gazetteer (CAG). SEED codes are taken from the Council's current catchment boundaries layer ("SchoolsAndCatchments - Current") which is updated as required. This typically happens around October or November before enrolment starts for the next school year each year. The data may therefore reflect the catchments that are due to take effect at the start of the next school year. For more details on the catchment data please see the the Council's current catchment boundaries layer ("SchoolsAndCatchments - Current") This data can be combined with Ordnance Survey OpenUPRN data to visualise it on a map in GIS software such as ArcGIS or QGIS. Or alternatively see the separate "UPRNs with school catchments" layer.

  5. National Statistics UPRN Lookup (August 2017)

    • data.wu.ac.at
    • cloud.csiss.gmu.edu
    • +1more
    html
    Updated Jun 23, 2018
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    Office for National Statistics (2018). National Statistics UPRN Lookup (August 2017) [Dataset]. https://data.wu.ac.at/schema/data_gov_uk/ZmRjMjk5ZGItYWNhZi00OGMxLWExMWItYTllMjQ4YTc5MmJl
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    htmlAvailable download formats
    Dataset updated
    Jun 23, 2018
    Dataset provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Description

    (File Size – 376 MB) Click on the title for more details and to download the file.

  6. a

    ONS UPRN Directory (March 2019) User Guide

    • hub.arcgis.com
    • geoportal.statistics.gov.uk
    • +1more
    Updated Apr 17, 2019
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    Office for National Statistics (2019). ONS UPRN Directory (March 2019) User Guide [Dataset]. https://hub.arcgis.com/documents/cb1c0159499a4199953400dbd50996be
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    Dataset updated
    Apr 17, 2019
    Dataset authored and provided by
    Office for National Statistics
    License

    https://www.ons.gov.uk/methodology/geography/licenceshttps://www.ons.gov.uk/methodology/geography/licences

    Area covered
    Description

    This is the User Guide for the ONS UPRN Directory (ONSUD) for Great Britain as at March 2019. The ONSUD relates the Unique Property Reference Number (UPRN) for each GB address to a range of current geographies. (File Size - 281 KB)

  7. National Statistics UPRN Lookup (July 2017) User Guide

    • cloud.csiss.gmu.edu
    • data.europa.eu
    • +1more
    html, pdf
    Updated Dec 24, 2019
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    Office for National Statistics (2019). National Statistics UPRN Lookup (July 2017) User Guide [Dataset]. https://cloud.csiss.gmu.edu/uddi/dataset/national-statistics-uprn-lookup-july-2017-user-guide1
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    pdf, htmlAvailable download formats
    Dataset updated
    Dec 24, 2019
    Dataset provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    License

    http://reference.data.gov.uk/id/open-government-licencehttp://reference.data.gov.uk/id/open-government-licence

    Description

    This is the User Guide for the National Statistics UPRN Lookup (NSUL) for Great Britain as at July 2017. The NSUL relates the Unique Property Reference Number (UPRN) for each GB address to a range of current geographies via 'best-fit' allocation from 2011 output areas. (File Size - 304 KB)

  8. National Statistics UPRN Lookup (November 2019) User Guide

    • geoportal.statistics.gov.uk
    • data.gov.uk
    Updated Dec 6, 2019
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    Office for National Statistics (2019). National Statistics UPRN Lookup (November 2019) User Guide [Dataset]. https://geoportal.statistics.gov.uk/documents/ons::national-statistics-uprn-lookup-november-2019-user-guide-1/about
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    Dataset updated
    Dec 6, 2019
    Dataset authored and provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    License

    https://www.ons.gov.uk/methodology/geography/licenceshttps://www.ons.gov.uk/methodology/geography/licences

    Area covered
    Description

    This is the User Guide for the National Statistics UPRN Lookup (NSUL) for Great Britain as at November 2019. The NSUL relates the Unique Property Reference Number (UPRN) for each GB address to a range of current geographies via 'best-fit' allocation from 2011 output areas. (File Size - 197 KB)

  9. National Statistics UPRN Lookup (May 2018) User Guide

    • geoportal.statistics.gov.uk
    • data.europa.eu
    • +1more
    Updated May 2, 2018
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    Office for National Statistics (2018). National Statistics UPRN Lookup (May 2018) User Guide [Dataset]. https://geoportal.statistics.gov.uk/documents/365c7e456fd549d784287a5dc7f6ba13
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    Dataset updated
    May 2, 2018
    Dataset authored and provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    License

    https://www.ons.gov.uk/methodology/geography/licenceshttps://www.ons.gov.uk/methodology/geography/licences

    Area covered
    Description

    This is the User Guide for the National Statistics UPRN Lookup (NSUL) for Great Britain as at May 2018. The NSUL relates the Unique Property Reference Number (UPRN) for each GB address to a range of current geographies via 'best-fit' allocation from 2011 output areas. (File Size - 281 KB)

  10. National Statistics UPRN Lookup (May 2025) (Epoch 118)

    • geoportal.statistics.gov.uk
    Updated May 30, 2025
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    Office for National Statistics (2025). National Statistics UPRN Lookup (May 2025) (Epoch 118) [Dataset]. https://geoportal.statistics.gov.uk/datasets/674cb56dd05d442a9ffab195349a1e36
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    Dataset updated
    May 30, 2025
    Dataset authored and provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    Area covered
    Description

    This file contains the National Statistics UPRN Lookup (NSUL) for Great Britain as at May 2025. The NSUL relates the Unique Property Reference Number (UPRN) for each GB address from AddressBase® Epoch 118 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 – 486 MB)

  11. ONS UPRN Directory (April 2023)

    • geoportal.statistics.gov.uk
    • hub.arcgis.com
    Updated Apr 28, 2023
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    Office for National Statistics (2023). ONS UPRN Directory (April 2023) [Dataset]. https://geoportal.statistics.gov.uk/datasets/7d2f513cad894ee9acc08b64d24bb60a
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    Dataset updated
    Apr 28, 2023
    Dataset authored and provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    License

    https://www.ons.gov.uk/methodology/geography/licenceshttps://www.ons.gov.uk/methodology/geography/licences

    Area covered
    Description

    This file contains the ONS UPRN Directory (ONSUD) for Great Britain as at April 2023. The ONSUD relates the Unique Property Reference Number (UPRN) for each GB address from AddressBase® Epoch 100 to a range of current statutory administrative, electoral, health and other statistical geographies. The ONSUD is produced by ONS Geography, who provide geographic support to the Office for National Statistics (ONS) and geographic services used by other organisations. The ONSUD 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 - 489 MB)

  12. National Statistics UPRN Lookup (October 2024) (Epoch 113) User Guide

    • hub.arcgis.com
    • open-geography-portalx-ons.hub.arcgis.com
    Updated Oct 31, 2024
    + more versions
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    Office for National Statistics (2024). National Statistics UPRN Lookup (October 2024) (Epoch 113) User Guide [Dataset]. https://hub.arcgis.com/datasets/dca6c18fd276402190583342dda8643e
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    Dataset updated
    Oct 31, 2024
    Dataset authored and provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    Description

    This User Guide contains information about the NSUL including: directory content; data currency; the methodology for assigning areas to postcodes; data formats; data quality and limitations and details of recent changes that have impacted on the data. Various annexes and tables provide more detailed supporting information. The download includes PDF and ODT versions of the user guide. (File size - 386 KB)

  13. National Statistics UPRN Lookup (July 2024) (Epoch 111)

    • hub.arcgis.com
    • geoportal.statistics.gov.uk
    Updated Aug 6, 2024
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    Office for National Statistics (2024). National Statistics UPRN Lookup (July 2024) (Epoch 111) [Dataset]. https://hub.arcgis.com/datasets/5cc894923c89483a832576a066464ec1
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    Dataset updated
    Aug 6, 2024
    Dataset authored and provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    Area covered
    Description

    This file contains the National Statistics UPRN Lookup (NSUL) for Great Britain as at July 2024. The NSUL relates the Unique Property Reference Number (UPRN) for each GB address from AddressBase® Epoch 111 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 – 467 MB)

  14. g

    ONS UPRN Directory (June 2019) User Guide | gimi9.com

    • gimi9.com
    Updated Jun 15, 2019
    + more versions
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    (2019). ONS UPRN Directory (June 2019) User Guide | gimi9.com [Dataset]. https://gimi9.com/dataset/uk_ons-uprn-directory-june-2019-user-guide1
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    Dataset updated
    Jun 15, 2019
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Description

    🇬🇧 영국

  15. ONS UPRN Directory (June 2024) (Epoch 110)

    • geoportal.statistics.gov.uk
    Updated Jun 14, 2024
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    Office for National Statistics (2024). ONS UPRN Directory (June 2024) (Epoch 110) [Dataset]. https://geoportal.statistics.gov.uk/datasets/358cd49a28dd464db4cff7ea00863c46
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    Dataset updated
    Jun 14, 2024
    Dataset authored and provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    License

    https://www.ons.gov.uk/methodology/geography/licenceshttps://www.ons.gov.uk/methodology/geography/licences

    Area covered
    Description

    This file contains the ONS UPRN Directory (ONSUD) for Great Britain as at June 2024. The ONSUD relates the Unique Property Reference Number (UPRN) for each GB address from AddressBase® Epoch 110 to a range of current statutory administrative, electoral, health and other statistical geographies. The ONSUD is produced by ONS Geography, who provide geographic support to the Office for National Statistics (ONS) and geographic services used by other organisations. The ONSUD 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 - 499 MB)

  16. G

    GCC Annual energy consumption for heat use 2008 to 2012.

    • dtechtive.com
    • find.data.gov.scot
    csv
    Updated May 30, 2025
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    Glasgow City Council (uSmart) (2025). GCC Annual energy consumption for heat use 2008 to 2012. [Dataset]. https://dtechtive.com/datasets/39460
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    csv(0.0009 MB)Available download formats
    Dataset updated
    May 30, 2025
    Dataset provided by
    Glasgow City Council (uSmart)
    Description

    Heat makes up around half of all the energy we use and so efficient heat management is a major national focus for tackling fuel poverty, meeting environmental challenges and supporting our economy , for more background see Scotland's Heat Map (and the related item tab). Total annual energy consumption (kWh) and 5 year average for the corrected usage for open buildings in GCC estate from 2008 to 2012 .The fuel can be gas, electricity, gas-oil or coal and the year is calendar year. Location covers address, postcode and UPRN (Notes: except air quality units & heat pumps; also Cathkin landfill which is located outside GCC boundary has been assigned a temporary UPRN).For properties with 2 heating sources e.g. Daldowie Training Centre, only the primary source has been included. Data supplied: 2014-03-21 by Glasgow District Council Licence: None

  17. National Statistics UPRN Lookup (May 2022)

    • geoportal.statistics.gov.uk
    • hub.arcgis.com
    Updated Jun 6, 2022
    + more versions
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    Office for National Statistics (2022). National Statistics UPRN Lookup (May 2022) [Dataset]. https://geoportal.statistics.gov.uk/datasets/e75da94b5c7642ea920bba5e6a84baa7
    Explore at:
    Dataset updated
    Jun 6, 2022
    Dataset authored and provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    License

    https://www.ons.gov.uk/methodology/geography/licenceshttps://www.ons.gov.uk/methodology/geography/licences

    Area covered
    Description

    This file contains the National Statistics UPRN Lookup (NSUL) for Great Britain as at May 2022. The NSUL relates the Unique Property Reference Number (UPRN) for each GB address from AddressBase® Epoch 92 to a range of current statutory administrative, electoral, health and other statistical geographies via 'best-fit' allocation from 2011 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 – 521 MB)

  18. ONS UPRN Directory (January 2024)

    • geoportal.statistics.gov.uk
    • arc-gis-hub-home-arcgishub.hub.arcgis.com
    Updated Feb 5, 2024
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    Office for National Statistics (2024). ONS UPRN Directory (January 2024) [Dataset]. https://geoportal.statistics.gov.uk/datasets/e6fb2bdc9f2c43d8a9300159a6997010
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    Dataset updated
    Feb 5, 2024
    Dataset authored and provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    License

    https://www.ons.gov.uk/methodology/geography/licenceshttps://www.ons.gov.uk/methodology/geography/licences

    Area covered
    Description

    This file contains the ONS UPRN Directory (ONSUD) for Great Britain as at January 2024. The ONSUD relates the Unique Property Reference Number (UPRN) for each GB address from AddressBase® Epoch 106 to a range of current statutory administrative, electoral, health and other statistical geographies. The ONSUD is produced by ONS Geography, who provide geographic support to the Office for National Statistics (ONS) and geographic services used by other organisations. The ONSUD 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 - 495 MB)

  19. National Statistics UPRN Lookup (December 2017) User Guide

    • hub.arcgis.com
    • geoportal.statistics.gov.uk
    • +1more
    Updated Dec 19, 2017
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    Office for National Statistics (2017). National Statistics UPRN Lookup (December 2017) User Guide [Dataset]. https://hub.arcgis.com/documents/f3a82c249bcf4d7c91a6529e35427ec1
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    Dataset updated
    Dec 19, 2017
    Dataset authored and provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    License

    https://www.ons.gov.uk/methodology/geography/licenceshttps://www.ons.gov.uk/methodology/geography/licences

    Area covered
    Description

    This is the User Guide for the National Statistics UPRN Lookup (NSUL) for Great Britain as at December 2017. The NSUL relates the Unique Property Reference Number (UPRN) for each GB address to a range of current geographies via 'best-fit' allocation from 2011 output areas. (File Size - 202 KB)

  20. National Statistics UPRN Lookup (May 2017) User Guide

    • hub.arcgis.com
    • cloud.csiss.gmu.edu
    • +3more
    Updated May 16, 2017
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    Office for National Statistics (2017). National Statistics UPRN Lookup (May 2017) User Guide [Dataset]. https://hub.arcgis.com/documents/ons::national-statistics-uprn-lookup-may-2017-user-guide-1
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    Dataset updated
    May 16, 2017
    Dataset authored and provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    License

    https://www.ons.gov.uk/methodology/geography/licenceshttps://www.ons.gov.uk/methodology/geography/licences

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    Description

    This is the User Guide for the National Statistics UPRN Lookup (NSUL) for Great Britain as at May 2017. The NSUL relates the Unique Property Reference Number (UPRN) for each GB address to a range of current geographies via 'best-fit' allocation from 2011 output areas. (File Size - 306 KB)

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Huayu Zhang; Arlene Casey; Imane Guellil; Víctor Suárez-Paniagua; Clare MacRae; Charis Marwick; Honghan Wu; Bruce Guthrie; Beatrice Alex (2023). Datasheet1_FLAP: a framework for linking free-text addresses to the Ordnance Survey Unique Property Reference Number database.pdf [Dataset]. http://doi.org/10.3389/fdgth.2023.1186208.s001

Datasheet1_FLAP: a framework for linking free-text addresses to the Ordnance Survey Unique Property Reference Number database.pdf

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Dataset updated
Nov 28, 2023
Dataset provided by
Frontiers
Authors
Huayu Zhang; Arlene Casey; Imane Guellil; Víctor Suárez-Paniagua; Clare MacRae; Charis Marwick; Honghan Wu; Bruce Guthrie; Beatrice Alex
License

Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically

Description

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.

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