AndreaBozzo/ceres-open-data-index huggingface dataset:
Output Area (2021) to PARNCP to LAD to RGN to CTRY (December 2025) Best Fit Lookup in EW

<p><span style='background-color:rgb(255,255,255); color:rgb(0,0,0); font-family:Lato, &quot;Avenir Next&quot;; font-size:18px;'><span style='border:0px solid currentcolor; box-sizing:border-box; font-style:normal; font-variant-caps:normal; font-variant-ligatures:normal; font-weight:400; letter-spacing:normal; line-height:1.5; text-align:start; text-decoration-color:initial; text-decoration-style:initial; text-indent:0px; text-transform:none; word-spacing:0px;'>This file is a best fit lookup between Output Areas (2021), Civil Parishes/Non-Civil Parished Areas, Local Authorities, Counties/Unitary Authorities, Regions and Country in England and Wales as at&nbsp;31st December 2025&nbsp; (File Size - 25 MB)</span></span><br />&nbsp;</p><p><span style='color:rgb(0,0,0); font-family:Lato, &quot;Avenir Next&quot;; font-size:18px;'><span style='border:0px solid currentcolor; box-sizing:border-box; line-height:1.5;'>Field Names - OA21CD, PARNCP25CD, PARNCP25NM, PARNCP25NMW, LAD25CD, LAD25NM, LAD25NMW, CTYUA25CD, CTYUA25NM, CTYUA25NMW, RGN25CD, RGN25NM, RGN25NMW, CTRY25CD, CTRY25NM, CTRY25NMW,&nbsp;</span></span></p><div style='background-color:rgb(255, 255, 255); border:0px solid currentcolor; box-sizing:border-box; color:rgb(74, 74, 74); font-family:&quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px; font-style:normal; font-variant-caps:normal; font-variant-ligatures:normal; font-weight:400; letter-spacing:normal; line-height:1.5; text-align:start; text-decoration-color:initial; text-decoration-style:initial; text-indent:0px; text-transform:none; word-spacing:0px;'><div style='border:0px solid currentcolor; box-sizing:border-box; font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px; line-height:1.5;'><div style='border:0px solid currentcolor; box-sizing:border-box; font-family:inherit; line-height:1.5;'><span style='color:rgb(0,0,0); font-family:Lato, &quot;Avenir Next&quot;; font-size:18px;'><span style='border:0px solid currentcolor; box-sizing:border-box; line-height:1.5;'>Field Types - Text, Text, Text, Text, Text,Text, Text, Text, Text, Text,Text, Text, Text, Text, Text,Text,&nbsp;</span></span></div><div style='border:0px solid currentcolor; box-sizing:border-box; font-family:inherit; line-height:1.5;'><span style='color:rgb(0,0,0); font-family:Lato, &quot;Avenir Next&quot;; font-size:18px;'><span style='border:0px solid currentcolor; box-sizing:border-box; line-height:1.5;'>Field Lengths - 9, 9, 66, 42, 9, 35, 24, 9 35, 24, 9, 24, 5, 9, 7, 6,</span></span></div></div></div>

Tags: 2021, 2024, CTYUA, Counties, Counties and Unitary Authorities, Country, County, DEC_2025, England and Wales, LAD, LTLA, LUP_BFT, LUP_OA_2021_PARNCP_LAD, Local Authority, Local Authority Districts, Lower Tier Local Authority, NCP, OA, OA21, Output Areas, PAR, Parish and Non Civil Parished Areas, Parishes, Parishes and Non-Civil Parished Areas, RGN, Region, Regions, Upper Tier Local Authorities
Organization: Office for National Statistics
LSOA (2021) to SICBL to ICB to Cancer Alliances to LAD (April 2025) Lookup in EN

<p><span style='background-color:rgb(255,255,255); color:rgb(0,0,0); font-family:Lato, &quot;Avenir Next&quot;; font-size:18px;'><span style='border:0px solid currentcolor; box-sizing:border-box; font-style:normal; font-variant-caps:normal; font-variant-ligatures:normal; font-weight:400; letter-spacing:normal; line-height:1.5; text-align:start; text-decoration-color:initial; text-decoration-style:initial; text-indent:0px; text-transform:none; word-spacing:0px;'>This file is a lookup between LSOA (2021), Sub Integrated Care Board Locations (SICBL), Integrated Care Boards (ICB), Cancer Alliances (CAL) and local authority districts (LAD)&nbsp;in England as at 1 April 2025. (File size - 6.7MB).&nbsp;</span></span><br /><br /><span style='background-color:rgb(255,255,255); color:rgb(0,0,0); font-family:Lato, &quot;Avenir Next&quot;; font-size:18px;'><span style='border:0px solid currentcolor; box-sizing:border-box; font-style:normal; font-variant-caps:normal; font-variant-ligatures:normal; font-weight:400; letter-spacing:normal; line-height:1.5; text-align:start; text-decoration-color:initial; text-decoration-style:initial; text-indent:0px; text-transform:none; word-spacing:0px;'>Field Names - LSOA21CD, LSOA21NM, SICBL25CD, SICBL25CDH, SICBL25NM, ICB25CD, ICB25CDH, ICB25NM, CAL25CD, CAL25NM, LAD25CD, LAD25NM</span></span><br /><span style='background-color:rgb(255,255,255); color:rgb(0,0,0); font-family:Lato, &quot;Avenir Next&quot;; font-size:18px;'><span style='border:0px solid currentcolor; box-sizing:border-box; font-style:normal; font-variant-caps:normal; font-variant-ligatures:normal; font-weight:400; letter-spacing:normal; line-height:1.5; text-align:start; text-decoration-color:initial; text-decoration-style:initial; text-indent:0px; text-transform:none; word-spacing:0px;'>Field Types - Text, Text, Text, Text, Text, Text, Text, Text, Text, Text, Text, Text</span></span><br /><span style='background-color:rgb(255,255,255); color:rgb(0,0,0); font-family:Lato, &quot;Avenir Next&quot;; font-size:18px;'><span style='border:0px solid currentcolor; box-sizing:border-box; font-style:normal; font-variant-caps:normal; font-variant-ligatures:normal; font-weight:400; letter-spacing:normal; line-height:1.5; text-align:start; text-decoration-color:initial; text-decoration-style:initial; text-indent:0px; text-transform:none; word-spacing:0px;'>Field Lengths - 9, 40, 9, 3, 65, 9, 3, 77, 9, 45, 9, 35</span></span></p>

Tags: 2025, CAL, Cancer Alliances, England, ICB, Integrated Care Boards, LAD, LUP_EXACT_LSOA21_SICBL_ICB_CAL, LUP_LSOA_SICBL_ICB, LUP_LSOA_SICBL_ICB_CAL, Local Authority, SICBL, Sub ICB Locations, Sub Integrated Care Board Locations
Organization: Office for National Statistics
Bristol City Council Land and Building Assets

This dataset comprises all land and building assets owned, used and/or managed by Bristol City Council, with the exception of individual social housing units, in accordance with the requirements of the Local Government Transparency Code 2014.

This is the first annual update of this dataset, the first version having been published in January 2015.  As was the case with the original version, it may contain some errors and omissions (particularly with regard to some Council Housing assets which it has still not been possible to include while excluding all individual housing units, as well as the existence of some ground leases which have been difficult or impossible to identify from our database). Some improvements have been made with regard to the accuracy of the data, but we are still striving to correct and improve the data so that future submissions will be increasingly more accurate.

Organization: Bristol City Council
Forestry England Management Coupes

This dataset shows management coupes on the Nations Forests. These are areas of intended management and may not be implemented.  The feature description field indicates the probable silvicultural system in use.  A related layer is restocking coupes which show what happens to the area after management has taken place. Attribution statement: © Forestry Commission copyright and/or database right 2026. All rights reserved.  Contains OS data © Crown copyright and database right 2026.

Tags: England, Habitats and biotopes, Woodland, environment, forest management, forestry, living environment
Organization: Forestry Commission
FCA: Whistleblowing quarterly data 2025 Q4

The data shows the number of new whistleblowing reports the FCA received between October and December 2025, and existing reports closed during this period.

The FCA assess every whistleblowing case it receives that falls within the FCA's remit, to inform its work and help it identify actual or potential harm. This could be harm to consumers, to markets, to the UK economy or to wider society.

The Whistleblowing team receives reports by telephone, email, its online reporting form, and post. In Q4 2025, October and December 2025, the FCA received 281 reports containing 788 allegations in total.

Organization: Financial Conduct Authority (FCA)
Brownfield Land Register

The brownfield land register includes all previously developed land considered suitable, available and achievable for residential development. The register is updated at least annually. The brownfield land register comprises 
•	Brownfield sites that have been granted planning permission and are either under construction or not started
•	Brownfield sites that are allocated in adopted Local Plans or made Neighbourhood Plans
•	Brownfield sites identified in Strategic Housing and Economic Housing Land Availability Assessments that have been assessed as being suitable, available and achievable for housing. It should be noted that inclusion of a site on the register does not imply that planning permission would be granted for residential use. Any planning application would be considered in relation to relevant planning policies and other material considerations. 

Organization: East Suffolk Council
Sites of Biological Importance (SBI), also known as LWS, in Greater Manchester

*UPDATED FEBRUARY 2026*

Greater Manchester Ecology Unit (GMEU) operates the SBI register for, and on behalf of, the ten Local Authorities that comprise Greater Manchester. This dataset contains all current SBI boundaries (based upon the 2023 review season), including the name of each site and its defining features. SBIs are Greater Manchester's equivalent to Local Wildlife Sites (LWS).

SBIs are non-statutory areas of substantive nature conservation importance within the county of Greater Manchester. The SBI system is designed to establish and highlight to planners, landowners and site managers where areas of high biodiversity interest occur so that appropriate decisions on planning applications, land use and land management can be made.

Full SBI citations, including site descriptions, statistics and grading information can be purchased from GMLRC if required.

Organization: Greater Manchester Ecology Unit
National Lung Cancer Audit State of the Nation Report 2026

The National Lung Cancer Audit (NLCA) evaluates how the care received by people diagnosed with lung cancer in England and Wales compares with recommended practice and provides information that supports healthcare providers, commissioners, and regulators to improve the care for patients. The NLCA reports a set of process and outcome measures that cover important aspects of the care pathway for people diagnosed with lung cancer. In the NLCA State of the Nation report 2026, we give an overview of the patterns of care and outcomes for 39,409 people diagnosed with lung cancer in England in 2024. A separate section provides describes results for 2,135 people diagnosed in Wales in 2024. The report describes summarises the performance of lung cancer services in 2024 and compares this to the situation in 2021, 2022 and 2023.

Organization: Healthcare Quality Improvement Partnership
Correlation of the Cretaceous exposures of East Antrim

PROJECT DETAILS ONLY - NO DATA. The main project of this study has been the analysis of all the Cretaceous deposits exposed in East Antrim. This has been attempted with a view to determining the stratigraphical sequence of both the rock units and the geological events.

Tags: Field geology, NERC_DDC, Regional geology, Sedimentary environments
Organization: British Geological Survey (BGS)
Mining Remediation Authority abandoned coal mine plans collection

The dataset comprises of the plans of abandoned coal mines in Great Britain deposited with the Mining Remediation Authority (MRA) and held on behalf of the Health and Safety Executive in line with the 1872 Coal Mines Regulation Act and Metalliferous Mines Regulation Act. The physical plans are held by the MRA and a digital copy of the index to and scans of these plans was deposited to the British Geological Survey (BGS) for delivery through the BGS mine plans viewer. BGS also holds an incomplete disaster recovery copy of the microfiche of the statutory mine abandonment plans for the MRA.

Tags: Coal, Economic geology, Mine planning, Mine shafts, Minerals, Mines, Mining, NERC_DDC
Organization: British Geological Survey (BGS)
Priority 2 Gritting Routes

<div style='text-align:Left;'><div><div><p><span>Gritting is the spreading of rock salt on the highway to prevent it freezing in cold weather. We grit the highway to help minimise travel disruption and keep the flow of traffic moving along.</span></p><p><a href='https://www.bradford.gov.uk/media/4418/highwaymaintenancewinterserviceoperationalplan.pdf' rel='nofollow ugc'><span>More information </span></a></p></div></div></div>

Tags: Environment, Gritting, Highways, Transportation, Winter
Organization: City of Bradford Metropolitan District Council
Property Vacancy Rates by Parliamentary Constituency and Sector

These tables relate to properties recorded as vacant on the Land & Property Services (LPS) rating system. The information provided is at a point in time and the tables are updated annually.

This data is provided by Domestic*, Non-Domestic and overall totals. Mixed properties (a property that is a mix of Domestic and Non-Domestic) are included within the Non-Domestic totals.

Rating legislation does not require ratepayers to notify LPS on changes to Domestic property occupancy in all circumstances therefore, the numbers presented may not accurately reflect all vacant properties in each Parliamentary Constituency.

As the rating system does not hold Parliamentary Constituency, properties have to be mapped to the relevant geography and only properties on the valuation list that have valid mapping information are included.

All properties types are included, e.g. Caravans, Domestic Garages, Domestic Stores, Car Parking Spaces, Shops, Offices, Warehouses, ATMs etc.

*Note, the Domestic property numbers provided in these tables are counted differently from the Housing Stock figures for Northern Ireland because Caravans, Domestic Garages, Domestic Stores, Car Parking Spaces are included in this Domestic property count and Mixed properties are excluded.

Figures are subject to revision as mapping information is subject to continuous review.

Tags: LPS, Property, vacant
Organization: OpenDataNI
Collection of x-ray diffraction films and x-ray diffractograms from the clay fractions extracted from the sedimentary strata of the British Isles.

The C V Jeans collection of x-ray diffraction films and x-ray diffractograms form the basis of my investigations into the clay minerals stratigraphy of the Cretaceous, Jurassis, Permo-Triassic and Old Red Sandstone strata of the British Isles. It covers the period from 1965 to 2006 and involved both my own private research as well as investigations carried out for clients

Tags: Clay mineralogy, NERC_DDC, NGDC Deposited Data
Organization: British Geological Survey (BGS)
Smoke Control Order

<p><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>Smoke Control Order</span></p>

Tags: environment
Organization: Gedling Borough Council
LDNPA Article 4 directions

This dataset comprises polygons representing areas, within the Lake District National Park, that are subject to Article 4 directions.

Article 4 directions revoke the planning permission granted by the Town and Country Planning (General Permitted Development) Order 1995 as amended, typically in part, and therefore require planning applications to be submitted in circumstances which would otherwise be permitted development (i.e. the development could normally be carried out without an application).

Article 4 directions are often made in Conservation Areas to encourage the retention of high quality architectural features and to preserve and enhance the character and appearance of the built heritage. 

Tags: Administrative units, administration, national_park
Organization: Lake District National Park Authority
NPCA State of the Nation Report 2025

The National Prostate Cancer Audit (NPCA) evaluates patterns of care and outcomes and reports on diagnosis, treatment and outcomes for men diagnosed with prostate cancer in England and Wales. This second publication of the NPCA State of the Nation report in 2025 reflects the move to the National Cancer Audit Collaborating Centre (NATCAN) reporting cycle. 

The NPCA derives its indicators using information that is routinely collected by the NHS as part of the care and support given to men diagnosed with prostate cancer, rather than data collected specifically for the Audit. For men diagnosed or treated in England, the data are collated, maintained and quality assured by NHS England’s National Disease Registration Service (NDRS). For men diagnosed or treated in Wales, data are provided by Wales Cancer Network (WCN) using the Cancer Network Information System Cymru (CaNISC) or Cancer Dataset Form (CDF).

We use the National Cancer Registration Dataset (NCRD) for England, which is considered the ‘gold standard’ because it draws data from various sources. It also benefits from enhanced data processing by cancer registration officers and follow-up from NHS hospital trusts. NCRD data is currently available for patients diagnosed up to December 2022. The Rapid Cancer Registration Dataset (RCRD) includes proxy tumour registrations, providing more up-to-date data but with less 
accuracy than the NCRD. The RCRD is used in the NPCA Data Dashboard, updated quarterly, and in section 4 of this report. Data were impacted by the COVID-19 pandemic and so will be atypical to some degree during 2020-21.

We present results from eight key performance indicators (PIs) in the management of prostate cancer, as well as the variation in performance among providers in England and Wales. For the first time, we report the proportion of men with metastatic disease who receive systemic treatment intensification (PI4a and PI4b) and report the proportion of genitourinary complications occurring after radiotherapy to the prostate, with or without pelvic lymph nodal radiation (PI8).

Please refer to the NPCA methodology supplement for comprehensive details regarding this report’s data sources and methodology. Additional supplementary materials, including a glossary of technical terms, an appendix, an action plan template, a patient and public-friendly summary, details of our outlier process and each NHS provider’s results for data completeness and performance indicators, are available on the NPCA State of the Nation report 2025 webpage.

Organization: Healthcare Quality Improvement Partnership
Organogram of Staff Roles & Salaries

Organogram (organisation chart) showing all staff roles. Names and salaries are also listed for the Senior Civil Servants.

Organogram data is released by all central government departments and their agencies since 2010. Snapshots for 31st March and 30th September are published by 6th June and 6th December each year. The published data is validated and released in CSV format and OGL-licensed for reuse. For more information about this series, see: http://guidance.data.gov.uk/organogram-data.html

Organization: Department for Environment, Food and Rural Affairs
Organogram of Staff Roles & Salaries

Organogram (organisation chart) showing all staff roles. Names and salaries are also listed for the Senior Civil Servants.

Organogram data is released by all central government departments and their agencies since 2010. Snapshots for 31st March, 30th June, 30th September and 31 December  will be published. The published data is validated and released in CSV format and OGL-licensed for reuse. For more information about this series, see: http://guidance.data.gov.uk/organogram-data.html

Organization: Environment Agency
Mountain Hare Percentage

This dataset shows the percentage of each 10x10 km squares in Scotland with mountain hares present during a questionnaire survey of estates, undertaken in 2006 and 2007. Although the data are now quite old (and the survey has since been repeated by GWCT), the map does indicate in general terms those parts of the country with the greatest hare abundance. While some changes are likely since 2007, the overall picture is not considered to have changed much. The map can be used as a starting point for indicating those areas where mountain hares are most likely to be encountered (and vice versa).

Tags: abundance, moorland, mountain hare, peatland
Organization: Scottish Government SpatialData.gov.scot
Young Trees Map England

The Young Trees map was funded by DEFRA through the Natural Capital and Ecosystem Assessment (NCEA) programme.  The young trees mapping project developed a machine learning methodology using remote sensing to identify restocked stands where saplings persist in healthy numbers. The approach uses an eight-year timeframe since planting, crucial for verifying government grant compliance. Automating this methodology ensures easy replication and model transferability across years by training on multi-year data, making it resilient to climatic variations. 
Validation has confirmed the model’s accuracy, recommending high-confidence thresholds for restock classification. In the future, integration with the National Forest Inventory will enhance woodland mapping, accelerating updates and improving national indicators for forest extent and connectivity.

The aim of the young trees mapping project was to develop a machine learning methodology using remote sensing data, to identify stands where trees have been planted and saplings persist in healthy numbers. This was conducted within restock contexts across a specific timeframe, currently eight years since planting. This timeframe is significant because funding provided by government grants for planting can be reclaimed if it can be demonstrated that the funding has not been utilised by the landowner. Furthermore, the restock status of clearfell polygons has the potential to improve the accuracy of extent and connectivity environmental indicators developed as part of the Tree Health Resilience Strategy (THRS).
The aim of this part of the project was to automate the methodology in such a way that it can be easily replicated, and to make the model transferable across years. Specifically, to train the model using multiple years of data, which makes the model agnostic to variable annual climactic conditions. The model is both robust and accurate, as demonstrated by the validation. It is recommended that only polygons with over 95% and under 5% confidence are treated as restocked or not restocked with any certainty. Outside of these limits confidence scores are only indicative of the restock status.
In the future, the model is likely to be implemented as part of the National Forest Inventory (NFI) woodland map creation procedure. This will result in accelerated turnover of polygon labels from clearfell to young trees, where appropriate and will provide an important improvement to a national indicator for woodland extent and connectivity.
 Attribution statement: © Forestry Commission copyright and/or database right 2024. All rights reserved. 

Tags: England, Imagery, NCEA, New planting, environment, remote sensing, restocking, satellite, timber
Organization: Forestry Commission