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Machine Learning

General ML benchmarks, tabular data, AutoML, recommendation systems, anomaly detection, evaluation suites

191,559 datasets

Machine Learning

Data Zones: Scottish Census Geography Names and Codes

Data Zones are the core geography for disseminating small area statistics in Scotland. This dataset from the Office for National Statistics provides the names and codes for these zones as of December 2011. It is licensed under OGL-UK-3.0 for open use.

GeospatialAdministrative GeographyScotlandCensus GeographyData Zones+1

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Machine Learning

Built-up Area to Region Lookup for England and Wales, December 2011

England and Wales administrative geography data from the Office for National Statistics. This lookup table likely contains mappings between built-up areas and their corresponding administrative regions. The dataset was last updated on the platform in July 2026.

TabularGeospatialEngland WalesAdministrative RegionsGeospatial LookupBuilt Up Area+1

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Machine Learning

Rural Urban Classification (2011) Map for Yorkshire and The Humber LSOAs

Office for National Statistics provides a PDF map showing the Rural Urban Classification (2011) for Lower Layer Super Output Areas (LSOAs) in the Yorkshire and The Humber region. The map file size is 999 KB. The dataset was last updated on 2026-07-08.

GeospatialUk RegionsLsoa BoundariesGeographic MappingRural Urban Classification+1

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Machine Learning

UK Wards: 2015 Names and Geospatial Codes

Wards (December 2015) Names and Codes in the United Kingdom provides a reference list of UK ward names and their associated administrative codes. The dataset is published by the Office for National Statistics under an Open Government Licence. It likely contains tabular data linking ward identifiers to their official names for use in geospatial and administrative analysis.

TabularGeospatialUk StatisticsUk WardsAdministrative BoundariesGeospatial CodesUk Administrative BoundariesWards+1

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Machine Learning

Lower Layer Super Output Areas Map for South East England, December 2011

A PDF map illustrates the boundaries of Lower Layer Super Output Areas (LSOAs) within the South East Region of England. The map is provided by the Office for National Statistics and reflects the administrative geography as of December 2011. The file size is 27 MB.

GeospatialGeographic BoundariesEngland RegionsAdministrative UnitsCensus Geography+1

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Machine Learning

Rural Urban Classification (2011) Map for LSOAs in the North West Region

A PDF map visualizes the Rural Urban Classification for Lower Layer Super Output Areas in the UK's North West Region. The Office for National Statistics produced this map, which was last updated on the platform in July 2026. The classification system is based on the 2011 census.

GeospatialUk StatisticsGeographic MappingAdministrative BoundariesRural Urban Classification+1

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Machine Learning

Rural Urban Classification Map for Welsh LSOAs (2011)

A PDF map visualizes the Rural Urban Classification (2011) for Lower Layer Super Output Areas (LSOAs) in Wales. The map was published by the Office for National Statistics and is licensed under OGL-UK-3.0. The platform record was last updated on 2026-07-08.

GeospatialAdministrative BoundariesRural Urban ClassificationGeospatial MapWales+1

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Machine Learning

Middle Layer Super Output Areas Map for North West England, December 2011

December 2011 is the reference date for this PDF map depicting Middle Layer Super Output Areas (MSOAs) in the North West Region of England. The map was published by the Office for National Statistics and is available under an OGL-UK-3.0 license. It is a 31 MB file providing a visual representation of these statistical geographies.

GeospatialAdministrative BoundariesNorth West EnglandCensus GeographyUk Geography+1

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Machine Learning

Rural Urban Classification Map for South West England LSOAs, 2011

A PDF map from the Office for National Statistics showing the Rural Urban Classification (2011) for Lower Layer Super Output Areas in the South West Region. The file size is 1 MB. It was last updated on the platform in July 2026.

GeospatialUk StatisticsGeographic MappingAdministrative BoundariesRural Urban Classification+1

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Machine Learning

UK Census Output Areas Map for East of England Region, December 2011

A 28 MB PDF map illustrates the boundaries of Output Areas within the East of England Region as of December 2011. The Office for National Statistics produced this geospatial reference document under the OGL-UK-3.0 license. The map was last updated on the platform in July 2026.

GeospatialRegional MapsAdministrative BoundariesCensus GeographyUk Geography+1

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Machine Learning

Parish Names and Codes for England and Wales, December 2015

Parish-level administrative geography data for England and Wales, published by the Office for National Statistics. The dataset contains names and codes as of December 2015 and is licensed under OGL-UK-3.0. It was last updated on the platform in July 2026.

TabularGeospatialCensus BoundariesAdministrative GeographyUk ParishesGeospatial Data+1

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Machine Learning

Rural Urban Classification Map for South West England LSOAs, 2011

GeospatialUk StatisticsGeographic MappingAdministrative BoundariesRural Urban Classification+1

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Machine Learning

Rural Urban Classification Map for Yorkshire and The Humber, 2011

Yorkshire and The Humber region is covered by a PDF map showing the 2011 Rural Urban Classification for its Output Areas. The map was produced by the Office for National Statistics and is licensed under OGL-UK-3.0. It was last updated on the platform in July 2026.

GeospatialCensus DataUk RegionsGeographic MappingRural Urban Classification+1

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Machine Learning

Rural Urban Classification Map for East of England Region, 2011

A 3 MB PDF map from the Office for National Statistics shows the Rural Urban Classification (2011) for Output Areas in the East of England Region. The classification system categorizes areas based on their rural or urban character. The dataset was last updated on the platform in July 2026.

GeospatialAdministrative BoundariesRural Urban ClassificationGeospatial MapUk Regional Data+1

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Machine Learning

OA to LAD to LSOA to MSOA to LEP (overlapping part) (December 2014) Lookup in England (Par

A geographic lookup table for England, likely mapping relationships between different levels of administrative and statistical geographies such as Output Areas (OA), Lower Layer Super Output Areas (LSOA), and Local Enterprise Partnerships (LEP). The dataset was published by the Office for National Statistics and was last updated on the platform in July 2026.

Tabular🇬🇧 United KingdomAdministrative BoundariesStatistical GeographyGeographic Lookup+1

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Machine Learning

Middle Layer Super Output Areas Map for South West England, December 2011

A 13 MB PDF map illustrates the Middle Layer Super Output Areas (MSOAs) in the South West Region of England as they were defined in December 2011. This geographic data product was created by the Office for National Statistics. The platform record was last updated on July 8, 2026.

GeospatialAdministrative BoundariesSouth West EnglandCensus GeographyUk Geography+1

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Machine Learning

OA to LAD to LSOA to MSOA to LEP (non overlapping parts) (December 2014) Lookup in England

Office for National Statistics provides a lookup table for non-overlapping parts of different administrative geographies in England. The dataset maps relationships between Output Areas (OA), Local Authority Districts (LAD), Lower Layer Super Output Areas (LSOA), Middle Layer Super Output Areas (MSOA), and Local Enterprise Partnerships (LEP) as of December 2014. It is published under the OGL-UK-3.0 license and was last updated on the platform in July 2026.

Tabular🇬🇧 United KingdomAdministrative BoundariesStatistical GeographyGeographic Lookup+1

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Machine Learning

Rural Urban Classification Map for East Midlands MSOAs (2011)

The East Midlands region of the United Kingdom is covered by this PDF map showing the Rural Urban Classification (2011) for its Middle Layer Super Output Areas (MSOAs). The map was produced by the Office for National Statistics and was last updated on the platform in July 2026. The file is a 955 KB PDF.

GeospatialUk StatisticsGeographic MappingAdministrative BoundariesRural Urban Classification+1

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Machine Learning

Rural Urban Classification Map for North West England Output Areas (2011)

A 2 MB PDF map from the Office for National Statistics, last updated on 2026-07-08. It visualizes the Rural Urban Classification (2011) for Output Areas (OAs) in the North West Region of England. The classification likely categorizes small geographic areas based on settlement patterns and population density.

GeospatialUk RegionsGeographic MappingRural Urban ClassificationCensus Geography+1

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Machine Learning

Rural Urban Classification (2011) Map for West Midlands Output Areas

A 3 MB PDF map from the UK's Office for Statistics details the Rural Urban Classification for the West Midlands region. This geospatial visualization categorizes Output Areas (OAs) based on settlement patterns from the 2011 census. The dataset was last updated on the platform in July 2026.

GeospatialUk RegionsGeographic MappingRural Urban ClassificationWest Midlands+1

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