Property Characteristics, Prices and Rents

This dataset, supplied by Bricks&Logic, covers residential properties across England and Wales at the individual property level. It includes detailed attributes such as building type, construction year, number of bedrooms, and features like gardens, balconies, or roof terraces. Estimated sale and rental values are also provided for each property.

Due to its commercially sensitive nature, the data are available through Secure or Safeguarded access routes. This catalogue entry pertains to the Secure data at property level. Information on LSOA-aggregated Safeguarded data can be found via the Related Record link below.

Content

The data is available in Parquet format. Detailed data descriptions provided in the accompanying Variable Dictionary and Data Summary files.

Quality, Representation and Bias

Bricks&Logic consolidates various national open data sources related to housing, including EPC records and Land Registry data. Additionally, in partnership with multiple estate agents, they acquire further details about properties and their rental features. In cases where original property attributes are missing, Bricks&Logic employs specialised modelling techniques to estimate these characteristics comprehensively, including sale and rental prices. However, it's important to note that these are modelled estimates that fill data gaps and could impact the accuracy of the data. The Bricks&Logic data are updated retrospectively over time as new information about property become known. These data represent outputs from models that were compiled in January 2024.

To ensure the reliability of modelled estimates, the accuracy of the predicted fields are tested by Bricks&Logic against a subset of addresses that have been described by their Estate Agent clients. This not only allows for validation of the predictions has also provided a real-world testing environment to refine the models further. Additionally, Bricks&Logic regularly update data where new information is available, using these tests to enhance the precision and accuracy of their output.

Secure

Data and Resources

This dataset is categorised as Secure and therefore access to the underlying data is only available within our Trusted Research Environment and restricted to individuals conducting research at a Higher Education or similar Institution in the UK and/or whom have an ac.uk email address. You can view metadata here to determine whether the data will be of use to you. You can apply for access to it by submitting an initial proposal form here.

Please log in first if you wish to request data.

 

Additional Info

Field Value
Source Bricks&Logic Ltd.
Author Bricks&Logic Ltd.
Maintainer Oliver O'Brien
Last Updated November 20, 2025, 11:43 (UTC)
Created November 29, 2024, 14:02 (UTC)
Attribution The data for this research have been provided by the Geographic Data Service (geods.ac.uk), a Smart Data Research UK Investment: ES/Z504464/1.
Columns Properties: 17, Prices: 4
Entity Dwelling
Frequency Monthly
Granularity Dwelling
Rows Properties: 27,254,437. Prices: 4,547,533,932
Spatial Coverage England and Wales
Temporal Coverage January 2007 to December 2023