Housing and property

Analysing market trends, property values, housing accessibility, urban development, demographic patterns, rental rates, and homeowner preferences, researchers use our datasets to better understand factors affecting the housing market to inform policy decisions, predict market shifts, and improve housing affordability and sustainability.

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British Geological Survey

BGS' Accessing Subsurface Knowledge (ASK) Dataset offers sub-surface descriptions of the Clyde valley, including models and raw data.

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High-resolution nightlight remotely sensed imagery

The high spatial resolution multi-spectral night-time light remote sensing imagery (JL1-3) is collected by a satellite with space-borne and air-borne night-time light sensors.

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LiDAR: High resolution land surface elevation data

The Light Detection and Ranging, LIDAR dataset can be supplied as a Digital Surface Model or as a Digital Terrain Model.

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Glasgow Valuation Roll Dataset 1990–2018

The Glasgow Valuation Roll dataset contains entries for all non-domestic properties in the Glasgow City Local Authority Area and includes the Net Annual Value and the Rateable Value that has been set by the Assessor.

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Lothian Valuation Roll Data

The Lothian Valuation Roll dataset contains entries for all non-domestic properties in the Lothian Area and includes the Net Annual Value and the Rateable Value that has been set by the Assessor.

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Sensor-enhanced housing survey data for urban heat investigation

This dataset comprises sensor data collected from Smart Citizen Kits (SCK) sensors, along with survey data conducted by the Bureau of Investigative Journalism (TBIJ).

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Price paid data to UPRN lookup

The Price paid data to UPRN lookup dataset is an output from an Ordnance Survey funded project to link Unique Property Reference Number to Land Registry’s Price Paid Data Set.

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Energy Performance Certificate to UPRN lookup

The Energy Performance Certificate to UPRN lookup is an output from an Ordnance Survey funded project to link Unique Property Reference Number to EPC data.

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Nestoria Property Data

The Nestoria data consists of property listing records that have been obtained via API from the Nestoria website .

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Zoopla historical data

The Zoopla historic dataset collects the history of a property and in which listings (a property could have appeared in multiple listings through the years) through time.

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Zoopla live aggregated property data

Discover valuable property market insights sourced from Zoopla Live, one of the UK's premier aggregators of property listings data.

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Traveline National Dataset archive

The TNDS dataset consists of an archive of The Traveline National DataSet (TNDS) originally published by Traveline Information Limited.

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Bus Open Data Service

This dataset consists of an archive of timetables data originally published by the Bus Open Data Service in the General Transit Feed Specification (GTFS) format.

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iMCD household survey and travel diary

The iMCD Household Survey interviewed a representative sample of adults in the Glasgow and Clyde Valley Planning area about their attitudes and behaviours to transport, education, computer/mobile phone usage, and sustainability.

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Public transport travel time matrices for Great Britain 2023

The Public Transport Travel Time Matrices dataset provides public transport travel time estimates for each 2011 Census output area (OA) in Great Britain (GB) to every other OA reachable within 150 minutes during the morning peak for the year 2023.

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Mobility metrics for Glasgow City Region 2019-2021

The mobility metrics dataset uses mobile phone application data from Huq and Tamoco data to produce small-area aggregate measures of mobility over time.

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Public transport accessibility indicators for Great Britain 2022

The PTAI 2022 dataset offers public transport accessibility indicators aggregated by 2011 statistical geographies to a range of key services, namely: employment, general practices (GP), hospitals...

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Strava Metro: active travel data from Scotland and Northeast England (2013-2019)

Data from Strava, a widely used social networking platform for cycling enthusiasts, for Scotland and Northeast England.

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Glasgow CCTV Automated Object Detection Counts

The Glasgow CCTV Object Detection dataset provides counts of pedestrians, cyclists and vehicles from CCTV cameras located within the Glasgow City Council area.

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Huq mobile

The Huq mobile phone app dataset collects real-time, anonymized location data from users' smartphones, based on a range of smart phone applications.

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iMCD GPS

The IMCD data GPS coordinates were captured for each participant, personal identifiers have been removed but can be linked to the other iMCD survey and lifelogging data by (anonymised) participant ID.

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iMCD lifelogging: observed faces and persons

The iMCD lifelogging data uses the image set as an attempt to group people with similar social state and behaviour based on the number of faces and number of people they are surrounded by in their everyday life.

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Adzuna online job listings 2016-2024

The Adzuna dataset contains full point-in-time snapshots with details of all advertisements which were on Adzuna, a popular vacancy search engine.

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