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Glasgow 3D city models derived from airborne LiDAR point clouds open data
UBDC generates 3D city models via the airborne LiDAR point clouds acquired between 2020-2021 on behalf of Glasgow City Council. It is a large-scale 3D city model containing 3D...- XLSX
- ZIP
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Adzuna online job listings 2016-2024
This dataset contains approximately 350 million job adverts from weekly snapshots of Adzuna, the UK’s most popular vacancy search engine. Adzuna searches thousands of websites...- XLSX
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Adzuna teaching subset dataset
UBDC have purchased a license to hold vacancy data from Adzuna. These data contain the raw job description of every vacancy listed on Adzuna.co.uk, and also contain structured...- XLSX
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Public transport accessibility indicators data 2022
This is the first in a planned series of releases of this data product to reflect changes in transit schedules and location of services. The Public Transport Accessibility...- XLSX
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Sensor-enhanced housing survey data for urban heat investigation
During the summer months from July 2023 to September 2023 (including a mini heatwave in early September 2023), 40 Smart Citizen sensors have recorded data in homes in Southwark,...- CSV
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Bus Open Data Service GTFS archive
Introduction: 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....- XLSX
- ZIP
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Nestoria Property Data
Nestoria is a provider of housing data and information about house prices, property prices, housing market, housing stock and housing supply. Nestoria is a database created for...- XLSX
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Public transport travel time matrices for Great Britain (TTM 2023)
This dataset provides ready-to-use door-to-door public transport travel time estimates for each of the 230,000 2011 Census output areas (OA) in Great Britain (GB) to every other...- XLSX
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Zoopla live aggregated property data
Property Market Insights from Zoopla Live (Aggregated): Discover valuable property market insights with our data product sourced from Zoopla Live, one of the UK's premier...- XLSX
- HTML
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Local Housing Allowance (LHA) rates per Broad Rental Market Area (BRMA), 2012...
LHA rates are set relative to the costs of private rented housing in each BRMA with separate rates by property size (room in a shared property, and then by number of bedrooms...- ZIP
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Local Housing Allowance (LHA) Rates per Broad Rental Market Area (BRMA), UK 2...
This dataset contains the weekly Local Housing Allowance (LHA) rates for Broad Rental Market Areas (BRMAs) across the UK from 2012/13 to 2024/25. LHA is a means-tested housing...- XLSX
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Postcode to Broad Rental Market Areas (BRMAs) Lookup v2 (2024)
This dataset is a lookup file linking unit postcodes to Broad Rental Market Area (BRMA) boundaries for the UK. BRMAs are the spatial areas used for the administration of Housing...- XLSX
- ZIP
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Strava Metro : active travel data from Scotland and Northeast England (2013-2...
Data from Strava, widely used social networking platform tailored for enthusiasts who enjoy activities such as cycling and running, for Scotland and the Northeast of England...- XLSX
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Price paid data to UPRN lookup
Introduction: This dataset is one of the outputs from an Ordnance Survey funded project to link Unique Property Reference Number in OS AddressBased Plus to DLUHC’s EPC data and...- XLSX
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Energy Performance Certificate to UPRN lookup
This dataset is one of the outputs from an Ordnance Survey funded project to link Unique Property Reference Number in OS AddressBased Plus to DLUHC’s EPC data and to Land...- ZIP
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Zoopla historical data
The historic dataset is collected by querying for a known property_id. The result of these queries give the history of a property_id and in which listings (a property_id could...- XLSX
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Airbnb supply and performance - small area summaries
The Urban Big Data Centre (UBDC) conducts a daily web scraping exercise for the Airbnb website, with the code for this exercise openly available. This exercise has been...- XLSX
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Glasgow Origin-Destination (OD) Matrices
Origin-Destination (OD) Matrices that provide information about number of trips between different origins and destinations in the Glasgow City Region. E Location data from...- XLSX
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Traveline National Dataset (TNDS) archive
This dataset consists of an archive of The Traveline National DataSet (TNDS) originally published by Traveline Information Limited. The information mainly reflects local public...- XLSX
- ZIP
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Mobility metrics for Glasgow City Region 2019-2021
The mobility metrics dataset was created using mobile phone application data from Huq and Tamoco data. The aim of the dataset is to produce small-area aggregate measures of...- XLSX
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High-resolution traffic flow data from the urban traffic control system in Gl...
This dataset offers a long-term traffic flow data at an intra-city scale with high spatio-temporal granularity. The dataset covers the Glasgow City Council area for four...- XLSX
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- XML
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Postcode to Broad Rental Market Areas (BRMAs) Lookup
This dataset is a lookup file linking unit postcodes to Broad Rental Market Area (BRMA) boundaries for Great Britain. BRMAs are the spatial areas used for the administration of...- ZIP
- XLSX
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Local Housing Allowance (LHA) rates per Broad Rental Market Area (BRMA), 2012...
LHA rates are set relative to the costs of private rented housing in each BRMA with separate rates by property size (room in a shared property, and then by number of bedrooms...- ZIP
- XLSX
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High-resolution nightlight remotely sensed imagery (JL1-3) from Chang Guang S...
The high spatial resolution multi-spectral night-time light remote sensing imagery is collected by the Chinese commercial satellite - Jilin1-03 (JL1-3), which integrates the...- XLSX
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iMCD GPS data
The data have personal identifiers removed but can be linked to the other iMCD survey and lifelogging data by (anonymised) participant ID. As GPS tracks remain potentially...- XLSX
