The West Midlands Accessibility and Travel Passes datasets are based around the boarding and travel associated to smartcards in the West Midlands Combined Authority (WMCA) and linked to the English National Concessionary Travel Scheme (ENCTS...
These data show, for each local authority district, the hospital admission rates, split by ethnic group for major disease categories and for preventable admissions. The data are standardised by age and sex. Accurate recording of ethnicity in...
The Residential Mobility and Deprivation (RMD) data provide yearly Local Authority District (LAD) level estimates of the mean differences of residential mobility and deprivation of all known adults’ moves to, from and within each neighbourhood...
Local Data Company - Ultra Wide Band Footfall Data- Research Aggregated data is an aggregated hourly footfall estimate for select retail locations in England obtained using Ultra Wide Band (UWB) radar devices. These data are used as a proxy...
The Consumer Data Research Centre (CDRC) has developed an Application Programming Interface (API) that serves as a gateway to their open datasets. An API is a set of rules and protocols that allows different software applications to...
The Salad Money Daily Transaction Volumes and Values data provide counts of transactions, customers, median spending categories, and dates of transaction by Salad Money customers. Salad Money provides loans to people living in financial...
Regional Transport Provider - Customer and Ticket Sales Data contains information about customer and ticket sales data (electronic smartcards and paper tickets) in a largely urban commuter travel area in central England. It contains...
Retail unit and retail type data are aggregated annually at the Local Authority level across the UK, with the exception of the years 2018 and 2019, where two aggregations per year are provided to capture more granular shifts in retail patterns...
This data includes the average fixed-line broadband speed by output area, based on 2016-2022 data released by Ofcom. The source data file is linked below. For 2016 and 2017, CDRC aggregated the supplied postcode data by output areas as...
This tutorial series is designed to provide an accessible introduction to techniques for handling, analysing and visualising spatial data in R. R is an open source software environment for statistical computing and graphics. It has a range of...