University of Leicester
Browse

Data for "A graph neural network framework for spatial geodemographic classification"

dataset
posted on 2023-08-24, 15:46 authored by Stefano De SabbataStefano De Sabbata, Pengyuan Liu

This repository contains the geodemographic classifications obtained through different setups of our graph convolutional neural network framework for spatial geodemographic classification (forthcoming), along with three baseline models created using spatial fuzzy c-means and the London Output Area Classification by Singleton and Longley (2015).


Contains data from CDRC LOAC Geodata Pack by the ESRC Consumer Data Research Centre and data derived from data available from Chris Gale's repository. Contains National Statistics data Crown copyright and database right 2015.


References


Singleton A D, Longley P A (2015) The Internal Structure of Greater London: A Comparison of National and Regional Geodemographic Models. Geo: Geography and Environment. Available from: dx.doi.org/10.1002/geo2.7

History