5 datasets

ons 2021 census lookups

census geography and additional ward lookups

ons 2021 census points

lbth cut of census areas

ons 2021 census polygons

lbth cut of census areas

lbth osm building footprints

downloaded with osmnx in nov 22, these can be spatial-joined to census and ward boundaries to create booth map style visualisations

lbth ward boundaries

2022 ward boundaries