ONS median house price to income ratios 1997 to 2023  Original data is available form ONS. The data is uploaded here in order to experiment with building an API to represent the goverment's formula for new homes needed in each district.

Data released by MHCLG showing dwelling stock esitmates for each district nationally, from 2001 to 2023 (2023 data is marked provisional). This dataset is being created in order to generate a URL, as none appears to be availabel from MHCLG....