Spatio-temporal Heat Demand for LSOAs in England and Wales Data set updated on 14th October 2021. Important version information: This directory contains the latest version (version 2, published on 14th October 2021): "Annual_heat_demand_LSOA.csv" : Since version 1 there have been changes in the input data used to estimate the annual heat demand by LSOA. The changes are removing duplicates and improving the removal of outliers. "Energy_efficiency_improvements_costs_LA.csv" : Since version 1 this data set has changed as a result of the changes mande to "Annual_heat_demand_LSOA.csv". "Half-hourly_profiles_of_heating_technologies.csv" : Since version 1 this data set has changed as a result of the changes in the input data used to train the models, and an additional column has been added for the UK daily average outside air temperature. "README_Annual_heat_demand_LSOA.txt" : no changes since version 1. "README_Energy_efficiency_improvements_costs_LA.txt" : no changes since version 1. "README_Half-hourly_profiles_of_heating_technologies.csv" : Since version 1 this has been updated to document the addition of the column called "UK_daily_average_OAT_[degrees_C]" Sub-folder "version_1" contains the original version (version 1), published on 1st June 2021) : "Annual_heat_demand_LSOA_v1.csv" "Energy_efficiency_improvements_costs_LA_v1.csv" "Half-hourly_profiles_of_heating_technologies_v1.csv" "README_Annual_heat_demand_LSOA_v1.txt" "README_Energy_efficiency_improvements_costs_LA_v1.txt" "README_Half-hourly_profiles_of_heating_technologies_v1.csv"