File 'shops_geo.csv' contains the collected Australian and New Zealand's shopping centres spatial information.
File 'SA1_2021_census_income_dataset_wrangling.ipynb' preprocesses the 2021 income census data to be used for generating the shopping centre buffer.
File 'catchment_area_GitV.ipynb' investigates the 5km buffer zone for one shopping centre.
File 'Catch_pipe_GitV5.0.ipynb' processes all shopping centres' 1km, 5km, 10km, 20km, towards 50km buffer zones.
File 'Shopping_malls_2016_2021_update_16.06.2023.xlsx' provides the final results of the household income level at different buffer zones, such as 1km, 5km, 10km, ... 50km, which is calculated by the geofencing python code 'Catch_pipe_GitV5.0.ipynb'.
More information can be found in the notebooks above.