A hybrid approach for mass valuation of residential properties through GIS and Machine Learning integration

This repository contains data and codes that support the findings of the study.<br>- PPD-EPC open dataset with the enriched spatial analyses scores and UPRN.<br>- Batch Geocoding Notebook of PPD-EPC dataset with GeoPy - Here API- PyQGIS codes for proximity, terrain, and visibility spatial analyses.- Jupyter Notebook of Machine Learning algorithms for mass property valuation.<br>