The beuaty of QGIS is that it come with python console that allow user to write script in python to automate task and doing vast kind of calculation and analysis by leveraging python package avalaible (pandas, geopanda, matplotlib, skitlearn ect.).

In this project, I demonstrate the capabilities of PyQGIS to automate the creation of isograde maps of nickel grades from exploration drilling results. This script pulls data from various sources (which can be from POSTGIS, SHP, Excel, or CSV files), performs data transformation, raster interpolation, sets symbology and labels, creates the layout, and exports it to a printable PDF map. All in one go!