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QGIS is a free, open-source GIS software for creating, editing, and analyzing geospatial data, with extensive functionality and plugin support.

Connecting QGIS with python (platform Visual Studio Code)
Table join automation
Can be even used to automate layout - its endless
Code guide
Video Tutorial
QGIS Automation (Python intergration)

QGIS automating Plugins
Code
Video Tutorial

Exploring QGIS
Covers: cartogram, proportion, choropleth map
Table join , field calculator, layout styling/ symbology
Video
Under 10 mins
Published may maps at the District Health Board NZ using QGIS
Currently updating Video
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