Today's goal was to map the usage of the different major languages in South Africa.

Click a map to view the interactive version in more deail! (Under construction 16/11/2023)

Skills/Technologies:

Python

• Os
• Pandas
• Plotly
• Matplotlib
• Geopandas

SQL

Code and Data:

• Code
• Language Data
• Geospatial Data