I made a Jupyter GeoPandas project to map some US census data.

population density chloropleth map

fractional water area chloropleth map

Population density and fractional water area are positively correlated. population density vs fractional water area scatter plot

github repository

https://github.com/beepscore/census_play

Github renders Jupyter in browser, but only for “Desktop Version”. If viewing on mobile device, you can scroll down and select “Desktop Version”.

US population density vs fractional water area