mapping

Mapping UK shopping centres using data wrangling with BeautifulSoup and plotting with Plotly Express and Mapbox

I step through extracting geo-data from a Wikipedia table (or any HTML source) and plotting it on an interactive canvas.

Plotting European capitals, centroids and the distance between them using geopandas

Does the capital of a country tend to be geographically close to the center? (Answer - not really.)

Creating a choropleth map with geopandas and using multiple subplots

Exploration of basic plotting with geopandas and collating them into subplots. Formatting it and editing the colormap legends.

Visualising country data as a tilemap using pyplot and imshow

I show how to lay out countries in a tilemap and populate them as a heatmap using pyplot imshow.