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@tomkirk
A good suggestion @Philbythesea, and this can be controlled via the basemap that is used. I wanted to have pure satellite for this one, but on other maps you can see roads and cities (for example, the USGS map: https://tomfrankkirk.github.io/tour_maps/pacific.html).
The beauty of wrapping the Folium and Leaflet libraries (which actually generate the underlying maps) is they provide lots of customisation.