The urban/rural category is showing all orange - it seems like the domain isn't properly mapped?

That's because it's all urban! The urban / rural divide was a legacy option from the notebook I forked to make this.

Makes sense then! 😅

you could remove it from the colorBy select input :)

I like it though. It may provide zero analytical value...but I think it looks quite nice.