Jim Vallandingham :

There are many types of maps that are used to display data. Choropleths and Cartograms provide two great examples. I gave a talk, long long ago, about some of these map varieties.

Most of these more common map types focus on a particular variable that is displayed. But what if you have multiple variables that you would like to present on a map at the same time?

Here is my attempt to collect examples of multivariate maps I’ve found and organize them into a loose categorization. Follow along, or dive into the references, to spur on your own investigations and inspirations!

Before we begin, certainly you’ve heard by now that, even for geo-related data, a map is not always the right answer. With this collection, I am just trying to enumerate the various methods that have been attempted, without too much judgement as to whether it is a ‘good’ or ‘bad’ encoding. Ok? Ok!