This interactive map is very useful for visualizing what racial/ethnic segregation looks like in the US. There is a large amount of data here, all taken from the Census, and so the map can be slow to load. In addition, sparsely populated rural areas can be hard to find.
-Once you open up the map, I recommend clicking on "Add Map Labels" to help you navigate your way around.
Click Here for Explanation and Methodology of the Map
Click here for the Interactive Racial Dot Map
Here is an example from the map -looking at Minneapolis-St Paul.
FYI - If you are teaching in a large city and just looking for a map of that city it might help you to use these screen shots that Wired Magazine took. [This is where I originally saw the link]
Wired Magazine
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