New answers tagged census
You might want to try National Historical Geographic Information System. I can't guarantee it will have what you are looking for, but it is certainly easier to use than American Fact Finder.
I found a full national dataset for blocks here: https://www.census.gov/geo/maps-data/data/tiger-geodatabases.html
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