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Check out this great map of race & ethnicity in San Francisco and the East Bay:
Red is White, Blue is Black, Green is Asian, Orange is Hispanic, Yellow is Other. Each dot is 25 residents. Data from Census 2010. Base map CC-By-SA OpenStreetMap. Image CC-By-SA Eric Fischer.