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Since the outbreak of the COVID-19 pandemic, evidence has been accumulating about its disproportionate impact on racial and ethnic minorities, for a variety of health outcomes including infection, hospitalization, death, and vaccination rates. To address and quantify the extent to which minorities are disproportionally affected by COVID-19 is essential to understanding how to implement appropriate prioritization strategies for future vaccination campaigns.