Note: The Johns Hopkins U. includes the Applied Physics Laboratory, with $1.95 billion in total R&D expenditures in FY 2021. U. of Maryland includes expenditures for the Baltimore and College Park campuses. The University of South Florida includes expenditures from its Tampa, St. Petersburg, and Sarasota-Manatee campuses. Data for colleges marked with an (i) is imputed.