Continuing Small Business Recovery and Paycheck Protection Program Act This bill establishes funding for, expands, and provides additional economic assistance to small businesses in response to COVID-19 (i.e., coronavirus disease 2019). Specifically, the Small Business Administration (SBA) is authorized to provide second draw loans of up to $2 million under the Paycheck Protection Program. A recipient shall be eligible for forgiveness of a second draw loan in the same manner as an initial paycheck protection loan. The SBA may also provide loans of up to $10 million to recovery sector small businesses (e.g., certain seasonal businesses and businesses located in low-income census tracts) to meet working capital needs, acquire fixed assets, or refinance existing indebtedness while recovering from the COVID-19 pandemic. Among other requirements, a loan recipient must demonstrate at least a 50% reduction in gross revenues. Further the bill modifies the Paycheck Protection Program by, among other things, (1) expanding forgivable expenses, (2) allowing borrowers to select an eight-week period through December 31, 2020, to use their paycheck protection loan, (3) simplifying the forgiveness application for smaller loans, (4) expanding eligibility to certain chambers of commerce and destination marketing organizations, and (5) establishing a specific loan calculation for farmers and ranchers. Lastly, the SBA must establish and carry out a facility to improve the recovery of eligible small businesses from the COVID-19 pandemic, increase resiliency in the manufacturing supply chain of small businesses, and increase economic development of small business low-income census tracts by providing financial assistance to participating investment companies that facilitate equity financing to eligible small businesses.