This dataset comprises harmonized panel data for 35 Sub-Saharan African countries, including CPIA (Country Policy and Institutional Assessment) Business Regulatory Quality scores, annual FDI inflows, and GDP data. It is curated for empirical analysis on the relationship between institutional quality and foreign direct investment, with relevance for development economics and policy research. The dataset has been cleaned, standardized, and structured to support econometric modeling and reproducible research.