This dataset is a comprehensive resource derived from public data, focusing on the relationship between microorganisms and drugs. It includes similarity data between microorganisms and drugs calculated through various methods, supporting diverse analyses of these relationships. Additionally, the dataset provides rich metadata, including the names of drugs, microorganisms, and related diseases, as well as detailed information such as chemical formulas.