Screening libraries of natural products with known biological activity are an important tool in researching treatments for cancer, diabetes, and multiple diseases, as well as antimicrobial, antifungal, and fundamental metabolomics research. Used in conjunction with data mining software, these libraries can be used effectively in drug discovery to accelerate research.