This dataset was collected and integrated from ZINC and eMolecules databases, bringing together the unique strengths and features of each. The resulting dataset contains a vast array of information about small molecules, including their chemical structures, properties, and activities. This integrated dataset has the potential to greatly benefit research in drug discovery, chemical biology, and other fields, as it provides a comprehensive and diverse collection of small molecules that can be used for a variety of applications.