The globally approved drug dataset was downloaded from the ZINC database on the 26th of May 2020 in mol2 format. Only the first protonation state of each drug molecule was saved. The SMILES codes for all ligands were collected and stored in CSV files, which were then uploaded to the Mordred web server to obtain the molecular descriptor values needed for the QSAR calculations.