As the present work relies only on MFs, the dataset was further compressed by collapsing all substances sharing a common MF -isomers-into a single MF; the publication date and ID number of the oldest isomer associated with it was used. Such a setting leaves a total of 3'448.632 different MFs, which is the final dataset used in this study.