The search for chemical descriptors to help data scientists describing organic reactions with numbers is nothing new. Many different approaches to solve this problem have been considered, where the complexity of the descriptor and additionally their calculations pose a hurdle for most of the experimental chemists that are not familiar with computer science and advanced software applications.