Reactions leading to more than one product, incomplete reactions (i.e. missing reactants or products), or reactions in which the reactants and product were equivalent were removed. Equivalence was determined by converting the reactants and products to InChI and comparing. Permutations in the ordering of reactants and products were accounted for, however this was not significant in this case as we only account for reactions with one product.