As we will discuss, we find that challenges occur in predicting limiting activity coefficients for aqueous systems. We therefore sourced an additional data set composed of organics in water and water in organics at 298.15 K from "Yaws' Handbook of Properties for Aqueous Systems" . Data was available for 121 systems where water is the solvent and 90 systems where water is the solute, with no duplicates.