“…Another option for treating this type of dimensionality and interrelation questions is the conventional PCA. Chastrette and Carretto applied PCA to analyze 231 and to calculate empirical parameters of solvent polarity starting with the physicochemical properties of the solvents; 232 Chastrette and coworkers 233 used multivariate statistical treatment to classify 83 solvents using eight solvent parameters (K, MR, δ, µ, n D , bp, H , and L ), but their focus was mainly on the grouping of solvents rather than solvent scales. Nevertheless, from the intercorrelation of the solvent parameters they concluded that fewer than eight parameters should be sufficient to describe the whole dimensionality.…”