Limited funds available for developing rural industrial or recreation activities demand efficient use. Principal component analysis is demonstrated in selecting significant variables to be used in dis~ criminant analysis. Resulting discriminant coefficients indicate the relative degree of potential each variable contributes toward classifying counties as industrial or recreation ,oriented.