Within the context of this study, the substantial-dimensional data of street good quality, comprising sixteen variables, is condensed right into a smaller sized set of principal factors as a result of PCA. Recognizing that a solitary principal component is insufficient to encapsulate the initial p variables, the research endeavors to identify secon