Within the context of this study, the superior-dimensional data of Road quality, comprising sixteen variables, is condensed right into a smaller set of principal elements through PCA. Recognizing that a solitary principal part is inadequate to encapsulate the original p variables, the review endeavors to recognize secondary, tertiary, and even quat