In the context of this research, the high-dimensional data of Road good quality, comprising sixteen variables, is condensed into a more compact list of principal factors via PCA. Recognizing that a solitary principal part is insufficient to encapsulate the original p variables, the review endeavors to establish secondary, tertiary, and even quatern