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Within the context of this analyze, the large-dimensional data of street good quality, comprising sixteen variables, is condensed into a scaled-down set of principal factors by PCA. Recognizing that a solitary principal component is insufficient to encapsulate the original p variables, the study endeavors to identify secondary, tertiary, as well as