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During the context of the study, the substantial-dimensional data of Avenue excellent, comprising sixteen variables, is condensed into a more compact set of principal parts as a result of PCA. Recognizing that a solitary principal ingredient is insufficient to encapsulate the original p variables, the study endeavors to recognize secondary, tertiar