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In the context of this research, the superior-dimensional data of Avenue excellent, comprising sixteen variables, is condensed right into a more compact list of principal components via PCA. Recognizing that a solitary principal component is inadequate to encapsulate the initial p variables, the review endeavors to establish secondary, tertiary, an