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This research largely used principal ingredient Investigation (PCA) for the dimensionality reduction of a number of Avenue top quality indicators. Even though The crucial element procedures of PCA have yielded anticipated results, numerous debates persist. As an example, PCA necessitates data standardization to make sure the equitable contribution