Inside the context of the research, the substantial-dimensional data of Avenue high-quality, comprising 16 variables, is condensed into a scaled-down list of principal components through PCA. Recognizing that a solitary principal ingredient is insufficient to encapsulate the original p variables, the examine endeavors to identify secondary, tertiar