Within the context of the research, the higher-dimensional data of Avenue top quality, comprising sixteen variables, is condensed into a smaller list of principal parts as a result of PCA. Recognizing that a solitary principal part is inadequate to encapsulate the first p variables, the review endeavors to recognize secondary, tertiary, and even qu