Consequently, this examine is devoted to figuring out vital indicators with major impacts on urban Area high-quality and employs dimensionality reduction approaches to streamline the design while retaining vital details, thus tackling this analysis challenge. Versus this backdrop, the indicators of Avenue high quality are becoming the central const