Consequently, this examine is dedicated to pinpointing essential indicators with substantial impacts on urban Area high-quality and employs dimensionality reduction techniques to streamline the product when retaining very important information and facts, thus tackling this exploration obstacle. In opposition to this backdrop, the indicators of Road