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Thus, this analyze is devoted to determining key indicators with sizeable impacts on urban space excellent and employs dimensionality reduction techniques to streamline the model even though retaining essential info, therefore tackling this exploration problem. From this backdrop, the indicators of Road top quality are getting to be the central con