Thus, this research is devoted to pinpointing crucial indicators with major impacts on city space excellent and employs dimensionality reduction procedures to streamline the model whilst retaining essential information, therefore tackling this investigation problem. From this backdrop, the indicators of street high-quality are getting to be the cen