To judge the distribution and variability of various Road Area good quality indicators in higher-density cities. The POI data were extracted throughout the Google Maps API, accompanied by data cleaning, projection transformation, and vectorization working with ArcMap for georeferencing and simplification. The classified POIs have been then appended to proximate https://ericay075tqf1.smblogsites.com/profile