To evaluate the distribution and variability of varied Road space top quality indicators in significant-density towns. The POI data had been extracted throughout the Google Maps API, accompanied by data cleansing, projection transformation, and vectorization using ArcMap for georeferencing and simplification. The categorized POIs were then appended to proximate roads, https://jamesl429hpx8.digitollblog.com/profile