On implementing cluster analysis to the road Area high-quality indicators of the Macau Peninsula, this research discerned notable interrelations amid various indicators. A classification strategy reliant over a solitary indicator is inadequate for a comprehensive description of the categories; as a result, a multifactorial classification design is