The rapid urbanization of the globe presents significant hurdles for sustainable development. Meanwhile, smart cities are emerging as beacons of innovation, harnessing technology to enhance residents' lives. By integrating data analytics, these urban ecosystems aim to optimize resource allocation, improve transportation efficiency, and cultivate a