Cities around the globe are facing an unprecedented surge in population density and transportation demands. To ensure smooth and efficient urban mobility, a paradigm shift towards data-driven approaches is crucial. By harnessing the power of real-time traffic analytics, we can extract valuable insights into passenger behavior, transportation patter