CityScope Taipei is an innovative project developed in collaboration with the MIT City Science Lab. The CityScope Taipei leverages open data and large language models to simulate near-realistic and diverse virtual citizens, allowing us to model urban trajectories in a highly detail manner. These simulations provide valuable insights into urban key metrics such as carbon emissions, average travel time, travel distance, and public transportation usage ratio. These metrics serve as critical references for municipal and transportation planning decisions.