In conclusion, there is no statistical significance can prove that the younger people ride more than other age groups. Therefore, Citi Bike may need to reconsider the target consumers of their promotional activities. Some weakness in this mini-project such as only one-month dataset is insufficient need to be improved in the future. In addition, the interesting findings of seasonal effect in this time-series data is also worth to do further reaserch.