The dataset used for this analysis comes from the Citibike tripdata [1], including detailed information for all citibike usage in NYC. The data were scraped from the web with appropriate function developed by Dr. Federica Bianco and stored in specific location on CUSP’s server. The age and date features were extracted to facilitate the present analysis.