Introduction
CitiBike is a public bike sharing system that could be rented in different stations across New York City. CitiBike serves both New York City and New Jersy City. The CitiBike serves multiple type users mainly in the borough of Manhattan and Brooklyn. New York City was introduced to Citibike in 2013, shortly the Citibike stations became an iconic feature throughout the city as one of the major transportation modes. This analysis mainly examines the diversity of trip duration in terms of male and female use; the analyzed data provide an understanding of customer trends and behaviors. Based on the results of data analysis Citibike can increase business productivity based on usage of the total trip duration. (This analysis indicates some factors that contribute to differences in bike usage).
Converting the hypothesis to formulas: Null Hypothesis Male rider’s trip duration is not significantly longer than or is equal to the trip duration of female riders.