Abstract

Bicycle sharing system provides additional mobility to its' users by creating a convenient way of making short trips .\cite{oconnell2017}Therefore it is an integral part of the urban transportation network. \cite{nyc2017}In this study we look at the NYC bike sharing dataset to explore the difference in users' travel behavior during weekdays and weekends. We observe that people with a 1-day or 3-day pass are less likely to choose biking for commuting than annual members.