Context This data is from Washington, DC’s Capital bikeshare system from the years 2011-2012. Riders can rent bikes from one location and return to a different location in the system. There are two types of users: CASUAL users, who rent the bike for a one-time fee, and REGISTERED users, who pay a yearly membership fee in exchange for unlimited bike rental.