Bikesharing

Author

Lydia Delgado Uriarte

Overview

A profounding analysis on Bikesharing in New York City, how it works and why it is rentable.

Results

Checkout Times for Users

It is represented that the majority of people tend to acquire the service Bikesharing between 0-20 minutes which can be deduce that they use it when they are in a rush.

Checkout Times by Gender

Trips by Weekday per Hour

The most used by hour and weekday are from Monday to Friday between 7:00 a.m to 9:00a.m and 5:00 p.m to 7:00 p.m. On Saturdays the bikes are most used as well between 10:00 a.m to 5:00 p.m

Trips by Weekday by Gender

Can be noted in the graph above that both gender use the bike at almost exactly the same hours,

User Trips by Gender

Suscribers use it more than customers, Thursday is the day when people use the most the Citi Bike service.

Bike Utilization

A bubble plot to check which bikes have been more used according to the size of the bubble. The bikes that have been used the least were used for 70 minutes and the one most used 3,838,467 with an id of 39570.

Top Starting Location

A map that displays the most popular starting locations.

Summary

In conclusion, male are the ones who uses the most the service Bike Sharing, as well, the hours that people use the bikes are between 7:00 a.m to 9:00a.m and 5:00 p.m to 7:00 p.m. It could be recommended to see the location where both genders tend to be and another on who use the bike for more time if females or males.

Dashboard

To access the dashboard click here