Giter VIP home page Giter VIP logo

bikesharing's Introduction

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

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

Checkout Times by Gender

Trips by Weekday per Hour

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

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

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

Bike Utilization

ID bikes used

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

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

bikesharing's People

Contributors

lydiadel avatar

Watchers

avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.