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bikesharing's Introduction

bikesharing

Overview

The purpose of the project is to convince investors that a bike-sharing program in Des Moines is a solid business proposal.To solidify the proposal, one of the key stakeholders would like to see a bike trip analysis.

Results

Cleaning the data

Using Jupyter Notebook changed the trip duration data to a datetime field with correct time format.

Deliverable1.png

Created Visualizations for Trip Analysis

Using Tableau,visualization of data was created

Created the Checkout Times for Users Viz

The bike usage reaches a top 146k minutes per user

Checkout_time_Users.png

Created checkout times by Gender

The checkout times by Gender graph shows Males are significantly higher users than others

Checkout_Times_Gender.png

Created the Trips by Weekday for Each Hour Viz

Trips by Weekday for Each Hour Viz graph shows ,peak riding on weekdays is from 6am-9am and 4pm-9pm and on weekends 7am-9pm

Trips_Weekday_Eachhour.png

Created the trips by Gender (wd/hr)

Trips by Gender graph shows Males are high users during peak hours.

Trips_Gender_wd_hr.png

Created the User Trips by Gender by Weekday

Male Dubscribers are high followed by Female subscribers

User_Trips_Gender_wd.png

August is the month having peak riding hours

August_peak_hour.png

Created a story in Tableau

Story.png

Summary

In NYC August month has high peak riding hours that is from from 5pm to 7pm.Based on this bar chart maintainance can be performed from 2am to 5am. From graph analysis shows Males subscribers are the highest users and follow high use time.

bikesharing's People

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