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Cyclystic Case Study

The Cyclistic Case Study represents a comprehensive exploration into the user data of a fictional rideshare company Cyclistic. This Google Data Analysis Capstone Project aims to shed light on user behavior patterns and devise a strategic approach for converting casual users into subscribing members. Through meticulous data analysis and insightful observations this study unveils key insights that can reshape the company's operational and marketing strategies.

Data Overview

row num ride_id started_at ended_at start_station_name end_station_name member_casual day_of_week
1 C2F7DD78E82EC875 2022-01-13 11:59:47 2022-01-13 12:02:44 Glenwood Ave & Touhy Ave Clark St & Touhy Ave casual Thursday
2 A6CF8980A652D272 2022-01-10 08:41:56 2022-01-10 08:46:17 Glenwood Ave & Touhy Ave Clark St & Touhy Ave casual Monday

The Project Description is available as ProjectDescription.pdf

The Presentation of findings for executives can be found here Cyclistic presentation.pptx

A Teaser of some interesting findings when Comparing Members vs NonMembers

Usage by Weekday

Ride Duration

A full report on the findings is available under 2022_viz.html

R code

The R code is accessible as 2022_viz.r
The Rmd file for the R report is here 2022_viz.Rmd

About

A case study of the fictitious bikeshare company Cyclystic as part of my Google Data Analyst Certification.

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