/CitibikeData-Analysis

Socio-Economic Data analysis to predict if new citibike should open new station

Primary LanguageJupyter Notebook

City Bike New Stop Analysis

##Goal: Assess whether the number of Units per zip code is a good predictor of citibike trips originating from that zip code.¶

##Motivation: CitiBike must distribute bike hubs efficiently. In order to do so it needs a good predictor of the number of rides originating from a location. It is a reasonable assumption that a lot of riders ride from home to their destination. It is also reasonable to assume that if the bikes are far from one's residence the rider would be discouraged from taking a bike.

This data analysis is performed using python . The python file presents the the analysis/prediction using descriptive figures and Linear regression .