BikeSharingSystem-AltitudeAnalysis

Altitude focused analysis in Pittsburgh bike sharing systems

This repository is related on the below paper

How Does Altitude Matter to the Cycling?

Subdivided and Interactive Analysis and Modelling of Bike-Sharing Systems at Hilly City

*model.py

This lets us run the Poisson regression model using bike sharing system data, and it predicts 70:20:10 train validate test set and draws a plot

there are 6 different models

output

Data is available in below link

https://people.cs.pitt.edu/~injungkim/project/bikesharing/modelling_9_summer.csv

https://people.cs.pitt.edu/~injungkim/project/bikesharing/modelling_9_winter.csv