This project includes:
- a first notebook detailing a series of exploratory data analysis describing the use of BIXI Montreal bike sharing system.
- a second notebook where venues around end stations have been used as features to cluster stations using k-means classifier.
The goals of this project include:
- Visualizing the bike sharing data
- Finding some interesting observations and insights behind the data/ bike use trends to provide recommendations.
- The bike trips data could be found directly in the the open data section of BIXI Montreal official website. It contains data from April 2014 to this day.
- Weather information for the same period has been collected from weather.gc.ca using this previous project.
- Venues around the end stations are collected using the Foursquare API