Introduction
Philadelphia and Boston are often ranked in the top 20 bike-friendly cities in the US. Both have bikeshare systems, called Indego and BlueBikes respectively....
Recent Posts
Part 1: Exploring Demographic Data and Bike-Share Trips in Philadelphia and Boston
Downloading and plotting demographic data like age, population and income, with more specific census data.
Part 2: Exploring Weather Conditions in Boston & Philadelphia, and Calculating Distance to Amenities
In this section, we explore how temperature, wind and precipitation have affected bike ridership, and plot amenities in both cities.
Part 3: Using Random Forest to Determine Factors in Trip Generation
The final section uses a machine learning algorithm for feature importance and determination of factors affecting trip generation