Data Science
A Model for Estimating Bike Lane Demand
A project that splits the roads of a city into several sections and estimates the need of a bike lane, where there is high risk of bike accidents and existence of businesses.
Used tools : Python (Pandas, NumPy, plot.ly), Geocodio (an Online Geocoder), Tableau, Javascript
Datasets : North Carolina Bike Crash dataset, Yelp Businesses dataset