d-alvear/NYC-vs-SF

A refactoring of my old Coursera project; I wanted to answer, based on neighborhood venue types, whether Manhattan or San Francisco offers more "bang for your buck." I compared rent prices and venues per neighborhood for both cities. I used k-means clustering analysis and leveraged data using the Foursquare API.

Jupyter Notebook