Use location data in order to compare Toronto's neighborhoods and cluster them into 5 distinct groups.

To do that, we will have to :

• Use location data and different location data providers, such as Foursquare.
• Make RESTful API calls to the Foursquare API to retrieve data about venues in different neighborhoods around the world.
• Be creative in situations where data are not readily available by scraping web data and parsing HTML code.
• Make use of Folium library to generate maps of geospatial data and to communicate results and findings.