Setting up a resturant in Barcelona

1. Introduction Barcelona is one of the most populated cities in Spain. It has a lot of people from different ethnic backgrounds that provides lots of different dishes and an own popular mediterranean cuisine that attracts the attention of millions of tourists yearly. The objective of this project is to use Foursquare location data in order to clustering the differents boroughs of Barcelona on the basis of their restaurants. It will determine what might be the most suitable borough in Barcelona to open a restaurant. In addition to it, we will import and analyze another data in order to make the best decision about in which borough are we going to start our business. We want to start a malaysian restaurant because we travel there frequently and we have specialized in cooking that type of typical food. Moreover, Barcelona doesn't has a lot of this specific kind of restaurants. 2. Data Description The data required will be imported from the webpages that contain the needed informati