Pubs and Starbucks in London

Until now our analysis was focused on individual datasets Every Pub in England and Starbucks Locations Worldwide. To support some of the data analysis tasks related to these two separate datasets, we also added two more datasets, one with geographical position of postal codes, to replace missing latitude and longitude data and one shapefile data for United Kingdom, used to clip the Voronoi polygons generated from pubs position, to align them to the land contour of the islands.In the following we will combine the information from the two main data sources analysed separately and will apply methods developed during this preliminary analysis to support the objective of our study. This will focus on a smaller region, where we have both a high density of pubs and also a concentration of Starbucks coffee shops, London. We already can hypothesize that the geospatial concentration of Starbucks is smaller than the concentration of pubs. We would like to see what the...