Coursera Capstone Project First part of Assignment to cluster and map neighborhoods in Toronto. xx PART 1: The final result is a table containing "PostalCode", "Borough" and "Neighbourhood" of Toronto xx xx PART 2: starts in cell 38 : Here, two more columns are added for "Latitude" and "Longitude" xx xx PART 3: starts in cell 43 : Here the Foursquare API is used to generate venues for the neighhorhoods that contain the word "Toronto" and maps of clusters are created.