The part one of the assignment is the implementation of the data scraper in python using the BeautifulSoup package. A table from the wikipedia of the neighbourhoods in Canada is scraped and converted into pandas dataframe.
The part two of the assignment is to take the data taken from the part one and generate coordinates for the postal areas.
Visualizing the neighbourhoods, using four sqaure api to find out the shops, restaurants, etc in the neighbourhoods. Generating the veneues and analzing those further clustering the similiar neighborhoods using K-Means.