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COURSERA CAPSTONE BATTLE OF THE NEIGHBORHOODS - SINGAPORE Introduction / Business Problem A group of young entrepreneurs would like to start a new cafe business in Singapore.    However, they are unsure of where to locate their new cafe. They would their cafe to cater to a wide group of people.  They have heard that data science might be able to give them better insights in the location and have given me this project to use data science techniques to assist them. Data To approach this data science project, firstly, data regarding the neighbors in Singapore are to be retrieved from Wikipedia ( https://en.wikipedia.org/wiki/Planning_Areas_of_Singapore ) A screenshot of the relevant table is shown below: Unfortunately, this Wikipedia page does not contain latitude and longitude information of the neighborhoods, which will be filled in later.   Firstly, though, the table from the Wikipedia contains information which are not required...