Introduction

For my first data science project, I am presenting a scenario for an entrepreneur who wants to open a Pakistani restaurant in Dubai.

I’ve chosen Dubai first because I’ve spent a fair amount of time there, and I know how Dubai’s localities are segmented. Second, being a melting pot of 200+ nationalities, it offers world-class dining opportunities for people visiting or residing in Dubai.

Due to its world-class status as a tourism destination, Dubai is also the best contender for the Foursquare platform, an essential requirement for this project. 

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