Applied Data Science Capstone by IBM/Coursera Table of contents Introduction: Business Problem Data Methodology Analysis Results and Discussion Conclusion Introduction: Business Problem In this project we will try to find an optimal location for a restaurant. Specifically, this report will be targeted for people that are new to Hyderabad, it can be daunting to figure out what restaurants are worth going to and where they are and for the stakeholders interested in opening a restaurant in Hyderabad, India. Since there are lots of restaurants in Hyderabad we will try to detect locations that are that are with good likes. We would also prefer locations as close to city center as possible. We will use our data science powers to generate a few most promissing neighborhoods based on this criteria. Data For this assignment, I will be utilizing the Foursquare API to pull the following location data on restaurants in Hyderabad, IND. Venue Name Venue ID Venue