In this project, i am creating a hypothetical scenario. My client, a successful restaurant chain in Brazil is looking to expand in New York. They want to create a Brazilian steakhouse restaurant. However, he does not know in which neighborhood the restaurant would gain the most attention from customers and face the least competition from other steakhouses. Capstone Project for IBM Data science specialization
- Extracting data from Foursquare APIs
- Performing K-means clustering algorithm to segment neighborhoods
- Geospatial visualization with folium library.