IBM Data Science Capstone Project Built a dataframe using web-scraping and geopy libraries Made a call to Foursquare API to request venue data for each San Diego city Explored and clustered the cities using K-means Clustering after data cleanup and transformation Found which clusters of cities would present worthwhile opportunities for developing a Mexican restaurant