Yelp Maps
Created a visualization of restaurant ratings using machine learning and the Yelp academic dataset. In the visualization, we segmented Berkeley into regions, where each region is shaded by the predicted rating of the closest restaurant (yellow is 5 stars, blue is 1 star). In the map we created, each dot represents a restaurant. The color of the dot is determined by the restaurant's location. For example, downtown restaurants are colored green. The user that generated this map has a strong preference for Southside restaurants, and so the southern regions are colored yellow.