DOHMH New York City Restaurant Inspection Results Dataset

The Department of Health and Mental Hygiene publishes all restaurant inspection results on the NYC OpenData Portal. The dataset includes individual violations a restaurant received in a given inspection along with descriptive features about the establishment.

Data from Yelp

Yelp is a popular online review site that allows users to rate and review restaurants. We collected and analyzed over 200,000 reviews from over 13,000 restaurants in NYC to use in our model.