projects

Predicting public health risks from restaurant reviews

Flagged public health risks at restaurants by combining Yelp reviews with open city data on past inspections. An algorithmic approach discovers 25% more violations with the same number of inspections.

Approaches include: Machine learning challenge, natural language processing (NLP), open data, alternative data sources

case study blog