Welcome to Justin MacDonald's TDI captstone project.


This app provides recommendations for new restaurant locations in San Francisco. It estimates the probability of a restaurant succeeding using a variety of features including nearby restaurant characteristics, population demographics, and the characteristics of the restaurant you are looking to open. A restaurant is considered successful if it stays open for at least 3 years. Please select the characteristics of your restaurant and press the Find Opportunities button.



1Restaurant Type
2Alcohol Service
3Ambience
4Other attributes