As component of this analysis, we also matched the restaurants in the SafeGraph knowledge with facts with the overview web page Yelp, using the official Yelp API. We matched the Yelp restaurant identifiers (restaurant identify and handle) to your corresponding restaurants in the SafeGraph dataset using Python’s FastLink package deal, an implement