The Mayor’s Office of Budget and Innovation’s Data Angels program worked with data scientist Kevin Nguyen to review dozens of lists of Black-owned businesses published in the LA Times and other sources. The team also extracted data from Yelp’s API to identify businesses flagged as Black-owned to further add to the city’s database. The following map is made up of 500+ businesses. Enjoy as you Shop Local. Shop LA.