The largest number of registered businesses in 2019 are seen in areas with Zipcode 94103, 94107 and 94110 according to the data. Meanwhile, 80% of the businesses is concentrated in San Francisco city. For the housing price, the area with low and high price has relatively small business number. On the opposite, most of the business locate in the area that have medium housing price.
Housing price vs business number
Average housing price and registered business number in each zipcode area.