These are on-premises licences only, places where you drink where you buy. Liquor stores, grocery beer licences and other off-premises classes are excluded, which is why the number here is a fraction of every SLA record in the city.
A licence is not a business. One address can hold several, an additional bar licence sits alongside the main one, and a licence can outlast the business that took it out. Pending means the application is filed, not granted.
The address is the premises as filed with the state, and a few hundred records statewide carry no usable coordinates and are therefore not shown.