Point of Interest (POI) datasets of any strong quality have rarely been published freely. Overture and OpenStreetMap (OSM) have been making inroads but even in 2021, I could only find half of Starbucks' locations in OSM. Companies that produce these datasets can charge yearly rental fees that run into the 6-figure territory. I've worked with a few of these commercial feeds. On their own, they're not great for plotting POIs on maps but they're invaluable for building geocoding systems. This week,...