Comment by tripgeo

Thanks for posting the map. This was just a little project to play with the new BizData API - https://bizdata-web.vercel.app/. The map searches for businesses tagged 'bar' on OpenStreetMap (using the BizData API). It therefore doesn't work great in the UK where pubs are more often tagged 'pub' on OpenStreetMap. So I did learn something in building the map - namely that the BizData API has some gaps in the categories currently covered. However it promises to be a great free and open alternative to the very expensive Google Places API.