Crawl the wine catalogue from wine.com and ingest it in an elastic index. Any other storage tool would work as well but kibana is an awesome data visualization and exploration tool that is seamlessly integrated with elasticsearch.
The pictures below are kibana screenshots and display wine on sale at wine.com. The geo location is inferred using the google geo decorator.
The data is fetched from wine.com, so you will need an API key.
The data is stored in an elastic index. This project uses elasticsearch 5.5.0, but any other (higher) version will do as well.
For visualization and exploration, kibana 5.5.0 is used. Again, any other (higher) version will do as well.
There are loads of other wine sellers. Unfortunately, not all do provide an API. One that does not seem to be too complicated to crawl is Captain Cork.