Yes, this is still a bit confusing. So global graph is all of your notes. You open this with the command Open graph view or from the graph button in the left ribbon.
Local graph is for a single note where the note is the starting node. You open this with the command Open local graph, also found in the note overflow menu (three vertical buttons top-right).