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Thanks for the demo code! This really helped me out. I had to sort out the UX for displaying a multi-model graph and came up with this change. It doesn't quite fit this demo, but thought I'd pass it along.
Display Name
For user experience, a "DisplayName" attribute is derived for all vertices by passing the dataframe column name to be displayed in the graph to the create_vertex_df function as display_name. The function pulls the attribute value from the dataframe by including it in the columns list in the following line of code. (Highlighted here because it was not included in any of the github examples.)