Complex queries enable you to have a more fine grained approach to the subgraph that gets visualized. When building a complex query, you set constraints on the paths that you want to appear on the final graph. Each step of the query is matched by a node of the matching paths.
For example, take a look at the network of Princeton alums. Build your steps to focus specifically on founders from a specific area or year.