Graphs are great for querying drawing a query can really help explaining what you really want. But for results visualization as soon as you reach the hundredish nodes it becomes unbearable. There are tricks used by crime analyzis software for example where results are grouped in different nodes that can make it easier, but that's only good for when you don't have too many node types.