Directed graph?

I’m looking to create a sort of ambient traffic system and I’ve been playing around with different waypoint/pathfinding engines. So far I’ve set up a grid graph on the streets and I have the cars traveling to random coordinates. However, I was wondering if there was a way to somehow define direction of movement (with any kind of graph) as to allow for a distinction in traffic lanes.

Thanks.