Which Community Detection Graph is suitable for traffic congestion propogation?

I am working on traffic congestion Analysis and want to use the GDS library for the propagation of congestion on road in case of a traffic accident/road closer.

Which algorithms will be more suitable and scalable for large data set.

Here nodes are geo-coordinates of road and connected by another geo-coordinates (Node). Congestion is identified in between the nodes.