Configure the Program Flow Graph Preferences

Program flow graph options

Merge Duplicate Links: Check this to display the multiple links between nodes as a single link.
Display fully qualified section/paragraph names.: Check this to display fully qualified section and paragraph names in the graph.

Program flow graph node colors / selection: Configure the colors of the different nodes.