Figure 2. Notions of hubs in networks.
Provincial hubs are high-degree nodes that primarily connect to nodes in the same module. This provincial hub is also a hub of high degree overall because it has a high number of connections relative to other nodes in the network and contributes to many paths through the network. Connector hubs are high-degree nodes that show a diverse connectivity profile by connecting to several different modules within the network (see also [36]).