Types of diagram
There are many, many types of graph, qua network diagram. All share the same ontology of nodes (blobs) and vertices (lines).
Nodes can represent literally anything: concepts, ideas, statements, whtever. Links - sometimes virtual, as is often the case in affinity diagrams - represent semantic similarity of some kind.
Here are a few of the most obvious, from an IA and UCD point of view.