Ralph Lengler & Martin J. Eppler did an amazing job of compiling various visualization methods in periodic table form showing different elements of data, information, concept, strategy, metaphor and compound visualization.
Find out about each element in interactive form on the source site of the creator: A Periodic Table of Visualization Methods.