Check out this interactive table for help in defining and differentiating various types of visualizations to best meet your needs.
You will see that the table breaks visualization into six types:
data visualization
information visualization
concept visualization
strategy visualization
metaphor visualization
compound visualization
McCandless, David. (2015). Mountains Out of Molehills: A timeline of media-inflamed fears. Retrieved from
https://informationisbeautiful.net/visualizations/mountains-out-of-molehills-static-version/