- Visualization is for making data flashy
- Software does everything
- The more information in a single graphic, the better
- Visualization is too biased to be useful
- Visualization has to be exact
I would add that the misconceptions outlined by Yau above, apply equally to modeling in general.
Source: Yau, N (2011, September 23), 5 Misconceptions About Visualization, Flowing Data.