On the other hand, there are things that pictures can convey in ways that plain text couldn't approximate.
To link to a famous example: http://en.wikipedia.org/wiki/File:Minard.png
Just looking at this, in half a minute or so, you get a pretty good idea of the quantities involved, how they evolved over time, how they are linked together, etc. Conveying the same information with pure text would be much more lengthy.
I'm not going to make an entire case for this right here - just read Edward Tufte's books if you aren't too familiar with those ideas.