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How to count the number of NAs in each column of a df?

I would like to remove columns of a df which have too many NAs.

I think that summary() should give me the information, I just don't  
know how to access it.

Advice?
_____________________________
Professor Michael Kubovy
University of Virginia
Department of Psychology
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