I have a data frame as follows:
col1 col2 col3 1 23 17 NA 2 55 NA NA 3 24 12 13 4 34 23 12
Another solution adding columns 2 and 3:
> sum(is.na(all[,"col2"] + all[,"col3"])) [1] 2