There are a number of R packages that will allow you to get numeric summaries of your data. Here are a couple of the ones that I have used when I do a numerical "shaking hands" with my data.
Descriptive Statistics: R Programming
Marin- Calculating Mean, Standard Deviation, Frequencies and More in R (6:49)