If you are new to R, then perhaps a look at simple univariate data is a good place to start. In this RPubs post, I take a look at both categorical and numerical data. It is quite easy to calculate descriptive statistics of univariate data and to visualize it using plots. Click the link and have a look.
By the way, the file is also available on GitHub.