visdat is a package that helps with the preliminary visualisation of data. visdat makes it easy to visualise your whole dataset so that you can visually identify problems.
It's main functions are:
vis_dat()
vis_miss()
vis_guess()
vis_compare()
vis_expect()
Learn more about visdat at www.njtierney.com/visdat/articles/using_visdat.html