I see ggplot2 is not so much as a replacement for base graphics but rather for lattice, and as such it is pretty amazing.  Downsides of ggplot2 are the poor default theme and the fact that it&#x27;s horribly slow.  For bigger data sets it is often two orders of magnitude slower than base graphics, which can be prohibitive.