And while the command-line interface of R can be intimidating at first, the strengths of this approach, such as increased ability to share and reproduce analysis, soon become apparent. Its utility and popularity show the same explosive growth that characterizes the increasing availability and variety of data. R is a free, open-source statistical programming language.