Install R on Ubuntu the fast way and without missing dependencies.
Install R and more tools using Chocolatey package manager.
Install GNU and non-GNU tools using Homebrew, and save yourself a headache and valuable time when you need newer software versions.
Work with SPSS format and labelled data in R.
I recommend this book for those who want do to text mining easier, effective, and consistent with tools already in use.