Google-refine does some really cool stuff, but one of the great developments in the last couple of years within the R community is a big push toward reproducibl

Google-refine does some really cool stuff, but one of the great developments in the last couple of years within the R community is a big push toward reproducible research and building a powerful toolchain to assist to that end. The problem with Google-Refine is that it is very hard to recreate precisely the same steps to get from raw to processed data.