While writing a MapReduce program with rmr2 is much easier than writing a native Java version, it is still hard for non-developers to write a MapReduce program. Therefore, you can use plyrmr, a high-level abstraction of the MapReduce program, so that you can use plyr-like operations to manipulate big data. In this recipe, we will introduce some operations you can use to manipulate data.