In Chapter 2, A Basic Watson Project of this book, we took the time to use the Watson Analytics Refine feature to tune a dataset, as well as talk about some of the things you can use Refine for. Since we have identified an insight while exploring our data in this chapter, we won't revisit Refine here, but rest assured we will revisit Refine later in this book.