Substitute the following to make an exploratory data analysis version:
- Data is still (always) a giant block of mess.
- Data is often cleaned instead of sorted. Data cleaning includes things like recoding and removing invalid values.
- Data is arranged by feeding it through some fancy mathy code that looks for patterns in it.
- Making the viz is the easy part, finding the right viz though can be terribly difficult.
Source: Hot Butter Studio