Question: what is the difference between exploratory and explanatory analysis?
Answer: Exploratory analysis is what you do to get familiar with the data. ... Exploratory analysis is the process of turning over 100 rocks to find perhaps 1 or 2 precious gemstones. Explanatory analysis is what happens when you have something specific you want to show an audience - probably about those 1 or 2 precious gemstones.