Why is it so important to know your data? Discuss some methods you would implement to better learn and understand your data. What are some advantages to your methods? What are some disadvantages?

Discussion Length (word count): At least 250 words (not including direct quotes).

References: At least two peer-reviewed, scholarly journal references.