I see some very cool visualization tools here, but there's no real way to automate EDA. EDA is really about the 'why' question. It requires a mix of both stats and domain knowledge -- is this weird, or seem out of place, and why? How do we make sense of the different components of what looks like a historical trend, and is it universal, and why? I've seen 'automating' EDA get a lot of data scientist in trouble by building what look like statistically sound models, but that make little if any logical or business sense.

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