Is there a data analyst handbook? Starting a role in that soon (switching from SWE - tired of full-time programming)
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In my more analytic moments I try to convince myself that data engineering and analysis is like chemical refining, creating useful byproducts out of raw liquids, but in my cynical moments, the plumbing metaphors for it are just so much more evocative.
And then after this came a huge industry with programmers.
For me it is more like back-to-basics.