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My experience is that if you want to do ML, viz, or advanced analytics, dataframes give a better experience.

If you are shuffling data around in pipelines, sure, go for SQL.

Readability is in the eye of the beholder. I much prefer dataframes for that, though a good chunk of the internet claims to throw up in their mouths upon seeing it...



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