I think I've finally uncovered my central frustration with pandas.
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I get that this was designed for academics who want the straightforwardness. But I find it frustrating given my software eng background.
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I'd just write SQL if I wanted SQL.
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What I want is to be able to do basic filter-map-apply on data without having to worry whether it's going to magically change type
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doesnt help that frames/series/multiindex-frames act mostly the same so you dont realize something's changed type until oops, broken
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Yep--and nonsensical inconsistence with method names
End of conversation
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