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by carreau 3285 days ago
But.. pandas uses numpy under the hood. If numpy is better and can offload some of the core functionality from pandas that will also benefit pandas right ?
1 comments

Right, but I'm talking about the pandas API. Stuff like how easy it is to remember exactly how to do aggregations, transformations, etc.
Here's some specific examples:

https://twitter.com/Chris_Said/status/715249097326768128

https://twitter.com/Chris_Said/status/861244045535756290

I could be wrong, but I'm pretty sure that these would be solved by pandas API design improvements, not with numpy improvements under the hood. (NB: As always, a big thanks to the developers for all their work.)