Pandas can help load details from lots of resources, which include even Excel tables. It can do data functions which are simple to refactor simply because its API allows reducing with the details in a variety of techniques.
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Lots of Python modules utilizing CPU-intense algorithms already take this solution. A top Python developer will understand how to make this kind of optimizations on your existing code base.
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