Reply to post: Execution speed...

Python explosion blamed on pandas

Schultz
Boffin

Execution speed...

when you play with big quantities of data in science, the speed is usually limited by inefficient code, not by inherent properties of the language. When I crunch my 5 GB dataset, making a for loop a little faster won't make my code run in a reasonable time -- but moving to a sparse data representation or avoiding the loop altogether will. Python makes those things easy, that's why it is a game changer for science.

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