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Individually, I want using the axis parameter to denote columns or index mainly because it is the predominant key word parameter Employed in nearly all pandas solutions. But, now you might have some included choices in Model 0.21.

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The subsequent functionality comparison graph was established using the perfplot library (which performs timeit assessments under the hood).

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@beardc another advantage of fall in excess of del is drop allows you to fall numerous columns at once, accomplish the operation inplace or not, and also delete information together any axis (Specifically beneficial for a three-D matrix or Panel)

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Pleasant effort, but it's possible you should think about pull request to pandas to only apply drop() with no matter what you come up with (then the person would not require to write down hideous code)? [Having said that it's been seven decades and perhaps There's been some efficiency improvement since then]

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