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@pandas_dev

Official account of the pandas project

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linkhttps://pandas.pydata.org calendar_today07-07-2018 21:16:22

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@pandas_dev

2 years ago

Artificial intelligence may not be so intelligent if it uses pandas .apply() when not strictly necessary. Our operations are usually vectorized (very fast), .apply() is usually not, so it may be very slow. Avoid loops and apply if a pandas operation exists for what you need.