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Pandas performance tips

January 26, 2023
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Using Python pandas can be quite a pain if you don’t know how to parse or read data effectively. This can be especially so if you are doing Kaggle and spend several minutes on each command, costing precious time for execution. For iterations: dict>.values>itertuples>iterrows>range(len(df)) A common way to iterate through a datafram is to...

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Python Tips

November 1, 2022
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Here are some tips to help you write faster Python code: These are some general tips to help you write faster Python code. However, the best way to optimize the performance of your code is to profile it and identify the bottlenecks. From there, you can target specific areas for improvement.

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