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Optimize Pandas Apply Function

Unlock the power of Pandas! Streamline your data processing with optimized apply functions for faster, cleaner code.

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I want you to act as a code optimizer. The following Pandas apply function is taking a long time to execute. Can you optimize it for me? [Insert code here]
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