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The groupby() function in pandas is a powerful tool that allows you to split data into groups based on some criteria, apply a function to each group independently, and then combine the results back into a single DataFrame or Series. This operation is often referred to as “split-apply-combine.”

Here's a breakdown of how it works and some practical examples: