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Learning pandas - Second Edition by Michael Heydt

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Applying aggregate functions, transforms, and filters

The apply step allows for three distinct operations on each group of data:

  • Applying an aggregation function
  • Performing a transformation
  • Filtering an entire group from the results

Let's examine each of these operations.

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