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Working with Time Series Data: Averaging Values During Specific Time Periods Using Python and Pandas for Efficient Time Series Analysis and Data Processing.

Using TQDM with Map for DataFrames in Pandas: A Comprehensive Guide to Improving Code Readability and Performance.

Based on your detailed breakdown, here's a revised version of the code that incorporates all the steps: