Optimizing Data Analysis: A Comparison of Pandas, NumPy, and SciPy Methods for Finding Most Frequent Values in Each Week of a Datetime-Indexed DataFrame

This code creates a new dataframe with the same columns as the original dataframe, but with a new index that spans from January 5th to February 4th.

Resampling pandas DataFrame to a Day: Understanding the Issue and Solution