Improving String Comparison and Extraction Performance in Pandas DataFrames

Converting Series to Pandas DataFrame with Duplicate Index Columns: A Step-by-Step Guide

Replacing Multiple Terms in a Pandas Column for Efficient Data Transformation and Simplification in Python

Incrementing Contiguous Positive Groups in a Series or Array