Introduction Unlocking the Power of Text: A Practical Guide to Preprocessing and Feature Extraction for Machine Learning. Text data is indeed ubiquitous, permeating nearly every facet of the digital world, from the torrent of social media posts and insightful customer reviews to the vast archives of research papers and news articles. This unstructured textual information