A robust and scalable MapReduce-Based Text Mining and Categorization System. Utilizing Hadoop and Python, this system enables efficient text mining and categorization of large datasets. Designed to extract valuable insights and classify text into predefined categories, it serves as a valuable tool for data analysts, researchers,