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This article explores how the popular open-source programming language R can be used for text classification tasks such as basic spam detection, sentiment analysis, and topic labeling. R provides a wide range of packages and features specifically designed for natural language processing (NLP) and text classification. Additionally, it is a machine-learning approach that divides the text into specific categories based on its content.