Removing punctuation refers to the process of eliminating characters such as commas, periods, question marks, and exclamation points from text data. This step is crucial in preparing text for analysis and processing, as it helps to standardize the text and allows algorithms to focus on the core content without distractions. By stripping away punctuation, the text can be normalized, making it easier for computational models to understand and manipulate the underlying linguistic structure.
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