Web Reference: Aug 5, 2025 · NLTK provides a useful and user-friendly toolkit for tokenizing text in Python, supporting a range of tokenization needs from basic word and sentence splitting to advanced custom patterns. Sep 19, 2025 · Tokenization is the process of breaking down text into smaller pieces, typically words or sentences, which are called tokens. These tokens can then be used for further analysis, such as text classification, sentiment analysis, or natural language processing tasks. Learn what tokenization is and why it's crucial for NLP tasks like text analysis and machine learning. Python's NLTK and spaCy libraries provide powerful tools for tokenization. Explore examples of word and sentence tokenization and see how to customize tokenization using patterns.
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