Web Reference: Sep 30, 2025 · Working with text data in Python often requires breaking it into smaller units, called tokens, which can be words, sentences or even characters. This process is known as tokenization. Sep 19, 2025 · In this article, we’ll discuss five different ways of tokenizing text in Python using some popular libraries and methods. The split() Method is the most basic way to tokenize text in Python. You can use the split() method to split a string into a list based on a specified delimiter. 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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