Python has a wide range of open-source NLP libraries, including Natural Language Toolkit (NLTK), spaCy, TextBlob, Gensim, Pattern, and Stanford NLP.

Overview The right Python libraries can dramatically improve speed, efficiency, and maintainability in 2025 ...

Why Use Python for Semantic SEO? Python is widely used in NLP research and industry projects because of its strong ecosystem of open-source libraries, ease of use, and integration capabilities.

In fact, 53% of respondents stated they used at least one of the following NLP libraries popular within the Python ecosystem: Hugging Face, spaCy, Natural Language Toolkit (NLTK), Gensim, or Flair.