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The preprocessed text is now tokenized once more, utilizing the same NLT word_tokenizer as before, but it can be swapped with a different tokenizer implementation. The technical context of this text is Python v3.eleven and several further libraries, most essential pandas v2.zero.1, scikit-learn v1.2.2, and nltk v3.eight.1. The technical context of this text is Python v3.eleven and several additional libraries, most important nltk v3.8.1 and wikipedia-api v0.6.0. Since my major NLP language is python and there are lots of NLP libraries written for Python we use Python right here. But sometimes a language would not have its own Wikipedia, or its Wikipedia is simply too small or shows too many artefacts being heavy on articles on certain subjects.

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