NLTK is widely considered the most comprehensive Python library for NLP. It is an essential library that supports tasks like classification, tagging, stemming, parsing, and semantic reasoning.

Python’s popularity in the data science and machine learning communities, combined with the ease of use and extensive documentation of NLTK, has made it a go-to choice for many NLP projects.