Best textual data processing frameworks tools in 2025

TextBlob

Python library for text analysis and sentiment evaluation.

NLTK

Comprehensive library for natural language processing tasks.

Flair NLP

A framework for advanced natural language processing tasks.

SpaCy

Efficient library for processing and understanding human language.

DatumBox

AI-driven text analysis for insightful business decisions.