Best text data evaluation tools in 2025

SpaCy

Efficient library for processing and understanding human language.

Apple Natural Language

Framework for managing and analyzing natural language text.

Flair NLP

A framework for advanced natural language processing tasks.

Microsoft Azure Text Analytics

Automated solution for extracting insights from text data.

DeepPavlov

Framework for creating intelligent conversational agents.