Best textual data categorization tools tools in 2025

DatumBox

AI-driven text analysis for insightful business decisions.

Watson Natural Language Understanding

Analyze text data for insights and sentiment.

Flair NLP

A framework for advanced natural language processing tasks.

Deep Talk

Transform feedback into actionable insights for businesses.

NLTK

Comprehensive library for natural language processing tasks.

Personality Insights

Advanced text analytics for actionable insights from data.

SpaCy

Efficient library for processing and understanding human language.

Bag Of Words

Extracts insights from text data for informed decision-making.

BigRead.ai

Interactive reading enhancement for students aged 6 to 18.

TextBlob

Python library for text analysis and sentiment evaluation.

SBERT

Transforms sentences into numerical representations for analysis.