Best textual data evaluation software tools in 2025

TextBlob

Python library for text analysis and sentiment evaluation.

DatumBox

AI-driven text analysis for insightful business decisions.

NLTK

Comprehensive library for natural language processing tasks.

Watson Natural Language Understanding

Analyze text data for insights and sentiment.

Voyant Tools

Visual data analysis for digital text exploration and insights.

Bag Of Words

Extracts insights from text data for informed decision-making.

Proxem Text Analysis

Advanced text analysis for customer insights and market trends.

InfraNodus

Visualizes and analyzes text data to uncover insights.