Best text data tools in 2025

Kashgari

Create accurate text classification models with minimal expertise.

clickworker

Crowdsourced data generation for AI training and development.

T5

Transforms various language tasks into a unified text format.

Google Natural Language API

Analyze text for insights and sentiment with advanced machine learning.

RAKE

Quickly extract relevant keywords from any document.

Flair NLP

A framework for advanced natural language processing tasks.

TextBlob

Python library for text analysis and sentiment evaluation.

Personality Insights

Advanced text analytics for actionable insights from data.

NLP Cloud

Advanced AI for natural language processing tasks.

SpaCy

Efficient library for processing and understanding human language.

Bag Of Words

Extracts insights from text data for informed decision-making.

Microsoft Azure Text Analytics

Automated solution for extracting insights from text data.

DatumBox

AI-driven text analysis for insightful business decisions.

Word2vec

Transforms words into numerical values for analysis.

Lexalytics Salience6

Text analysis software for insights and sentiment tracking.

BioGPT

Generates biomedical text for research and documentation needs.

Amazon Comprehend

Smart text analysis for extracting insights and understanding trends.

NLTK

Comprehensive library for natural language processing tasks.

Watson Natural Language Understanding

Analyze text data for insights and sentiment.

OpenNLP

Efficient library for natural language processing tasks.

TaylorAI

Automated text classification for teams to enhance data workflows.

SBERT

Transforms sentences into numerical representations for analysis.

IBM Watson Discovery Service

Advanced document analysis solution for faster insights.

Proxem Text Analysis

Advanced text analysis for customer insights and market trends.

InfraNodus

Visualizes and analyzes text data to uncover insights.