Text Analysis Visualization NLP Tools

Interactive web applications and tools for exploring, analyzing, and visualizing text data through dashboards and visual interfaces. Includes word embeddings visualization, token analysis, sentiment analysis UIs, and domain-specific text exploration tools. Does NOT include model training pipelines, CLI tools, or applications focused on a single narrow NLP task (those belong in task-specific categories).

There are 23 text analysis visualization tools tracked. The highest-rated is bcgov/tno at 48/100 with 17 stars.

Get all 23 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=text-analysis-visualization&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	bcgov/tno Today's News Online (TNO) is a news aggregation system that takes in news...	48	Emerging	17	C#
2	NoahFinberg/insight_extractor A package of a simple version of the Considdr (2014-2020) ML model used to...	41	Emerging	15	Jupyter Notebook
3	marinaramalhete/nlp-toolkit Multi-feature NLP toolkit built with Streamlit — text summarization, named...	38	Emerging	7	Python
4	baboonzero/invisible-threads Discovers "invisible threads" - non-obvious insights that connect across...	34	Emerging	3	Python
5	Mhackiori/STIXnet A Novel and Modular Solution for Extracting All STIX Objects in CTI Reports	25	Experimental	29	Python
6	prakharrathi25/Text-Analytics-Tool This is an application that automates the process of text analysis with a...	25	Experimental	40	Jupyter Notebook
7	deepset-ai/haystack-search-pipeline-streamlit 🚀 Template Haystack Search Application with Streamlit	25	Experimental	27	Python
8	ida-space/automated-election-reporting-de automated-election-reporting-de automates the election reporting by...	24	Experimental	3	Python
9	halokaiwei/Semantic-Commerce-Analyzer An intelligent market monitoring tool that identifies identical product...	19	Experimental	—	Python
10	SiddhantSadangi/gpt2-token-similarity Streamlit app for exploring how language models process text through...	18	Experimental	4	Python
11	JnavioT/NLP_Spanish An App to probe some NLP tasks in spanish using Transformers libraries from...	17	Experimental	3	Python
12	jweissenberger/ize Use Natural Language to analyze and visualize your data with GPT-3	16	Experimental	3	Jupyter Notebook
13	Ajay-user/Streamlit-TextAnalysis-app NLP app covering common task like part-of-speech tagging, sentiment...	15	Experimental	1	Python
14	ABHISHEK1139/IND-Diplomat A geopolitical risk analysis engine with Bayesian state modeling,...	15	Experimental	1	—
15	Binn1908/wine-market-analysis Analyse exploratoire du marché du vin américain · Streamlit	15	Experimental	1	Python
16	asl4/amazon-sorftime-research-MCP-skill Analyze Amazon listings and categories using Sorftime MCP to deliver...	14	Experimental	—	—
17	LiganiumInc/Mossaida Mossaida is an APP powered by NLP to help people with reduced mobility in...	14	Experimental	1	Jupyter Notebook
18	Amir-SaberHabibi/word-embedding-explorer An interactive Streamlit web app for exploring and visualizing word...	14	Experimental	1	Python
19	praveendecode/Language_AI Streamlit-based NLP toolkit: Perform Sentiment Analysis, Translation, Speech...	14	Experimental	1	Python
20	M26I/multi_lang_nlp_pipeline Multi-language NLP pipeline with language detection, translation, sentiment...	13	Experimental	—	Python
21	songkai-z/twosa A tool for analyzing word similarities in the Babylonian and Jerusalem...	12	Experimental	3	Python
22	SuldinVyacheslav/ConfigNLP This is repository of mini-mini Streamlit application with HuggingFace...	11	Experimental	2	Python
23	LuisYL/ai-market-analysis AI-powered market analysis system with natural language interface	11	Experimental	—	Python