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. 1 score above 50 (established tier). The highest-rated is bcgov/tno at 55/100 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...	55	Established	17	C#
2	NoahFinberg/insight_extractor A package of a simple version of the Considdr (2014-2020) ML model used to...	45	Emerging	15	Jupyter Notebook
3	marinaramalhete/nlp-toolkit Multi-feature NLP toolkit built with Streamlit — text summarization, named...	45	Emerging	7	Python
4	baboonzero/invisible-threads Discovers "invisible threads" - non-obvious insights that connect across...	36	Emerging	3	Python
5	prakharrathi25/Text-Analytics-Tool This is an application that automates the process of text analysis with a...	32	Emerging	40	Jupyter Notebook
6	Mhackiori/STIXnet A Novel and Modular Solution for Extracting All STIX Objects in CTI Reports	32	Emerging	29	Python
7	deepset-ai/haystack-search-pipeline-streamlit 🚀 Template Haystack Search Application with Streamlit	32	Emerging	27	Python
8	ida-space/automated-election-reporting-de automated-election-reporting-de automates the election reporting by...	31	Emerging	3	Python
9	SiddhantSadangi/gpt2-token-similarity Streamlit app for exploring how language models process text through...	24	Experimental	4	Python
10	JnavioT/NLP_Spanish An App to probe some NLP tasks in spanish using Transformers libraries from...	24	Experimental	3	Python
11	jweissenberger/ize Use Natural Language to analyze and visualize your data with GPT-3	23	Experimental	3	Jupyter Notebook
12	Ajay-user/Streamlit-TextAnalysis-app NLP app covering common task like part-of-speech tagging, sentiment...	22	Experimental	1	Python
13	praveendecode/Language_AI Streamlit-based NLP toolkit: Perform Sentiment Analysis, Translation, Speech...	21	Experimental	1	Python
14	LiganiumInc/Mossaida Mossaida is an APP powered by NLP to help people with reduced mobility in...	21	Experimental	1	Jupyter Notebook
15	songkai-z/twosa A tool for analyzing word similarities in the Babylonian and Jerusalem...	19	Experimental	3	Python
16	halokaiwei/Semantic-Commerce-Analyzer An intelligent market monitoring tool that identifies identical product...	19	Experimental	—	Python
17	SuldinVyacheslav/ConfigNLP This is repository of mini-mini Streamlit application with HuggingFace...	18	Experimental	2	Python
18	ABHISHEK1139/IND-Diplomat A geopolitical risk analysis engine with Bayesian state modeling,...	15	Experimental	1	—
19	M26I/multi_lang_nlp_pipeline Multi-language NLP pipeline with language detection, translation, sentiment...	13	Experimental	—	Python
20	monapdx/Word-Lab Streamlit Word Lab is a text-analysis web app built with Streamlit that...	12	Experimental	1	Python
21	LuisYL/ai-market-analysis AI-powered market analysis system with natural language interface	11	Experimental	—	Python
22	FlyingFathead/neurograph-cli Terminal-based graph plotter for TensorFlow / GPT-2 neural network training data	10	Experimental	2	Python
23	mancrurod/LinguaAnimae Exploring emotions and meaning in Bible verses with NLP, transformers, and a...	10	Experimental	1	Jupyter Notebook

Comparisons in this category

Text-Analytics-Tool and Streamlit-TextAnalysis-app (32 vs 22)