Sentiment Analysis Dashboards NLP Tools

Production-ready sentiment analysis systems with interactive visualization interfaces (Streamlit/web dashboards) for analyzing text data at scale. Does NOT include sentiment classification models without dashboards, churn prediction systems, or pure ML pipelines without user-facing analytics interfaces.

There are 36 sentiment analysis dashboards tools tracked. The highest-rated is khanfarhan10/TextSentimentAnalysis at 42/100 with 32 stars.

Get all 36 projects as JSON

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

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	khanfarhan10/TextSentimentAnalysis Text Sentiment Analysis in Python using Natural Language Processing (NLP)...	42	Emerging	32	Jupyter Notebook
2	Davisy/Swahili-Tweet-Sentiment-Analysis-App A simple app to analyze the sentiment of Swahili tweets.	33	Emerging	3	Python
3	BhaswatiRoy/Complete-Text-Analysis-Streamlit-Web-App This is a Text Analysis App which can be used to find a detailed analysis of...	32	Emerging	29	Python
4	mathrailsAI/sentiment_insights SentimentInsights is a Ruby gem for extracting actionable insights from...	30	Emerging	7	Ruby
5	netisheth/Churn-Prediction-and-Analysis Extracted live tweets of customers by using Twitter APIs to create automatic...	27	Experimental	8	Jupyter Notebook
6	harrychangjr/tiktok-analytics Enhanced Tiktok dashboard using Streamlit and Plotly	26	Experimental	3	Python
7	ikhlo/TiktokAppAnalytics An interactive online dashbord to analyse hashtag on TikTok application	25	Experimental	3	Python
8	prathikshetty2002/NLP-Guide NLP basics and applied ML	25	Experimental	7	Python
9	PriyanshiChandra/text-tone-detector Text Tone Detector is a machine learning based application that detects the...	24	Experimental	2	Jupyter Notebook
10	ezeparziale/sentiment-analysis-streamlit :grinning: Sentiment Analysis :unamused:	24	Experimental	3	Python
11	priyansh4320/Ice-Sejj Introducing Ice-Sejj: Your Ultimate NLP and Machine Learning Solution	24	Experimental	2	Python
12	M1325-source/Sentiment-Analysis Advanced Twitter Sentiment Analyzer built using TF-IDF and Logistic...	24	Experimental	3	Python
13	MohamedTarek1er/Sentiment_Analysis_NLP Sentiment Analysis using NLP and Machine Learning classification models,...	23	Experimental	1	Jupyter Notebook
14	kaushikmupadhya/AI-Sentiment-Analysis-Python-NLP An NLTK-enhanced, high-performance Sentiment Analysis engine feat. a...	22	Experimental	—	Python
15	Prasath2001/Sentiment-Prediction-App-using-Streamlit A Streamlit app to predict statistics of sentiment scores of input.	21	Experimental	1	Jupyter Notebook
16	StfBlanchet/Agoraphon A Flask application for analyzing activity on an online discussion forum,...	20	Experimental	11	—
17	Infant-Joshva/Project_5-AI-Echo_Sentiment-Analysis 💬 AI Echo – Analyze User Reviews & Predict Sentiment with NLP 🤖📈	16	Experimental	1	Jupyter Notebook
18	Geezam/NewsSentiment A Python project that scrapes news headlines from RSS feeds, performs...	15	Experimental	—	Python
19	P0r1asad/Automated-waste-complaint-NLP NLP-based system for analyzing and classifying municipal waste complaints...	14	Experimental	1	Jupyter Notebook
20	Alamodi123/Threads-Sentiment-Analysis-Project An end-to-end NLP project performing 3-class sentiment analysis on 33,000+...	14	Experimental	1	Jupyter Notebook
21	ChanMeng666/customer-insight 【Star us if you're awesome!⭐️】A comprehensive customer review analysis...	14	Experimental	—	Python
22	MalikShaharyar22/sentimentflow 📰 Analyze news sentiment easily with SentimentFlow, an AI pipeline that...	14	Experimental	—	Python
23	alexquilis1/news-sentiment-analyzer A Flask web app that analyzes sentiment in news articles and generates word...	13	Experimental	—	Python
24	hipnologo/sentiment-analysis-worldnews Script loads news via APIs, analyzes sentiments using VADER, displays...	12	Experimental	4	Python
25	shubham5027/Complete-Text-analysis-Using-Natural-Language-Processing An NLP based APP includes features for spam detection, sentiment analysis,...	12	Experimental	5	Python
26	bhuvan-puttaraju/stock-sentiment-analysis NLP-based Stock Sentiment Analysis using TF-IDF, Logistic Regression, Naive...	11	Experimental	—	Jupyter Notebook
27	ysskrishna/ai-customer-feedback-analyzer A powerful AI-powered customer feedback analyzer built with Streamlit....	11	Experimental	—	Python
28	deekshith-b48/sentiment-analysis End-to-end machine learning system for English text sentiment analysis with...	11	Experimental	—	Jupyter Notebook
29	n-minhhai/dynamic-sentiment-classifier Hackathon Winning Project (LSE Datathon 2021)	11	Experimental	3	Jupyter Notebook
30	KaustavModak/BUSINESS-AIDED-CUSTOMER-FEEDBACK-ASSESSMENT-SYSTEM A Streamlit-based sentiment analysis app that classifies customer reviews...	10	Experimental	1	Jupyter Notebook
31	faheemrajwadkar/twitter_sentiment_analysis Twitter Sentiment Analysis using NLP techniques and deployment on Streamlit	10	Experimental	2	Python
32	FrienDotJava/telegram-review-sentiment-analysis [Deployed in Streamlit] A machine learning NLP project analyzing Telegram...	10	Experimental	1	Jupyter Notebook
33	anaakhaa/project-8 CONTEXTIQ : AN ADVANCED FRAMEWORK FOR CONTEXTUAL ANALYSIS AND RISK DETECTION	10	Experimental	1	Python
34	LDolanLDolan/review-insights-monitor AI-powered sentiment analysis tool for evaluating processes and tracking...	10	Experimental	1	PowerShell
35	soKhalid/ANLP-Project Advanced NLP project for customer support sentiment analysis using Amazon...	10	Experimental	1	—
36	SachinthyaCodes/sentiment-analysis An interactive web app to analyze tweet sentiments using TextBlob or VADER....	10	Experimental	1	Jupyter Notebook

Comparisons in this category

TextSentimentAnalysis and Sentiment_Analysis_NLP (42 vs 23)