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 28 sentiment analysis dashboards tools tracked. The highest-rated is khanfarhan10/TextSentimentAnalysis at 35/100 with 32 stars.

Get all 28 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)...	35	Emerging	32	Jupyter Notebook
2	Davisy/Swahili-Tweet-Sentiment-Analysis-App A simple app to analyze the sentiment of Swahili tweets.	26	Experimental	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...	25	Experimental	29	Python
4	mathrailsAI/sentiment_insights SentimentInsights is a Ruby gem for extracting actionable insights from...	24	Experimental	7	Ruby
5	kaushikmupadhya/AI-Sentiment-Analysis-Python-NLP An NLTK-enhanced, high-performance Sentiment Analysis engine feat. a...	22	Experimental	—	Python
6	netisheth/Churn-Prediction-and-Analysis Extracted live tweets of customers by using Twitter APIs to create automatic...	20	Experimental	8	Jupyter Notebook
7	Ayesha24banu/telecom_churn_multimodal_ai 📡 Multimodal AI system for Telecom Customer Churn Prediction using ML, DL +...	20	Experimental	1	Jupyter Notebook
8	harrychangjr/tiktok-analytics Enhanced Tiktok dashboard using Streamlit and Plotly	19	Experimental	3	Python
9	prathikshetty2002/NLP-Guide NLP basics and applied ML	18	Experimental	7	Python
10	ikhlo/TiktokAppAnalytics An interactive online dashbord to analyse hashtag on TikTok application	18	Experimental	3	Python
11	ezeparziale/sentiment-analysis-streamlit :grinning: Sentiment Analysis :unamused:	17	Experimental	3	Python
12	MohamedTarek1er/Sentiment_Analysis_NLP Sentiment Analysis using NLP and Machine Learning classification models,...	17	Experimental	1	Jupyter Notebook
13	M1325-source/Sentiment-Analysis Advanced Twitter Sentiment Analyzer built using TF-IDF and Logistic...	17	Experimental	3	Python
14	priyansh4320/Ice-Sejj Introducing Ice-Sejj: Your Ultimate NLP and Machine Learning Solution	17	Experimental	2	Python
15	PriyanshiChandra/text-tone-detector Text Tone Detector is a machine learning based application that detects the...	17	Experimental	2	Jupyter Notebook
16	Infant-Joshva/Project_5-AI-Echo_Sentiment-Analysis 💬 AI Echo – Analyze User Reviews & Predict Sentiment with NLP 🤖📈	16	Experimental	1	Jupyter Notebook
17	Geezam/NewsSentiment A Python project that scrapes news headlines from RSS feeds, performs...	15	Experimental	—	Python
18	ChanMeng666/customer-insight 【Star us if you're awesome!⭐️】A comprehensive customer review analysis...	14	Experimental	—	Python
19	Prasath2001/Sentiment-Prediction-App-using-Streamlit A Streamlit app to predict statistics of sentiment scores of input.	14	Experimental	1	Jupyter Notebook
20	MalikShaharyar22/sentimentflow 📰 Analyze news sentiment easily with SentimentFlow, an AI pipeline that...	14	Experimental	—	Python
21	alexquilis1/news-sentiment-analyzer A Flask web app that analyzes sentiment in news articles and generates word...	13	Experimental	—	Python
22	StfBlanchet/Agoraphon A Flask application for analyzing activity on an online discussion forum,...	13	Experimental	11	—
23	hipnologo/sentiment-analysis-worldnews Script loads news via APIs, analyzes sentiments using VADER, displays...	12	Experimental	4	Python
24	Alamodi123/Threads-Sentiment-Analysis-Project An end-to-end NLP project performing 3-class sentiment analysis on 33,000+...	12	Experimental	1	Jupyter Notebook
25	P0r1asad/Automated-waste-complaint-NLP NLP-based system for analyzing and classifying municipal waste complaints...	12	Experimental	1	Jupyter Notebook
26	ysskrishna/ai-customer-feedback-analyzer A powerful AI-powered customer feedback analyzer built with Streamlit....	11	Experimental	—	Python
27	deekshith-b48/sentiment-analysis End-to-end machine learning system for English text sentiment analysis with...	11	Experimental	—	Jupyter Notebook
28	bhuvan-puttaraju/stock-sentiment-analysis NLP-based Stock Sentiment Analysis using TF-IDF, Logistic Regression, Naive...	11	Experimental	—	Jupyter Notebook