Sentiment Analysis Applications ML Frameworks

Web and UI-based sentiment analysis tools with real-time processing, visualization, and social media integration. Does NOT include model training frameworks, academic datasets, or backend ML infrastructure.

There are 130 sentiment analysis applications frameworks tracked. The highest-rated is P7h/Spark-MLlib-Twitter-Sentiment-Analysis at 49/100 with 142 stars.

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#	Framework	Score	Tier	Stars	Language
1	P7h/Spark-MLlib-Twitter-Sentiment-Analysis :star2: :sparkles: Analyze and visualize Twitter Sentiment on a world map...	49	Emerging	142	Scala
2	nfflow/redditflow Do everything from data collection from reddit to training a machine...	47	Emerging	82	Python
3	umitkaanusta/TIA Your Advanced Twitter stalking tool	42	Emerging	152	Jupyter Notebook
4	hleb-kastseika/salesforce-einstein-sentiment-analysis Demo for Salesforce Einstein Sentiment Analysis (Natural Language Processing)	37	Emerging	18	Apex
5	YehezkielG/sentiment-spline-truncated-bencana-banjir Analisis tren sentimen time-series menggunakan Regresi Spline Truncated.	37	Emerging	2	Jupyter Notebook
6	BBVA/Tarkin A tool for anomaly detection over streaming data based on sentiment analysis	36	Emerging	30	Jupyter Notebook
7	Prajwal10031999/Sentiment-Analysis-ML-Flask-App A machine learning end to end flask web app for sentiment analysis model...	35	Emerging	28	Python
8	burhanahmed1/TwitSpark Advanced Twitter sentiment analysis pipeline using Apache Spark for...	34	Emerging	3	Jupyter Notebook
9	detiuaveiro/social-network-mining Informatics Final Project	33	Emerging	5	JavaScript
10	lokeshinumpudi/Twitter-Streaming-Analysis-MongoDB Sentiment Analysis and data analytics on twitter data	33	Emerging	4	JavaScript
11	TheAhmadOsman/HeatedWorld :world_map: Interactive Live World News Heat Map with Natural Language...	33	Emerging	8	JavaScript
12	rbhatia46/Twitter-Sentiment-Analysis-Web Twitter Sentiment Analysis using Textblob and Tweepy, wrapped with Flask as...	33	Emerging	27	JavaScript
13	adilsaid64/reddit-project A reddit sentiment analysis application. Allows users to search for a...	32	Emerging	23	Python
14	carson-evans/AI-Sentiment-Analysis-IBM-Watson Text analysis using artificial intelligence to identify emotion from input	31	Emerging	3	Python
15	ahmedshahriar/Sentiment-Analysis Sentiment Analysis Projects	31	Emerging	3	HTML
16	bijoyandas/sentdecoder sentdecoder is a real time twitter based sentiment analysis engine built...	31	Emerging	2	JavaScript
17	Yash22222/Flask-based-Sentiment-Analysis-for-Product-Reviews "Flask Sentiment Analyzer" is a web app that predicts the sentiment of...	31	Emerging	3	Jupyter Notebook
18	Aayushkr2574/Team-Pandavs-Intel-Unnati-Industrial-Training--Intel-Product-Sentiment-Analysis- This directory is an insight into sentiment analysis of various products of Intel.	31	Emerging	1	Jupyter Notebook
19	RichardSneyd/brainjs-sentiment-analysis A simple sentiment analyser	30	Emerging	2	JavaScript
20	cauasantoslt/SentimentAPI Hackathon ONE II - Brasil \| NoCountry API de Análise de Sentimentos...	30	Emerging	4	Jupyter Notebook
21	denny-saryanto/analisis-sentimen-naive-bayes Analisis Sentimen Terhadap Penanganan Covid-19 Menggunakan Naive Bayes...	29	Experimental	9	JavaScript
22	taradactyl27/nft-sentiment-analysis Research project exploring the classification of genuine NFT projects from...	29	Experimental	10	Jupyter Notebook
23	Sanchit611/FlipKart-Grid-Information-Security Flipkart Grid 4.0 Submission for Information Security Challenge	29	Experimental	7	CSS
24	nizarhaider/RoastMe RoastMe is a RoastBot built on a Flask application that utilizes machine...	29	Experimental	24	JavaScript
25	ManuelEspejo/NLP-Sentiment-Analysis-Mental-Health Performing sentiment analysis for binary classification with neural networks.	29	Experimental	7	Jupyter Notebook
26	nani67/SIH_SentimentAnalysis Sentiment Analysis of students and providing help to relieve stress in a...	29	Experimental	1	TypeScript
27	code-alchemist01/Lstm-sentiment-analysis LSTM-based sentiment analysis with Streamlit web interface. Real-time text...	29	Experimental	10	Python
28	sydney-machine-learning/sentimentanalysis_bhagavadgita Sentiment analysis translations of the Bhagavad Gita	29	Experimental	9	Jupyter Notebook
29	bact/sentimentdemo AI BOM example. A simple sentiment analysis application, published solely as...	28	Experimental	2	Python
30	tarekmasryo/advanced-ml-sentiment-lab Advanced Streamlit + Plotly sentiment analysis lab: TF-IDF (word+char),...	27	Experimental	8	Python
31	venkat-0706/Sentimental-Analysis Build a model to classify text as positive, negative, or neutral. Apply NLP...	27	Experimental	18	Jupyter Notebook
32	JohannaRangel/FinalProject_YelpGoogleMaps LABS Final Project: Yelp_GoogleMaps_Reviews - Roles: Data Engineer, Data...	27	Experimental	6	HTML
33	airtonbjunior/opinionMining Opinion Mining/Sentiment Analysis Classifier using Genetic Programming	27	Experimental	13	Python
34	janaghoniem/Social-Media-Sentiment-Analysis This project uses deep learning and machine learning models to classify text...	26	Experimental	2	Jupyter Notebook
35	dwhitena/go-streaming-sentiment-analysis Streaming sentiment analysis of tweets with MachineBox and Go	25	Experimental	6	Go
36	neotechies/flipkart_grid Project on Trust and affluence signal extraction from social media data for...	25	Experimental	6	CSS
37	LN5user/sentiment-analysis-llm How to use Large Language Model for Sentiment Analysis	25	Experimental	8	Jupyter Notebook
38	triandicAnt/TwitterSentimentAnalytics Basic Twitter Sentiment Analytics using Apache Spark Streaming APIs and...	24	Experimental	2	Java
39	DanielHelps/Reddit-emotions Web app based on NLP machine learning methods to calculate the aggregated...	24	Experimental	4	JavaScript
40	minisnappfood/SnappFood sentiment analysis on Snapp!food users' comments using classical machine...	24	Experimental	24	Python
41	BhaswatiRoy/FlipAnalyse FlipAnalyse can be used to get a detailed overall sentiment analysis of...	24	Experimental	3	HTML
42	DarshitJain04/PRML-Project-Frontend Webapp for the project Sentiment Analysis of Drug Reviews (Course: CSL2050...	23	Experimental	1	JavaScript
43	Shrutakeerti/Sentiment-Analysis-Info The information gathered and can be used for the upcoming projects of...	23	Experimental	3	Jupyter Notebook
44	hash1khn/reddit-sentiment-analysis Reddit Sentiment Analysis performs sentiment analysis on Reddit comments...	23	Experimental	3	Jupyter Notebook
45	Abdullah-Sheikh/sentimentAnalysis Sentimental Analysis is an Android App in which I use IBM cloud Tone...	23	Experimental	2	Java
46	ZeusCoderBE/Data-Minning-NLP-clustering-word--Vietnamese-Sentiment-Analysis-Public NLP sentiment	23	Experimental	3	Jupyter Notebook
47	kingieX/Sentiment_analyzer SocialSentiment Analyzer, powered by Vite, React, and FastAPI, delivers...	23	Experimental	3	Python
48	HannahIgboke/Sentiment-Analysis-of-Real-time-Flipkart-Product-Reviews Integration of a trained sentiment classification model into a Flask web app...	23	Experimental	3	Jupyter Notebook
49	Jhoncries/CodeAlpha_Consumer-Sentiment-Analysis 🔍 Analyze consumer sentiment and emotions using data from Amazon, Twitter,...	22	Experimental	—	Jupyter Notebook
50	vignesh1507/Feel-flux This project is basically a sentiment analysis which will work in input and...	22	Experimental	5	C++
51	alberto151/reddit-insights-analyzer 📊 Analyze Reddit discussions for clear insights, filtering noise to reveal...	22	Experimental	—	Python
52	7Zenox/talewind A bias detection system that takes text as input and analyses Sentence-wise....	22	Experimental	2	Jupyter Notebook
53	Kamal-Singh22/AI-Driven-Emotional-Sentiments-Analysis This project leverages machine learning to analyze and classify the...	22	Experimental	2	Python
54	tunawasabe/Project_5-AI-Echo_Sentiment-Analysis 💬 Analyze and classify sentiments in text inputs as Positive, Negative, or...	22	Experimental	—	Jupyter Notebook
55	YehezkielG/sentiment-analysis-livin-by-mandiri dataset came from scraping in play store livin by mandiri app	22	Experimental	1	Jupyter Notebook
56	Jeremias20070617/customer-sentiment-dashboard 📊 Analyze customer feedback with our AI-powered dashboard for deep insights...	21	Experimental	—	TypeScript
57	GabeTheCake/sentiment-analysis Projeto de NLP para classificação de sentimentos em textos utilizando...	21	Experimental	—	Jupyter Notebook
58	siseko-D/SentimentV3 Free, local sentiment analysis dashboard using VADER with real-time emotion...	21	Experimental	—	JavaScript
59	AnthonyByansi/SociOpinion-Decoding-Emotions-from-Social-Media Sentiment Analysis of Social Media Posts	21	Experimental	11	—
60	jimmyola/Hack_Change_2025 🛠️ Build a sentiment analysis tool for text classification, featuring a web...	21	Experimental	—	TypeScript
61	thierrymaesen/AI-BusinessPulse 🧠 AI-powered Business Reputation Intelligence Platform — Analyse les avis...	21	Experimental	—	Python
62	Devubavaria/FLIPKART-GRID-4.0 EXTRACT TRENDS FROM SOCIAL MEDIA	20	Experimental	8	Jupyter Notebook
63	VuBacktracking/Deep-Neural-Network-Vietnamese-Student-Feedback-Sentiment-Analysis Vietnamese Student Feedback Sentiment Analysis	20	Experimental	7	Jupyter Notebook
64	BorDch/Hack_Change_2025 Проект был выполнен в рамках Хакатон Hack&Change 2025 Трек ML / Web:...	20	Experimental	1	TypeScript
65	mjmaher987/Sentiment-Analysis-Project This is a project related to machine learning course	20	Experimental	8	Jupyter Notebook
66	mirzayasirabdullahbaig07/Sentiment_Analysis_Model SentimentAnalysizer: An AI-powered app that analyzes text and instantly...	20	Experimental	15	Python
67	cadia-lvl/sentiment-analysis Deep Learning and Machine learning training on Icelandic translated data	19	Experimental	4	Jupyter Notebook
68	JagadishSivakumar/Sentiment-Analysis-Globe Sentiment Analysis Globe - Three.js	19	Experimental	4	JavaScript
69	hoochlef/analysy analysy is a web application built using Angular and Python that provides a...	18	Experimental	2	TypeScript
70	yeisonmontoya1815/Machine-Learning_Prediction_CAN_Inflation we aim to predict trends in the Canadian market basket using sentiment...	18	Experimental	2	HTML
71	ascender1729/sentipulse SentiPulse is an advanced sentiment analysis tool that leverages AI to...	18	Experimental	2	Svelte
72	dairlair/sentimentd High-performance sentiment analyze service	17	Experimental	1	Go
73	dukebismaya/sentiment_analysis_project A Streamlit web application that classifies IMDB movie reviews as positive...	17	Experimental	—	Jupyter Notebook
74	HPD1155/Simply-Sentiment-Analysis This is a simple sentiment analysis NLP program made with TensorFlow. Meant...	17	Experimental	1	Jupyter Notebook
75	Sultan-aj/Sentiment-Analysis A Sentiment Analysis model that can classify text as positive or negative.	17	Experimental	1	Python
76	jestra52/twitter-sentiment-analysis Sentiment Analysis for movie review tweets with python using TF-IDF	17	Experimental	1	JavaScript
77	garimamittal13/megathon-24 Hackathon project: BERT-powered emotion and sentiment analysis web app with...	14	Experimental	—	HTML
78	nobsai-dev/test-student-sentiment-api High-performance sentiment analysis API with custom trained models and caching	14	Experimental	—	—
79	shraddhamagare/Sentiment_Analyzer AI-powered Sentiment Analysis Web App using NLP, Machine Learning & Streamlit	14	Experimental	—	Python
80	RamonRL/ml-api-sentiment A production-ready sentiment analysis API built with FastAPI, scikit-learn,...	14	Experimental	—	Python
81	vashist171/Twitter_Reddit_Sentimental_Analysis A complete sentiment analysis pipeline with text cleaning, model training,...	14	Experimental	—	Jupyter Notebook
82	ahmad-abotrab/arabic_sentiment_classification This project applies NLP and machine learning in a professional context,...	14	Experimental	—	Jupyter Notebook
83	Sarika-stack23/Feedback-Analyser AI-powered app review intelligence system — sentiment analysis, trend...	14	Experimental	—	Python
84	Padmore-Nana-Prempeh/sentiment-analysis-dashboard End-to-end ML + NLP dashboard for sentiment analysis, complaint extraction,...	14	Experimental	—	Python
85	adeloaleman/sentiment-dash Python Dash app for sentiment analysis of customer reviews	14	Experimental	—	Python
86	naraya-albani/Sentiment-Analysis-Gojek Analisis Sentimen Ulasan Pengguna Gojek di Play Store. Menggunakan teknik...	14	Experimental	—	Jupyter Notebook
87	SwagBoii99/UK-AI-sentiment-analysis 🤖 Analyze UK public sentiment on AI with this interactive dashboard using...	14	Experimental	—	Python
88	MikiTwenty/tweets-mining University Project	13	Experimental	—	Jupyter Notebook
89	necatiarslan/TweetAnalyzer This is an open source project that will analyse tweets. UI and tweet...	13	Experimental	—	JavaScript
90	sethah/sentiment-explorer An interactive web app for exploring transfer learning for sentiment analysis	13	Experimental	—	JavaScript
91	DrivenTundra16/WhyTwitter 🚫 Block Twitter/X until you state your reason, promoting mindful use with...	13	Experimental	—	JavaScript
92	SACHIN-S-2004/Sentiment-Analysis-using-ANN A Flask web app powered by TensorFlow and Keras that uses an Artificial...	13	Experimental	—	Jupyter Notebook
93	vish-15/SentimentAnalyzer-AI A Python web app using Flask and integrate Embeddable Watson AI libraries to...	13	Experimental	—	Python
94	DevelopersLeague/Brandlytics web app brand analysis and visualization. built with ReactJs and NodeJS	12	Experimental	5	JavaScript
95	AureliusIvan/Sentiment-Analysis-of-Indonesia-Presidential-Election-2024-based-on-Instagram-Comments A project develop for analyzing electability of each Indonesia president...	12	Experimental	5	Jupyter Notebook
96	Shristirajpoot/Senticome Senticome – Amazon-style e-commerce with built-in NLP sentiment analysis....	12	Experimental	2	JavaScript
97	victor-iyi/lstm-sentiment-analysis LSTM Sentiment Analysis	12	Experimental	5	Jupyter Notebook
98	AliSultanov2000/Wise-advice 📝 Determining the tonality of the text using LSTM	12	Experimental	6	Jupyter Notebook
99	AmirhosseinDotZip/sentinalysis This is a collection of Jupyter notebooks that use popular sentiment...	12	Experimental	7	Jupyter Notebook
100	DavionWu2018/Sentiment_machine_learning [数据+代码] 基于机器学习方法的中文情感分析，包括朴素贝叶斯、K近邻、支持向量机、Logistic、随机森林、决策树、梯度增强决策树等模型的训练和测试...	12	Experimental	6	Jupyter Notebook
101	epomatti/sentiment-analysis Using Azure Cognitive Services API to identify sentiments within a text.	11	Experimental	—	JavaScript
102	MohammedHamza0631/Sentiment-Analysis Web app that uses machine learning to analyze emotions in text.	11	Experimental	—	TypeScript
103	sasuke1036/Sentimental-analysis-flask Sentimental-Analysis-Webapp	11	Experimental	—	CSS
104	itsfelipe-dev/AI-Work-Emails-EmotionAnalyzer Python and Google AI to analyze the sentiments expressed in work emails 🚀.	11	Experimental	3	Python
105	EletherioAlexandre/Echo-Mind Plataforma de análise de sentimentos aplicada a feedbacks de usuários....	11	Experimental	1	C#
106	NicandroP/Sentiment-analysis-and-closure-prediction Project for the course of Artificial Intelligence	11	Experimental	—	Python
107	zucc-robot/Election-Result-Predictor In this project, we aim to understand and subsequently predict Indian...	11	Experimental	—	Python
108	Anamt761/Feedback-Analysis This research focuses on automated classification of feedback in college...	11	Experimental	—	Jupyter Notebook
109	AUGUSTINJR/AI-Echo-Sentiment-Analyzer AI-powered sentiment analysis system with Streamlit dashboard for analyzing...	11	Experimental	—	Jupyter Notebook
110	amiegirl/sentiment_analyzer_app Sentiment Analysis and Deployment of Real-time Flipkart Product Reviews	11	Experimental	3	Jupyter Notebook
111	tkxwaweru/construct-assist A web application that uses sentiment analysis on performance reviews to...	11	Experimental	—	PHP
112	itz-Mayank/AI_Echo NLP-based sentiment classifier for user reviews using TF-IDF, Naïve Bayes,...	11	Experimental	2	Jupyter Notebook
113	saikiran6694/Product_Classification This is my Final Year Major Project. The idea behind this project is to...	11	Experimental	4	Jupyter Notebook
114	Akhil1409906/Crowd-Opinion-on-Software-Applications-in-Social-Media-A-Sentiment-Analysis This project analyzes how users express their opinions about software...	11	Experimental	3	Jupyter Notebook
115	karomamczi/beta-testing-opinions-sentiment-analysis-model Sentiment analysis model for beta testing as a possibility to improve...	11	Experimental	—	Jupyter Notebook
116	debdattasarkar/Sentiment-Analysis-Using-TensorFlow AI-Driven Financial Insights: Sentiment Analysis Using TensorFlow	11	Experimental	3	Jupyter Notebook
117	aymanboufarhi/Real-Time-Twitter-Sentiment-Analysis Big Data Project : "Real-Time Twitter Sentiment Analysis using Kafka, Spark,...	11	Experimental	3	Jupyter Notebook
118	ebenezerdon/ml5js-nlp A sentiment analysis app with ML5JS and HTML	11	Experimental	3	HTML
119	avd1729/Sentiment-Analysis-Web-App Website for Sentiment Analysis	11	Experimental	—	HTML
120	ssakinah/pantau Pantau is a web application focusing on Malaysian Local Brands and Public to...	11	Experimental	—	CSS
121	samfch/edom-sentiment Code, and datasets of paper : sentiment analysis in EDOM using deep learning	11	Experimental	—	JavaScript
122	ericloufoua/feedback-analyzer React web app for identifying and analyzing feedbacks with TensorFlow	11	Experimental	—	JavaScript
123	Vamshi2198/Deploying-Sentiment-Analysis-Model A simple web app that interacts with a deployed recurrent neural network...	11	Experimental	—	—
124	M-MSilva/Analyzing-User-Satisfaction-in-Applications---end_to_end_project End-to-end project to predict whether or not the user is happy with a google...	11	Experimental	—	Jupyter Notebook
125	bhumika-04/Sentiment-Analysis-Dashboard Full-stack sentiment analysis web app — Flask REST API + vanilla JS frontend...	11	Experimental	—	CSS
126	IchaAgni/Sentiment_Analysis-MaximApp Natural Language Processing Project @Dicoding	10	Experimental	1	Jupyter Notebook
127	puspanjalis/Sentiment-Analysis This repo contains my experiments on Sentiment Analysis in NLP domain	10	Experimental	2	—
128	akshaydnicator/ClimateChangeReddit Identified distinct clusters and driving forces for climate related...	10	Experimental	2	HTML
129	NRI12/sentiment Phân tích cảm xúc sử dụng máy học cơ bản	10	Experimental	2	Jupyter Notebook
130	Narasimha1997/Sento---Online-Sentiment-Analysis-tool Sento is a free online sentiment analysis tool .	10	Experimental	2	JavaScript