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 119 sentiment analysis applications frameworks tracked. The highest-rated is P7h/Spark-MLlib-Twitter-Sentiment-Analysis at 42/100 with 142 stars.

Get all 119 projects as JSON

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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...	42	Emerging	142	Scala
2	nfflow/redditflow Do everything from data collection from reddit to training a machine...	40	Emerging	82	Python
3	umitkaanusta/TIA Your Advanced Twitter stalking tool	35	Emerging	152	Jupyter Notebook
4	YehezkielG/sentiment-spline-truncated-bencana-banjir Analisis tren sentimen time-series menggunakan Regresi Spline Truncated.	33	Emerging	2	Jupyter Notebook
5	hleb-kastseika/salesforce-einstein-sentiment-analysis Demo for Salesforce Einstein Sentiment Analysis (Natural Language Processing)	30	Emerging	18	Apex
6	BBVA/Tarkin A tool for anomaly detection over streaming data based on sentiment analysis	29	Experimental	30	Jupyter Notebook
7	Prajwal10031999/Sentiment-Analysis-ML-Flask-App A machine learning end to end flask web app for sentiment analysis model...	28	Experimental	28	Python
8	burhanahmed1/TwitSpark Advanced Twitter sentiment analysis pipeline using Apache Spark for...	27	Experimental	3	Jupyter Notebook
9	AdilShamim8/Sentiment-analysis An interactive NLP project that classifies text as positive/neutral/negative...	27	Experimental	4	Jupyter Notebook
10	rbhatia46/Twitter-Sentiment-Analysis-Web Twitter Sentiment Analysis using Textblob and Tweepy, wrapped with Flask as...	26	Experimental	27	JavaScript
11	lokeshinumpudi/Twitter-Streaming-Analysis-MongoDB Sentiment Analysis and data analytics on twitter data	26	Experimental	4	JavaScript
12	detiuaveiro/social-network-mining Informatics Final Project	26	Experimental	5	JavaScript
13	TheAhmadOsman/HeatedWorld :world_map: Interactive Live World News Heat Map with Natural Language...	26	Experimental	8	JavaScript
14	tarekmasryo/advanced-ml-sentiment-lab Advanced Streamlit + Plotly sentiment analysis lab: TF-IDF (word+char),...	26	Experimental	8	Python
15	cauasantoslt/SentimentAPI Hackathon ONE II - Brasil \| NoCountry API de Análise de Sentimentos...	26	Experimental	4	Jupyter Notebook
16	adilsaid64/reddit-project A reddit sentiment analysis application. Allows users to search for a...	25	Experimental	23	Python
17	Aayushkr2574/Team-Pandavs-Intel-Unnati-Industrial-Training--Intel-Product-Sentiment-Analysis- This directory is an insight into sentiment analysis of various products of Intel.	24	Experimental	1	Jupyter Notebook
18	bijoyandas/sentdecoder sentdecoder is a real time twitter based sentiment analysis engine built...	24	Experimental	2	JavaScript
19	ahmedshahriar/Sentiment-Analysis Sentiment Analysis Projects	24	Experimental	3	HTML
20	Yash22222/Flask-based-Sentiment-Analysis-for-Product-Reviews "Flask Sentiment Analyzer" is a web app that predicts the sentiment of...	24	Experimental	3	Jupyter Notebook
21	carson-evans/AI-Sentiment-Analysis-IBM-Watson Text analysis using artificial intelligence to identify emotion from input	24	Experimental	3	Python
22	AmrrSalem/Sentiment-Analysis-Tool NLP tool for sentiment classification with model training, evaluation...	23	Experimental	1	Python
23	RichardSneyd/brainjs-sentiment-analysis A simple sentiment analyser	23	Experimental	2	JavaScript
24	code-alchemist01/Lstm-sentiment-analysis LSTM-based sentiment analysis with Streamlit web interface. Real-time text...	23	Experimental	10	Python
25	nizarhaider/RoastMe RoastMe is a RoastBot built on a Flask application that utilizes machine...	22	Experimental	24	JavaScript
26	denny-saryanto/analisis-sentimen-naive-bayes Analisis Sentimen Terhadap Penanganan Covid-19 Menggunakan Naive Bayes...	22	Experimental	9	JavaScript
27	jimmyola/Hack_Change_2025 🛠️ Build a sentiment analysis tool for text classification, featuring a web...	22	Experimental	—	TypeScript
28	sydney-machine-learning/sentimentanalysis_bhagavadgita Sentiment analysis translations of the Bhagavad Gita	22	Experimental	9	Jupyter Notebook
29	alberto151/reddit-insights-analyzer 📊 Analyze Reddit discussions for clear insights, filtering noise to reveal...	22	Experimental	—	Python
30	ManuelEspejo/NLP-Sentiment-Analysis-Mental-Health Performing sentiment analysis for binary classification with neural networks.	22	Experimental	7	Jupyter Notebook
31	taradactyl27/nft-sentiment-analysis Research project exploring the classification of genuine NFT projects from...	22	Experimental	10	Jupyter Notebook
32	Sanchit611/FlipKart-Grid-Information-Security Flipkart Grid 4.0 Submission for Information Security Challenge	22	Experimental	7	CSS
33	nani67/SIH_SentimentAnalysis Sentiment Analysis of students and providing help to relieve stress in a...	22	Experimental	1	TypeScript
34	GabeTheCake/sentiment-analysis Projeto de NLP para classificação de sentimentos em textos utilizando...	22	Experimental	—	Jupyter Notebook
35	Jeremias20070617/customer-sentiment-dashboard 📊 Analyze customer feedback with our AI-powered dashboard for deep insights...	22	Experimental	—	TypeScript
36	tunawasabe/Project_5-AI-Echo_Sentiment-Analysis 💬 Analyze and classify sentiments in text inputs as Positive, Negative, or...	22	Experimental	—	Jupyter Notebook
37	Armedstudent/Sentimental-Analysis Build a model to classify text as positive, negative, or neutral. Apply NLP...	22	Experimental	—	Jupyter Notebook
38	Jhoncries/CodeAlpha_Consumer-Sentiment-Analysis 🔍 Analyze consumer sentiment and emotions using data from Amazon, Twitter,...	22	Experimental	—	Jupyter Notebook
39	bact/sentimentdemo AI BOM example. A simple sentiment analysis application, published solely as...	21	Experimental	2	Python
40	DiogoRibeiro7/Job-Rejection-Analysis NLP analysis of job rejection emails: sentiment analysis, clustering, named...	21	Experimental	2	Jupyter Notebook
41	janaghoniem/Social-Media-Sentiment-Analysis This project uses deep learning and machine learning models to classify text...	20	Experimental	2	Jupyter Notebook
42	airtonbjunior/opinionMining Opinion Mining/Sentiment Analysis Classifier using Genetic Programming	20	Experimental	13	Python
43	JohannaRangel/FinalProject_YelpGoogleMaps LABS Final Project: Yelp_GoogleMaps_Reviews - Roles: Data Engineer, Data...	20	Experimental	6	HTML
44	venkat-0706/Sentimental-Analysis Build a model to classify text as positive, negative, or neutral. Apply NLP...	20	Experimental	18	Jupyter Notebook
45	YehezkielG/sentiment-analysis-livin-by-mandiri dataset came from scraping in play store livin by mandiri app	20	Experimental	1	Jupyter Notebook
46	shaharoded/Israel-Palestine-War-Reddit-Analysis In this project I took the Kaggle dataset documenting comments and posts...	19	Experimental	—	Jupyter Notebook
47	atlantico-academy/checape Um app que faz análise de sentimentos em redes sociais. (An app that...	19	Experimental	4	HTML
48	thierrymaesen/AI-BusinessPulse 🧠 AI-powered Business Reputation Intelligence Platform — Analyse les avis...	19	Experimental	—	Python
49	siseko-D/SentimentV3 Free, local sentiment analysis dashboard using VADER with real-time emotion...	19	Experimental	—	JavaScript
50	neotechies/flipkart_grid Project on Trust and affluence signal extraction from social media data for...	18	Experimental	6	CSS
51	dwhitena/go-streaming-sentiment-analysis Streaming sentiment analysis of tweets with MachineBox and Go	18	Experimental	6	Go
52	LN5user/sentiment-analysis-llm How to use Large Language Model for Sentiment Analysis	18	Experimental	8	Jupyter Notebook
53	BhaswatiRoy/FlipAnalyse FlipAnalyse can be used to get a detailed overall sentiment analysis of...	17	Experimental	3	HTML
54	triandicAnt/TwitterSentimentAnalytics Basic Twitter Sentiment Analytics using Apache Spark Streaming APIs and...	17	Experimental	2	Java
55	DanielHelps/Reddit-emotions Web app based on NLP machine learning methods to calculate the aggregated...	17	Experimental	4	JavaScript
56	minisnappfood/SnappFood sentiment analysis on Snapp!food users' comments using classical machine...	17	Experimental	24	Python
57	Abdullah-Sheikh/sentimentAnalysis Sentimental Analysis is an Android App in which I use IBM cloud Tone...	16	Experimental	2	Java
58	HannahIgboke/Sentiment-Analysis-of-Real-time-Flipkart-Product-Reviews Integration of a trained sentiment classification model into a Flask web app...	16	Experimental	3	Jupyter Notebook
59	hash1khn/reddit-sentiment-analysis Reddit Sentiment Analysis performs sentiment analysis on Reddit comments...	16	Experimental	3	Jupyter Notebook
60	kingieX/Sentiment_analyzer SocialSentiment Analyzer, powered by Vite, React, and FastAPI, delivers...	16	Experimental	3	Python
61	Shrutakeerti/Sentiment-Analysis-Info The information gathered and can be used for the upcoming projects of...	16	Experimental	3	Jupyter Notebook
62	ZeusCoderBE/Data-Minning-NLP-clustering-word--Vietnamese-Sentiment-Analysis-Public NLP sentiment	16	Experimental	3	Jupyter Notebook
63	BorDch/Hack_Change_2025 Проект был выполнен в рамках Хакатон Hack&Change 2025 Трек ML / Web:...	16	Experimental	1	TypeScript
64	DarshitJain04/PRML-Project-Frontend Webapp for the project Sentiment Analysis of Drug Reviews (Course: CSL2050...	16	Experimental	1	JavaScript
65	iambitttu/Sentiment-Analysis-Using-NLP This project is to build sentiment analysis models capable of classifying...	16	Experimental	4	Jupyter Notebook
66	MohammadMoataz2/InstaSentiment InstaSentiment is a powerful NLP (Natural Language Processing) project aimed...	16	Experimental	4	Jupyter Notebook
67	7Zenox/talewind A bias detection system that takes text as input and analyses Sentence-wise....	15	Experimental	2	Jupyter Notebook
68	Kamal-Singh22/AI-Driven-Emotional-Sentiments-Analysis This project leverages machine learning to analyze and classify the...	15	Experimental	2	Python
69	vignesh1507/Feel-flux This project is basically a sentiment analysis which will work in input and...	15	Experimental	5	C++
70	dukebismaya/sentiment_analysis_project A Streamlit web application that classifies IMDB movie reviews as positive...	15	Experimental	—	Jupyter Notebook
71	laninh-tech/Vietnamese-Sentiment-Analysis-System Vietnamese NLP system for sentiment analysis and order-intent extraction...	15	Experimental	1	Python
72	mirzayasirabdullahbaig07/Sentiment_Analysis_Model SentimentAnalysizer: An AI-powered app that analyzes text and instantly...	14	Experimental	15	Python
73	DrivenTundra16/WhyTwitter 🚫 Block Twitter/X until you state your reason, promoting mindful use with...	14	Experimental	—	JavaScript
74	KnDmitriy/CompareThemesWithR Разработка web-приложения для оценки изменений в корпусе новостных сообщений...	14	Experimental	—	R
75	garimamittal13/megathon-24 Hackathon project: BERT-powered emotion and sentiment analysis web app with...	14	Experimental	—	HTML
76	adeloaleman/sentiment-dash Python Dash app for sentiment analysis of customer reviews	14	Experimental	—	Python
77	AUGUSTINJR/AI-Echo-Sentiment-Analyzer AI-powered sentiment analysis system with Streamlit dashboard for analyzing...	14	Experimental	—	Jupyter Notebook
78	john-thuo1/Multilingual_SentimentAnalysis_Tool The Multilingual Sentiment Analysis Tool is a powerful solution designed to...	14	Experimental	1	Python
79	shraddhamagare/Sentiment_Analyzer AI-powered Sentiment Analysis Web App using NLP, Machine Learning & Streamlit	14	Experimental	—	Python
80	kmesiab/shades-of-text Go-ColorSentiment is a GoLang tool that visually maps text sentiment to...	14	Experimental	1	Go
81	bhumika-04/Sentiment-Analysis-Dashboard Full-stack sentiment analysis web app — Flask REST API + vanilla JS frontend...	14	Experimental	—	CSS
82	saulo1112/sentiments-app Despliegue de una aplicación de análisis de sentimientos, por medio de una...	14	Experimental	—	Python
83	manisharan77/Sentiment-Analysis "Sentiment Analysis using NLP & ML — Python, NLTK, Scikit-learn"	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	Rj-royal/Sentiment-Analyzer-NLP "A Python-based NLP tool that uses TextBlob to classify movie reviews by...	14	Experimental	—	Python
86	komallbarhate/hinglish-sentiment-analyzer 🇮🇳 NLP app that detects sentiment in Hinglish text.	14	Experimental	—	Python
87	SwagBoii99/UK-AI-sentiment-analysis 🤖 Analyze UK public sentiment on AI with this interactive dashboard using...	14	Experimental	—	Python
88	RamonRL/ml-api-sentiment A production-ready sentiment analysis API built with FastAPI, scikit-learn,...	14	Experimental	—	Python
89	vashist171/Twitter_Reddit_Sentimental_Analysis A complete sentiment analysis pipeline with text cleaning, model training,...	14	Experimental	—	Jupyter Notebook
90	nobsai-dev/test-student-sentiment-api High-performance sentiment analysis API with custom trained models and caching	14	Experimental	—	—
91	AnthonyByansi/SociOpinion-Decoding-Emotions-from-Social-Media Sentiment Analysis of Social Media Posts	14	Experimental	11	—
92	ahmad-abotrab/arabic_sentiment_classification This project applies NLP and machine learning in a professional context,...	14	Experimental	—	Jupyter Notebook
93	Sarika-stack23/Feedback-Analyser AI-powered app review intelligence system — sentiment analysis, trend...	14	Experimental	—	Python
94	naraya-albani/Sentiment-Analysis-Gojek Analisis Sentimen Ulasan Pengguna Gojek di Play Store. Menggunakan teknik...	14	Experimental	—	Jupyter Notebook
95	simon-andrews/soper A proof-of-concept for a tool that tracks the spread of sentiments and...	13	Experimental	7	Python
96	Devubavaria/FLIPKART-GRID-4.0 EXTRACT TRENDS FROM SOCIAL MEDIA	13	Experimental	8	Jupyter Notebook
97	mjmaher987/Sentiment-Analysis-Project This is a project related to machine learning course	13	Experimental	8	Jupyter Notebook
98	VuBacktracking/Deep-Neural-Network-Vietnamese-Student-Feedback-Sentiment-Analysis Vietnamese Student Feedback Sentiment Analysis	13	Experimental	7	Jupyter Notebook
99	aaravjaichand/Sentiment-Analysis This repository consists of two models, one from scratch with the help of...	13	Experimental	5	Python
100	sudarsan15/speech-sentiment-analyser Speech Sentiment Analyser is a ML & AI based tool to help analyse the user...	13	Experimental	5	JavaScript
101	cadia-lvl/sentiment-analysis Deep Learning and Machine learning training on Icelandic translated data	12	Experimental	4	Jupyter Notebook
102	JagadishSivakumar/Sentiment-Analysis-Globe Sentiment Analysis Globe - Three.js	12	Experimental	4	JavaScript
103	hari9618/AI-Customer-Sentiment-Analyzer AI Customer Sentiment Analyzer is an AI-powered web application that...	12	Experimental	1	Python
104	digitalRM/Poetry-Sentiment-Analyzer A web application that analyzes the emotional content of poetry using...	12	Experimental	1	TypeScript
105	ascender1729/sentipulse SentiPulse is an advanced sentiment analysis tool that leverages AI to...	11	Experimental	2	Svelte
106	MikiTwenty/tweets-mining University Project	11	Experimental	—	Jupyter Notebook
107	redoh/sentiment-analysis-api 📊 Real-time NLP sentiment analysis API with multi-language support	11	Experimental	—	—
108	SACHIN-S-2004/Sentiment-Analysis-using-ANN A Flask web app powered by TensorFlow and Keras that uses an Artificial...	11	Experimental	—	Jupyter Notebook
109	necatiarslan/TweetAnalyzer This is an open source project that will analyse tweets. UI and tweet...	11	Experimental	—	JavaScript
110	sethah/sentiment-explorer An interactive web app for exploring transfer learning for sentiment analysis	11	Experimental	—	JavaScript
111	hoochlef/analysy analysy is a web application built using Angular and Python that provides a...	11	Experimental	2	TypeScript
112	yeisonmontoya1815/Machine-Learning_Prediction_CAN_Inflation we aim to predict trends in the Canadian market basket using sentiment...	11	Experimental	2	HTML
113	vish-15/SentimentAnalyzer-AI A Python web app using Flask and integrate Embeddable Watson AI libraries to...	11	Experimental	—	Python
114	lnealer/SentiBot A library for classifying the sentiment of media	10	Experimental	1	JavaScript
115	jestra52/twitter-sentiment-analysis Sentiment Analysis for movie review tweets with python using TF-IDF	10	Experimental	1	JavaScript
116	0xRezoc/SSTA An easy-to-use sentiment analysis tool using TextBlob and a custom GUI....	10	Experimental	1	Python
117	HPD1155/Simply-Sentiment-Analysis This is a simple sentiment analysis NLP program made with TensorFlow. Meant...	10	Experimental	1	Jupyter Notebook
118	Sultan-aj/Sentiment-Analysis A Sentiment Analysis model that can classify text as positive or negative.	10	Experimental	1	Python
119	dairlair/sentimentd High-performance sentiment analyze service	10	Experimental	1	Go