Sentiment Analysis Web Apps NLP Tools

Web applications and APIs for real-time sentiment classification of user-provided text using machine learning models. Does NOT include domain-specific sentiment analysis (finance, reviews, social media), aspect-based sentiment extraction, or emotion/sarcasm detection.

There are 35 sentiment analysis web apps tools tracked. The highest-rated is moonkl/Sentiment-Analysis-web-app at 42/100 with 2 stars.

Get all 35 projects as JSON

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

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#	Tool	Score	Tier	Stars	Language
1	moonkl/Sentiment-Analysis-web-app # 🌍 Multilingual Sentiment Analysis Web AppThis project offers a full-stack...	42	Emerging	2	Python
2	trunghieu-tran/Sentiment-Analysis-facebook-comments Detection and Prediction of Users Attitude Based on Real-Time and Batch...	39	Emerging	86	Jupyter Notebook
3	ruxailab/sentiment-analysis-api Sentiment Analysis for Audio and video Files Flask App with time stamped sentiment.	39	Emerging	7	Jupyter Notebook
4	OdenDavid/Sentiment247 Sentiment247 is an application that dectects emotional tone in text data by...	34	Emerging	2	Jupyter Notebook
5	alcatraz-rm/Text_tone_analyzer A system that analyzes the tone of texts and statements.	34	Emerging	19	Python
6	tirthmehta/Sentimenter Currently evaluating candidates is a time consuming process. While...	30	Emerging	2	JavaScript
7	ngoquanghuy99/nevermore nevermore - An application to analyze English text from users.	29	Experimental	9	Python
8	anriknas/sentiment-app Build and deploy a sentiment analysis model to production. Webapp will take...	23	Experimental	4	Jupyter Notebook
9	MelihGulum/Sentiment-Analysis-and-Spam-Classification In this project, sentiment analysis is made from the sentences of the model...	23	Experimental	4	Jupyter Notebook
10	kuldeep1007/Distinctive-Newsfeed-System Language Detection and Translation of text. Emotion and sentiment analysis.	22	Experimental	2	Python
11	chigwell/vibe-analyzer A new package that analyzes user-provided text to detect and categorize the...	21	Experimental	1	Python
12	gayanukabulegoda/SentimentSleuth A Python-based sentiment analysis tool that classifies text as positive,...	20	Experimental	5	HTML
13	Arnab500th/Sentiment-Analyser This project was developed as part of an internship program with a focus on...	19	Experimental	—	CSS
14	HasanAbdelhady/Sentiment-Analysis-And-Emotions-Detection Sentiment & Emotion Analysis Web App	19	Experimental	3	Python
15	jambhaleAnuj/senti_analysis_1 Educational & developer-friendly Flask + NLP app that aggregates movie...	19	Experimental	—	Python
16	ap-dev-github/sentiment-analyzer-api A lightweight, scalable, and serverless API for real-time sentiment...	19	Experimental	1	Python
17	MohammedRashad/Tone-Analyser-Interface Interactive GUI for IBM Watson (Tone Analyzer)	18	Experimental	2	Java
18	jgarza9788/HashTag_Sentiment Gets the hashtag data from twitter along with the sentiment. Built with...	18	Experimental	2	HTML
19	dodevca/gojek-app-sentiment-analysis Sentiment analysis of Gojek app reviews with Flask-based visualization dashboard.	18	Experimental	1	Jupyter Notebook
20	hchiam/comment-analysis comment analysis experiment	17	Experimental	1	TypeScript
21	Dhrumi45/GSA Gujarati Sentiment Analysis	17	Experimental	1	Jupyter Notebook
22	Bratajit-03/Sentiment-Analyzer A Flask based Sentiment Analyzing web application created using NLP and...	17	Experimental	1	Jupyter Notebook
23	kappil-garg/verba-metrics-gui Advanced desktop app for sentiment analysis, readability assessment, and ML...	16	Experimental	3	Java
24	mangeshraut712/AI-Powered-Sentiment-Analysis Unified sentiment and emotion analysis app (Naive Bayes + Logistic...	15	Experimental	—	Jupyter Notebook
25	Kamal578/SentimentAnalysis Full stack application build with Tensorflow, FastAPI and ReactJS to predict...	14	Experimental	19	Jupyter Notebook
26	thecybro/VibeCheck A Chrome extension that filters negative and toxic content from your social...	14	Experimental	—	TypeScript
27	isikakd/AI-Comment-Sentiment-Analyzer AI-powered web application for binary sentiment analysis using Python,...	14	Experimental	—	HTML
28	MonashStudentInnovation/lecture-sentiment The Code for analysing the sentiment during the Monash University IBL Seminar	12	Experimental	3	JavaScript
29	Afhrodite/Sentiment-Watson-NLU Sentiment analysis API using IBM Watson NLU with Flask and Python	11	Experimental	—	Python
30	theadhithyankr/Sentimental-Analyser A Sentiment Analysis Web App using SVM & Naïve Bayes with an interactive...	11	Experimental	—	HTML
31	Zoko91/Palette NLP project - Sentiment analysis on a prompt to create a palette of colors	11	Experimental	3	Python
32	Jayanth717/Sentiment-Analysis Sentiment Analysis web application using NLP and machine learning, featuring...	11	Experimental	—	Jupyter Notebook
33	gajeshbhat/Sentiment-Analysis-API Multi-model sentiment analysis REST API using NLTK, TextBlob, Flair &...	11	Experimental	—	Python
34	Sagarika311/Sentiment-Analysis-of-Reviews Sentiment Analyzer is a web app that uses machine learning to detect text...	11	Experimental	1	Python
35	jessdejong/world-view Sentiment analysis on world news using IBM watson	10	Experimental	2	JavaScript