YouTube Comment Sentiment ML Frameworks

Tools and projects for analyzing sentiment, emotions, and hate speech in YouTube comments using NLP and machine learning. Does NOT include general sentiment analysis on other platforms, YouTube video metadata analysis, or comment scraping without analysis components.

There are 19 youtube comment sentiment frameworks tracked. The highest-rated is TarunSingh2002/Youtube-Comments-Sentiment-Analysis at 25/100 with 5 stars.

Get all 19 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=youtube-comment-sentiment&limit=20"

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

#	Framework	Score	Tier	Stars	Language
1	TarunSingh2002/Youtube-Comments-Sentiment-Analysis This project leverages deep learning transformers to classify YouTube...	25	Experimental	5	Jupyter Notebook
2	bchryzal/Google_AI4Code Predict the relationship between code and comments	24	Experimental	3	Jupyter Notebook
3	yashmistry-24/YTComment-IQ YTComment-IQ is a web app for analyzing and visualizing YouTube comments,...	23	Experimental	2	Jupyter Notebook
4	SuperDataScience-Community-Projects/SDS-CP020-sentiment-analysis-using-youtube Building an ETL pipeline to grab YouTube comments and conduct sentiment analysis	23	Experimental	3	Jupyter Notebook
5	mdzaheerjk/Social-Video-Audience-Sentiment-Intelligence Develop an intelligent system to analyze audience sentiment from social...	23	Experimental	7	—
6	shmaiofficial/input-sense 🔍 Detect low-quality user inputs with input-sense, a JavaScript utility that...	22	Experimental	—	JavaScript
7	KieSama/Youtube-Sentiment-Analysis 🎥 Analyze YouTube comments for sentiment using machine learning, achieving...	22	Experimental	—	Jupyter Notebook
8	acetinkaya/The-Artificial-Intelligence-Based-Literary-Text-Analysis The Artificial Intelligence Based Literary Text Analysis: A Novel Concept on...	18	Experimental	3	—
9	bensonruan/Youtube-Sentiment-Analysis Sentiment Analysis on YouTube comments, connect to YouTube API, fetch video...	17	Experimental	5	JavaScript
10	Zarharan/ParsFEVER The first dataset for Farsi fact extraction and verification	16	Experimental	3	JavaScript
11	PXDHU/YouTube-Hate-Comments-Detection YouTube Hate Comments Detection – Chrome Extension + ML pipeline for...	15	Experimental	—	Jupyter Notebook
12	evarga/comments-aggregator This is a teaching material aimed to demonstrate text analysis and...	14	Experimental	4	JavaScript
13	ShokShukhratov/tiktok-claims-classification Data analysis project using the PACE framework and Python (Pandas) to...	14	Experimental	—	Jupyter Notebook
14	Neel-G-png/Canary-The-social-media-monitor Social media monitoring system for reddit, youtube and twitter using public...	13	Experimental	8	HTML
15	alfagama/INstagramINfluencers Exploring the Effects of Fitness Influencers Personality on Audience...	13	Experimental	—	HTML
16	ronylpatil/youtube-comment-analyzer Perform real-time sentiment analysis on live-streaming YouTube comments.	12	Experimental	3	Jupyter Notebook
17	Kuberwastaken/ORCUS A Dual Model AI Based Comment-Analyzer and Flag-Generator for Social Media	11	Experimental	2	Python
18	jeffreywijaya100/youtube-comment-textmining scrapping data komentar youtube yang berkaitan dengan machine learning dalam...	11	Experimental	—	Jupyter Notebook
19	SarwinaMuralikrishnan/CodeSmiths_Petition-Response-Engine AI-powered Petition Response Engine that automates grievance classification,...	11	Experimental	—	HTML