YouTube Comment Analysis NLP Tools
Tools for extracting, analyzing, and visualizing sentiment, themes, and audience reactions from YouTube comments. Includes comment scraping, sentiment classification, and dashboard visualization. Does NOT include general social media sentiment analysis, other video platforms, or comment moderation/filtering systems.
There are 32 youtube comment analysis tools tracked. The highest-rated is gpsyrou/tube-virality at 45/100 with 28 stars.
Get all 32 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=youtube-comment-analysis&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
gpsyrou/tube-virality
The YouTube Virality project collects and analyzes trending video data from... |
|
Emerging |
| 2 |
Xuuuuu04/bilibili-analysis-helper
B站视频分析助手：提取字幕/评论/关键帧并生成深度分析报告。 |
|
Emerging |
| 3 |
JatinAgrawal0/youtube-comment-sentimental-analysis
YouTube Sentiment Analysis is a web application that analyzes the sentiment... |
|
Emerging |
| 4 |
murapadev/YoutubeNLP
A Streamlit application for analyzing YouTube video comments using Natural... |
|
Emerging |
| 5 |
amoghkokari/youTube_textMining_ML_Analysis
The application is a mere demonstration of a decentralized text analysis and... |
|
Experimental |
| 6 |
ananyajoshi-cseai/YouTube-Mood-Ring-Ananya
A Digital Vibe Checker for YouTube, developed by Ananya. This Python tool... |
|
Experimental |
| 7 |
jestlandia/tiktok-teller
TikTok-Teller: A TikTok Video Scraping and Content Analysis Tool |
|
Experimental |
| 8 |
nolancacheux/AI-Video-Comment-Analyzer
AI-powered YouTube comment analysis with BERT sentiment detection, BERTopic... |
|
Experimental |
| 9 |
chenty2333/TikTok-YouTube_CommentScraper
This tool allows you to collect public comments from TikTok and YouTube... |
|
Experimental |
| 10 |
Sakth1/StaTube
YouTube scraping & statistics GUI app with NLP, NLTK, wordcloud, transcript... |
|
Experimental |
| 11 |
adonovan7/YoutubeAnalysis
Performing sentiment analysis on video comments to better convey audience... |
|
Experimental |
| 12 |
kumarAnand05/YouTube-Video-SEO-Analyzer
Analyses Title and Description of Top Ranked YouTube Video related to your... |
|
Experimental |
| 13 |
umitkaanusta/mint-youtube
Comment analytics tool for YouTube videos |
|
Experimental |
| 14 |
Mukhopadhyay/YouTubers-saying-things
Dataset containing popular YouTuber channel's video subtitles |
|
Experimental |
| 15 |
dannylty/holoscrape
Scraper and Visualiser for YouTube Livestream Chat |
|
Experimental |
| 16 |
Aslmalki/youtube-astrobiology-sentiment-and-emotion-analysis
Multi-method sentiment and emotion analysis of YouTube comments on... |
|
Experimental |
| 17 |
abhishekdutta/youtube_tag_predictor_sentiment_analysis
We are using YouTube videos to analyze and predict tags associated with each... |
|
Experimental |
| 18 |
yashprakash13/Insight
The ultimate YouTube Comments Analyser Tool, presented as a NLP project.... |
|
Experimental |
| 19 |
Abuzer-Khanzade/BigDataAnalytics_CineSense
Python pipeline for downloading, processing, and analysing YouTube videos... |
|
Experimental |
| 20 |
dineshssdn-867/Sentiment-analysis-of-youtubers
Sentiment analysis is the use of natural language processing, text analysis,... |
|
Experimental |
| 21 |
IlyasFardaouix/YouTube-Sentiment-Analysis
Sentiment analysis pipeline for YouTube comments with end-to-end NLP workflow. |
|
Experimental |
| 22 |
Omkar931/YouTube-Comment-Sentiment-Tracker
📊 Analyze YouTube comments in real-time to track audience sentiment and gain... |
|
Experimental |
| 23 |
quimpm/youtube_discussion_tree
This is a python API that allows you to obtain the discusion that occurs on... |
|
Experimental |
| 24 |
arminZolfaghari/NLP-Comment-Filtering
Artificial Intelligence Course 4th Project: Implementing Bigram and Unigram... |
|
Experimental |
| 25 |
thalesbertaglia/ALYT
Abusive Language on YouTube: A dataset of YouTube comments in English... |
|
Experimental |
| 26 |
acupoftee/Youtube-Murals
Painting topic change over time in YouTube videos |
|
Experimental |
| 27 |
bfiliks/comment-rule-labeling
A collaborative Streamlit-powered annotation tool for labeling YouTube... |
|
Experimental |
| 28 |
akasha456/YouTube-Comment-Sentiment-Analyzer
YouTube Comment Sentiment Analyzer A Streamlit-powered application that... |
|
Experimental |
| 29 |
subki72/youtube-sentiment-svm
Machine learning project for scraping, preprocessing, and analyzing the... |
|
Experimental |
| 30 |
steveee27/YouTube-Comments-Scraping-Analysis
This project scrapes YouTube comments from machine learning videos in Bahasa... |
|
Experimental |
| 31 |
baibai25/NLP-YouTube-Live
Natural language processing for YouTube Live |
|
Experimental |
| 32 |
OvinduWijethunge/youtube-sinhala-spam-comments-filter-deployement
4th year research project deployment. Sinhala spam comments filter in YouTube. |
|
Experimental |