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 41 youtube comment analysis tools tracked. 1 score above 50 (established tier). The highest-rated is gpsyrou/tube-virality at 52/100 with 28 stars.
Get all 41 projects as JSON
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| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
gpsyrou/tube-virality
The YouTube Virality project collects and analyzes trending video data from... |
|
Established |
| 2 |
JatinAgrawal0/youtube-comment-sentimental-analysis
YouTube Sentiment Analysis is a web application that analyzes the sentiment... |
|
Emerging |
| 3 |
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 |
| 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... |
|
Emerging |
| 6 |
jestlandia/tiktok-teller
TikTok-Teller: A TikTok Video Scraping and Content Analysis Tool |
|
Emerging |
| 7 |
chenty2333/TikTok-YouTube_CommentScraper
This tool allows you to collect public comments from TikTok and YouTube... |
|
Experimental |
| 8 |
kumarAnand05/YouTube-Video-SEO-Analyzer
Analyses Title and Description of Top Ranked YouTube Video related to your... |
|
Experimental |
| 9 |
adonovan7/YoutubeAnalysis
Performing sentiment analysis on video comments to better convey audience... |
|
Experimental |
| 10 |
Mukhopadhyay/YouTubers-saying-things
Dataset containing popular YouTuber channel's video subtitles |
|
Experimental |
| 11 |
umitkaanusta/mint-youtube
Comment analytics tool for YouTube videos |
|
Experimental |
| 12 |
dannylty/holoscrape
Scraper and Visualiser for YouTube Livestream Chat |
|
Experimental |
| 13 |
ananyajoshi-cseai/YouTube-Mood-Ring-Ananya
A Digital Vibe Checker for YouTube, developed by Ananya. This Python tool... |
|
Experimental |
| 14 |
abhishekdutta/youtube_tag_predictor_sentiment_analysis
We are using YouTube videos to analyze and predict tags associated with each... |
|
Experimental |
| 15 |
yashprakash13/Insight
The ultimate YouTube Comments Analyser Tool, presented as a NLP project.... |
|
Experimental |
| 16 |
nolancacheux/AI-Video-Comment-Analyzer
AI-powered YouTube comment analysis with BERT sentiment detection, BERTopic... |
|
Experimental |
| 17 |
Sakth1/StaTube
YouTube scraping & statistics GUI app with NLP, NLTK, wordcloud, transcript... |
|
Experimental |
| 18 |
quimpm/youtube_discussion_tree
This is a python API that allows you to obtain the discusion that occurs on... |
|
Experimental |
| 19 |
dineshssdn-867/Sentiment-analysis-of-youtubers
Sentiment analysis is the use of natural language processing, text analysis,... |
|
Experimental |
| 20 |
Aslmalki/youtube-astrobiology-sentiment-and-emotion-analysis
Multi-method sentiment and emotion analysis of YouTube comments on... |
|
Experimental |
| 21 |
arminZolfaghari/NLP-Comment-Filtering
Artificial Intelligence Course 4th Project: Implementing Bigram and Unigram... |
|
Experimental |
| 22 |
Abuzer-Khanzade/BigDataAnalytics_CineSense
Python pipeline for downloading, processing, and analysing YouTube videos... |
|
Experimental |
| 23 |
thalesbertaglia/ALYT
Abusive Language on YouTube: A dataset of YouTube comments in English... |
|
Experimental |
| 24 |
steveee27/YouTube-Comments-Scraping-Analysis
This project scrapes YouTube comments from machine learning videos in Bahasa... |
|
Experimental |
| 25 |
baibai25/NLP-YouTube-Live
Natural language processing for YouTube Live |
|
Experimental |
| 26 |
acupoftee/Youtube-Murals
Painting topic change over time in YouTube videos |
|
Experimental |
| 27 |
OvinduWijethunge/youtube-sinhala-spam-comments-filter-deployement
4th year research project deployment. Sinhala spam comments filter in YouTube. |
|
Experimental |
| 28 |
IlyasFardaouix/YouTube-Sentiment-Analysis
Sentiment analysis pipeline for YouTube comments with end-to-end NLP workflow. |
|
Experimental |
| 29 |
vickyymosafan/svaramind
Mood-based music discovery app that recommends YouTube videos using NLP... |
|
Experimental |
| 30 |
pouyanhessabi/NLP-Comment-Filtering
4th project of AI(Artificial Intelligence) course in Amirkabir University Of... |
|
Experimental |
| 31 |
mahdirezaie336/NLPCommentRemover
Implementation of an NLP agent for sentimental analysis |
|
Experimental |
| 32 |
bfiliks/comment-rule-labeling
A collaborative Streamlit-powered annotation tool for labeling YouTube... |
|
Experimental |
| 33 |
mrandolph95/nlp-bias-in-internet-language
Exploring NLP model bias on internet language and emojis using YouTube comments. |
|
Experimental |
| 34 |
BROTHERLEADER/YOUTUBE_COMMENTS_EXTRACTION_AND_SENTIMENTAL_ANALYSIS_USING_NLP
Final year project |
|
Experimental |
| 35 |
subki72/youtube-sentiment-svm
Machine learning project for scraping, preprocessing, and analyzing the... |
|
Experimental |
| 36 |
J-W-5/NLP
The sentiment expressed in YouTube comments was examined with a focus on the... |
|
Experimental |
| 37 |
n4itik/TubeRate
YouTube video rating web app based on sentiment analysis of comments |
|
Experimental |
| 38 |
JhonierNegrete10/ScrapyTube
ScrapyTube es un proyecto de web scraping diseñado para extraer información... |
|
Experimental |
| 39 |
dannyl1u/YouRate
Rates quality of YouTube videos through sentiment analysis on comments |... |
|
Experimental |
| 40 |
akasha456/YouTube-Comment-Sentiment-Analyzer
YouTube Comment Sentiment Analyzer A Streamlit-powered application that... |
|
Experimental |
| 41 |
Devanshi-Sonara/Youtube-Comment-Analysis
The objective of this project is to analyze comments from a YouTube video to... |
|
Experimental |