1 / 2
AI & MLJanuary 2021
Opinion Mining in Social Media – YouTube
An advanced sentiment analysis platform that collects and analyzes YouTube comments using natural language processing and machine learning. The system scrapes comments via the YouTube API, preprocesses text data, applies trained ML classifiers, and visualizes sentiment distributions.
Key Features
- YouTube comment scraping via API
- NLP text preprocessing pipeline
- Multiple ML classifier comparison
- Interactive sentiment distribution charts
My Role
ML Developer & Researcher
Tech Stack
PythonDjangoYouTube APINLTKscikit-learnMatplotlib
Tags
PythonDjangoSentiment AnalysisMachine LearningNLPData Science
Date
January 2021