Early Work · Data Science

Sentiment Analysis
on YouTube.

Topic
NLP · Sentiment Analysis
Dataset
The Batman (2021) Trailer
Tools
Python · Selenium · VADER
NLP Web Scraping Sentiment Analysis Python Selenium VADER
5,000+
Comments scraped
5
YouTube channels analyzed

This project analyzed top video comments across 5 YouTube channels that uploaded Matt Reeves' The Batman (2021) movie trailer — exploring how audiences expressed sentiment online before the film's release.

Over 5,000 comments were scraped using Python and Selenium, then interpreted using the VADER sentiment analysis library to classify reactions as positive, negative, or neutral.

Sentiment analysis visualization