Manga Sentiment Analysis

Scraped manga reviews and analyzed sentiment

1 Overview

Scraped manga reviews and analyzed sentiment. This work was inspired and refered to One Piece Analysis by Viet Anh.

• Tools: Python (Selenium, TextBlob, NLTK)
• Visualized sentiment trends in Power BI and Tableau

2 Methods (brief)

• Collection: Automated review scraping with Selenium.
• Cleaning: Lowercasing, punctuation removal, stopword filtering (NLTK).
• Sentiment: Polarity scoring with TextBlob; aggregate by date/title to see trends.
• Visualization: Power BI and Tableau dashboards for time trends and distributions

3 Interactive Dashboard (Tableau)

If the embed doesn’t load, open it directly: Tableau Public link .