TikTok Sentiment Analysis

A Python application that performs sentiment analysis on TikTok video comments, combining web scraping capabilities with natural language processing to analyze user sentiment.

🔗 Try it here: TikTok Sentiment Analysis App

Features

• Extracts video metadata and comments from TikTok videos
• Performs sentiment analysis on comments using TextBlob and VADER
• Provides sentiment classification (Positive, Negative, Neutral)
• Measures sentiment intensity (Strong, Moderate, Weak)
• Visualizes sentiment distribution through graphs
• Streamlit web interface for easy interaction

Project Structure

• sentiment_analysis.py: Main application with Streamlit interface and sentiment analysis logic
• scrapper.py: TikTok data extraction module for comments and metadata

Limitations

• Requires valid TikTok video URLs
• Subject to TikTok's API limitations
• English-focused sentiment analysis (falls back to English for other languages)

Disclaimer

This tool is for educational purposes only. Users are responsible for compliance with TikTok's terms of service and API usage policies.