This project is an AI-powered bot designed to analyze sentiment and identify trends from social media platforms, specifically Twitter and TikTok. The bot provides insights into public opinions, trending topics, and overall sentiment dynamics, making it ideal for businesses, researchers, and marketers looking to stay ahead in the fast-paced world of social media.

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Features

• Sentiment Analysis
  Analyzes tweets and TikTok comments to classify them as positive, negative, or neutral.

• Trend Analysis
  Identifies trending hashtags, topics, and keywords in real time.

• Platform Integration

  • Fetches real-time data from Twitter using the Twitter API.
  • Extracts trending topics and comments from TikTok using TikTok's API or web scraping.

• Visualization
  Provides clear and interactive visualizations of sentiment distributions, keyword frequency, and trend timelines.

• Customizable Queries
  Allows users to define hashtags, keywords, or topics for targeted analysis.

• Sentiment Summary
  Pie charts and bar graphs summarizing positive, negative, and neutral sentiments.

• Trending Topics
  Lists of hashtags, keywords, and key topics.

• Keyword Cloud
  Word clouds highlighting popular terms and their frequencies.

Contributing

Contributions are welcome! Please follow these steps:

1. Fork the repository.
2. Create a new branch.
3. Commit changes.
4. Open a pull request.