> For the complete documentation index, see [llms.txt](https://docs.frnx.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.frnx.ai/core-functionalities/sentiment-analysis.md).

# Sentiment Analysis

Franklin AI employs advanced sentiment analysis tools to scan social media platforms like Twitter, Reddit, and Telegram for real-time insights into meme coin trends.

* **Big Picture Insights**: Relies on market data, Twitter activity, and trends to identify major narratives and emerging opportunities.
* **Data Sources:** Aggregates insights from LunarCrush and Birdeye to identify potential risks and flag questionable tokens.
* **Predictive Analytics**: Uses machine learning models to forecast surges in token popularity.

<figure><img src="https://content.gitbook.com/content/8GBcpLyAWd7syH5tsW3v/blobs/H75f0zUmGKYf4Ih0Cjoh/correlation_heatmap.png" alt=""><figcaption><p>Asset Correlation Heatmap</p></figcaption></figure>