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Known Issues and Future Enhancements
This page lists current limitations, known bugs, and planned improvements for the Stock Market Analysis Tool.
🐞 Known Issues
Network graphs may load slowly
Correlation calculations and community detection for large networks can be performance-heavy. Workaround: Precompute correlation matrices and save as .parquet files in /data_files.
Streamlit cold start delay
When the app is first accessed, Streamlit may take 1–2 minutes to start.
This is normal for free or low-resource hosting.
Edge cases with invalid input
Although input validation is implemented, unusual tickers or extremely large numbers can sometimes cause minor warnings.
The app continues to run without crashing.
Prediction module limitations
The deterministic prediction model is simple and does not account for real market volatility.
Results should be used for educational or analytical purposes only.
🌱 Future Enhancements
Performance optimization
Reduce waiting times for network graphs. Possible use of C++ for heavy calculations.
Interactive visualization improvements
Upgrade all charts to fully interactive Plotly plots.
Portfolio enhancements
Add live portfolio tracking, improved analytics, and alerts.
Error handling improvements
Extend validation to handle more edge cases and provide more detailed user feedback.
Automated testing
Add unit tests and integration tests to ensure stability and correctness.
Note for developers:
This page should be updated regularly as new issues are discovered or resolved. Always check before starting a new feature or fix.
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