- Updated `register_chart_callbacks` to include enhanced market statistics.
- Implemented new data analysis callbacks in `dashboard/callbacks/data_analysis.py` for volume and price movement analysis.
- Created `VolumeAnalyzer` and `PriceMovementAnalyzer` classes for detailed statistical calculations.
- Integrated data analysis components into the market statistics layout, providing users with insights on volume trends and price movements.
- Improved error handling and logging for data analysis operations.
- Updated documentation to reflect the new features and usage guidelines.
- Introduced a new modular structure for the dashboard, enhancing maintainability and scalability.
- Created main application entry point in `app_new.py`, integrating all components and callbacks.
- Developed layout modules for market data, bot management, performance analytics, and system health in the `layouts` directory.
- Implemented callback modules for navigation, charts, indicators, and system health in the `callbacks` directory.
- Established reusable UI components in the `components` directory, including chart controls and indicator modals.
- Enhanced documentation to reflect the new modular structure and provide clear usage guidelines.
- Ensured all components are under 300-400 lines for better readability and maintainability.
