Data Visualization and Dashboards

  1. Advanced Dashboard Techniques
    1. Real-Time Data Integration
      1. Streaming Data Sources
        1. WebSocket Connections
          1. Message Queues
          2. Data Refresh Strategies
            1. Automatic Refresh
              1. Manual Refresh
                1. Incremental Updates
                2. Performance Considerations
                  1. Caching Mechanisms
                    1. Data Compression
                  2. Advanced Analytics Integration
                    1. Statistical Analysis
                      1. Regression Analysis
                        1. Correlation Analysis
                        2. Machine Learning Integration
                          1. Predictive Models
                            1. Anomaly Detection
                            2. Forecasting
                              1. Time Series Forecasting
                                1. Trend Projection
                              2. Multi-Dashboard Systems
                                1. Dashboard Hierarchies
                                  1. Executive Summaries
                                    1. Detailed Views
                                    2. Consistent Design Systems
                                      1. Shared Components
                                        1. Style Guides
                                      2. Collaborative Features
                                        1. Commenting and Annotations
                                          1. User Comments
                                            1. Collaborative Notes
                                            2. Sharing and Distribution
                                              1. URL Sharing
                                                1. Email Reports
                                                  1. Scheduled Exports
                                                  2. Version Control
                                                    1. Dashboard Versioning
                                                      1. Change Tracking

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                                                  6. Interactivity and User Experience

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                                                  8. Common Pitfalls and Best Practices