Data Visualization

  1. Interactivity in Data Visualization
    1. Interaction Design Principles
      1. Shneiderman's Information Seeking Mantra
        1. Overview First
          1. Zoom and Filter
            1. Details on Demand
            2. Direct Manipulation
              1. Immediate Feedback
                1. Reversible Actions
                  1. Continuous Representation
                  2. Progressive Disclosure
                    1. Layered Information
                      1. Drill-Down Capabilities
                        1. Contextual Revelation
                      2. Fundamental Interaction Techniques
                        1. Selection and Highlighting
                          1. Single Selection
                            1. Multiple Selection
                              1. Brushing Techniques
                              2. Filtering and Querying
                                1. Attribute Filters
                                  1. Range Filters
                                    1. Boolean Queries
                                    2. Linking and Coordination
                                      1. Brushing and Linking
                                        1. Coordinated Views
                                          1. Synchronized Navigation
                                        2. Advanced Interaction Patterns
                                          1. Dynamic Queries
                                            1. Real-Time Filtering
                                              1. Query Refinement
                                                1. Result Preview
                                                2. Focus and Context
                                                  1. Fisheye Views
                                                    1. Overview Plus Detail
                                                      1. Zooming Interfaces
                                                      2. Animation and Transitions
                                                        1. Smooth Transitions
                                                          1. Staged Animation
                                                            1. Temporal Sequences
                                                          2. Interactive Dashboard Design
                                                            1. Layout Strategies
                                                              1. Responsive Design
                                                                1. Modular Components
                                                                  1. Adaptive Layouts
                                                                  2. User Experience Considerations
                                                                    1. User Needs Assessment
                                                                      1. Task Analysis
                                                                        1. Usability Testing
                                                                        2. Performance Optimization
                                                                          1. Data Loading Strategies
                                                                            1. Rendering Efficiency
                                                                              1. Interaction Responsiveness
                                                                              2. Mobile Considerations
                                                                                1. Touch Interactions
                                                                                  1. Screen Size Adaptation
                                                                                    1. Gesture Recognition

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                                                                                6. Design Principles for Effective Visualization

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                                                                                8. Data Storytelling and Narrative Visualization