Data Visualization

  1. Design Principles for Effective Visualization
    1. Color Theory and Application
      1. Color Science Fundamentals
        1. Light and Color Perception
          1. Color Mixing Principles
            1. Color Constancy
            2. Color Models and Spaces
              1. RGB Color Model
                1. CMYK Color Model
                  1. HSL Color Space
                    1. LAB Color Space
                    2. Color Palette Design
                      1. Sequential Palettes
                        1. Single Hue Progression
                          1. Multi-Hue Sequences
                          2. Diverging Palettes
                            1. Neutral Midpoints
                              1. Contrasting Extremes
                              2. Categorical Palettes
                                1. Distinct Hues
                                  1. Balanced Saturation
                                2. Color Harmony Principles
                                  1. Complementary Colors
                                    1. Analogous Colors
                                      1. Triadic Colors
                                        1. Monochromatic Schemes
                                        2. Accessibility Considerations
                                          1. Color Vision Deficiency
                                            1. Protanopia
                                              1. Deuteranopia
                                                1. Tritanopia
                                                2. Contrast Requirements
                                                  1. Alternative Encodings
                                                3. Layout and Composition
                                                  1. Visual Hierarchy Principles
                                                    1. Primary Elements
                                                      1. Secondary Elements
                                                        1. Supporting Details
                                                        2. Data-Ink Ratio Optimization
                                                          1. Essential Elements
                                                            1. Redundant Elements
                                                              1. Chart Junk Elimination
                                                              2. White Space Utilization
                                                                1. Breathing Room
                                                                  1. Element Separation
                                                                    1. Focus Direction
                                                                    2. Grid Systems
                                                                      1. Alignment Principles
                                                                        1. Proportional Spacing
                                                                          1. Modular Organization
                                                                          2. Balance and Proportion
                                                                            1. Visual Weight Distribution
                                                                              1. Golden Ratio Application
                                                                                1. Symmetry vs Asymmetry
                                                                              2. Typography in Visualization
                                                                                1. Font Selection Criteria
                                                                                  1. Readability Requirements
                                                                                    1. Legibility Standards
                                                                                      1. Context Appropriateness
                                                                                      2. Font Categories
                                                                                        1. Serif Fonts
                                                                                          1. Sans-Serif Fonts
                                                                                            1. Monospace Fonts
                                                                                              1. Display Fonts
                                                                                              2. Typography Hierarchy
                                                                                                1. Font Size Scaling
                                                                                                  1. Font Weight Variation
                                                                                                    1. Font Style Application
                                                                                                    2. Text Placement and Alignment
                                                                                                      1. Label Positioning
                                                                                                        1. Text Orientation
                                                                                                          1. Alignment Consistency
                                                                                                        2. Annotation and Context
                                                                                                          1. Title Systems
                                                                                                            1. Main Titles
                                                                                                              1. Subtitles
                                                                                                                1. Section Headers
                                                                                                                2. Axis Systems
                                                                                                                  1. Axis Labels
                                                                                                                    1. Tick Marks
                                                                                                                      1. Grid Lines
                                                                                                                        1. Scale Indicators
                                                                                                                        2. Legend Design
                                                                                                                          1. Legend Placement
                                                                                                                            1. Legend Formatting
                                                                                                                              1. Legend Ordering
                                                                                                                              2. Direct Labeling
                                                                                                                                1. Data Point Labels
                                                                                                                                  1. Callout Annotations
                                                                                                                                    1. Explanatory Notes
                                                                                                                                    2. Contextual Information
                                                                                                                                      1. Data Sources
                                                                                                                                        1. Methodology Notes
                                                                                                                                          1. Temporal Context
                                                                                                                                            1. Comparative Benchmarks