DSC 385 Schedule

Modules

1. Introduction, Aesthetic mappings

Part I:

• Slides (Introduction)
• Worksheet 1 (Introduction to Quarto)
• Worksheet 2 (Introduction to R)

Part II:

• Slides (Aesthetic mappings)
• Worksheet (Aesthetic mappings)

2. Visualizing amounts, Story telling, Coordinate systems

Part I:

• Slides (Visualizing amounts)
• Worksheet (Visualizing amounts)

Part II:

• Slides (Telling a story)

Part III:

• Slides (Coordinate systems)
• Worksheet (Coordinate systems)

3. Visualizing distributions

Part I:

• Slides (Visualizing distributions 1)
• Worksheet (Visualizing distributions 1)

Part II:

• Slides (Visualizing distributions 2)
• Worksheet (Visualizing distributions 2)

4. Color

Part I:

• Slides (Color scales)
• Worksheet (Color scales)

Part II:

• Slides (Color spaces and color-vision deficiency)
• Worksheet (Color spaces and color-vision deficiency)

5. Data wrangling, Visualizing proportions

Part I:

• Slides (Pipe, sorting, filtering, mutating)
• Worksheet (Pipe, sorting, filtering, mutating)

Part II:

• Slides (Summarizing, pivoting, joining)
• Worksheet (Summarizing, pivoting, joining)

Part III:

• Slides (Visualizing proportions)
• Worksheet (Visualizing proportions)

6. Getting to know your data, Ordering plot elemens

Part I:

• Slides (Getting to know your data)
• Worksheet 1 (Data cleaning)
• Worksheet 2 (Missing data)

Part II:

• Slides (Ordering plot elements)
• Worksheet (Ordering plot elements)

7. Figure design, Compound figures

Part I:

• Slides (Figure design)
• Worksheet (Figure design)

Part II:

• Slides (Compound figures)
• Worksheet (Compound figures)

8. Visualizing trends, Functional programming

Part I:

• Slides (Visualizing trends)
• Worksheet (Visualizing trends)

Part II:

• Slides (Functional programming)
• Worksheet (Functional programming)

9. Working with models, Visualizing uncertainty

Part I:

• Slides (Working with models)
• Worksheet (Working with models)

Part II:

• Slides (Visualizing uncertainty)
• Worksheet (Visualizing uncertainty)

10. Dimension reduction

Part I:

• Slides (PCA)
• Worksheet (PCA)

Part II:

• Slides (Nonlinear dimension reduction)
• Worksheet (Nonlinear dimension reduction)

11. Clustering

Part I:

• Slides (Clustering)
• Worksheet (Clustering)

Part II:

• Slides (Hierarchical clustering)
  
• Worksheet (Hierarchical clustering)

12. Redundant coding, text annotations, overplotting

Part I:

• Slides (Redundant coding)
• Worksheet (Redundant coding)

Part II:

• Slides (Overplotting)
• Worksheet (Overplotting)

13. Visualizing geospatial data, Miscellaneous

Part I:

• Slides (Geospatial data)
• Worksheet (Geospatial data)

Part II:

• Slides (Interactive plots)
• Worksheet (Interactive plots)

Part III:

• Slides (Animations)

Part IV:

• Slides (Web design)
• Worksheet (Web design)