Hypothetical Outcomes
Imagining alternatives in complex data structures
Visualizing Distributions
Uncertainty through distributions
Frequency Framing
More evocative uncertainty visualization
Interface Design and Topic Models
The Stanford Dissertation Browser case study
Visualizing Topic Models
Visual encodings for memberships and topics
Introduction to Topic Modeling
Quantitative descriptions of document topics
Interactivity in Dimensionality Reduction
Guiding dimensionality reduction through user inputs
Uniform Manifold Approximation and Projection
Nonlinear dimensionality reduction with UMAP
Principal Components Analysis
Linear dimensionality reduction with PCA
Goals of Dimensionality Reduction
When is dimensionality reduction helpful?
Graph Interactivity II
Encoding and data interaction in graphs
Graph Interactivity I
View interaction in graphs
Structured Graphs
Representing known structure in graphs
Graph Representations
Visual marks for general graphs
Tree Representations
An important special case of graph data visualization
Graph Visualization Tasks
What are typical queries for graph data?
Manipulating Graph Data
Reading and modifying graph data
Geospatial Interaction
Idioms for interacting with geographic data
Geospatial Data in D3
An introduction d3-geo and geoPath
Temporal Interaction
Interactivity in time series visualization
Temporal Data in D3
Path generators for temporal visualization
Geospatial Visualization (II)
Useful tricks for visualizing geospatial data
Geospatial Visualization (I)
An introduction to visualizing geospatial data
Time Series Visualization (II)
Specialized representations for time series problems
Time Series Visualization (I)
Basic tasks and visual strategies for temporal data
Brush Interaction in D3
Use cases for and implementation of brush events
Click and Hover Interaction in D3 (Part 2)
Voronoi mouse over and graphical queries
Click and Hover Interaction in D3 (Part 1)
Updating a visualization through clicks and mouseovers
Types of Interactivity in D3
UI input elements and SVG interaction events
Scales and Gapminder
Visual encoding for real data with the help of D3 scales
Reading Data in D3
Reading CSV files into javascript objects
General Update Pattern and Animation
Creating animations and using ID functions
Enter, Update, Exit
Modifying the DOM with data
Binding data
A first look at visual encoding in D3
D3 Selections
Techniques for referring to DOM elements
Manipulating Javascript Objects
Data structures and control flow
HTML Webpage Structure
A tour of the parts of an HTML page
Shiny Themes
Custom styling in Shiny.
Linked Brushing
More examples defining brush queries using Shiny and ggplot2.
Graphical Queries - Brush Events
An introduction to brush events in Shiny
Graphical Queries - Click Events
An introduction to click events in Shiny
IMDB Shiny Application
Using Shiny to explore a movies dataset
Introduction to Reactivity
Viewing shiny code execution as a graph
Elements of a Shiny App
Vocabulary used by R Shiny Library, and a few example apps.
Small Multiples and Faceting
Increased information density through faceting.
A Vocabulary of Marks
Encodings available in ggplot2.
Visual Encodings
Choosing visual encoding.
Introduction to ggplot2
Design principles from the grammar of graphics.