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Building Interactive Graphs with ggplot2 and Shiny
Getting Started with ggplot2
Setting Up ggplot2
Understanding the Structure of a Plot
Mapping Data to Graphical Elements with Aesthetics
Understanding Some Subtleties with Aesthetics
Using ggplot2 in Scripts
Understanding Basic Plots
Drawing Lines
Drawing Paths
Bar Charts
Histograms and Density Plots
Using Boxplots
Using Conditional Plots
Using Group and Color
Using Size and Color
Over Plotting Many Points with Jitter
Faceting with One Variable
Faceting with Two Variables
Using Statistics in Our Plot
Linear Trends
Non-linear Trends
User-Defined Function
BigVis: Visualizing Big Data
BigVis: Smoothing Plots and Peeling Data
Customizing Your Graphs
Controlling the Axes
Ordering Variables
Customizing the Color Palette for Categorical Variables
Customizing the Color Palette for Continuous Variables
Customizing the Axes Labels and the Legends
Shiny – Part 1
Creating Interactive Web Pages with Shiny
Understanding the Structure of a Shiny App
Rendering Text
Understanding Reactive Programming
Using a Button to Avoid Frequent Updates
Shiny – Part 2
Creating and Using Tabs
Scoping
Uploading a File
Downloading a File
Sharing Your Work
Putting Everything Together
Designing an Interactive Dashboard
Building a Time Series Plot
Making a Bubble Chart in ggplot2
Making Conditional Panels
Building the Dashboard
Drawing Paths
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