Tutorials
Visualize your data like an expert with hundreds of practical how-tos for presentation, analysis, and understanding.
How to Visualize Ranges of Data in R
When you want to focus on the magnitude of differences between low and high values, use visual cues that highlight distance.
How I Made That: National Dot Density Map
Mapping one dot per person, it's all about putting the pieces together.
3-D Printing: How to Prepare the Data in R
Moving your data from the digital screen to something more physical isn't as tricky as it seems. Here's how I did it.
How to Make Chord Diagrams in R
Show connections in the circular layout for a more compact presentation.
How to Make Unit Charts with Icon Images in R
Make the unit chart less abstract with icons that represent the data, or use this in place of a bar chart.
How I Made That: Animated Square Pie Chart
Also known as waffle charts. Using animated transitions between values, you can allow for comparisons between categories.
How to Make Venn Diagrams in R
The usually abstract, qualitative and sometimes quantitative chart type shows relationships. You can make them in R, if you must.
How to Make a State Map Grid with Small Multiples in R
Combining small multiples with the grid layout can make for an intuitive geographic reference.
Compact Ways to Visualize Distributions in R
For when you want to show or compare several distributions but don't have a lot of space.
How I Made That: Interactive Heatmap
Add interaction so that you can show different segments of the data and allow comparisons.
Getting Started with Network Graphs in R
Add the vertices. Connect them with edges. Repeat as necessary.
How to Make (and Animate) a Circular Time Series Plot in R
Also known as a polar plot, it is usually not the better option over a standard line chart, but in select cases the method can be useful to show cyclical patterns.
How to Make a Semicircle Plot in R
It's the half cousin of the bubble plot with less overlap and more straight edges.
How I Made That: Interactive Beeswarm Chart to Compare Distributions
The histogram is my favorite chart type, but it's unintuitive for many. So I've been using the less accurate but less abstract beeswarm.
How I Made That: Searchable Time Series Chart
When there are too many options or categories, it can be helpful to make the data searchable.
How to Make a State Grid Map in R
Something of a cross between a reference table and a map, the state grid provides equal space to each state and a semblance of the country to quickly pick out individual states.
How to Make Animated Line Charts in R
Sometimes it's useful to animate the multiple lines instead of showing them all at once.
How to Make a Multi-line Step Chart in R
For the times your data represents immediate changes in value.