# Tutorials

Learn to visualize your data like an expert with these practical how-tos for presentation, analysis, and understanding.

#### How to Make a Moving Bubble Chart, Based on a Dataset

Ooo, bubbles... It's not the most visually efficient method, but it's one of the more visually satisfying ones.

#### How to Make a Bump Chart in R

Visualize rankings over time instead of absolute values to focus on order instead of the magnitude of change.

#### How to Make a Mosaic Plot in R

Also known as a Marimekko diagram, the mosaic plot lets you compare multiple qualitative variables at once. They can be useful, sometimes.

#### How to Make Animated (GIF) Heatmaps in R

Using color as the visual encoding, show changes over time in two dimensions.

#### How to Make an Interactive Map of Geographic Paths

With latitude and longitude coordinates, there are a number of ways to map geographic data using D3.js and Leaflet.

#### How I Made That: Animated Difference Charts in R

A combination of a bivariate area chart, animation, and a population pyramid, with a sprinkling of detail and annotation.

#### How to Make Frequency Trails in R

Also known as ridgeline plots, the method overlaps time series for a 3-D-ish view of the data. While perhaps not the most visually efficient, the allure is undeniable.

#### How to Make an Animated Pyramid Chart with D3.js

Compare distributions side-by-side with a pyramid chart. Observe the change over the years by animating it.

#### How to Make a Tiled Bar Chart with D3.js

Show individual data points by splitting bars into smaller cells.

#### How to Make Better-Looking, More Readable Charts in R

Defaults are generalized settings to work with many datasets. This is fine for analysis, but data graphics for presentation benefit from context-specific design.

#### 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.