Comparing spatially-related distributions

Visualization Best Practices in R

Nick Strayer

Instructor

What are 'spatially connected axes'?

  • There is an underlying ordering of the classes.
  • E.g. months of the year: Jan < Feb < Mar < ...

 

Visualization Best Practices in R

The ridgeline plot

library(ggridges) # Gives us geom_density_ridges()
ggplot(md_speeding, aes(x = speed_over, y = month)) + 
  geom_density_ridges(bandwidth = 2) +
  xlim(1, 35)

Visualization Best Practices in R

Ridgeline pros

Visualization Best Practices in R

Ridgeline cons

Visualization Best Practices in R

Visualization Best Practices in R

Let's make some ridgelines!

Visualization Best Practices in R

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