• Penguins
  • Penguins are different
  • So let’s measure
  • Does it work?

Adelie by Leksele
(Shutterstock)

Gentoo by Vittaya Pinpan
(Shutterstock)

Chinstrap by Alexey Seafarer
(Shutterstock)


Adelie by Leksele (Shutterstock)




Gentoo by Vittaya Pinpan (Shutterstock)




Chinstrap by Alexey Seafarer (Shutterstock)

  • The Traditional
  • Animations
  • Networks
  • Annotations
  • Maps
  • Word Clouds
  • Niche Applications
Wonderful artwork by @Allison_Horst
  • old favourites
    • histograms
    • boxplots
    • bar chart
    • line plots….
  • lot of creative twists in R
  • maps
  • networks
  • interactive
  • animated
  • 3D….
  • karyograms
  • and more
    • finishing touches that bring a graphic to life
    • colour schemes, annotations, scales….

  • old favourites
    • histograms
    • boxplots
    • bar chart
    • line plots….
  • lot of creative twists in R
  • maps
  • networks
  • interactive
  • animated
  • 3D….
  • karyograms
  • and more
    • finishing touches that bring a graphic to life
    • colour schemes, annotations, scales….

  • old favourites
    • histograms
    • boxplots
    • bar chart
    • line plots….
  • lot of creative twists in R
  • maps
  • networks
  • interactive
  • animated
  • 3D….
  • karyograms
  • and more
    • finishing touches that bring a graphic to life
    • colour schemes, annotations, scales….

  • old favourites
    • histograms
    • boxplots
    • bar chart
    • line plots….
  • lot of creative twists in R
  • maps
  • networks
  • interactive
  • animated
  • 3D….
  • karyograms
  • and more
    • finishing touches that bring a graphic to life
    • colour schemes, annotations, scales….

  • old favourites
    • histograms
    • boxplots
    • bar chart
    • line plots….
  • lot of creative twists in R
  • maps
  • networks
  • interactive
  • animated
  • 3D….
  • karyograms
  • and more
    • finishing touches that bring a graphic to life
    • colour schemes, annotations, scales….
genes from Pardinas et al. 2018
  • old favourites
    • histograms
    • boxplots
    • bar chart
    • line plots….
  • lot of creative twists in R
  • maps
  • networks
  • interactive
  • animated
  • 3D….
  • karyograms
  • and more
    • finishing touches that bring a graphic to life
    • colour schemes, annotations, scales….

  • old favourites
    • histograms
    • boxplots
    • bar chart
    • line plots….
  • lot of creative twists in R
  • maps
  • networks
  • interactive
  • animated
  • 3D….
  • karyograms
  • and more
    • finishing touches that bring a graphic to life
    • colour schemes, annotations, scales….
  • And so much out there
  • Easy because so much out there

  • R community eager and energetic in sharing ideas
  • My goto places
    • Rweekly.org
    • #rstats
    • r-bloggers.com

  • and in that vein….
    • Shannon Pileggi (pipinghotdata.com) for the flexdashboard idea
    • @Allison_Horst for the graphics
    • @bradleyboehmke for the variable importance chart
    • @Fiona_Grimm (Health Foundation for shaping the NHS data)
    • Gina Reynolds for the bar chart race
    • Emil Hvitfeldt for the emoji plot