Resources

• Five rules for evidence communication - www.nature.com/articles/d41586-020-03189-1

Additional resources on visualising uncertainty:

• ONS guidance on showing uncertainty in charts: service-manual.ons.gov.uk/data-visualisation/guidance/showing-uncertainty-in-charts

• Visualizing Uncertainty About the Future - www.stat.berkeley.edu/~aldous/157/Papers/spiegelhalter_visualizing.pdf

• RSS Data Visualisation Guide - royal-statistical-society.github.io/datavisguide

• More data visualisation resources - nrennie.rbind.io/resources/data-viz

R packages

• ggdist: Visualizations of Distributions and Uncertainty in the Grammar of Graphics - doi.org/10.1109/TVCG.2023.3327195

• ggbeeswarm: github.com/eclarke/ggbeeswarm