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plots

Data Visualization

These scripts produce data visualizations, including descriptive plots, mapping of spatial distributions, and plots for evaluating and interpreting model output. The following R packages are used:

  • bayesplot for visualizing the Bayesian models created using brms
  • scico for perceptually uniform and colorblind safe color palettes
  • tidybayes for incorporating Bayesian models in a tidydata workflow
  • patchwork for combining separate ggplots
  • sf for working with spatial vector data
  • here for easy file referencing
  • and of course, ggplot and the tidyverse

Click on an image to see the code that produced the data visualization.