Plot benchmark summaries

Usage

plot_benchmarks(
  grouping_var,
  benchmark_scope,
  benchmark_dir,
  scores_list,
  score_to_plot = "crps",
  write_files = TRUE
)

Arguments

grouping_var: The variable to plot by, so in this case either location or forecast_date
benchmark_scope: The scope of the benchmarking (so in this case either subset_forecasts or all_forecasts)
benchmark_dir: The directory where the benchmark tables live
scores_list: The list of tables of recent scores
score_to_plot: Which of the scores saved in the benchmarking tables to plot, options are crps, bias, and ae, defualt is crps
write_files: Boolean indicating whether or not to save the plots to disk, default is TRUE

Value

a ggplot object containing a bar chart colored by package/model version and faceted by the grouping variable, with the height of the bar indicating the scores