plot_scorecard: Plot a scorecard from bootstrapped verification
In andrew-MET/harpVis: Visualisation functions for harp.

plot_scorecard

R Documentation

Plot a scorecard from bootstrapped verification

Description

This function is used to plot a score card from the output of a bootstrap verification function such as bootstrap_verify.

Usage

plot_scorecard(
  bootstrap_data,
  fcst_model,
  ref_model,
  scores,
  facet_by = vars(score),
  num_facet_rows = 1,
  grid_facets = FALSE,
  filter_by = NULL,
  significance_breaks = c(-1.1, -0.997, -0.95, -0.68, 0.68, 0.95, 0.997, 1.1),
  colours = c("#CA0020", "#CA0020", "#CA0020", "grey70", "#0571B0", "#0571B0", "#0571B0"),
  fills = c("#CA0020", "#F4A582", NA, "grey70", NA, "#92C5DE", "#0571B0"),
  shapes = c(25, 25, 25, 22, 24, 24, 24),
  sizes = c(3, 2, 1, 0.5, 1, 2, 3),
  legend_labels = "auto",
  num_facet_cols = length(scores),
  ...
)

Arguments

`bootstrap_data`	The output from bootstrap_verify.
`fcst_model`	The forecast model of interest.
`ref_model`	The forecast model to be used as reference.
`scores`	Vector of scores to include in the plot.
`facet_by`	Column(s) to facet panels by - should be unquoted and wrapped in the `vars` function. Defaults to score.
`filter_by`	Filtering function - column names should be unquoted and everything wrapped inside the `vars` function.
`significance_breaks`	The breaks to for statistical significance of differences. Default is `c(-1.1, -0.997, -0.95, -0.68, 0.68, 0.95, 0.997, 1.1)`.
`colours`	Vector of outline colours used for the scorecard symbols. Should be one fewer then `significance_breaks`. Can be colour names or HEX colours. Default is `c("#CA0020", "#CA0020", "#CA0020", "grey70", "#0571B0", "#0571B0", "#0571B0")`.
`fills`	Vector of fill colours used for the scorecard symbols. Should be one fewer then `significance_breaks`. Can be colour names or HEX colours. Default is `c("#CA0020", "#F4A582", NA, "grey70", NA, "#92C5DE", "#0571B0")`.
`shapes`	Vector of shapes used for the scorecard symbols. Should be one fewer then `significance_breaks`. Default is `c(25, 25, 25, 22, 24, 24, 24)`.
`sizes`	Vector of sizes used for the scorecard symbols. Should be one fewer then `significance_breaks`. Default is `c(3, 2, 1, 0.5, 1, 2, 3)`.
`legend_labels`	Character vector of labels to be used for the scorecard symbols. Should be one fewer then `significance_breaks`. Set to "auto" to automatically generate labels based on `significance_breaks`
`num_facet_cols`	Number of panel columns in the score card.