Overlaid standardised densities of a block of variables — plot_distribution

One density per variable (z-scores by default), coloured by the absolute skewness, with the pooled density as a dashed black curve: a quick look at the shapes of many variables.

Usage

plot_distribution_overview(
  data,
  vars,
  labels = NULL,
  group = NULL,
  scale = TRUE,
  base_size = 11,
  title = NULL,
  highlight_skew = 1
)

Arguments

data: A data frame.
vars: Numeric variables (names or tidyselect).
labels: Optional named vector of labels.
group: Optional grouping column: one panel per group.
scale: Standardise each variable (z-scores).
base_size: Base font size.
title: Title.
highlight_skew: Absolute skewness above which a density is highlighted.

Value

A ggplot.

Examples

plot_distribution_overview(cohort_sim, c(AGE, BMI, NFL_V0, IL6_V0, CRP_V0, MOCA_V0))