Plot the missing data pattern of an incomplete dataset
Usage
plot_pattern(
data,
vrb = "all",
square = TRUE,
rotate = FALSE,
cluster = NULL,
npat = NULL,
caption = TRUE
)
Arguments
- data
An incomplete dataset of class
data.frame
ormatrix
.- vrb
String, vector, or unquoted expression with variable name(s), default is "all".
- square
Logical indicating whether the plot tiles should be squares, defaults to squares to mimick
mice::md.pattern()
.- rotate
Logical indicating whether the variable name labels should be rotated 90 degrees.
- cluster
Optional character string specifying which variable should be used for clustering (e.g., for multilevel data).
- npat
Optional numeric input specifying the number of missing data patterns to be visualized, defaults to all patterns.
- caption
Logical indicating whether the figure caption should be displayed.
Value
An object of class ggplot2::ggplot.
Examples
plot_pattern(mice::nhanes)