A custom function to plot missing data with variables as rows and observations as columns.
Usage
PlotMissingData(
DataFrame,
Variables = NULL,
Relabel = TRUE,
show_perc = TRUE,
show_perc_var = TRUE,
cluster = FALSE
)Arguments
- DataFrame
The dataframe containing missing data.
- Variables
A character vector specifying the variables to be included in the plot. If NULL (default), all variables in the dataframe will be used.
- Relabel
Logical indicating whether to relabel the columns based on their labels. Default is TRUE.
- show_perc
Logical indicating whether to show percentage labels in legend. Default is TRUE.
- show_perc_var
Logical indicating whether to show percentage of missing for each variable. Default is TRUE.
- cluster
Logical indicating whether to cluster rows by missingness pattern. Default is FALSE.