naniar (version 0.4.2)

bind_shadow: Bind a shadow dataframe to original data

Description

Binding a shadow matrix to a regular dataframe helps visualise and work with missing data.

Usage

bind_shadow(data, only_miss = FALSE, ...)

Arguments

data

a dataframe

only_miss

logical - if FALSE (default) it will bind a dataframe with all of the variables duplicated with their shadow. Setting this to TRUE will bind variables only those variables that contain missing values. See the examples for more details.

...

extra options to pass to recode_shadow() - a work in progress.

Value

data with the added variable shifted and the suffix _NA

Examples

# NOT RUN {
bind_shadow(airquality)

# bind only the variables that contain missing values
bind_shadow(airquality, only_miss = TRUE)

aq_shadow <- bind_shadow(airquality)

# explore missing data visually
library(ggplot2)

# using the bounded shadow to visualise Ozone according to whether Solar
# Radiation is missing or not.

ggplot(data = aq_shadow,
       aes(x = Ozone)) +
       geom_histogram() +
       facet_wrap(~Solar.R_NA,
       ncol = 1)

# }