naniar (version 0.6.0)

miss_summary: Collate summary measures from naniar into one tibble

Description

miss_summary performs all of the missing data helper summaries and puts them into lists within a tibble

Usage

miss_summary(data, order = TRUE)

Arguments

data

a dataframe

order

whether or not to order the result by n_miss

Value

a tibble of missing data summaries

See Also

pct_miss_case() prop_miss_case() pct_miss_var() prop_miss_var() pct_complete_case() prop_complete_case() pct_complete_var() prop_complete_var() miss_prop_summary() miss_case_summary() miss_case_table() miss_summary() miss_var_prop() miss_var_run() miss_var_span() miss_var_summary() miss_var_table() n_complete() n_complete_row() n_miss() n_miss_row() pct_complete() pct_miss() prop_complete() prop_complete_row() prop_miss()

Examples

# NOT RUN {
s_miss <- miss_summary(airquality)
s_miss$miss_df_prop
s_miss$miss_case_table
s_miss$miss_var_summary
# etc, etc, etc.

# }
# NOT RUN {
library(dplyr)
s_miss_group <- group_by(airquality, Month) %>% miss_summary()
s_miss_group$miss_df_prop
s_miss_group$miss_case_table
# etc, etc, etc.
# }
# NOT RUN {
# }