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prop-pct-var-case-miss-complete.R
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prop-pct-var-case-miss-complete.R
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#' Proportion of variables containing missings or complete values
#'
#' Calculate the proportion of variables that contain a single missing or
#' complete values.
#'
#' @param data a dataframe
#'
#' @return numeric the proportion of variables that contain missing or complete
#' data
#'
#' @seealso [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()]
#'
#' @export
#' @name prop-miss-complete-var
#'
#' @examples
#'
#' prop_miss_var(airquality)
#' prop_complete_var(airquality)
#'
prop_miss_var <- function(data){
test_if_null(data)
test_if_dataframe(data)
# find the proportion of variables that contain (any) missing values
mean(colSums(is.na(data)) > 0)
} # end function
#' @export
#' @rdname prop-miss-complete-var
prop_complete_var <- function(data){
1 - prop_miss_var(data)
} # end function
#' Percentage of variables containing missings or complete values
#'
#' Calculate the percentage of variables that contain a single missing or
#' complete value.
#'
#' @param data a dataframe
#'
#' @return numeric the percent of variables that contain missing or complete
#' data
#'
#' @export
#'
#' @seealso [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()]
#'
#'
#' @name pct-miss-complete-var
#' @examples
#'
#' prop_miss_var(airquality)
#' prop_complete_var(airquality)
#'
pct_miss_var <- function(data){
# turn proportion into a percent
prop_miss_var(data) * 100
} # end function
#' @export
#' @rdname pct-miss-complete-var
pct_complete_var <- function(data){
prop_complete_var(data) * 100
}
#' Proportion of cases that contain a missing or complete values.
#'
#' Calculate the proportion of cases (rows) that contain missing or complete
#' values.
#'
#' @param data a dataframe
#'
#' @return numeric the proportion of cases that contain a missing or complete
#' value
#'
#' @seealso [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()]
#'
#' @export
#' @name prop-miss-complete-case
#' @importFrom stats complete.cases
#' @examples
#'
#' prop_miss_case(airquality)
#' prop_complete_case(airquality)
#'
prop_miss_case <- function(data){
test_if_null(data)
test_if_dataframe(data)
# How many missings in each row?
n_miss_in_rows <- rowSums(is.na(data))
# What is the proportion of rows with any missings?
mean(n_miss_in_rows > 0)
}
#' @export
#' @rdname prop-miss-complete-case
prop_complete_case <- function(data){
1 - prop_miss_case(data)
}
#' Percentage of cases that contain a missing or complete values.
#'
#' Calculate the percentage of cases (rows) that contain a missing or complete
#' value.
#'
#' @param data a dataframe
#'
#' @return numeric the percentage of cases that contain a missing or complete
#' value
#'
#' @seealso [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()]
#'
#' @export
#' @name pct-miss-complete-case
#'
#' @examples
#'
#' pct_miss_case(airquality)
#' pct_complete_case(airquality)
#'
pct_miss_case <- function(data){
prop_miss_case(data) * 100
}
#' @export
#' @rdname pct-miss-complete-case
pct_complete_case <- function(data){
prop_complete_case(data) * 100
}