tsg (version 0.1.0)

collapse_list: Collapse a list of data frames or tibbles into a single data frame

Description

Collapse a list of data frames or tibbles into a single data frame

Usage

collapse_list(
  data,
  ...,
  col_id = "category",
  label = NULL,
  pluck = NULL,
  as_proportion = FALSE,
  name_separator = "_",
  label_separator = "__"
)

Value

A data frame with the specified category column and the frequency and percent columns for each category, along with any additional columns specified in pluck.

Arguments

data

A list of data frames or tibbles to be collapsed.

...

Additional arguments passed to dplyr::filter().

col_id

The name of the column to be created for the category.

label

A label for the category column. If NULL, defaults to "Category".

pluck

A character vector of column names to pluck from the data frames. If NULL, all columns are retained.

as_proportion

If TRUE, the frequency values will be converted to proportions. Default is FALSE.

name_separator

A string to separate the names of the columns in the output data frame. Default is "_".

label_separator

A string to separate the labels of the columns in the output data frame. Default is "__".

Examples

person_record |>
  generate_frequency(
    seeing,
    hearing,
    walking,
    remembering,
    self_caring,
    communicating
  ) |>
  collapse_list()