freq_format: Format freq_table Output for Publication and Dissemination

In freqtables: Make Quick Descriptive Tables for Categorical Variables

Format freq_table Output for Publication and Dissemination

Description

The freq_format function is intended to make it quick and easy to format the output of the freq_table function for tables that may be used for publication. For example, a proportion and 95 could be formatted as "24.00 (21.00 - 27.00)."

Usage

freq_format(.data, recipe, name = NA, digits = NA)

Arguments

.data	A data frame of class "freq_table_one_way" or "freq_table_two_way".
recipe	A recipe used to create a new column from existing freq_table columns. The recipe must be in the form of a quoted string. It may contain any combination of column names, spaces, and characters. For example: "n (percent)" or "percent (lcl - ucl)".
name	An optional name to assign to the column created by the recipe. The default name is "formatted_stats"
digits	The number of decimal places to display.

Value

A tibble

Examples

library(dplyr)
library(freqtables)

data(mtcars)

# One-way frequency tables with defaults

mtcars %>%
  freq_table(am) %>%
  freq_format(
    recipe = "percent (lcl - ucl)",
    name = "percent_95",
    digits = 2
  ) %>%
  select(var, cat, percent_95)
#> # A tibble: 2 x 3
#>   var   cat   percent_95
#>   <chr> <chr> <chr>
#> 1 am    0     59.38 (40.94 - 75.50)
#> 2 am    1     40.62 (24.50 - 59.06)

# Two-way frequency tables with defaults

mtcars %>%
  freq_table(am, cyl) %>%
    freq_format(
    recipe = "percent_row (lcl_row - ucl_row)",
    name = "percent_95",
    digits = 2
  ) %>%
  select(1:4, percent_95)
#> # A tibble: 6 x 5
#>   row_var row_cat col_var col_cat percent_95
#>   <chr>   <chr>   <chr>   <chr>   <chr>
#> 1 am      0       cyl     4       15.79 (4.78 - 41.20)
#> 2 am      0       cyl     6       21.05 (7.58 - 46.44)
#> 3 am      0       cyl     8       63.16 (38.76 - 82.28)
#> 4 am      1       cyl     4       61.54 (32.30 - 84.29)
#> 5 am      1       cyl     6       23.08 (6.91 - 54.82)
#> 6 am      1       cyl     8       15.38 (3.43 - 48.18)

freqtables documentation built on April 3, 2022, 5:11 p.m.