fmt_spelled_num: Format values to spelled-out numbers

In rstudio/gt: Easily Create Presentation-Ready Display Tables

Format values to spelled-out numbers

Description

With numeric values in a gt table we can transform those to numbers that are spelled out with fmt_spelled_num(). Any values from 0 to 100 can be spelled out so, for example, the value 23 will be formatted as "twenty-three". Providing a locale ID will result in the number spelled out in the locale's language rules. For example, should a Swedish locale ("sv") be provided, the value 23 will yield "tjugotre". In addition to this, we can optionally use the pattern argument for decoration of the formatted values.

Usage

fmt_spelled_num(
  data,
  columns = everything(),
  rows = everything(),
  pattern = "{x}",
  locale = NULL
)

Arguments

data	The gt table data object ⁠obj:<gt_tbl>⁠ // required This is the gt table object that is commonly created through use of the gt() function.
columns	Columns to target <column-targeting expression> // default: everything() Can either be a series of column names provided in c(), a vector of column indices, or a select helper function (e.g. starts_with(), ends_with(), contains(), matches(), num_range() and everything()).
rows	Rows to target <row-targeting expression> // default: everything() In conjunction with columns, we can specify which of their rows should undergo formatting. The default everything() results in all rows in columns being formatted. Alternatively, we can supply a vector of row captions within c(), a vector of row indices, or a select helper function (e.g. starts_with(), ends_with(), contains(), matches(), num_range(), and everything()). We can also use expressions to filter down to the rows we need (e.g., ⁠[colname_1] > 100 & [colname_2] < 50⁠).
pattern	Specification of the formatting pattern ⁠scalar<character>⁠ // default: "{x}" A formatting pattern that allows for decoration of the formatted value. The formatted value is represented by the {x} (which can be used multiple times, if needed) and all other characters will be interpreted as string literals.
locale	Locale identifier ⁠scalar<character>⁠ // default: NULL (optional) An optional locale identifier that can be used for formatting values according to the locale's rules. Examples include "en" for English (United States) and "fr" for French (France). We can call info_locales() for a useful reference for all of the locales that are supported. A locale ID can be also set in the initial gt() function call (where it would be used automatically by any function with a locale argument) but a locale value provided here will override that global locale.

Value

An object of class gt_tbl.

Compatibility of formatting function with data values

fmt_spelled_num() is compatible with body cells that are of the "numeric" or "integer" types. Any other types of body cells are ignored during formatting. This is to say that cells of incompatible data types may be targeted, but there will be no attempt to format them.

Compatibility of arguments with the from_column() helper function

from_column() can be used with certain arguments of fmt_spelled_num() to obtain varying parameter values from a specified column within the table. This means that each row could be formatted a little bit differently. These arguments provide support for from_column():

• pattern

• locale

Please note that for both of the aforementioned arguments, a from_column() call needs to reference a column that has data of the correct type (this is different for each argument). Additional columns for parameter values can be generated with cols_add() (if not already present). Columns that contain parameter data can also be hidden from final display with cols_hide(). Finally, there is no limitation to how many arguments the from_column() helper is applied so long as the arguments belong to this closed set.

Supported locales

The following 80 locales are supported in the locale argument of fmt_spelled_num(): "af" (Afrikaans), "ak" (Akan), "am" (Amharic), "ar" (Arabic), "az" (Azerbaijani), "be" (Belarusian), "bg" (Bulgarian), "bs" (Bosnian), "ca" (Catalan), "ccp" (Chakma), "chr" (Cherokee), "cs" (Czech), "cy" (Welsh), "da" (Danish), "de" (German), "de-CH" (German (Switzerland)), "ee" (Ewe), "el" (Greek), "en" (English), "eo" (Esperanto), "es" (Spanish), "et" (Estonian), "fa" (Persian), "ff" (Fulah), "fi" (Finnish), "fil" (Filipino), "fo" (Faroese), "fr" (French), "fr-BE" (French (Belgium)), "fr-CH" (French (Switzerland)), "ga" (Irish), "he" (Hebrew), "hi" (Hindi), "hr" (Croatian), "hu" (Hungarian), "hy" (Armenian), "id" (Indonesian), "is" (Icelandic), "it" (Italian), "ja" (Japanese), "ka" (Georgian), "kk" (Kazakh), "kl" (Kalaallisut), "km" (Khmer), "ko" (Korean), "ky" (Kyrgyz), "lb" (Luxembourgish), "lo" (Lao), "lrc" (Northern Luri), "lt" (Lithuanian), "lv" (Latvian), "mk" (Macedonian), "ms" (Malay), "mt" (Maltese), "my" (Burmese), "ne" (Nepali), "nl" (Dutch), "nn" (Norwegian Nynorsk), "no" (Norwegian), "pl" (Polish), "pt" (Portuguese), "qu" (Quechua), "ro" (Romanian), "ru" (Russian), "se" (Northern Sami), "sk" (Slovak), "sl" (Slovenian), "sq" (Albanian), "sr" (Serbian), "sr-Latn" (Serbian (Latin)), "su" (Sundanese), "sv" (Swedish), "sw" (Swahili), "ta" (Tamil), "th" (Thai), "tr" (Turkish), "uk" (Ukrainian), "vi" (Vietnamese), "yue" (Cantonese), and "zh" (Chinese).

Examples

Let's use a summarized version of the gtcars dataset to create a gt table. fmt_spelled_num() is used to transform integer values into spelled-out numbering (in the n column). That formatted column of numbers-as-words is given cell background colors via data_color() (the underlying numerical values are always available).

gtcars |>
  dplyr::count(mfr, ctry_origin) |>
  dplyr::arrange(ctry_origin) |>
  gt(rowname_col = "mfr", groupname_col = "ctry_origin") |>
  cols_label(n = "No. of Entries") |>
  fmt_spelled_num() |>
  tab_stub_indent(rows = everything(), indent = 2) |>
  data_color(
    columns = n,
    method = "numeric",
    palette = "viridis",
    alpha = 0.8
  ) |>
  opt_all_caps() |>
  opt_vertical_padding(scale = 0.5) |>
  cols_align(align = "center", columns = n)

With a considerable amount of dplyr and tidyr work done to the pizzaplace dataset, we can create a new gt table. fmt_spelled_num() will be used here to transform the integer values in the rank column. We'll do so with a special pattern that puts the word 'Number' in front of every spelled-out number.

pizzaplace |>
  dplyr::mutate(month = lubridate::month(date, label = TRUE)) |>
  dplyr::filter(month %in% month.abb[1:6]) |>
  dplyr::group_by(name, month) |>
  dplyr::summarize(sum = sum(price), .groups = "drop") |>
  dplyr::arrange(month, desc(sum)) |>
  dplyr::group_by(month) |>
  dplyr::slice_head(n = 5) |>
  dplyr::mutate(rank = dplyr::row_number()) |>
  dplyr::ungroup() |>
  dplyr::select(-sum) |>
  tidyr::pivot_wider(names_from = month, values_from = c(name)) |>
  gt() |>
  fmt_spelled_num(columns = rank, pattern = "Number {x}") |>
  opt_all_caps() |>
  cols_align(columns = -rank, align = "center") |>
  cols_width(
    rank ~ px(120),
    everything() ~ px(100)
  ) |>
  opt_table_font(stack = "rounded-sans") |>
  tab_options(table.font.size = px(14))

Let's make a table that compares how the numbers from 1 to 10 are spelled across a small selection of languages. Here we use fmt_spelled_num() with each column, ensuring that the locale value matches that of the column name.

dplyr::tibble(
  num = 1:10,
  en = num,
  fr = num,
  de = num,
  es = num,
  pl = num,
  bg = num,
  ko = num,
  zh = num
) |>
  gt(rowname_col = "num") |>
  fmt_spelled_num(columns = en, locale = "en") |>
  fmt_spelled_num(columns = fr, locale = "fr") |>
  fmt_spelled_num(columns = de, locale = "de") |>
  fmt_spelled_num(columns = es, locale = "es") |>
  fmt_spelled_num(columns = pl, locale = "pl") |>
  fmt_spelled_num(columns = bg, locale = "bg") |>
  fmt_spelled_num(columns = ko, locale = "ko") |>
  fmt_spelled_num(columns = zh, locale = "zh") |>
  cols_label_with(fn = function(x) md(paste0("`", x, "`"))) |>
  tab_spanner(
    label = "Numbers in the specified locale",
    columns = everything()
  ) |>
  cols_align(align = "left", columns = everything()) |>
  cols_width(
    c(en, fr, de, es, pl, bg) ~ px(100),
    c(ko, zh) ~ px(50)
  ) |>
  opt_horizontal_padding(scale = 2) |>
  opt_vertical_padding(scale = 0.5)

Function ID

3-11

Function Introduced

v0.9.0 (Mar 31, 2023)

See Also

The vector-formatting version of this function: vec_fmt_spelled_num().

Other data formatting functions: data_color(), fmt(), fmt_auto(), fmt_bins(), fmt_bytes(), fmt_chem(), fmt_country(), fmt_currency(), fmt_date(), fmt_datetime(), fmt_duration(), fmt_email(), fmt_engineering(), fmt_flag(), fmt_fraction(), fmt_icon(), fmt_image(), fmt_index(), fmt_integer(), fmt_markdown(), fmt_number(), fmt_partsper(), fmt_passthrough(), fmt_percent(), fmt_roman(), fmt_scientific(), fmt_tf(), fmt_time(), fmt_units(), fmt_url(), sub_large_vals(), sub_missing(), sub_small_vals(), sub_values(), sub_zero()

rstudio/gt documentation built on Dec. 2, 2024, 11:05 a.m.