The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
Box plots can now be generated via cols_nanoplot() by using plot_type = "boxplot". These plots are laid out horizontally and will, by default, share the same plot axis across rows. (#1527)
We can now have single line bar plots generated through cols_nanoplot(). If the plot_type is set to "bar" and single values are found, then horizontal bars will be generated and will be comparable across rows. (#1514, #1515, #1519)
The autohide argument was added to the cols_nanoplot() function so that columns containing input data for nanoplots could be conveniently hidden from final presentation. (#1533)
Added option (the data_area_fill_color arg in nanoplot_options()) to change fill color of nanoplot data area for line-type plots (#1521). (#1534)
The performance of rendering bigger tables as HTML has been improved and is now up to three times faster than before. (#1470, thanks @mgirlich)
Introduced a small performance improvement by no longer calling utils::packageVersion() internally (#1524). (#1525, thank you @slodge)
The gtsave() function now returns the file path invisibly instead of TRUE. (#1478, thank you @olivroy)
Most functions now produce better error messages if not provided with a gt_tbl object. (#1504, c/o @olivroy)
fmt_url() has been improved by preventing link text breaking across lines (#1509). (#1537)We now remove some unnecessary newlines in the HTML text produced by as_raw_html(), which caused an issue when integrating gt tables into blastula email messages (#1506). (#1520)
The tab_spanner_delim() now lets you use delim strings longer than a single character (#1469). (#1513)
Fix for footnotes in LaTeX tables where no footnote marks are to be added; this previously showed "NA" as the mark in the footer area but this is no longer displayed (#1416). (#1512, thanks @kbrevoort)
LaTeX tables can now have their overall width specified (#119, #329). (#1495, thank you @kbrevoort)
Fix issue where a cols_width() specification involving percentage values fails for LaTeX tables (#1465). (#1495, thanks again @kbrevoort!)
Several documentation fixes were made to address inconsistencies and improve clarity. (#1491)
We can now add in little plots called nanoplots to a gt table (#299, #515). (#1431, #1439, #1445, #1453, #1458, #1459, #1461, #1462)
The function cols_nanoplot() adds a new column that contains the plots. The data can be obtained from one or more columns in the table. A helper function called nanoplot_options() allows for altering the composition and styling of the nanoplots in the new column.
There are two basic types of nanoplots available: "line" and "bar". A line plot shows individual data points and has smooth connecting lines between them to allow for easier scanning of values. You can opt for straight-line connections between data points, or, no connections at all (it’s up to you). The data you feed into a line plot can consist of a single vector of values (resulting in equally-spaced y values), or, you can supply two vectors representative of x and y.
A bar plot is built a little bit differently. The focus is on evenly-spaced bars (requiring a single vector of values) that project from a zero line, clearly showing the difference between positive and negative values.
By default, any type of nanoplot will have basic interactivity. One can hover over the data points and vertical guides will display values ascribed to each. A guide on the left-hand side of the plot area will display the minimal and maximal y values on hover.
Brand new rows can be added to a gt table with the new rows_add() function. The user can supply the new row data through name value pairs. You have control over where they are placed by way of the .before and .after arguments (new rows are added to the bottom of the table by default). You can also add empty (i.e., all NA) rows with the .n_empty option (#698). (#1323)
To complement rows_add(), the cols_add() function was added. New columns can indeed be added to a gt table with this function, which has an interface close to that of dplyr::mutate(). (#1367)
You can now use an empty table as the starting point for a gt table. This can be used in conjunction with cols_add() and rows_add() to build a table piece-by-piece in specific workflows/settings. What constitutes empty tables can be any of: 0 x 0 tables, 0 x n tables (no rows, some columns), or n x 0 tables (some rows, no columns; treated the same as 0 x 0 tables). (#1376)
There is now a way to better express measurement units and we do this in gt with something called units notation. With an intuitive and easy-to-learn syntax, gt will ensure that any measurement units are formatted correctly no matter what the output type is. We can format units in the table body with fmt_units(), we can attach units to column labels with cols_units(), and we can integrate units notation in the already-available cols_label() and tab_spanner() functions (#417, #533). (#1357, #1426, #1446)
A very useful new helper function, from_column(), has been added so you can fetch values (for compatible arguments) from a column in the input table. For example, if you are using fmt_scientific() and the number of significant figures should vary across the values to be formatted, a column containing those values for the n_sigfig argument can be referenced by from_column(). (#1392, #1393, #1395, #1396, #1399, #1403)
With the new fmt_icon() function we are able to add icons from the Font Awesome icon library. It works in a way that’s similar to fmt_flag(), in that identifiers in the formatted cells are transformed in-place to SVG-based icons. (#1413)
The info_icons() and info_flags() functions have been added to help people know about the valid codes for flags and for icons (when using fmt_icon() and fmt_flag()). (#1421)
We added the extract_body() function, which lets you pull out a data frame associated with the body cells. Importantly, this extraction can happen at different stages of the table build (e.g., "init", "text_transformed", etc.), allowing a user to have access to a table of formatted body cells for different applications (such as verification of formatting, debugging new formatting functions, etc.) (#1441). (#1449)
Interactive HTML tables (usually generated through use of opt_interactive()) can now use localized labels/controls. So when using any of the 574 supported locales in gt, an interactive table will be fully translated to the language of the locale (#1308). (#1389)
The illness and constants datasets were added. Both datasets have a units column and this is useful for making examples with the fmt_units() function. (#1357)
Processing to Word output now escapes HTML in more places (#1378). (#1303)
The Word output format now uses the side argument present in summary_rows() and grand_summary_rows() to place the new summary rows either the top or bottom of the row group (with summary_rows()) or table as a whole (with grand_summary_rows()). (#1325)
Tables rendered as Word output can now handle the specific case where a table with summary rows doesn’t have row names. (#1325)
Summary rows in Word output tables can now be placed at the top or bottom of a group (or at the top or bottom of the table). (#1402)
Word output tables can now contain images. This entails compatibility with the fmt_image() function, and, images (local and remote) can be inserted through Markdown (#1272). (#1273)
The gt website has been updated with a slightly different look; section names have been updated for consistency (#1419). (#1287, #1340, #1341, #1444)
We’ve improved the formatting of arguments in the documentation so that they all have short titles and descriptions regarding expected inputs and default values. This looks great both in the internal R help pages and in the pkgdown-generated website (#1290). (#1338)
Several small documentation updates were made, with an emphasis on improving examples (#1304, #1349, #1369). (#1293, #1316, #1324, #1329, #1330, #1331, #1334, #1381, #1383, #1395, #1404, #1442, #1454)
The tab_spanner_delim() function was given a limit argument so that splitting from a particular side can stop early and precisely. (#1328)
The width argument was added to fmt_image(). With this change you can variously set the width, the height, or both.
Significant figures support has been added to the fmt_scientific() and vec_fmt_scientific() functions; there is a new n_sigfig argument in both. (#1411)
The cols_merge_range() function now has a locale argument. Range patterns across locales are different (can involve the use of a single hyphen, en dash, em dash, tilde, etc.) and so it does make sense to follow the convention of a locale if provided (#158). (#1423)
The fmt_url() function now has a few more options for adding anchor tag attributes ("target", "rel", "referrerpolicy", and "hreflang"). Thanks @elipousson for the work on this! (#1428). (#1452)
We now have rudimentary support for defining column widths for LaTeX output tables (with cols_width()). This accepts length values in ‘px’ which and automatic conversion to ‘pt’ values is performed to maximize compatibility with different LaTeX flavors (#634, #851, #1417). (#1371, #1450)
It’s now possible to use background fill colors and perform text coloring and emboldened/italicized text within the body cells of LaTeX tables. This is commonly performed through the use of tab_style() and data_color() (#84, #869). (#1352)
The gtsave() function now works with gt_group objects (usually generated through gt_split() or gt_group()) (#1354). (#1365)
All gt_group objects can now be printed using R Markdown or Quarto (#1286). (#1332)
When using fmt_currency() with a locale value set, gt will now use that to automatically select the locale’s default currency. While some countries can have multiple currencies, we opt for the most-widely used currency (users could alternatively specify the currency code and info_currencies() contains all supported currencies used in the package) (#1346). (#1347)
The columns argument in cols_hide() and cols_unhide() can now accept NULL (i.e., no columns resolved). These functions will no longer error in such a case (#1342). (#1343)
The countrypops dataset was updated with recent (as of August 2023) World Bank data that revises population estimates and brings the final year up to 2022. All examples, tests, and articles using the dataset were also updated. (#1410)
A few refinements were made to some of the system font stacks defined in system_fonts(). (#1447)
The Databricks notebook environment is now detected by gt, so tables will now be automatically displayed without having to call extra printing functions. (#1427)
Display issues with scientific and engineering notation formatting (lack of dropping trailing zeros, as promised with the drop_trailing_zeros argument) were fixed. Part of the fix involves adding the drop_trailing_dec_mark argument to the four functions fmt_scientific(), fmt_engineering(), vec_fmt_scientific() and vec_fmt_engineering(). (#1380)
Fixed an incorrect country code reference for the Netherlands that would cause an incorrect flag to appear when using fmt_flag(). (#1319)
Many new flags were added to fmt_flag() (#1333, #1335). (#1336)
In some cases, there was incorrect rounding of duration values when using fmt_duration(). This is now fixed, thanks to @rcannood (#1374). (#1375)
Fixed an issue with cols_label_with() where column names wouldn’t be relabeled if the resolved columns were only a subset of the total columns available. (#1326)
Fixed a LaTeX bug where some characters following a \midrule would corrupt the table (#145, #391, #1107, #1182). (#1390)
Provided a rendering fallback for HTML tables rendered in Quarto where the combination of fmt_markdown() and tab_options(quarto.disable_processing = TRUE) would incorrectly result in empty cells. (#1455)
A issue associated with a lack of HTML formatting within interactive tables has been fixed (#1299, #1370, #1384, #1443). (#1388)
Many user-facing error messages have been enhanced using the latest features from the cli package. (#1337, thanks @olivroy!)
Unit tests can now be successfully run on Linux flavors that don’t have the locale utility (#1214). (#1350, thanks @bastistician!)
If ever the ‘undetermined’ ("und") locale is used, it is automatically mapped to the "en" locale. (#1394)
Many unit tests were added for much increased test coverage and many more were modified to increase the speed of running the test suite. (#1291, #1294, #1298, #1350, #1412)
Added utility functions to extract all examples for regularly building a Quarto website (to do integration testing). (#1344)
The summary_rows() and grand_summary_rows() functions have been rewritten extensively to allow more flexibility in providing aggregation information to fns. The documentation for both functions will walk you through all the new ways you can express your aggregations. The formatting of cells in new summary rows is now easier thanks to the new fmt argument. We can provide a single formatting expression or a number of them in a list. The dedicated documentation section for formatting can walk you through all of this. Furthermore, we now have the option to place summary rows at top or bottom of a group (in summary_rows()) or table (in grand_summary_rows()) with the new side argument (#177, #270, #292, #545, #581, #784, #785, #840). (#1159, #1171)
The data_color() function has been completely overhauled to make it easier to use and also more powerful. It gains a rows argument to better constrain where the colorization should take place. Instead of having to use functions from scales to define the coloring scheme, you can now use the method argument to handle most cases (otherwise, the new fn argument allows for a color-mapping function to be used). The new palette argument allows for flexible input of color palettes. One or more adjacent columns can receive the coloring treatment by way of the new target_columns argument. Coloring can now also be applied in a row-wise fashion by using direction = "row". Despite all of these changes, older code should still work with the revamped function (#116, #633, #637, #1103, #1119). (#1147)
We now have a much improved cols_merge() function! It has gained a rows argument for limiting which body cells get merged together. The pattern argument now has a more advanced syntax. It now has the following delimiters and rules: (1) { } for arranging single column values in a row-wise fashion, and (2) the << >> to surround spans of text that will be removed if any of the contained { } yields a missing value. The new << >> delimiters will help in cases where NA values are present and should be omitted during the merging process (#1167). (#1144, #1168)
The cols_label() function has been improved by allowing formula expressions to be given to .... With two-sided formulas (e.g., <LHS> ~ <RHS>), the left-hand side corresponds to selections of columns and the right-hand side evaluates to single-length values for the label to apply. Named arguments in the format of <column name> = <label> are still also valid as input for simple mappings of column name to label text. Also, there’s a .fn argument, which takes a function to be applied to all provided label values (#1146). (#1255, #1256, #1265)
Interactive HTML tables can now be generated in gt. Options for enabling interactive table rendering are available in tab_options() and also in opt_interactive(). The collection of use_* arguments in opt_interactive() allow for control of pagination, global search, filtering, sorting, and more. The documentation within opt_interactive() demonstrates how to generate HTML tables with interactive elements (#207). (#902, #1252, #1261, #1278, #1280)
A new function, cols_label_with(), has been added for relabeling columns via functions. It allows for such functions to be applied to arbitrary sets of columns, taking advantage of tidyselect. It’s like dplyr::rename_with() for your gt table, but it doesn’t need unique names for labeling (#701). (#1158, thank you @christopherkenny!)
We added fmt_spelled_num() and vec_fmt_spelled_num() so that numeric values could be transformed to spelled out numbers. Any values from 0 to 100 can be spelled out according to a given locale value. For example, the value 23 will be rendered as "twenty-three" if the locale is an English-language one (or, not provided at all); should a Swedish locale be provided (e.g., "sv"), the output will instead be "tjugotre". (#1198)
The fmt_index() and vec_fmt_index() functions were added in so that numeric values could undergo transformation to index values, which are usually based on letters (depending on the locale chosen). For example, the value 5 will be rendered as "E" if the locale is an English-language one. The characters chosen for indexing here are based on character sets intended for ordering (often leaving out characters with diacritical marks). (#1189)
Should body cells contain URLs, the new fmt_url() function can be used to make them navigable links. There are several options provided that control how the links should be styled (conventional underline style or button-like text) (#609). (#1205, #1220, #1221)
To more easily insert graphics into body cells, we have added the fmt_image() function. This allows for one or more images to be placed in the targeted cells. The cells need to contain some reference to an image file, either: (1) complete http/https or local paths to the files; (2) the file names, where a common path can be provided via path; or (3) a fragment of the file name, where the file_pattern argument helps to compose the entire file name and the path argument provides the path information. (#1240)
The new fmt_flag() function helps with inserting a flag icon (or multiple) in body cells. The input cells need to contain 2-letter ISO 3166-1 country codes (e.g., Mauritius with the "MU" country code). This function will parse the targeted body cells insert the appropriate flag icon. Multiple flags can be included per body cell by separating country codes with commas. (#1241, #1244, #1251)
With fmt_bins(), you can format bin or interval syntax (returned from cut()) to a form that presents better in a display table. It’s possible to format the values of the intervals with the fmt argument, and, the separator can be modified with the sep argument. (#1250)
The new fmt_auto() function has been added to automatically apply formatting of various types in a way that best suits the data table provided. For example, the function will attempt to format numbers such that they are condensed to an optimal width, and, currency values can be detected (by currency codes embedded in the column name) and formatted in the correct way (#248). (#1176)
Three text_*() functions were added to better enable transformations of formatted text in various table locations: text_replace(), text_case_when(), and text_case_match(). (#1238)
We can use any of 15 system font stacks available in gt! These are families of themed system fonts that are widely available in different computer systems. Examples include ‘System UI’ (the default font stack), ‘Humanist’, and ‘Neo-Grotesque’. The new helper function system_fonts() can be used to access the various font stack and is useful when specifying font values in the cell_text() function. The opt_table_font() function has been upgraded to include a stack argument (which accepts keywords for the different font stacks). (#1275)
We now have a new family of functions that let you deal with a multitude of gt tables, all at once. You can create a gt_group object with multiple tables via the gt_group() function, or, split a single table into multiple with gt_split(). There are some advantages to having a group of tables bundled together like this. You could apply options that pertain to all tables yet still access the individual tables to give them their own specialized modifications. They all print together at once too! For HTML, each table will be separated by a line break whereas in paginated formats (e.g., RTF, Word, etc.) the tables are separated by page breaks. (#1216, #1219, #1226, #1248, #1249, #1262, #1264)
There is now a choice of which Markdown engine to use for Markdown rendering (in fmt_markdown() and vec_fmt_markdown()) and a default default choice. The markdown package can be chosen instead of commonmark to perform conversions of Markdown to HTML and LaTeX (and it’s now the default). One of many benefits to this change is the parsing of subscripts (using ~x~) and superscripts (using ^x^) (#725). (#1254)
Added the footnote formatting options footnotes.spec_ref and footnotes.spec_ftr in tab_options() and exposed these options further in a new function called opt_footnote_spec(). Specifications for footnote formatting can be produced for the footnote marks that alight to the targeted text within cells from various locations in the table, or, for the footnote marks that appear in the table footer. (#1268, #1271)
The towny dataset was added. It provides a fun, population-based dataset with place names, URLs, coordinate information, and population figures with repetition (values for different census years). (#1184, #1199)
The metro dataset is new. It has 308 rows, where each corresponds to a different Paris Metro station (#1231).
The rx_adsl and rx_addv datasets have been added. These clinical trial toy datasets are both featured in a new vignette that explains how gt can be used for table generation in the Pharma space (#1145, #1200; thank you @alex-lauer!).
Addition of a new vignette (gt Clinical Tables) that uses the rx_adsl and rx_addv datasets. (#1145, #1217, #1224; all contributed by @alex-lauer)
All examples in the documentation were modernized by using the |> instead of the %>%. A lot of explanatory text was improved through rewriting. The ordering of documentation sections was improved. And functions that had very little documentation (like text_transform()) were greatly improved (#1087). (#1166, #1185, #1192)
Several small documentation and housekeeping updates. (#1133, #1134, #1135, #1136, #1190, #1206, #1218, #1242, #1246, #1258, #1260, #1266, #1270, #1276, #1281)
Added a citation file for the package. (#1128, #1277)
The fmt_scientific() and fmt_engineering() (and their vec_fmt_*() analogues) now have a exp_style argument for defining the exponent notation. By default this is "x10n" but other options include using a single letter (e.g., “e”, “E”, etc.), a letter followed by a “1” to signal a minimum digit width of one, or “low-ten” for using a stylized “10” marker. These functions now also have the force_sign_m and force_sign_n arguments for forcing + signs in the mantissa or the exponent. (#1178)
We now have right-to-left (RTL) text handling and gt will automatically set the appropriate alignment for RTL text in HTML output. This is done through detection of RTL script characters. (#697). (#1202)
For any columns that are labeled (i.e., have a label attribute), gt will automatically use those labels as column labels (#656). (#1230)
Tables in the Word output format now have much better Markdown support (#1057, #1067, #1204). (#1142, #1263, #1274)
Added the "double" option for a border style in cell_borders() (#1132). (#1137)
The countrypops dataset was updated with recent (as of January 2023) World Bank data that revises population estimates and brings the final year up to 2021. All examples, tests, and articles using the dataset were also updated. (#1191)
Fixed a conflict between tab_spanner_delim() and cols_label() (#1130). (#1173)
Added a fix for a summary_rows() problem where summary rows that were generated with only a single group would not display the summary rows at all. (#1188)
HTML output tables no longer have contain two <thead> elements they display a header and column labels (#1235). (#1237)
Incorporated a CSS fix for superscripted footnote marks. Prior to the change, footnote marks were never styled within gt tables rendered in Quarto documents. (#1210)
We now remove knitr flags when saving an RTF file through the gtsave() function (#674). (#1153)
Fixed LaTeX rendering of tables using the xelatex engine by removing the unneeded "amsmath" LaTeX package from the default set of LaTeX dependencies. This set is now modifiable through the gt.latex_packages option (#751). (#1279)
Fixed some border-related issues for gt tables published in R Markdown and Quarto documents (#1120). (#1234)
Added the quarto.use_bootstrap and quarto.disable_processing options in tab_options() to control whether Quarto will add Bootstrap classes to a gt table or ignore a gt table. (#1222, #1227)
Fixed the unintended appearance of a bottom border in the column spanner row for some CSS environments. (#1209)
Fixed the SCSS class .gt_footnote_marks to ensure that the footnote mark is at a consistent height from the baseline in different CSS environments. (#1187)
Fixed an error in the SCSS class .gt_footnote where the wrong types of padding were specified. (#1236)
Added frequency levels to cli_abort() warnings throughout package (#1160). (#1169)
The new function sub_values() is here for subbing in arbitrary text in body cells, based on value, a regex, or a specialized function. It’s like a supercharged find-and-replace for your gt table (#703). (#1066)
We want the setting of styles to be as easy as possible so, to that end, we’ve added a helpful new function: tab_style_body(). This function is a bit like sub_values() and a bit like tab_style(). The idea is that basic style attributes can be set based on values in the table body. We can target body cells though value, regex, and custom matching rules, and, apply styles to them and their surrounding context (e.g., styling an entire row or column wherein the match is found). The help file at ?tab_style_body provides copious examples w/ eye catching visuals (#863). (#1108)
The fmt_date(), fmt_time(), and fmt_datetime() functions have been improved so much, I don’t even know where to begin. The fmt_datetime() function has an enhanced format argument that accepts CLDR-style formatting patterns (much more powerful and flexible than the strptime() patterns). The fmt_datetime() function will detect the pattern type given in format. The date_style and time_style arguments still exist but have been extended to accept more style keywords. There is now the concept of flexible date and time formats that are locale-aware (the locale argument is new to these functions). The info_date_style() and info_time_style() functions have been enhanced to give you display tables will all the style possibilities. All of this goodness extends to the vec_fmt_*() variants (vec_fmt_date(), vec_fmt_time(), and vec_fmt_datetime()). The documentation for all of this has been overhauled and provides many explanations and examples for your edification (#531, #1052). (#1053)
We can now have decimal alignment for numeric values and this made possible with the new cols_align_decimal() function. The function ensures that columns targeted are right-aligned, that accounting notation is supported, and that footnote marks don’t interfere (#139, #144, #560, #673). (#1058, #1092; assist by the inimitable @steveputman!)
We can easily add a caption to a gt table (or replace an existing one) with the new and convenient tab_caption() function (#1048). (#1051, thank you @billdenney!)
So you’ve got a gt table and you want a value or two from that table to appear elsewhere in your R Markdown or Quarto document. Previously, you had to recreate it in some way but now you can use extract_cells()! That function will extract a vector of cell data from a gt_tbl object. The output vector will have the cell data formatted in the same way as the table. (#1045, #1047)
The as_raw_html() function is useful for generating an HTML string for table-in-HTML-email situations and for HTML embedding purposes (with that inline_css = TRUE option). While the CSS-inlining has been mostly fine, it had two major problems: (1) it was slow, and (2) the underlying R code was so underpowered that it just couldn’t keep up with changes to our SCSS styles. This is now solved by integrating a package that uses the juice JS library (we call it juicyjuice!). This solution is far more performant and correct (#455, #540, #837, #858, #915, #1093). (#1114)
There’s now padding around an HTML table! And you can even control the left/right (container.padding.x) and top/bottom (container.padding.y) padding values through tab_options()! This is very helpful since tables were way too close to paragraphs of text in rendered HTML documents produced by R Markdown and Quarto (#590, #1105). (#1116)
The table stub can now freely merge with other columns using any of the cols_merge*() collection of functions. This is great if you want to independently format the stub and other columns and then bring them together in interesting ways. (#1122)
We’ve added the ability to treat columns containing row names or group names as Markdown text. This provides the process_md argument in the gt() function. If this option is taken (example below) then the supplied names will be treated to ensure that there are unique IDs for later targeting (for tab_style(), tab_footnote(), etc.) (#694). (#1097)
If you find yourself not knowing the ID values of certain cells in the table (sometimes necessary for adding footnotes, styles, etc.) the new tab_info() function can help! Use that with a gt object and you’ll get an informative table that summarizes all of the table’s ID values and their associated labels (#1102). (#1104)
Much of gt is about adding things to a table but what about doing the opposite (taking things away)? The new family of rm_*() functions (rm_header(), rm_stubhead(), rm_spanners(), rm_footnotes(), rm_source_notes(), and rm_caption()) let us safely remove parts of a gt table. This can be advantageous in those instances where one might obtain a gt table though other means (like from another pkg) but prefer to excise some parts of it (#790, #1005). (#1073)
The table stub column can now have its contents formatted with any of the fmt_*() functions. We also added the stub() helper function to help select the stub column (#747). (#1038)
The new formatter function fmt_roman() lets us easily format numbers to Roman numerals (either as uppercase or lowercase letters). The vec_fmt_roman() vector-formatting function was also introduced here. (#1035)
The data_color() function allows us to color the background of cells based on data, and gt smartly chooses a text color that provides the most contrast between text and background. We wanted to improve that feature so now data_color() has a contrast_algo argument that allows us to choose between two color contrast algorithms: "apca" (Accessible Perceptual Contrast Algorithm; new, and the default now) and "wcag" (Web Content Accessibility Guidelines). (#1062)
The accessibility of structurally-complicated gt tables (i.e., multi-level headings, irregular headers, row groups, etc.) was addressed by work that follows the W3C WAI (Web Accessibility Initiative) guidance. Now, screen readers can better describe gt tables with such complex structures (#926). (#988, thanks @jooyoungseo!)
The docx output format is now better detected in R Markdown and Quarto (#1040). (#1084, thanks @cderv!)
Replaced all match.arg() calls with rlang’s match_arg() for better error output (#672). (#1099, thanks @mojister!)
Project website improvements; we now have a doublet of sites: (1) https://gt.rstudio.com and (2) https://gt.rstudio.com/dev (#1074, thanks @ddsjoberg!)
The dependency on the stringr package has been removed by replacing the remaining stringr-based function calls in the package with base-R equivalents. (#1043)
We can now export gt tables as Word documents. This is thanks to @thebioengineer (Ellis Hughes!) who not only made this type of output work through gtsave() (writes the .docx file) but also through as_word() (gives you an OOXML string) (#121, #929). (#962, #986, #1016)
A whole new family of vector formatting functions (of the form vec_fmt_*()) has entered the package! After all, why should columns have all the formatting fun? If you have vectors in need of formatting, we have 14 of these functions, adapted from their corresponding fmt_*() functions. You can control the output style of the resulting character vector with the output argument. This can either be "auto" (the default), "plain", "html", "latex", "rtf", or "word". In knitr rendering (i.e., Quarto or R Markdown), the "auto" option will choose the correct output value; this is great for incorporating formatted values in inline text. (#899, #995)
It’s now incredibly easy to have colorful and stylish tables thanks to the new opt_stylize() function. We provide you with a carefully curated set of background colors, line colors, and line styles. There are six styles and six color variations, giving you 36 combinations of style and color to choose from (#238). (#987)
The tab_stub_indent() function was added to allow for fine control over row label indentation. (#999, #1002)
The fmt_duration() function is now available for formatting values to time duration values whether those input values are numbers or of the difftime class. It provides a wide array of options so you can get the formatting of time duration values just right (#403). (#916)
Generating PNG files from gt tables using gtsave() is now way better due to the move away from webshot to its sequel package webshot2 (#621, #885). (#985)
A number of accessibility enhancements for HTML table outputs were undertaken to make gt one of the most accessible table packages around (#678, #679, #680). (#977, #978, #979, #981; thank you, @jooyoungseo, for all of this)
Errors and warnings, though we don’t often like to receive them, look much better now since we’ve integrated the cli package into gt! (#963)
We can now supply data from adjacent columns to user-supplied aggregation functions in summary_rows() and grand_summary_rows() (#383, #690, #952). (#1018)
Initial alignments in the table stub are now more intelligently determined in gt() by examining the content of the column (the "rowname_col") that will comprise the stub. If values are predominantly number-like then a right alignment will be chosen, otherwise row labels will be left aligned. (#999)
Enhanced automatic column alignment (set to "auto" by default in the gt() function) by probing the contents of the columns. This ensures that string-based dates/times/datetimes receive a better appearance before formatting. (#997)
gt tables no longer break table numbering in R Markdown and Quarto documents. (#1003, thanks @cscheid!)
The as_latex() documentation was updated to provide guidance on necessary LaTeX dependencies. (#1022, thanks @coatless!)
Fixed a bug where footnote marks would not be rendered in the stub column representing row groups (#1001). (#1014)
Using gtsave() in a Quarto or R Markdown code chunk will no longer generate any output, which is good since we don’t want any (#974). (#1011)
Fixed an issue where footnote marks would not be set directly to cell text generated from fmt_markdown() (#893, #993). (#1013)
All testthat tests have been migrated to the 3rd Edition of testthat. Also, the tests run much faster now. (#959)
RTF output support more suitable for Pharma users: (1) table styling now defaults to a look with far less table borders, which is more common for Pharma-based applications; (2) RTF table generation can make use of the new page-layout options (page.*) added to the tab_options() function (e.g., page.orientation, page.numbering, etc.) (#311, #653). (#927)
The tab_footnote() function now allows for non-location footnote by making the locations argument optional; Any footnotes declared in this way will have their notes precede any location-based notes in the footer area (#879). (#925)
The fmt_partsper() function was added so that we can format values as high-ratio, dimensionless quantities (e.g., "per-mille", "ppm", etc.). These are less common that percentage values but no less important (#608). (#914)
The sub_*() group of functions were added to make simple and common substitutions of data in a gt table with not-too-much effort. The functions added are: sub_missing(), sub_zero(), sub_small_vals(), and sub_large_vals(). The sub_missing() function replaces fmt_missing() (and this deprecates the latter) (#904, #910, #911). (#912)
The tab_spanner() and tab_spanner_delim() functions now support the addition of column spanners with unlimited levels (previously, only a single level of spanner column labels was possible to add) (#746). (#905)
There is now support for the Indian numbering system, making the placement of digit-grouping separators correspond to thousand, lakh, crore, and higher quantities. This is available for several fmt_*() functions (fmt_number(), fmt_integer(), fmt_currency(), fmt_percent(), and fmt_fraction()) and is exposed as the system argument with two options "intl" (international, the default) and "ind" (Indian).
Enhanced the cols_merge_uncert() function such that different lower and upper uncertainty values could be used (by specifying two columns in the col_uncert argument) (#884). (#888)
Honor the locale setting from the initial gt() call when rendering summary rows (#906). (#907)
Fixed an issue where styles that spanned multiple columns and rows in a summary block were not fully rendered (#859). (#924)
Improved LaTeX rendering of certain characters (e.g, \, ~, &, etc.). (#903)
Aggregations with summary_rows() and grand_summary_rows() that might return an NaN (common case is using mean(., na.rm = TRUE) on an all-NA column) now return NA. This removes the evaluation error that would otherwise occur and provides an opportunity to replace the NA with an explanatory replacement string (#471, #827). (#887)
We now have the ability to display row group labels as a column in the stub (as an alternative to these grouping labels appearing as header rows). This is made possible with the new option row_group.as_column in tab_options() (the default keeps the preexisting behavior) (#291). (#855)
The table footer (which can contain footnotes and source notes) now has numerous layout options in tab_options(): footnotes.multiline, footnotes.sep, source_notes.multiline, and source_notes.sep. With the *.multline options, we can control whether notes span across separate lines (TRUE, the default) or are kept together as a paragraph (FALSE). For the latter layout option, we can control the separation between consecutive notes with the *.sep options (the default is " "). The work done here also fixes long-standing issues with footer output in the LaTeX and RTF formats (#593, #833). (#864)
The fmt_fraction() formatter was added, allowing for flexible formatting of numerical values to mixed fractions of configurable accuracy (#402). (#753)
Added the opt_horizontal_padding() and opt_vertical_padding() functions to easily expand or contract an HTML table in the horizontal and vertical directions (#868). (#882)
There is now a locale argument in the gt() function. If set, formatter functions like fmt_number() will automatically use this global locale while formatting. There also remains the the option to override the global locale with any non-NULL value set for locale within a fmt_*() call (#682). (#866)
There is now more flexibility, improved documentation, and more testing/reliability for the date/time formatting functions (fmt_date(), fmt_time(), and fmt_datetime()). Now, Date and POSIXct columns are allowed to be formatted with these functions. With fmt_datetime(), we can even supply a format code for generation of custom dates/times (#612, #775, #800). (#801)
Footnote marks for HTML tables now have an improved appearance. They are slightly larger, set better against the text they follow, and, asterisks are specially handled such that their sizing is consistent with other marks (#511). (#876)
Further improving support for color value inputs, gt now allows shorthand hexadecimal color values (like #333) and the use of the transparent CSS color keyword (#839, #856). (#870)
The rendering of percent signs in HTML output was changed from the problematic HTML entity % to simply %. This solves issues with tables incorrectly rendering percent signs in some situations (#657, #686). (#871)
All values supplied within cells_title() are now checked more rigorously, erroring and providing actionable messaging when stopping does occur (#424). (#783)
Added a missing column entry in the documentation for the gtcars dataset. Thanks, @luisDVA for providing this fix! (#883)
We now have the force_sign argument in several numeric formatting functions (fmt_number(), fmt_integer(), fmt_scientific(), fmt_engineering(), fmt_percent(), fmt_currency(), and fmt_bytes()). This makes it possible to force the appearance of the positive sign for positive values (#773). (#793)
It’s now possible to add padding to the column labels and heading locations in HTML tables with two new arguments added to tab_options(): column_labels.padding and heading.padding. Several options already exist for easily changing the vertical padding of certain locations, so, these additions make it possible to fully alter the padding from top to bottom (without resorting to using CSS) (#770). (#795)
The whitespace argument has been added to cell_text() and this provides many options for making whitespace easier to handle in HTML output tables (#714). (#797)
Fixed LaTeX rendering for tables that have a stub; now data row cells are correctly laid out.
LaTeX output tables now properly render summary rows. In addition, grand summary rows are now rendered in LaTeX outputs (previously, grand summary rows were ignored). This clears the long-standing issue in #625. (#768)
Titles and optional subtitles in LaTeX output tables have an improved appearance, and the underlying code was rewritten to guard against more edge cases that might lead to failing LaTeX output. (#779)
The data argument in the cols_label() and cols_width() functions was renamed to .data to avoid a partial matching issue (raised in #715). (#772)
Fixed a bug where styles may not be applied correctly to summary row cells in HTML output tables (#752). (#782)
Incorporated the full use of X11 color names for styling HTML tables. Now, named colors like gray50 won’t throw an error. Additionally, CSS3 colors that have no equivalent in X11 (like Crimson and RebeccaPurple) will now also just work (#712). (#787)
Fixed a bug that occurs in the following rare circumstance: when using summary_rows() with no stub, a new column is generated internally and given the name rowname; but this can conflict with a column that has the same name, generating duplicate column names and not erroring at that instant (#749). (#792)
The image generation functions local_image() and web_image() are enhanced such that multiple image paths/URLs can now be handled without errors. Thanks, @primaj for the initial work on this in #738. Fixes #510. (#803)
Fixed a bug that occurs when using a font with the cell_text() along with other styles. Fixes #661 and #802. (#805)
Implemented a fix for the situation where tab_style() is used along with cells_summary() as a location and, also, row_group_order() is used to reorder row groups. This resulted in a non-application of the style to the targeted summary cells (#812). (#814)
This release focuses on improvements to two main areas:
gtsave(..., "<file>.rtf") and as_rtf() now has much more feature parity compared to HTML tables; we can now add summary rows, format table text with Markdown via fmt_markdown(), and expect tables that look acceptable in Word and text editors that are RTF-compatible.columns argument in many gt functions) now better adhere to tidyselect semantics.columns = vars(a, b), we now use columns = c(a, b) (columns = c("a", "b") also works, and this type of expression always has been an option in gt).where() to target columns (e.g., gt(exibble) %>% cols_hide(columns = where(is.numeric)) will hide all numeric columns) and negation (e.g., columns = -c(a, b)) function as expected.Column labels subordinate to column spanner labels had their alignment forced to be "center" but now there is no specialized alignment of column labels under spanners. Should you need the old behavior, tab_style() can be used along with cell_text(align = "center") for all columns that live under spanners. (#662)
The automatic alignment of integer values has been changed from "center" to "right". To correct for this, use tab_style() with cell_text(align = "center") for all affected columns. (#662)
As part of the tidyselect changes made in this release, using columns = TRUE (to mean that all columns should be considered) has now been replaced with columns = everything(). Using the former will result in a warning message. (#718)
While vars() is still reexported in gt, its use with the columns argument (present in a large number of functions) is deprecated and a warning message will appear if it is used. In a later release, it can be expected that vars() will no longer be reexported. (#718)
The others_label argument of tab_row_group() is deprecated since it was confusing to use. To specify a default label for row groups, the course of action is now to use tab_options(row_group.default_label = <label>). (#699)
RTF table output via gtsave(..., "<file>.rtf") and as_rtf() should produce more robust tables (allowing use of summary_rows(), fmt_markdown(), etc.). And tables generated as RTF can now take advantage of cols_width() for flexible modifications of column widths. (#638 and #696)
All functions with a columns argument can now take advantage of gt’s full adherence to tidyselect semantics (use columns = c(a, b) or columns = c("a", "b") instead of columns = vars(a, b)). (#718)
New location helper functions have been added to make it possible to style more locations and add footnotes to once inaccessible locations; these are cells_stub_summary(), cells_stub_grand_summary(), cells_footnotes(), and cells_source_notes(). Note that footnotes cannot be declared with the latter two functions. (#737)
The cols_unhide() function has been added as a complement to the cols_hide() function. This is useful when provided the gt_tbl object without the source data and code to recreate it and there are hidden columns that should be made visible. (#710)
The new formatting function fmt_bytes() helps you to transform numerical values to byte sizes with human readable units. (#750)
A new column merging function, cols_merge_n_pct(), works to merge a count column and a percentage column together. This function will automatically hide the col_pct column by default (but that can be changed by setting autohide = FALSE). (#683)
Added the caption argument to gt(). This brings caption support to gt tables in R Markdown and bookdown documents. (#689)
The accounting option is now available in the fmt_percent() and fmt_number() formatting functions (previously it was only present in fmt_currency()). (#756)
In RTF documents generated through as_rtf() and gtsave(..., filename = "<file>.rtf"), there is now a page_numbering option for adding page numbers to either the "footer" or the "header" areas (the default is "none"). (#755)
tab_spanner_delim() gained a split argument to govern whether delimiter splitting should occur at the "first" or "last" instance of delim. For example, if the column name "a.b.c" is present and split = "first" then the spanner column label is "a" and the associated column label will be "b.c"; should split = "last" then the spanner and column will have "a.b" and "c" labels. (#699)
Added id as an argument to tab_spanner() and tab_row_group(), which is useful for later access to these locations (especially when spanner or row group labels are complicated). (#665, #699)
HTML table generation is much faster due to efforts to optimize HTML code generation in the building/rendering phase. (#664)
When getting the HTML text for gt table with as_raw_html(..., inline_css = FALSE), the <style> tag content is no longer omitted. (#718)
Fixed two bugs in tab_row_group(): (1) incorrect reordering of rows (Issue #717), and (2) spurious warnings with multiple calls (Issue #675). (#699)
The tab_spanner_delim() with gather = TRUE did not work reliably (Issue #626) but was fixed along with other work done to overhaul the function. (#665)
Correction made to the representation of the PEN (Peruvian Nuevo Sol) currency. (#663)
Fix for gtsave() when saving an image and specifying a path value. (#592)
The new opt_table_font() function makes it possible to define a custom font for the entire gt table. The standard fallback fonts are still set by default but the font defined here will take precedence. You could still have different fonts in select locations in the table, and for that you would need to use tab_style() in conjunction with the cell_text() helper function. The new google_font() helper function provides an option for supplying a font available at the Google Fonts service (this is in addition to using system fonts in the font argument). Using the info_google_fonts() function will provide a table with a set of helpful font recommendations from the Google Fonts catalog. The new default_fonts() functions provides a helpful vector of system fallback fonts which works well when defining a vector of fonts. (#591)
The new opt_css() function makes allows for the addition of custom CSS to a gt table. This CSS will be added after the compiled CSS that gt generates automatically when the gt_tbl object is transformed to an HTML output table. You can supply css as a vector of lines or as a single string. The css() function has been re-exported from htmltools to make it easier to build CSS style declarations. (Also #591)
Setting the widths of table columns is now easier and more dependable with cols_width(). Widths can be expressed in units of pixels (easily set by use of the px() helper function), as percentages (where the pct() helper function is useful), or a mixture of the two. The function takes into consideration whether an overall table width has been provided with tab_options(table.width = ...). Providing pixel widths for all columns serves to override any table width defined (yielding columns with the exact widths specified). (#561)
There are new options for numeric formatting: (1) using significant figures (with n_sigfig in fmt_number), and (2) the ability to retain/drop trailing decimal marks (with drop_trailing_dec_mark in fmt_number(), fmt_percent(), and fmt_currency()). Thank you @drolejoel for the suggestion in #535! (#546).
The new scale_values argument for fmt_percent() makes it easy to use values that are already scaled (and just require the percent mark). Thank you @djohn215 for the suggestion in #559. (#565)
Font weights expressed as numeric values (e.g., 400, 600, etc.) in cell_text()’s weight argument now works properly. (#591)
The data_color() function has been rewritten to improve performance (#543). (#576)
Restore the ability to have row striping in stub cells (with tab_option()’s row.striping.include_stub = TRUE). Thanks @gergness for creating PR #537, which prompted this final fix. (#564)
summary_rows() and grand_summary_rows() no longer incorrectly calculate summary values in cases where rows aren’t already sorted by group (#556).
Ensure compatibility with tibble 3.0.0. (#557)
Adapt tests to changes in dependent packages. (#575)
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.