Add alt-text functionality #4482

thomasp85 · 2021-05-19T09:29:13Z

As discussed, this provides a get_alt_text() function that will either pull a string from labels$alt or synthesise a description based on the content of the plot.

@hadley LMK if you don't have time to look at this before the release

R/labels.r

tests/testthat/test-labels.r

thomasp85 · 2021-05-20T09:28:43Z

library(ggplot2)
p <- ggplot(mpg, aes(displ, hwy)) +
  geom_point()

get_alt_text(p)
#> [1] "A plot showing displ on the x-axis and hwy on the y-axis using a point layer"

p <- p + ggtitle("The relationship between displacement and yield in cars")
get_alt_text(p)
#> [1] "The relationship between displacement and yield in cars. A plot showing displ on the x-axis and hwy on the y-axis using a point layer"

# It will use scale information if available
p <- p + scale_x_continuous("highway miles per gallon")
get_alt_text(p)
#> [1] "The relationship between displacement and yield in cars. A plot showing highway miles per gallon on a continuous x-axis and hwy on the y-axis using a point layer"

# Add a short description of the main conclusion of the plot
p <- p + labs(alt_insight = "The higher the yield, the lower the displacement")
get_alt_text(p)
#> [1] "The relationship between displacement and yield in cars. A plot showing highway miles per gallon on a continuous x-axis and hwy on the y-axis using a point layer. The higher the yield, the lower the displacement"

# A user provided alt text takes precedence
p <- p + labs(
  alt = paste("A scatterplot showing the negative correlation between engine",
              "displacement as a function of highway miles per gallon")
)

get_alt_text(p)
#> [1] "A scatterplot showing the negative correlation between engine displacement as a function of highway miles per gallon"

^{Created on 2021-05-20 by the reprex package (v2.0.0)}

hadley

I think this is probably worth a short bullet, mentioning the new labels and that we're working on tooling to automatically expose in Rmd.

cpsievert · 2021-05-20T14:27:47Z

R/labels.r

+  UseMethod("get_alt_text")
+}
+#' @export
+get_alt_text.ggplot <- function(p, ...) {


Could we also get a method for the ggplot_build class? This would make the implementation for shiny::renderPlot() slightly easier (and more efficient), and might be useful in other situations

Better yet, would it be sensible for ggplot_build() to call this function and tack it onto the result?

…and allow retrival from both ggplot_built and gtable object

NEWS.md

R/labels.r

Co-authored-by: Hadley Wickham <h.wickham@gmail.com>

thomasp85 · 2021-06-01T08:55:35Z

/document

jooyoungseo · 2022-04-01T04:08:16Z

Sorry for asking here, but as an actual screen reader user myself, I was wondering if there would be any way for me to use alt argument in conjunction with BrailleR::VI() function. Say for example, in the following ggplot, what's the best way to pass BrailleR::VI(g) result to the plot alt text?

library(ggplot2)
library(BrailleR)
#> The BrailleR.View,  option is set to FALSE.
#> 
#> Attaching package: 'BrailleR'
#> The following objects are masked from 'package:graphics':
#> 
#>     boxplot, hist
#> The following object is masked from 'package:utils':
#> 
#>     history
#> The following objects are masked from 'package:base':
#> 
#>     grep, gsub

ggplot(mpg, aes(class)) +
  geom_bar() +
  labs(alt = VI(.))
#> Error in VI(.): object '.' not found

^{Created on 2022-03-31 by the reprex package (v2.0.1)}

Session info

sessioninfo::session_info()
#> - Session info ---------------------------------------------------------------
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#> ------------------------------------------------------------------------------

hadley · 2022-04-01T12:30:47Z

@jooyoungseo you mean to have BrailleR generate the alt text?

jooyoungseo · 2022-04-01T18:15:19Z

@hadley, yeah, I can add the alt text as a post process like below; however, I was wondering if there would be any way I could achieve this in the middle of plotting using dot symbol like {dplyr} piping process (e.g., ... + labs(alt = BrailleR::VI(.)$text)). Currently, I have to save the g first and add the alt later.

library(BrailleR)
#> The BrailleR.View,  option is set to FALSE.
#> 
#> Attaching package: 'BrailleR'
#> The following objects are masked from 'package:graphics':
#> 
#>     boxplot, hist
#> The following object is masked from 'package:utils':
#> 
#>     history
#> The following objects are masked from 'package:base':
#> 
#>     grep, gsub
library(tidyverse)

g <- ggplot(mpg, aes(class)) + geom_bar()

g + labs(alt = VI(g)$text)

#> This is an untitled chart with no subtitle or caption.
#> It has x-axis 'class' with labels 2seater, compact, midsize, minivan, pickup, subcompact and suv.
#> It has y-axis 'count' with labels 0, 20, 40 and 60.
#> The chart is a bar chart with 7 vertical bars.
#> Bar 1 is centered horizontally at 2seater, and spans vertically from 0 to 5.
#> Bar 2 is centered horizontally at compact, and spans vertically from 0 to 47.
#> Bar 3 is centered horizontally at midsize, and spans vertically from 0 to 41.
#> Bar 4 is centered horizontally at minivan, and spans vertically from 0 to 11.
#> Bar 5 is centered horizontally at pickup, and spans vertically from 0 to 33.
#> Bar 6 is centered horizontally at subcompact, and spans vertically from 0 to 35.
#> Bar 7 is centered horizontally at suv, and spans vertically from 0 to 62.

^{Created on 2022-04-01 by the reprex package (v2.0.1)}

Session info

sessioninfo::session_info()
#> - Session info ---------------------------------------------------------------
#>  setting  value
#>  version  R version 4.1.3 (2022-03-10)
#>  os       Windows 10 x64 (build 19044)
#>  system   x86_64, mingw32
#>  ui       RTerm
#>  language (EN)
#>  collate  English_United States.1252
#>  ctype    English_United States.1252
#>  tz       America/Chicago
#>  date     2022-04-01
#>  pandoc   2.17.1.1 @ C:/PROGRA~3/CHOCOL~1/bin/ (via rmarkdown)
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#> ------------------------------------------------------------------------------

hadley · 2022-04-01T19:50:31Z

Would you mind filing an issue for this? We might be able to make the alt label take a function (but I'm not sure if we can figure out how to call it at the right time)

Add alt-text functionality

c3e28e6

thomasp85 requested a review from hadley May 19, 2021 09:29

thomasp85 added this to the ggplot2 3.3.4 milestone May 19, 2021

hadley reviewed May 19, 2021

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thomasp85 added 2 commits May 19, 2021 14:04

use early return

71af0d4

Update alt synthesis

029d0c9

thomasp85 requested a review from hadley May 20, 2021 09:25

hadley mentioned this pull request May 20, 2021

Use upcoming ggplot2 alt label rstudio/shiny#3397

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hadley approved these changes May 20, 2021

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cpsievert reviewed May 20, 2021

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cpsievert mentioned this pull request May 20, 2021

Use ggplot2::get_alt_text() if available to provide better default alt text rstudio/shiny#3398

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Remove alt-text generation for now. Store alt text throughout render …

67d3b1d

…and allow retrival from both ggplot_built and gtable object

thomasp85 requested a review from hadley May 26, 2021 07:18

hadley approved these changes May 26, 2021

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thomasp85 and others added 2 commits June 1, 2021 10:53

Update R/labels.r

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Co-authored-by: Hadley Wickham <h.wickham@gmail.com>

Update NEWS.md

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Document

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thomasp85 merged commit 8415be8 into v3.3.4-rc Jun 7, 2021

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Add alt-text functionality #4482

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Add alt-text functionality #4482

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