njtierney / naniar

Tidy data structures, summaries, and visualisations for missing data
http://naniar.njtierney.com/
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Defining the range of % Miss in gg_miss_var #339

Closed mctrace closed 8 months ago

mctrace commented 8 months ago

I can't seem to find any info on how to define the range of % Miss. Most of the other figures I created have 0-100%, some have a range of 0-30%. The example below seems to have the 100% cut off.

gg_miss_var

njtierney commented 8 months ago

Hi there!

This looks like you are using gg_miss_fct - this function returns a ggplot and ggplot chooses the legend breaks automatically. I often forget exactly how to do this, so a google search of "change range of legend ggplot" helped me get here.

You can change the legend breaks by overwriting the ggplot scale like so:

library(naniar)

# legend doens't go up to 100, stops around 60
gg_miss_fct(
  x = airquality, 
  fct = Month
  )

library(ggplot2)

# force legend to go up to 100
gg_miss_fct(
  x = airquality, 
  fct = Month
  ) + 
  viridis::scale_fill_viridis(
    name = "% Miss",
    limits=c(0, 100), 
    breaks=seq(0,100,by=25)
    )
#> Scale for fill is already present.
#> Adding another scale for fill, which will replace the existing scale.

Created on 2023-12-01 with reprex v2.0.2

Session info ``` r sessioninfo::session_info() #> ─ Session info ─────────────────────────────────────────────────────────────── #> setting value #> version R version 4.3.2 (2023-10-31) #> os macOS Sonoma 14.0 #> system aarch64, darwin20 #> ui X11 #> language (EN) #> collate en_US.UTF-8 #> ctype en_US.UTF-8 #> tz Australia/Hobart #> date 2023-12-01 #> pandoc 3.1.1 @ /Applications/RStudio.app/Contents/Resources/app/quarto/bin/tools/ (via rmarkdown) #> #> ─ Packages ─────────────────────────────────────────────────────────────────── #> package * version date (UTC) lib source #> cli 3.6.1 2023-03-23 [1] CRAN (R 4.3.0) #> colorspace 2.1-0 2023-01-23 [1] CRAN (R 4.3.0) #> curl 5.1.0 2023-10-02 [1] CRAN (R 4.3.1) #> digest 0.6.33 2023-07-07 [1] CRAN (R 4.3.0) #> dplyr 1.1.3 2023-09-03 [1] CRAN (R 4.3.0) #> evaluate 0.23 2023-11-01 [1] CRAN (R 4.3.1) #> fansi 1.0.5 2023-10-08 [1] CRAN (R 4.3.1) #> farver 2.1.1 2022-07-06 [1] CRAN (R 4.3.0) #> fastmap 1.1.1 2023-02-24 [1] CRAN (R 4.3.0) #> fs 1.6.3 2023-07-20 [1] CRAN (R 4.3.0) #> generics 0.1.3 2022-07-05 [1] CRAN (R 4.3.0) #> ggplot2 * 3.4.4 2023-10-12 [1] CRAN (R 4.3.1) #> glue 1.6.2 2022-02-24 [1] CRAN (R 4.3.0) #> gridExtra 2.3 2017-09-09 [1] CRAN (R 4.3.0) #> gtable 0.3.4 2023-08-21 [1] CRAN (R 4.3.0) #> highr 0.10 2022-12-22 [1] CRAN (R 4.3.0) #> htmltools 0.5.7 2023-11-03 [1] CRAN (R 4.3.1) #> knitr 1.45 2023-10-30 [1] CRAN (R 4.3.1) #> labeling 0.4.3 2023-08-29 [1] CRAN (R 4.3.0) #> lifecycle 1.0.3 2022-10-07 [1] CRAN (R 4.3.0) #> magrittr 2.0.3 2022-03-30 [1] CRAN (R 4.3.0) #> munsell 0.5.0 2018-06-12 [1] CRAN (R 4.3.0) #> naniar * 1.0.0.9000 2023-05-03 [1] local #> pillar 1.9.0 2023-03-22 [1] CRAN (R 4.3.0) #> pkgconfig 2.0.3 2019-09-22 [1] CRAN (R 4.3.0) #> purrr 1.0.2 2023-08-10 [1] CRAN (R 4.3.0) #> R.cache 0.16.0 2022-07-21 [1] CRAN (R 4.3.0) #> R.methodsS3 1.8.2 2022-06-13 [1] CRAN (R 4.3.0) #> R.oo 1.25.0 2022-06-12 [1] CRAN (R 4.3.0) #> R.utils 2.12.2 2022-11-11 [1] CRAN (R 4.3.0) #> R6 2.5.1 2021-08-19 [1] CRAN (R 4.3.0) #> reprex 2.0.2 2022-08-17 [1] CRAN (R 4.3.0) #> rlang 1.1.1 2023-04-28 [1] CRAN (R 4.3.0) #> rmarkdown 2.25 2023-09-18 [1] CRAN (R 4.3.1) #> rstudioapi 0.15.0 2023-07-07 [1] CRAN (R 4.3.0) #> scales 1.2.1 2022-08-20 [1] CRAN (R 4.3.0) #> sessioninfo 1.2.2 2021-12-06 [1] CRAN (R 4.3.0) #> styler 1.9.1 2023-03-04 [1] CRAN (R 4.3.0) #> tibble 3.2.1 2023-03-20 [1] CRAN (R 4.3.0) #> tidyr 1.3.0 2023-01-24 [1] CRAN (R 4.3.0) #> tidyselect 1.2.0 2022-10-10 [1] CRAN (R 4.3.0) #> utf8 1.2.4 2023-10-22 [1] CRAN (R 4.3.1) #> vctrs 0.6.4 2023-10-12 [1] CRAN (R 4.3.1) #> viridis 0.6.4 2023-07-22 [1] CRAN (R 4.3.0) #> viridisLite 0.4.2 2023-05-02 [1] CRAN (R 4.3.0) #> visdat 0.6.0 2023-02-02 [1] CRAN (R 4.3.0) #> withr 2.5.2 2023-10-30 [1] CRAN (R 4.3.1) #> xfun 0.41 2023-11-01 [1] CRAN (R 4.3.1) #> xml2 1.3.5 2023-07-06 [1] CRAN (R 4.3.0) #> yaml 2.3.7 2023-01-23 [1] CRAN (R 4.3.0) #> #> [1] /Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/library #> #> ────────────────────────────────────────────────────────────────────────────── ```

Let me know if that works for you!