ggplot2: boxplot with facet_grid and free scale

问题

I am trying to have free scales on a Boxplot image with faceting.

Using this example dataset, if I try this:

ggplot(data=mpg) +
geom_boxplot(aes(x=cty, y=model))+
facet_grid(manufacturer ~ drv, scales = "free", space = "free")

Plot incorrect boxplot http://dl.dropbox.com/u/9788680/plot1.png

Here, the free scales are implemented exactly as I would like, with the different scales for the y-axis depending on the number of available factors for a horizontal facet rule. The boxplots are however not correctly depicted (i.e. as solid lines instead of boxplots). When searching for a solution, I found that I should use coord_flip() in order to make the boxplot be depicted correctly, i.e.

ggplot(data=mpg) +
geom_boxplot(aes(x=model,y=cty))+
facet_grid(manufacturer ~ drv, scales = "free", space = "free")+
coord_flip()

Plot correct boxplot, but no scaling http://dl.dropbox.com/u/9788680/plot2.png

In above picture, the boxplots are now correct. However, the free scale for the factors (so on the y-axis) are removed. Now, for each horizontal facet line, ALL the available factors across the dataset are now included, instead of only the factors available for each facet (as in Figure 1).

I would like to know how I can get the correct facetting with a free scale on both axes, correctly depicting the boxplot.

If somebody could point me in the right direction, I would be grateful.

Thanks.

回答1:

The desired behavior is supported at least as of ggplot2 2.2.1.

library(ggplot2)
ggplot(data=mpg[which(mpg$manufacturer %in% c('audi', 'hyundai', 'jeep')),]) +
  geom_boxplot(aes(x=model,y=cty)) +
  facet_grid(manufacturer ~ drv, scales = "free", space = "free") +
  coord_flip()

sessionInfo()
#> R version 3.3.2 (2016-10-31)
#> Platform: x86_64-apple-darwin13.4.0 (64-bit)
#> Running under: OS X El Capitan 10.11.6
#> 
#> locale:
#> [1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8
#> 
#> attached base packages:
#> [1] stats     graphics  grDevices utils     datasets  methods   base     
#> 
#> other attached packages:
#> [1] ggplot2_2.2.1
#> 
#> loaded via a namespace (and not attached):
#>  [1] Rcpp_0.12.11         digest_0.6.12        rprojroot_1.2       
#>  [4] plyr_1.8.4           grid_3.3.2           gtable_0.2.0        
#>  [7] backports_1.0.5      magrittr_1.5         evaluate_0.10.1     
#> [10] scales_0.4.1.9002    rlang_0.1.1.9000     stringi_1.1.5       
#> [13] reshape2_1.4.2       lazyeval_0.2.0       rmarkdown_1.6.0.9001
#> [16] labeling_0.3         tools_3.3.2          stringr_1.2.0       
#> [19] munsell_0.4.3        yaml_2.1.14          colorspace_1.3-2    
#> [22] htmltools_0.3.6      knitr_1.16           tibble_1.3.3

回答2:

I noticed yesterday independently that horizontal bxoplots shows as lines - I am not sure yet if it is a bug, or a feature, or it it ca be changed

in your case, I did this

library(ggplot2)
ggplot(data=mpg) +
  geom_boxplot(aes(y=cty, x=model,fill=model))+
  facet_grid(manufacturer~drv, scales = "free", space = "free")+theme(axis.text.x=element_text(angle=90),legend.position="none")

just reversed x and y, and also the facets=_grid call, added some color and rotated x labels - I think this is what you want just flipped

来源：https://stackoverflow.com/questions/10735539/ggplot2-boxplot-with-facet-grid-and-free-scale

标签

ggplot2

boxplot