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summary(mtcars)

Table

knitr::kable(head(mtcars))
mpg cyl disp hp drat wt qsec vs am gear carb
Mazda RX4 21.0 6 160 110 3.90 2.620 16.46 0 1 4 4
Mazda RX4 Wag 21.0 6 160 110 3.90 2.875 17.02 0 1 4 4
Datsun 710 22.8 4 108 93 3.85 2.320 18.61 1 1 4 1
Hornet 4 Drive 21.4 6 258 110 3.08 3.215 19.44 1 0 3 1
Hornet Sportabout 18.7 8 360 175 3.15 3.440 17.02 0 0 3 2
Valiant 18.1 6 225 105 2.76 3.460 20.22 1 0 3 1

Chart using the categorical brand palette

library("scales")
show_col(org_palette)

show_col(org_pal)

show_col(org_palette_categorical)

show_col(org_palette_extended)

show_col(org_palette_sequential_blueberry)

library(ggplot2)

ggplot(mpg, aes(class, fill = class)) +
  geom_bar() +
  scale_fill_manual(values = org_pal(length(unique(mpg$class)))) +
  theme_minimal(base_family = "sans") +
  labs(title = "Vehicles by Class", x = NULL, y = "Count") +
  theme(legend.position = "none",
        axis.text.x = element_text(angle = 45, hjust = 1))

Session Information

sessionInfo()
## R version 4.6.0 (2026-04-24)
## Platform: x86_64-pc-linux-gnu
## Running under: Ubuntu 24.04.4 LTS
## 
## Matrix products: default
## BLAS:   /usr/lib/x86_64-linux-gnu/openblas-pthread/libblas.so.3 
## LAPACK: /usr/lib/x86_64-linux-gnu/openblas-pthread/libopenblasp-r0.3.26.so;  LAPACK version 3.12.0
## 
## locale:
##  [1] LC_CTYPE=en_US.UTF-8       LC_NUMERIC=C              
##  [3] LC_TIME=en_US.UTF-8        LC_COLLATE=en_US.UTF-8    
##  [5] LC_MONETARY=en_US.UTF-8    LC_MESSAGES=en_US.UTF-8   
##  [7] LC_PAPER=en_US.UTF-8       LC_NAME=C                 
##  [9] LC_ADDRESS=C               LC_TELEPHONE=C            
## [11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C       
## 
## time zone: Australia/Melbourne
## tzcode source: system (glibc)
## 
## attached base packages:
## [1] stats     graphics  grDevices utils     datasets  methods   base     
## 
## other attached packages:
## [1] scales_1.4.0  ggplot2_4.0.3 bslib_0.11.0 
## 
## loaded via a namespace (and not attached):
##  [1] vctrs_0.7.3        cli_3.6.6          knitr_1.51         rlang_1.2.0       
##  [5] xfun_0.57          otel_0.2.0         generics_0.1.4     S7_0.2.2          
##  [9] jsonlite_2.0.0     labeling_0.4.3     glue_1.8.1         htmltools_0.5.9   
## [13] sass_0.4.10        rmarkdown_2.31     grid_4.6.0         tibble_3.3.1      
## [17] evaluate_1.0.5     jquerylib_0.1.4    fastmap_1.2.0      yaml_2.3.12       
## [21] lifecycle_1.0.5    compiler_4.6.0     dplyr_1.2.1        fs_2.1.0          
## [25] RColorBrewer_1.1-3 pkgconfig_2.0.3    farver_2.1.2       digest_0.6.39     
## [29] R6_2.6.1           tidyselect_1.2.1   dichromat_2.0-0.1  curl_7.1.0        
## [33] pillar_1.11.1      magrittr_2.0.5     withr_3.0.2        tools_4.6.0       
## [37] gtable_0.3.6       mime_0.13          cachem_1.1.0

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