Technical notes

The entire book was written in R Markdown, using the bookdown, rmarkdown, and knitr packages. All figures were made with ggplot2, with the help of add-on packages cowplot, egg, ggforce, ggrepel, ggridges, sf, and treemapify. Color manipulations were done with the colorspace and colorblindr packages. For many of these packages, the current development version is required to compile all parts of the book.

The source code for the book is available here: https://github.com/clauswilke/dataviz. The book also requires a supporting R package, dviz.supp, whose code is available here: https://github.com/clauswilke/dviz.supp.

The book was last compiled using the following environment:

## R version 3.5.0 (2018-04-23)
## Platform: x86_64-apple-darwin15.6.0 (64-bit)
## Running under: macOS Sierra 10.12.6
## 
## Matrix products: default
## BLAS: /Library/Frameworks/R.framework/Versions/3.5/Resources/lib/libRblas.0.dylib
## LAPACK: /Library/Frameworks/R.framework/Versions/3.5/Resources/lib/libRlapack.dylib
## 
## 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] nycflights13_1.0.0   gapminder_0.3.0      RColorBrewer_1.1-2  
##  [4] gganimate_1.0.0.9000 ungeviz_0.1.0        emmeans_1.3.1       
##  [7] mgcv_1.8-24          nlme_3.1-137         broom_0.5.1         
## [10] tidybayes_1.0.3      maps_3.3.0           statebins_2.0.0     
## [13] sf_0.7-1             maptools_0.9-4       sp_1.3-1            
## [16] rgeos_0.3-28         ggspatial_1.0.3      geofacet_0.1.9      
## [19] plot3D_1.1.1         magick_1.9           hexbin_1.27.2       
## [22] treemapify_2.5.0     gridExtra_2.3        ggmap_2.7.904       
## [25] ggthemes_4.0.1       ggridges_0.5.1.9000  ggrepel_0.8.0       
## [28] ggforce_0.1.1        patchwork_0.0.1      lubridate_1.7.4     
## [31] forcats_0.3.0        stringr_1.3.1        purrr_0.2.5         
## [34] readr_1.1.1          tidyr_0.8.2          tibble_2.0.1        
## [37] tidyverse_1.2.1      dviz.supp_0.1.0      dplyr_0.8.0.9000    
## [40] colorblindr_0.1.0    ggplot2_3.1.0        colorspace_1.4-0    
## [43] cowplot_0.9.99      
## 
## loaded via a namespace (and not attached):
##  [1] rjson_0.2.20              deldir_0.1-15            
##  [3] class_7.3-14              rprojroot_1.3-2          
##  [5] estimability_1.3          ggstance_0.3.1           
##  [7] rstudioapi_0.7            farver_1.0.0.9999        
##  [9] ggfittext_0.6.0           svUnit_0.7-12            
## [11] mvtnorm_1.0-8             xml2_1.2.0               
## [13] knitr_1.20                polyclip_1.9-1           
## [15] jsonlite_1.5              png_0.1-7                
## [17] compiler_3.5.0            httr_1.3.1               
## [19] backports_1.1.2           assertthat_0.2.0         
## [21] Matrix_1.2-14             lazyeval_0.2.1           
## [23] cli_1.0.1.9000            tweenr_1.0.1             
## [25] prettyunits_1.0.2         htmltools_0.3.6          
## [27] tools_3.5.0               misc3d_0.8-4             
## [29] coda_0.19-2               gtable_0.2.0             
## [31] glue_1.3.0                Rcpp_1.0.0               
## [33] cellranger_1.1.0          imguR_1.0.3              
## [35] xfun_0.3                  strapgod_0.0.0.9000      
## [37] rvest_0.3.2               MASS_7.3-50              
## [39] scales_1.0.0              hms_0.4.2                
## [41] yaml_2.2.0                stringi_1.2.4            
## [43] e1071_1.7-0               spData_0.2.9.4           
## [45] RgoogleMaps_1.4.3         rlang_0.3.1              
## [47] pkgconfig_2.0.2           bitops_1.0-6             
## [49] geogrid_0.1.1             evaluate_0.11            
## [51] lattice_0.20-35           tidyselect_0.2.5         
## [53] plyr_1.8.4                magrittr_1.5             
## [55] bookdown_0.7              R6_2.3.0                 
## [57] generics_0.0.2            DBI_1.0.0                
## [59] pillar_1.3.1              haven_1.1.2              
## [61] foreign_0.8-71            withr_2.1.2.9000         
## [63] units_0.6-1               modelr_0.1.2             
## [65] crayon_1.3.4              arrayhelpers_1.0-20160527
## [67] rmarkdown_1.10            progress_1.2.0.9000      
## [69] jpeg_0.1-8                rnaturalearth_0.1.0      
## [71] grid_3.5.0                readxl_1.1.0             
## [73] digest_0.6.18             classInt_0.2-3           
## [75] xtable_1.8-3              munsell_0.5.0            
## [77] concaveman_1.0.0