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_1.0.3 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_0.7-3 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_0.2.1 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_0.8.0.1
## [40] colorblindr_0.1.0 ggplot2_3.1.1 colorspace_1.4-1
## [43] cowplot_0.9.99
##
## loaded via a namespace (and not attached):
## [1] rjson_0.2.20 class_7.3-14
## [3] rprojroot_1.3-2 estimability_1.3
## [5] ggstance_0.3.1 rstudioapi_0.7
## [7] farver_1.0.0.9999 ggfittext_0.6.0
## [9] svUnit_0.7-12 mvtnorm_1.0-8
## [11] xml2_1.2.0 knitr_1.20
## [13] polyclip_1.9-1 jsonlite_1.5
## [15] png_0.1-7 compiler_3.5.0
## [17] httr_1.3.1 backports_1.1.2
## [19] assertthat_0.2.0 Matrix_1.2-14
## [21] lazyeval_0.2.1 cli_1.0.1.9000
## [23] tweenr_1.0.1 prettyunits_1.0.2
## [25] htmltools_0.3.6 tools_3.5.0
## [27] misc3d_0.8-4 coda_0.19-2
## [29] gtable_0.2.0 glue_1.3.0
## [31] Rcpp_1.0.0 cellranger_1.1.0
## [33] imguR_1.0.3 xfun_0.3
## [35] strapgod_0.0.0.9000 rvest_0.3.2
## [37] MASS_7.3-50 scales_1.0.0
## [39] hms_0.4.2 yaml_2.2.0
## [41] stringi_1.2.4 e1071_1.7-0
## [43] spData_0.2.9.4 RgoogleMaps_1.4.3
## [45] rlang_0.3.1 pkgconfig_2.0.2
## [47] bitops_1.0-6 geogrid_0.1.1
## [49] evaluate_0.11 lattice_0.20-35
## [51] tidyselect_0.2.5 plyr_1.8.4
## [53] magrittr_1.5 bookdown_0.7
## [55] R6_2.3.0 generics_0.0.2
## [57] DBI_1.0.0 pillar_1.3.1
## [59] haven_1.1.2 foreign_0.8-71
## [61] withr_2.1.2.9000 units_0.6-1
## [63] modelr_0.1.2 crayon_1.3.4
## [65] arrayhelpers_1.0-20160527 rmarkdown_1.10
## [67] progress_1.2.0.9000 jpeg_0.1-8
## [69] rnaturalearth_0.1.0 grid_3.5.0
## [71] readxl_1.1.0 digest_0.6.18
## [73] classInt_0.2-3 xtable_1.8-3
## [75] munsell_0.5.0