Package Version Built
1 abind 1.4-8 4.5.0
2 aRxiv 0.12 4.5.0
3 AsioHeaders 1.30.2-1 4.5.0
4 askpass 1.2.1 4.5.0
5 assertthat 0.2.1 4.5.0
6 attempt 0.3.1 4.5.0
7 backports 1.5.0 4.5.0
8 base64enc 0.1-3 4.5.0
9 BH 1.87.0-1 4.5.0
10 binman 0.1.3 4.5.0
11 bit 4.6.0 4.5.0
12 bit64 4.6.0-1 4.5.0
13 bitops 1.0-9 4.5.0
14 blob 1.2.4 4.5.0
15 brew 1.0-10 4.5.0
16 brio 1.1.5 4.5.0
17 broom 1.0.9 4.5.0
18 bslib 0.9.0 4.5.0
19 cachem 1.1.0 4.5.0
20 callr 3.7.6 4.5.0
21 caTools 1.18.3 4.5.0
22 cellranger 1.1.0 4.5.0
23 chromote 0.5.1 4.5.0
24 classInt 0.4-11 4.5.0
25 cli 3.6.5 4.5.0
26 clipr 0.8.0 4.5.0
27 colorspace 2.1-1 4.5.0
28 cols4all 0.8 4.5.0
29 commonmark 2.0.0 4.5.0
30 config 0.3.2 4.5.0
31 conflicted 1.2.0 4.5.0
32 cpp11 0.5.2 4.5.0
33 crayon 1.5.3 4.5.0
34 credentials 2.0.2 4.5.0
35 crosstalk 1.2.1 4.5.0
36 curl 6.4.0 4.5.0
37 data.table 1.17.8 4.5.0
38 DBI 1.2.3 4.5.0
39 dbplyr 2.5.0 4.5.0
40 desc 1.4.3 4.5.0
41 devtools 2.4.5 4.5.0
42 diffobj 0.3.6 4.5.0
43 digest 0.6.37 4.5.0
44 downlit 0.4.4 4.5.0
45 dplyr 1.1.4 4.5.0
46 dtplyr 1.3.1 4.5.0
47 duckdb 1.3.2 4.5.0
48 e1071 1.7-16 4.5.0
49 ellipsis 0.3.2 4.5.0
50 errorist 0.1.2 4.5.0
51 evaluate 1.0.4 4.5.0
52 fansi 1.0.6 4.5.0
53 farver 2.1.2 4.5.0
54 fastmap 1.2.0 4.5.0
55 fastmatch 1.1-6 4.5.0
56 filelock 1.0.3 4.5.0
57 fontawesome 0.5.3 4.5.0
58 forcats 1.0.0 4.5.0
59 fresh 0.2.1 4.5.0
60 fs 1.6.6 4.5.0
61 gapminder 1.0.1 4.5.0
62 gargle 1.5.2 4.5.0
63 generics 0.1.4 4.5.0
64 geojsonsf 2.0.3 4.5.0
65 geometries 0.2.4 4.5.0
66 geos 0.2.4 4.5.0
67 gert 2.1.5 4.5.0
68 gganimate 1.0.10 4.5.0
69 ggforce 0.5.0 4.5.0
70 ggplot2 3.5.2 4.5.0
71 ggraph 2.2.1 4.5.0
72 ggrepel 0.9.6 4.5.0
73 ggspatial 1.1.9 4.5.0
74 ggthemes 5.1.0 4.5.0
75 gh 1.5.0 4.5.0
76 gifski 1.32.0-2 4.5.0
77 gitcreds 0.1.2 4.5.0
78 glue 1.8.0 4.5.0
79 golem 0.5.1 4.5.0
80 googledrive 2.1.1 4.5.0
81 googlesheets4 1.1.1 4.5.0
82 graphlayouts 1.2.2 4.5.0
83 gridExtra 2.3 4.5.0
84 gtable 0.3.6 4.5.0
85 gutenbergr 0.3.0 4.5.0
86 haven 2.5.5 4.5.0
87 here 1.0.1 4.5.0
88 hexbin 1.28.5 4.5.0
89 highr 0.11 4.5.0
90 hms 1.1.3 4.5.0
91 htmltools 0.5.8.1 4.5.0
92 htmlwidgets 1.6.4 4.5.0
93 httpuv 1.6.16 4.5.0
94 httr 1.4.7 4.5.0
95 httr2 1.2.1 4.5.0
96 ids 1.0.1 4.5.0
97 igraph 2.1.4 4.5.0
98 ini 0.3.1 4.5.0
99 isoband 0.2.7 4.5.0
100 ISOcodes 2025.05.18 4.5.0
101 janeaustenr 1.0.0 4.5.0
102 janitor 2.2.1 4.5.0
103 jpeg 0.1-11 4.5.0
104 jquerylib 0.1.4 4.5.0
105 jsonify 1.2.2 4.5.0
106 jsonlite 2.0.0 4.5.0
107 keyring 1.4.1 4.5.0
108 knitr 1.50 4.5.0
109 labeling 0.4.3 4.5.0
110 later 1.4.2 4.5.0
111 lazyeval 0.2.2 4.5.0
112 leafem 0.2.4 4.5.0
113 leafgl 0.2.2 4.5.0
114 leaflegend 1.2.1 4.5.0
115 leaflet 2.2.2 4.5.0
116 leaflet.providers 2.0.0 4.5.0
117 leafpop 0.1.0 4.5.0
118 leafsync 0.1.0 4.5.0
119 libgeos 3.11.1-3 4.5.0
120 lifecycle 1.0.4 4.5.0
121 lintr 3.2.0 4.5.0
122 logger 0.4.0 4.5.0
123 lpSolve 5.6.23 4.5.0
124 lubridate 1.9.4 4.5.0
125 lwgeom 0.2-14 4.5.0
126 magrittr 2.0.3 4.5.0
127 maps 3.4.3 4.5.0
128 maptiles 0.10.0 4.5.0
129 mapview 2.11.2 4.5.0
130 memoise 2.0.1 4.5.0
131 mime 0.13 4.5.0
132 miniUI 0.1.2 4.5.0
133 modelr 0.1.11 4.5.0
134 modeltools 0.2-24 4.5.0
135 NLP 0.3-2 4.5.0
136 nycflights13 1.0.2 4.5.0
137 openssl 2.3.3 4.5.0
138 palmerpenguins 0.1.1 4.5.0
139 patchwork 1.3.1 4.5.0
140 pillar 1.11.0 4.5.0
141 pkgbuild 1.4.8 4.5.0
142 pkgconfig 2.0.3 4.5.0
143 pkgdown 2.1.3 4.5.0
144 pkgload 1.4.0 4.5.0
145 plotly 4.11.0 4.5.0
146 plyr 1.8.9 4.5.0
147 png 0.1-8 4.5.0
148 polyclip 1.10-7 4.5.0
149 praise 1.0.0 4.5.0
150 prettyunits 1.2.0 4.5.0
151 processx 3.8.6 4.5.0
152 profvis 0.4.0 4.5.0
153 progress 1.2.3 4.5.0
154 promises 1.3.3 4.5.0
155 proxy 0.4-27 4.5.0
156 ps 1.9.1 4.5.0
157 purrr 1.1.0 4.5.0
158 Quandl 2.11.0 4.5.0
159 quanteda 4.3.1 4.5.0
160 quarto 1.5.0 4.5.0
161 R.cache 0.17.0 4.5.0
162 R.methodsS3 1.8.2 4.5.0
163 R.oo 1.27.1 4.5.0
164 R.utils 2.13.0 4.5.0
165 R6 2.6.1 4.5.0
166 ragg 1.4.0 4.5.0
167 rapidjsonr 1.2.0 4.5.0
168 rappdirs 0.3.3 4.5.0
169 raster 3.6-32 4.5.0
170 rcmdcheck 1.4.0 4.5.0
171 RColorBrewer 1.1-3 4.5.0
172 Rcpp 1.1.0 4.5.0
173 RcppArmadillo 14.6.0-1 4.5.0
174 RcppTOML 0.2.3 4.5.0
175 readMDTable 0.3.2 4.5.0
176 readr 2.1.5 4.5.0
177 readxl 1.4.5 4.5.0
178 rematch 2.0.0 4.5.0
179 rematch2 2.1.2 4.5.0
180 remotes 2.5.0 4.5.0
181 renv 1.1.5 4.5.0
182 repr 1.1.7 4.5.0
183 reprex 2.1.1 4.5.0
184 repurrrsive 1.1.0 4.5.0
185 reticulate 1.43.0 4.5.0
186 rex 1.2.1 4.5.0
187 rhub 2.0.1 4.5.0
188 rJava 1.0-11 4.5.0
189 rlang 1.1.6 4.5.0
190 rmarkdown 2.29 4.5.0
191 rnaturalearth 1.1.0 4.5.0
192 rnaturalearthdata 1.0.0 4.5.0
193 rnaturalearthhires 1.0.0.9000 4.5.1
194 rosm 0.3.0 4.5.0
195 roxygen2 7.3.2 4.5.0
196 rpivotTable 0.3.0 4.5.0
197 rprojroot 2.1.0 4.5.0
198 RSelenium 1.7.9 4.5.0
199 rstudioapi 0.17.1 4.5.0
200 rversions 2.1.2 4.5.0
201 rvest 1.0.4 4.5.0
202 s2 1.1.9 4.5.0
203 sass 0.4.10 4.5.0
204 satellite 1.0.5 4.5.0
205 scales 1.4.0 4.5.0
206 searcher 0.0.7 4.5.0
207 selectr 0.4-2 4.5.0
208 semver 0.2.0 4.5.0
209 servr 0.32 4.5.0
210 sessioninfo 1.2.3 4.5.0
211 sf 1.0-21 4.5.0
212 sfheaders 0.4.4 4.5.0
213 shiny 1.11.1 4.5.0
214 shinythemes 1.2.0 4.5.0
215 skimr 2.2.1 4.5.0
216 slam 0.1-55 4.5.0
217 slippymath 0.3.1 4.5.0
218 snakecase 0.11.1 4.5.0
219 SnowballC 0.7.1 4.5.0
220 sourcetools 0.1.7-1 4.5.0
221 sp 2.2-0 4.5.0
222 spacesXYZ 1.6-0 4.5.0
223 spotifyr 2.2.5 4.5.0
224 stars 0.6-8 4.5.0
225 stopwords 2.3 4.5.0
226 stringdist 0.9.15 4.5.0
227 stringi 1.8.7 4.5.0
228 stringr 1.5.1 4.5.0
229 styler 1.10.3 4.5.0
230 svglite 2.2.1 4.5.0
231 sys 3.4.3 4.5.0
232 systemfonts 1.2.3 4.5.0
233 tabulapdf 1.0.5-5 4.5.0
234 terra 1.8-60 4.5.0
235 testthat 3.2.3 4.5.0
236 textdata 0.4.5 4.5.0
237 textshaping 1.0.1 4.5.0
238 thematic 0.1.7 4.5.0
239 tibble 3.3.0 4.5.0
240 tidycensus 1.7.3 4.5.0
241 tidygraph 1.3.1 4.5.0
242 tidyr 1.3.1 4.5.0
243 tidyselect 1.2.1 4.5.0
244 tidytext 0.4.3 4.5.0
245 tidyverse 2.0.0 4.5.0
246 tigris 2.2.1 4.5.0
247 timechange 0.3.0 4.5.0
248 tinytex 0.57 4.5.0
249 tm 0.7-16 4.5.0
250 tmap 4.1 4.5.0
251 tmaptools 3.3 4.5.0
252 tokenizers 0.3.0 4.5.0
253 topicmodels 0.2-17 4.5.0
254 transformr 0.1.5 4.5.0
255 triebeard 0.4.1 4.5.0
256 tweenr 2.0.3 4.5.0
257 tzdb 0.5.0 4.5.0
258 units 0.8-7 4.5.0
259 urlchecker 1.0.1 4.5.0
260 urltools 1.7.3.1 4.5.0
261 usethis 3.1.0 4.5.0
262 usmap 0.8.0 4.5.0
263 usmapdata 0.6.0 4.5.0
264 utf8 1.2.6 4.5.0
265 uuid 1.2-1 4.5.0
266 vctrs 0.6.5 4.5.0
267 viridis 0.6.5 4.5.0
268 viridisLite 0.4.2 4.5.0
269 vroom 1.6.5 4.5.0
270 waldo 0.6.2 4.5.0
271 wdman 0.2.6 4.5.0
272 websocket 1.4.4 4.5.0
273 whisker 0.4.1 4.5.0
274 whoami 1.3.0 4.5.0
275 withr 3.0.2 4.5.0
276 wk 0.9.4 4.5.0
277 wordcloud 2.6 4.5.0
278 xfun 0.52 4.5.0
279 XML 3.99-0.18 4.5.0
280 xml2 1.3.8 4.5.0
281 xmlparsedata 1.0.5 4.5.0
282 xopen 1.0.1 4.5.0
283 xtable 1.8-4 4.5.0
284 xts 0.14.1 4.5.0
285 yaml 2.3.10 4.5.0
286 zip 2.3.3 4.5.0
287 zoo 1.8-14 4.5.0Appendix F — Environment and R Packages
F.1 Environment
This book was built using
- R version R version 4.5.1 (2025-06-13).
- RStudio version ‘2025.05.1 Build 513’
- Quarto: 1.7.30
- OS: Darwin, 24.6.0, Darwin Kernel Version 24.6.0: Mon Jul 14 11:30:51 PDT 2025; root:xnu-11417.140.69~1/RELEASE_ARM64_T8112, AU-macbook.local, arm64, root, rressler, rressler
F.2 R Packages
This book uses the following non-Base R packages as of 2025-08-24.
F.3 Python Environment
python: /Users/rressler/Library/Caches/org.R-project.R/R/reticulate/uv/cache/archive-v0/dzcgb_nGsfHwKUTVCEcZA/bin/python3
libpython: /Users/rressler/Library/Caches/org.R-project.R/R/reticulate/uv/python/cpython-3.11.13-macos-aarch64-none/lib/libpython3.11.dylib
pythonhome: /Users/rressler/Library/Caches/org.R-project.R/R/reticulate/uv/cache/archive-v0/dzcgb_nGsfHwKUTVCEcZA:/Users/rressler/Library/Caches/org.R-project.R/R/reticulate/uv/cache/archive-v0/dzcgb_nGsfHwKUTVCEcZA
virtualenv: /Users/rressler/Library/Caches/org.R-project.R/R/reticulate/uv/cache/archive-v0/dzcgb_nGsfHwKUTVCEcZA/bin/activate_this.py
version: 3.11.13 (main, Jul 11 2025, 22:26:10) [Clang 20.1.4 ]
numpy: /Users/rressler/Library/Caches/org.R-project.R/R/reticulate/uv/cache/archive-v0/dzcgb_nGsfHwKUTVCEcZA/lib/python3.11/site-packages/numpy
numpy_version: 2.3.2
NOTE: Python version was forced by py_require()