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 available 1.1.0 4.5.0
8 backports 1.5.0 4.5.0
9 base64enc 0.1-3 4.5.0
10 BH 1.87.0-1 4.5.0
11 binman 0.1.3 4.5.0
12 bit 4.6.0 4.5.0
13 bit64 4.6.0-1 4.5.0
14 bitops 1.0-9 4.5.0
15 blob 1.2.4 4.5.0
16 brew 1.0-10 4.5.0
17 brio 1.1.5 4.5.0
18 broom 1.0.9 4.5.0
19 bslib 0.9.0 4.5.0
20 cachem 1.1.0 4.5.0
21 callr 3.7.6 4.5.0
22 caTools 1.18.3 4.5.0
23 cellranger 1.1.0 4.5.0
24 chromote 0.5.1 4.5.0
25 classInt 0.4-11 4.5.0
26 cli 3.6.5 4.5.0
27 clipr 0.8.0 4.5.0
28 clisymbols 1.2.0 4.5.0
29 colorspace 2.1-1 4.5.0
30 cols4all 0.8 4.5.0
31 commonmark 2.0.0 4.5.0
32 config 0.3.2 4.5.0
33 conflicted 1.2.0 4.5.0
34 cpp11 0.5.2 4.5.0
35 crayon 1.5.3 4.5.0
36 credentials 2.0.2 4.5.0
37 crosstalk 1.2.1 4.5.0
38 curl 6.4.0 4.5.0
39 data.table 1.17.8 4.5.0
40 DBI 1.2.3 4.5.0
41 dbplyr 2.5.0 4.5.0
42 desc 1.4.3 4.5.0
43 devtools 2.4.5 4.5.0
44 diffobj 0.3.6 4.5.0
45 digest 0.6.37 4.5.0
46 downlit 0.4.4 4.5.0
47 dplyr 1.1.4 4.5.0
48 DT 0.33 4.5.0
49 dtplyr 1.3.1 4.5.0
50 duckdb 1.3.2 4.5.0
51 e1071 1.7-16 4.5.0
52 ellipsis 0.3.2 4.5.0
53 errorist 0.1.2 4.5.0
54 evaluate 1.0.4 4.5.0
55 fansi 1.0.6 4.5.0
56 farver 2.1.2 4.5.0
57 fastmap 1.2.0 4.5.0
58 fastmatch 1.1-6 4.5.0
59 filelock 1.0.3 4.5.0
60 fontawesome 0.5.3 4.5.0
61 forcats 1.0.0 4.5.0
62 fresh 0.2.1 4.5.0
63 fs 1.6.6 4.5.0
64 future 1.67.0 4.5.0
65 future.apply 1.20.0 4.5.0
66 gapminder 1.0.1 4.5.0
67 gargle 1.5.2 4.5.0
68 generics 0.1.4 4.5.0
69 geojsonsf 2.0.3 4.5.0
70 geometries 0.2.4 4.5.0
71 geos 0.2.4 4.5.0
72 gert 2.1.5 4.5.0
73 gganimate 1.0.10 4.5.0
74 ggforce 0.5.0 4.5.0
75 ggplot2 3.5.2 4.5.0
76 ggraph 2.2.1 4.5.0
77 ggrepel 0.9.6 4.5.0
78 ggspatial 1.1.9 4.5.0
79 ggthemes 5.1.0 4.5.0
80 gh 1.5.0 4.5.0
81 gifski 1.32.0-2 4.5.0
82 gitcreds 0.1.2 4.5.0
83 globals 0.18.0 4.5.0
84 glue 1.8.0 4.5.0
85 golem 0.5.1 4.5.0
86 googledrive 2.1.1 4.5.0
87 googlesheets4 1.1.1 4.5.0
88 graphlayouts 1.2.2 4.5.0
89 gridExtra 2.3 4.5.0
90 gtable 0.3.6 4.5.0
91 gutenbergr 0.3.0 4.5.0
92 haven 2.5.5 4.5.0
93 here 1.0.1 4.5.0
94 hexbin 1.28.5 4.5.0
95 highr 0.11 4.5.0
96 hms 1.1.3 4.5.0
97 htmltools 0.5.8.1 4.5.0
98 htmlwidgets 1.6.4 4.5.0
99 httpuv 1.6.16 4.5.0
100 httr 1.4.7 4.5.0
101 httr2 1.2.1 4.5.0
102 ids 1.0.1 4.5.0
103 igraph 2.1.4 4.5.0
104 ini 0.3.1 4.5.0
105 isoband 0.2.7 4.5.0
106 ISOcodes 2025.05.18 4.5.0
107 janeaustenr 1.0.0 4.5.0
108 janitor 2.2.1 4.5.0
109 jose 1.2.1 4.5.0
110 jpeg 0.1-11 4.5.0
111 jquerylib 0.1.4 4.5.0
112 jsonify 1.2.2 4.5.0
113 jsonlite 2.0.0 4.5.0
114 keyring 1.4.1 4.5.0
115 knitr 1.50 4.5.0
116 labeling 0.4.3 4.5.0
117 later 1.4.2 4.5.0
118 lazyeval 0.2.2 4.5.0
119 leafem 0.2.4 4.5.0
120 leafgl 0.2.2 4.5.0
121 leaflegend 1.2.1 4.5.0
122 leaflet 2.2.2 4.5.0
123 leaflet.providers 2.0.0 4.5.0
124 leafpop 0.1.0 4.5.0
125 leafsync 0.1.0 4.5.0
126 libgeos 3.11.1-3 4.5.0
127 lifecycle 1.0.4 4.5.0
128 lintr 3.2.0 4.5.0
129 listenv 0.9.1 4.5.0
130 logger 0.4.0 4.5.0
131 lpSolve 5.6.23 4.5.0
132 lubridate 1.9.4 4.5.0
133 lwgeom 0.2-14 4.5.0
134 magick 2.8.7 4.5.0
135 magrittr 2.0.3 4.5.0
136 maps 3.4.3 4.5.0
137 maptiles 0.10.0 4.5.0
138 mapview 2.11.2 4.5.0
139 memoise 2.0.1 4.5.0
140 mime 0.13 4.5.0
141 miniUI 0.1.2 4.5.0
142 modelr 0.1.11 4.5.0
143 modeltools 0.2-24 4.5.0
144 NasdaqDataLink 1.0.0 4.5.0
145 netstat 0.1.2 4.5.0
146 NLP 0.3-2 4.5.0
147 nycflights13 1.0.2 4.5.0
148 openssl 2.3.3 4.5.0
149 packrat 0.9.3 4.5.0
150 palmerpenguins 0.1.1 4.5.0
151 parallelly 1.45.1 4.5.0
152 patchwork 1.3.1 4.5.0
153 PDE 1.4.10 4.5.0
154 pillar 1.11.0 4.5.0
155 pkgbuild 1.4.8 4.5.0
156 pkgconfig 2.0.3 4.5.0
157 pkgdown 2.1.3 4.5.0
158 pkgload 1.4.0 4.5.0
159 PKI 0.1-15 4.5.0
160 plotly 4.11.0 4.5.0
161 plyr 1.8.9 4.5.0
162 png 0.1-8 4.5.0
163 polite 0.1.3 4.5.0
164 polyclip 1.10-7 4.5.0
165 praise 1.0.0 4.5.0
166 prettyunits 1.2.0 4.5.0
167 processx 3.8.6 4.5.0
168 profvis 0.4.0 4.5.0
169 progress 1.2.3 4.5.0
170 promises 1.3.3 4.5.0
171 proxy 0.4-27 4.5.0
172 ps 1.9.1 4.5.0
173 purrr 1.1.0 4.5.0
174 Quandl 2.11.0 4.5.0
175 quanteda 4.3.1 4.5.0
176 quarto 1.5.0 4.5.0
177 R.cache 0.17.0 4.5.0
178 R.methodsS3 1.8.2 4.5.0
179 R.oo 1.27.1 4.5.0
180 R.utils 2.13.0 4.5.0
181 R6 2.6.1 4.5.0
182 ragg 1.4.0 4.5.0
183 rapidjsonr 1.2.0 4.5.0
184 rappdirs 0.3.3 4.5.0
185 raster 3.6-32 4.5.0
186 ratelimitr 0.4.1 4.5.0
187 rcmdcheck 1.4.0 4.5.0
188 RColorBrewer 1.1-3 4.5.0
189 Rcpp 1.1.0 4.5.0
190 RcppArmadillo 14.6.0-1 4.5.0
191 RcppTOML 0.2.3 4.5.0
192 readMDTable 0.3.2 4.5.0
193 readr 2.1.5 4.5.0
194 readxl 1.4.5 4.5.0
195 rematch 2.0.0 4.5.0
196 rematch2 2.1.2 4.5.0
197 remotes 2.5.0 4.5.0
198 renv 1.1.5 4.5.0
199 repr 1.1.7 4.5.0
200 reprex 2.1.1 4.5.0
201 repurrrsive 1.1.0 4.5.0
202 reticulate 1.43.0 4.5.0
203 rex 1.2.1 4.5.0
204 rhub 2.0.1 4.5.0
205 rJava 1.0-11 4.5.0
206 rlang 1.1.6 4.5.0
207 rmarkdown 2.29 4.5.0
208 rnaturalearth 1.1.0 4.5.0
209 rnaturalearthdata 1.0.0 4.5.0
210 rnaturalearthhires 1.0.0.9000 4.5.1
211 robotstxt 0.7.15 4.5.0
212 rosm 0.3.0 4.5.0
213 roxygen2 7.3.2 4.5.0
214 rpivotTable 0.3.0 4.5.0
215 rprojroot 2.1.0 4.5.0
216 rsconnect 1.5.1 4.5.0
217 RSelenium 1.7.9 4.5.0
218 rstudioapi 0.17.1 4.5.0
219 rversions 2.1.2 4.5.0
220 rvest 1.0.4 4.5.0
221 s2 1.1.9 4.5.0
222 sass 0.4.10 4.5.0
223 satellite 1.0.5 4.5.0
224 scales 1.4.0 4.5.0
225 searcher 0.0.7 4.5.0
226 selectr 0.4-2 4.5.0
227 semver 0.2.0 4.5.0
228 servr 0.32 4.5.0
229 sessioninfo 1.2.3 4.5.0
230 sf 1.0-21 4.5.0
231 sfheaders 0.4.4 4.5.0
232 shiny 1.11.1 4.5.0
233 shinythemes 1.2.0 4.5.0
234 skimr 2.2.1 4.5.0
235 slam 0.1-55 4.5.0
236 slippymath 0.3.1 4.5.0
237 snakecase 0.11.1 4.5.0
238 SnowballC 0.7.1 4.5.0
239 snowflakeauth 0.2.0 4.5.1
240 sourcetools 0.1.7-1 4.5.0
241 sp 2.2-0 4.5.0
242 spacesXYZ 1.6-0 4.5.0
243 spiderbar 0.2.5 4.5.0
244 spotifyr 2.2.5 4.5.0
245 stars 0.6-8 4.5.0
246 starwarsdb 0.1.3 4.5.0
247 stopwords 2.3 4.5.0
248 stringdist 0.9.15 4.5.0
249 stringi 1.8.7 4.5.0
250 stringr 1.5.1 4.5.0
251 styler 1.10.3 4.5.0
252 svglite 2.2.1 4.5.0
253 sys 3.4.3 4.5.0
254 systemfonts 1.2.3 4.5.0
255 tabulapdf 1.0.5-5 4.5.0
256 tcltk2 1.6.1 4.5.0
257 terra 1.8-60 4.5.0
258 testthat 3.2.3 4.5.0
259 textdata 0.4.5 4.5.0
260 textshaping 1.0.1 4.5.0
261 thematic 0.1.7 4.5.0
262 tibble 3.3.0 4.5.0
263 tidycensus 1.7.3 4.5.0
264 tidygraph 1.3.1 4.5.0
265 tidyr 1.3.1 4.5.0
266 tidyselect 1.2.1 4.5.0
267 tidytext 0.4.3 4.5.0
268 tidyverse 2.0.0 4.5.0
269 tigris 2.2.1 4.5.0
270 timechange 0.3.0 4.5.0
271 tinytex 0.57 4.5.0
272 tm 0.7-16 4.5.0
273 tmap 4.1 4.5.0
274 tmaptools 3.3 4.5.0
275 tokenizers 0.3.0 4.5.0
276 topicmodels 0.2-17 4.5.0
277 transformr 0.1.5 4.5.0
278 triebeard 0.4.1 4.5.0
279 tweenr 2.0.3 4.5.0
280 tzdb 0.5.0 4.5.0
281 units 0.8-7 4.5.0
282 urlchecker 1.0.1 4.5.0
283 urltools 1.7.3.1 4.5.0
284 usethis 3.1.0 4.5.0
285 usmap 0.8.0 4.5.0
286 usmapdata 0.6.0 4.5.0
287 utf8 1.2.6 4.5.0
288 uuid 1.2-1 4.5.0
289 vctrs 0.6.5 4.5.0
290 viridis 0.6.5 4.5.0
291 viridisLite 0.4.2 4.5.0
292 vroom 1.6.5 4.5.0
293 waldo 0.6.2 4.5.0
294 wdman 0.2.6 4.5.0
295 websocket 1.4.4 4.5.0
296 whisker 0.4.1 4.5.0
297 whoami 1.3.0 4.5.0
298 withr 3.0.2 4.5.0
299 wk 0.9.4 4.5.0
300 wordcloud 2.6 4.5.0
301 xfun 0.52 4.5.0
302 XML 3.99-0.18 4.5.0
303 xml2 1.3.8 4.5.0
304 xmlparsedata 1.0.5 4.5.0
305 xopen 1.0.1 4.5.0
306 xtable 1.8-4 4.5.0
307 xts 0.14.1 4.5.0
308 yaml 2.3.10 4.5.0
309 yesno 0.1.3 4.5.0
310 zip 2.3.3 4.5.0
311 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 2025-09-06.
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()