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 0.9 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 7.0.0 4.5.0
39 data.table 1.17.8 4.5.0
40 DBI 1.2.3 4.5.0
41 dbplyr 2.5.1 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 1.4.0 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 0.4.1 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 odbc 1.6.3 4.5.0
149 openssl 2.3.4 4.5.0
150 packrat 0.9.3 4.5.0
151 palmerpenguins 0.1.1 4.5.0
152 parallelly 1.45.1 4.5.0
153 patchwork 1.3.1 4.5.0
154 PDE 1.4.10 4.5.0
155 pillar 1.11.0 4.5.0
156 pkgbuild 1.4.8 4.5.0
157 pkgconfig 2.0.3 4.5.0
158 pkgdown 2.1.3 4.5.0
159 pkgload 1.4.0 4.5.0
160 PKI 0.1-15 4.5.0
161 plotly 4.11.0 4.5.0
162 plyr 1.8.9 4.5.0
163 png 0.1-8 4.5.0
164 polite 0.1.3 4.5.0
165 polyclip 1.10-7 4.5.0
166 praise 1.0.0 4.5.0
167 prettyunits 1.2.0 4.5.0
168 processx 3.8.6 4.5.0
169 profvis 0.4.0 4.5.0
170 progress 1.2.3 4.5.0
171 progressr 0.16.0 4.5.0
172 promises 1.3.3 4.5.0
173 proxy 0.4-27 4.5.0
174 ps 1.9.1 4.5.0
175 purrr 1.1.0 4.5.0
176 Quandl 2.11.0 4.5.0
177 quanteda 4.3.1 4.5.0
178 quarto 1.5.0 4.5.0
179 R.cache 0.17.0 4.5.0
180 R.methodsS3 1.8.2 4.5.0
181 R.oo 1.27.1 4.5.0
182 R.utils 2.13.0 4.5.0
183 R6 2.6.1 4.5.0
184 ragg 1.4.0 4.5.0
185 rapidjsonr 1.2.0 4.5.0
186 rappdirs 0.3.3 4.5.0
187 raster 3.6-32 4.5.0
188 ratelimitr 0.4.1 4.5.0
189 rcmdcheck 1.4.0 4.5.0
190 RColorBrewer 1.1-3 4.5.0
191 Rcpp 1.1.0 4.5.0
192 RcppArmadillo 14.6.0-1 4.5.0
193 RcppTOML 0.2.3 4.5.0
194 readMDTable 0.3.2 4.5.0
195 readr 2.1.5 4.5.0
196 readxl 1.4.5 4.5.0
197 rematch 2.0.0 4.5.0
198 rematch2 2.1.2 4.5.0
199 remotes 2.5.0 4.5.0
200 renv 1.1.5 4.5.0
201 repr 1.1.7 4.5.0
202 reprex 2.1.1 4.5.0
203 repurrrsive 1.1.0 4.5.0
204 reticulate 1.43.0 4.5.0
205 rex 1.2.1 4.5.0
206 rhub 2.0.1 4.5.0
207 rJava 1.0-11 4.5.0
208 rlang 1.1.6 4.5.0
209 rmapshaper 0.5.0 4.5.0
210 rmarkdown 2.29 4.5.0
211 rnaturalearth 1.1.0 4.5.0
212 rnaturalearthdata 1.0.0 4.5.0
213 rnaturalearthhires 1.0.0.9000 4.5.1
214 robotstxt 0.7.15 4.5.0
215 rosm 0.3.0 4.5.0
216 roxygen2 7.3.2 4.5.0
217 rpivotTable 0.3.0 4.5.0
218 rplaywright 1.43.6 4.5.1
219 rprojroot 2.1.0 4.5.0
220 rsconnect 1.5.1 4.5.0
221 RSelenium 1.7.9 4.5.0
222 rstudioapi 0.17.1 4.5.0
223 rversions 2.1.2 4.5.0
224 rvest 1.0.4 4.5.0
225 s2 1.1.9 4.5.0
226 sass 0.4.10 4.5.0
227 satellite 1.0.5 4.5.0
228 scales 1.4.0 4.5.0
229 searcher 0.0.7 4.5.0
230 selectr 0.4-2 4.5.0
231 semver 0.2.0 4.5.0
232 servr 0.32 4.5.0
233 sessioninfo 1.2.3 4.5.0
234 sf 1.0-21 4.5.0
235 sfheaders 0.4.4 4.5.0
236 shiny 1.11.1 4.5.0
237 shinythemes 1.2.0 4.5.0
238 skimr 2.2.1 4.5.0
239 slam 0.1-55 4.5.0
240 slippymath 0.3.1 4.5.0
241 snakecase 0.11.1 4.5.0
242 SnowballC 0.7.1 4.5.0
243 snowflakeauth 0.2.0 4.5.1
244 sourcetools 0.1.7-1 4.5.0
245 sp 2.2-0 4.5.0
246 spacesXYZ 1.6-0 4.5.0
247 spiderbar 0.2.5 4.5.0
248 spotifyr 2.2.5 4.5.0
249 stars 0.6-8 4.5.0
250 starwarsdb 0.1.3 4.5.0
251 stopwords 2.3 4.5.0
252 stringdist 0.9.15 4.5.0
253 stringi 1.8.7 4.5.0
254 stringr 1.5.1 4.5.0
255 styler 1.10.3 4.5.0
256 svglite 2.2.1 4.5.0
257 sys 3.4.3 4.5.0
258 systemfonts 1.2.3 4.5.0
259 tabulapdf 1.0.5-5 4.5.0
260 tcltk2 1.6.1 4.5.0
261 terra 1.8-60 4.5.0
262 testthat 3.2.3 4.5.0
263 textdata 0.4.5 4.5.0
264 textshaping 1.0.1 4.5.0
265 thematic 0.1.7 4.5.0
266 tibble 3.3.0 4.5.0
267 tidycensus 1.7.3 4.5.0
268 tidygraph 1.3.1 4.5.0
269 tidyr 1.3.1 4.5.0
270 tidyselect 1.2.1 4.5.0
271 tidytext 0.4.3 4.5.0
272 tidyverse 2.0.0 4.5.0
273 tigris 2.2.1 4.5.0
274 timechange 0.3.0 4.5.0
275 tinytex 0.57 4.5.0
276 tm 0.7-16 4.5.0
277 tmap 4.2 4.5.0
278 tmaptools 3.3 4.5.0
279 tokenizers 0.3.0 4.5.0
280 topicmodels 0.2-17 4.5.0
281 transformr 0.1.5 4.5.0
282 triebeard 0.4.1 4.5.0
283 tweenr 2.0.3 4.5.0
284 tzdb 0.5.0 4.5.0
285 units 0.8-7 4.5.0
286 urlchecker 1.0.1 4.5.0
287 urltools 1.7.3.1 4.5.0
288 usethis 3.1.0 4.5.0
289 usmap 0.8.0 4.5.0
290 usmapdata 0.6.0 4.5.0
291 utf8 1.2.6 4.5.0
292 uuid 1.2-1 4.5.0
293 V8 8.0.0 4.5.0
294 vctrs 0.6.5 4.5.0
295 viridis 0.6.5 4.5.0
296 viridisLite 0.4.2 4.5.0
297 vroom 1.6.5 4.5.0
298 waldo 0.6.2 4.5.0
299 wdman 0.2.6 4.5.0
300 websocket 1.4.4 4.5.0
301 whisker 0.4.1 4.5.0
302 whoami 1.3.0 4.5.0
303 withr 3.0.2 4.5.0
304 wk 0.9.4 4.5.0
305 wordcloud 2.6 4.5.0
306 xfun 0.52 4.5.0
307 XML 3.99-0.18 4.5.0
308 xml2 1.3.8 4.5.0
309 xmlparsedata 1.0.5 4.5.0
310 xopen 1.0.1 4.5.0
311 xtable 1.8-4 4.5.0
312 xts 0.14.1 4.5.0
313 yaml 2.3.10 4.5.0
314 yesno 0.1.3 4.5.0
315 zip 2.3.3 4.5.0
316 zoo 1.8-14 4.5.0Appendix F — Environment and R Packages
F.1 Environment
This book was built using
- R version 4.5.1 (2025-06-13).
- RStudio version 2025.09.1 Build 401
- Quarto version: 1.7.30
- OS: Darwin, 24.6.0, Darwin Kernel Version 24.6.0: Mon Aug 11 21:16:52 PDT 2025; root:xnu-11417.140.69.701.11~1/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 2025-10-23.
F.3 Python Environment
python: /Users/rressler/Library/Caches/org.R-project.R/R/reticulate/uv/cache/archive-v0/3bf_jNEFyEBbiY2F9Pd_J/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-v0/3bf_jNEFyEBbiY2F9Pd_J:/Users/rressler/Library/Caches/org.R-project.R/R/reticulate/uv/cache/archive-v0/3bf_jNEFyEBbiY2F9Pd_J
virtualenv: /Users/rressler/Library/Caches/org.R-project.R/R/reticulate/uv/cache/archive-v0/3bf_jNEFyEBbiY2F9Pd_J/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-v0/3bf_jNEFyEBbiY2F9Pd_J/lib/python3.11/site-packages/numpy
numpy_version: 2.3.4
NOTE: Python version was forced by py_require()