Package Version Built
1 abind 1.4-8 4.4.1
2 aRxiv 0.10 4.4.0
3 AsioHeaders 1.30.2-1 4.4.1
4 askpass 1.2.1 4.4.1
5 assertthat 0.2.1 4.4.0
6 attempt 0.3.1 4.4.0
7 attention 0.4.0 4.4.0
8 automagic 0.5.1 4.4.0
9 available 1.1.0 4.4.0
10 backports 1.5.0 4.4.0
11 base64enc 0.1-3 4.4.0
12 BH 1.87.0-1 4.4.1
13 bigD 0.3.1 4.4.1
14 binman 0.1.3 4.4.0
15 BiocManager 1.30.25 4.4.1
16 bit 4.6.0 4.4.2
17 bit64 4.6.0-1 4.4.1
18 bitops 1.0-9 4.4.1
19 blob 1.2.4 4.4.0
20 brew 1.0-10 4.4.0
21 brio 1.1.5 4.4.0
22 broom 1.0.8 4.4.1
23 bslib 0.9.0 4.4.1
24 cachem 1.1.0 4.4.0
25 callr 3.7.6 4.4.0
26 caTools 1.18.3 4.4.1
27 cellranger 1.1.0 4.4.0
28 chromote 0.5.1 4.4.1
29 classInt 0.4-11 4.4.1
30 cli 3.6.5 4.4.1
31 clipr 0.8.0 4.4.0
32 clisymbols 1.2.0 4.4.0
33 collections 0.3.7 4.4.0
34 colorspace 2.1-1 4.4.0
35 cols4all 0.8 4.4.1
36 commonmark 1.9.5 4.4.1
37 config 0.3.2 4.4.0
38 conflicted 1.2.0 4.4.0
39 containerit 0.6.0.9004 4.4.1
40 cpp11 0.5.2 4.4.1
41 crayon 1.5.3 4.4.0
42 credentials 2.0.2 4.4.1
43 crosstalk 1.2.1 4.4.0
44 crul 1.5.0 4.4.0
45 curl 6.2.2 4.4.1
46 cyclocomp 1.1.1 4.4.0
47 data.table 1.17.0 4.4.1
48 DBI 1.2.3 4.4.0
49 dbplyr 2.5.0 4.4.0
50 debugme 1.2.0 4.4.0
51 desc 1.4.3 4.4.0
52 devtools 2.4.5 4.4.0
53 dichromat 2.0-0.1 4.4.0
54 diffobj 0.3.6 4.4.1
55 digest 0.6.37 4.4.1
56 downlit 0.4.4 4.4.0
57 dplyr 1.1.4 4.4.0
58 DT 0.33 4.4.0
59 dtplyr 1.3.1 4.4.0
60 duckdb 1.2.1 4.4.1
61 duckplyr 1.0.1 4.4.1
62 e1071 1.7-16 4.4.1
63 ellipsis 0.3.2 4.4.0
64 errorist 0.1.2 4.4.0
65 evaluate 1.0.3 4.4.0
66 fansi 1.0.6 4.4.0
67 farver 2.1.2 4.4.0
68 fastmap 1.2.0 4.4.0
69 fastmatch 1.1-6 4.4.1
70 filelock 1.0.3 4.4.0
71 fontawesome 0.5.3 4.4.1
72 forcats 1.0.0 4.4.0
73 formatR 1.14 4.4.0
74 fresh 0.2.1 4.4.0
75 fs 1.6.6 4.4.1
76 futile.logger 1.4.3 4.4.0
77 futile.options 1.0.1 4.4.0
78 future 1.40.0 4.4.1
79 future.apply 1.11.3 4.4.1
80 gapminder 1.0.0 4.4.0
81 gargle 1.5.2 4.4.0
82 generics 0.1.3 4.4.0
83 geojsonsf 2.0.3 4.4.0
84 geometries 0.2.4 4.4.0
85 geonames 0.999 4.4.0
86 geos 0.2.4 4.4.0
87 gert 2.1.5 4.4.1
88 gganimate 1.0.9 4.4.0
89 ggforce 0.4.2 4.4.0
90 ggplot2 3.5.2 4.4.1
91 ggraph 2.2.1 4.4.0
92 ggrepel 0.9.6 4.4.1
93 ggspatial 1.1.9 4.4.0
94 ggthemes 5.1.0 4.4.0
95 gh 1.4.1 4.4.0
96 gifski 1.32.0-2 4.4.1
97 gitcreds 0.1.2 4.4.0
98 globals 0.17.0 4.4.1
99 glue 1.8.0 4.4.1
100 golem 0.5.1 4.4.1
101 googledrive 2.1.1 4.4.0
102 googlesheets4 1.1.1 4.4.0
103 graphlayouts 1.2.2 4.4.1
104 gridExtra 2.3 4.4.0
105 gt 1.0.0 4.4.1
106 gtable 0.3.6 4.4.0
107 gutenbergr 0.2.4 4.4.0
108 haven 2.5.4 4.4.0
109 here 1.0.1 4.4.0
110 hexbin 1.28.5 4.4.2
111 highr 0.11 4.4.0
112 hms 1.1.3 4.4.0
113 hoardr 0.5.5 4.4.1
114 htmltools 0.5.8.1 4.4.0
115 htmlwidgets 1.6.4 4.4.0
116 httpcode 0.3.0 4.4.0
117 httpuv 1.6.16 4.4.1
118 httr 1.4.7 4.4.0
119 httr2 1.1.2 4.4.1
120 ids 1.0.1 4.4.0
121 igraph 2.1.4 4.4.1
122 ini 0.3.1 4.4.0
123 ISLR2 1.3-2 4.4.0
124 isoband 0.2.7 4.4.0
125 ISOcodes 2024.02.12 4.4.0
126 janeaustenr 1.0.0 4.4.0
127 janitor 2.2.1 4.4.1
128 jpeg 0.1-11 4.4.1
129 jquerylib 0.1.4 4.4.0
130 jsonify 1.2.2 4.4.0
131 jsonlite 2.0.0 4.4.0
132 juicyjuice 0.1.0 4.4.0
133 keyring 1.3.2 4.4.0
134 knitr 1.50 4.4.0
135 labeling 0.4.3 4.4.0
136 Lahman 12.0-0 4.4.1
137 lambda.r 1.2.4 4.4.0
138 later 1.4.2 4.4.1
139 lazyeval 0.2.2 4.4.0
140 leafem 0.2.3 4.4.0
141 leafgl 0.2.2 4.4.1
142 leaflegend 1.2.1 4.4.0
143 leaflet 2.2.2 4.4.0
144 leaflet.providers 2.0.0 4.4.0
145 leafpop 0.1.0 4.4.0
146 leafsync 0.1.0 4.4.0
147 libgeos 3.11.1-3 4.4.1
148 lifecycle 1.0.4 4.4.0
149 lintr 3.2.0 4.4.1
150 listenv 0.9.1 4.4.1
151 litedown 0.7 4.4.1
152 logger 0.4.0 4.4.1
153 lpSolve 5.6.23 4.4.1
154 lubridate 1.9.4 4.4.1
155 lwgeom 0.2-14 4.4.0
156 magrittr 2.0.3 4.4.0
157 maps 3.4.2.1 4.4.1
158 mapview 2.11.2 4.4.0
159 markdown 2.0 4.4.1
160 memoise 2.0.1 4.4.0
161 mime 0.13 4.4.0
162 miniUI 0.1.2 4.4.1
163 modelr 0.1.11 4.4.0
164 modeltools 0.2-23 4.4.0
165 munsell 0.5.1 4.4.0
166 netstat 0.1.2 4.4.0
167 NLP 0.3-2 4.4.1
168 nycflights13 1.0.2 4.4.0
169 openssl 2.3.2 4.4.1
170 packrat 0.9.2 4.4.0
171 palmerpenguins 0.1.1 4.4.0
172 parallelly 1.43.0 4.4.1
173 parsedate 1.3.2 4.4.1
174 patchwork 1.3.0 4.4.1
175 paws 0.9.0 4.4.1
176 paws.analytics 0.9.0 4.4.1
177 paws.application.integration 0.9.0 4.4.1
178 paws.common 0.8.3 4.4.1
179 paws.compute 0.9.0 4.4.1
180 paws.cost.management 0.9.0 4.4.1
181 paws.customer.engagement 0.9.0 4.4.1
182 paws.database 0.9.0 4.4.1
183 paws.developer.tools 0.9.0 4.4.1
184 paws.end.user.computing 0.9.0 4.4.1
185 paws.machine.learning 0.9.0 4.4.1
186 paws.management 0.9.0 4.4.1
187 paws.networking 0.9.0 4.4.1
188 paws.security.identity 0.9.0 4.4.1
189 paws.storage 0.9.0 4.4.1
190 PDE 1.4.10 4.4.0
191 pillar 1.10.2 4.4.1
192 pkgbuild 1.4.7 4.4.1
193 pkgconfig 2.0.3 4.4.0
194 pkgdown 2.1.1 4.4.1
195 pkgload 1.4.0 4.4.0
196 PKI 0.1-14 4.4.0
197 plotly 4.10.4 4.4.0
198 plyr 1.8.9 4.4.0
199 png 0.1-8 4.4.0
200 polite 0.1.3 4.4.0
201 polyclip 1.10-7 4.4.0
202 praise 1.0.0 4.4.0
203 precommit 0.4.3 4.4.0
204 prettyunits 1.2.0 4.4.0
205 processx 3.8.6 4.4.1
206 profvis 0.4.0 4.4.1
207 progress 1.2.3 4.4.0
208 promises 1.3.2 4.4.1
209 proxy 0.4-27 4.4.0
210 ps 1.9.1 4.4.1
211 purrr 1.0.4 4.4.1
212 Quandl 2.11.0 4.4.0
213 quanteda 4.2.0 4.4.1
214 quarto 1.4.4 4.4.0
215 R.cache 0.16.0 4.4.0
216 R.methodsS3 1.8.2 4.4.0
217 R.oo 1.27.0 4.4.0
218 R.utils 2.13.0 4.4.1
219 R6 2.6.1 4.4.1
220 ragg 1.4.0 4.4.1
221 rapidjsonr 1.2.0 4.4.0
222 rappdirs 0.3.3 4.4.0
223 raster 3.6-32 4.4.1
224 ratelimitr 0.4.1 4.4.0
225 rcmdcheck 1.4.0 4.4.0
226 RColorBrewer 1.1-3 4.4.0
227 Rcpp 1.0.14 4.4.1
228 RcppArmadillo 14.4.2-1 4.4.1
229 RcppEigen 0.3.4.0.2 4.4.1
230 RcppParallel 5.1.10 4.4.1
231 RcppTOML 0.2.3 4.4.1
232 reactable 0.4.4 4.4.0
233 reactR 0.6.1 4.4.1
234 readr 2.1.5 4.4.0
235 readxl 1.4.5 4.4.1
236 rematch 2.0.0 4.4.0
237 rematch2 2.1.2 4.4.0
238 remotes 2.5.0 4.4.0
239 renv 1.1.4 4.4.0
240 repr 1.1.7 4.4.0
241 reprex 2.1.1 4.4.0
242 repurrrsive 1.1.0 4.4.0
243 reticulate 1.42.0 4.4.1
244 rex 1.2.1 4.4.0
245 rhub 2.0.1 4.4.1
246 rJava 1.0-11 4.4.0
247 rjson 0.2.23 4.4.1
248 rlang 1.1.6 4.4.1
249 rmarkdown 2.29 4.4.1
250 rnaturalearth 1.0.1 4.4.0
251 rnaturalearthdata 1.0.0 4.4.0
252 rnaturalearthhires 1.0.0.9000 4.4.2
253 robotstxt 0.7.15 4.4.1
254 rosm 0.3.0 4.4.0
255 roxygen2 7.3.2 4.4.0
256 rpivotTable 0.3.0 4.4.0
257 rplaywright 1.42.1 4.4.2
258 rprojroot 2.0.4 4.4.0
259 rsconnect 1.3.4 4.4.1
260 RSelenium 1.7.9 4.4.0
261 rstudioapi 0.17.1 4.4.1
262 rtweet 2.0.0 4.4.0
263 rversions 2.1.2 4.4.0
264 rvest 1.0.4 4.4.0
265 s2 1.1.7 4.4.0
266 sass 0.4.10 4.4.1
267 satellite 1.0.5 4.4.0
268 scales 1.4.0 4.4.1
269 searcher 0.0.7 4.4.0
270 selectr 0.4-2 4.4.0
271 semver 0.2.0 4.4.0
272 servr 0.32 4.4.1
273 sessioninfo 1.2.3 4.4.1
274 sf 1.0-20 4.4.1
275 sfheaders 0.4.4 4.4.0
276 shiny 1.10.0 4.4.1
277 shinyFiles 0.9.3 4.4.0
278 shinythemes 1.2.0 4.4.0
279 skimr 2.1.5 4.4.0
280 slam 0.1-55 4.4.2
281 snakecase 0.11.1 4.4.0
282 SnowballC 0.7.1 4.4.0
283 sodium 1.4.0 4.4.1
284 sourcetools 0.1.7-1 4.4.0
285 sp 2.2-0 4.4.1
286 spacesXYZ 1.5-1 4.4.1
287 spiderbar 0.2.5 4.4.0
288 spotifyr 2.2.5 4.4.1
289 stars 0.6-8 4.4.1
290 starwarsdb 0.1.2 4.4.0
291 stevedore 0.9.6 4.4.0
292 stopwords 2.3 4.4.0
293 stringdist 0.9.15 4.4.1
294 stringi 1.8.7 4.4.0
295 stringr 1.5.1 4.4.0
296 styler 1.10.3 4.4.0
297 svglite 2.1.3 4.4.0
298 sys 3.4.3 4.4.1
299 sysreqs 1.0.0.9000 4.4.1
300 systemfonts 1.2.2 4.4.1
301 tabulapdf 1.0.5-5 4.4.1
302 tabulizerjars 1.0.1 4.4.0
303 tcltk2 1.2-11 4.4.0
304 terra 1.8-42 4.4.1
305 testthat 3.2.3 4.4.1
306 textdata 0.4.5 4.4.0
307 textshaping 1.0.0 4.4.1
308 thematic 0.1.6 4.4.0
309 tibble 3.2.1 4.4.0
310 tidycensus 1.7.1 4.4.1
311 tidygraph 1.3.1 4.4.0
312 tidyr 1.3.1 4.4.0
313 tidyselect 1.2.1 4.4.0
314 tidytext 0.4.2 4.4.0
315 tidyverse 2.0.0 4.4.0
316 tigris 2.2.1 4.4.1
317 timechange 0.3.0 4.4.0
318 tinytex 0.57 4.4.1
319 tm 0.7-16 4.4.1
320 tmap 4.0 4.4.1
321 tmaptools 3.2 4.4.1
322 tokenizers 0.3.0 4.4.0
323 topicmodels 0.2-17 4.4.0
324 transformer 0.2.0 4.4.0
325 transformr 0.1.5 4.4.0
326 triebeard 0.4.1 4.4.0
327 tweenr 2.0.3 4.4.0
328 tzdb 0.5.0 4.4.1
329 units 0.8-7 4.4.1
330 urlchecker 1.0.1 4.4.0
331 urltools 1.7.3 4.4.0
332 usethis 3.1.0 4.4.1
333 usmap 0.7.1 4.4.0
334 usmapdata 0.4.0 4.4.1
335 utf8 1.2.4 4.4.0
336 uuid 1.2-1 4.4.0
337 V8 6.0.3 4.4.1
338 vctrs 0.6.5 4.4.0
339 versions 0.3 4.4.0
340 viridis 0.6.5 4.4.0
341 viridisLite 0.4.2 4.4.0
342 vroom 1.6.5 4.4.0
343 waldo 0.6.1 4.4.1
344 wdman 0.2.6 4.4.0
345 websocket 1.4.4 4.4.1
346 whisker 0.4.1 4.4.0
347 whoami 1.3.0 4.4.0
348 widgetframe 0.3.1 4.4.0
349 withr 3.0.2 4.4.1
350 wk 0.9.4 4.4.1
351 wordcloud 2.6 4.4.0
352 xfun 0.52 4.4.0
353 XML 3.99-0.18 4.4.1
354 xml2 1.3.8 4.4.1
355 xmlparsedata 1.0.5 4.4.0
356 xopen 1.0.1 4.4.0
357 xtable 1.8-4 4.4.0
358 xts 0.14.1 4.4.1
359 yaml 2.3.10 4.4.0
360 yesno 0.1.3 4.4.0
361 zip 2.3.2 4.4.1
362 zoo 1.8-14 4.4.1Appendix D — Environment and R Packages
D.1 Environment
This book was built using
- R version R version 4.4.2 (2024-10-31).
- RStudio version ‘2024.09.1 Build 394’
- Quarto: 1.6.40
- OS: Darwin, 24.4.0, Darwin Kernel Version 24.4.0: Fri Apr 11 18:33:46 PDT 2025; root:xnu-11417.101.15~117/RELEASE_ARM64_T8112, AU-macbook.local, arm64, root, rressler, rressler
D.2 R Packages
This book uses the following non-Base R packages as of 2025-04-27.
D.3 Python Environment
python: /Users/rressler/Library/r-miniconda-arm64/envs/r-reticulate/bin/python
libpython: /Users/rressler/Library/r-miniconda-arm64/envs/r-reticulate/lib/libpython3.11.dylib
pythonhome: /Users/rressler/Library/r-miniconda-arm64/envs/r-reticulate:/Users/rressler/Library/r-miniconda-arm64/envs/r-reticulate
version: 3.11.11 | packaged by conda-forge | (main, Dec 5 2024, 14:21:42) [Clang 18.1.8 ]
numpy: [NOT FOUND]
NOTE: Python version was forced by RETICULATE_PYTHON