Package Version Built
1 abind 1.4-8 4.5.0
2 aRxiv 0.10 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 1.0.8 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 1.9.5 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 6.3.0 4.5.0
37 data.table 1.17.4 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 dichromat 2.0-0.1 4.5.0
43 diffobj 0.3.6 4.5.0
44 digest 0.6.37 4.5.0
45 downlit 0.4.4 4.5.0
46 dplyr 1.1.4 4.5.0
47 dtplyr 1.3.1 4.5.0
48 duckdb 1.3.0 4.5.0
49 e1071 1.7-16 4.5.0
50 ellipsis 0.3.2 4.5.0
51 errorist 0.1.2 4.5.0
52 evaluate 1.0.3 4.5.0
53 fansi 1.0.6 4.5.0
54 farver 2.1.2 4.5.0
55 fastmap 1.2.0 4.5.0
56 fastmatch 1.1-6 4.5.0
57 filelock 1.0.3 4.5.0
58 fontawesome 0.5.3 4.5.0
59 forcats 1.0.0 4.5.0
60 fresh 0.2.1 4.5.0
61 fs 1.6.6 4.5.0
62 gapminder 1.0.0 4.5.0
63 gargle 1.5.2 4.5.0
64 generics 0.1.4 4.5.0
65 geojsonsf 2.0.3 4.5.0
66 geometries 0.2.4 4.5.0
67 geos 0.2.4 4.5.0
68 gert 2.1.5 4.5.0
69 gganimate 1.0.9 4.5.0
70 ggforce 0.4.2 4.5.0
71 ggplot2 3.5.2 4.5.0
72 ggraph 2.2.1 4.5.0
73 ggrepel 0.9.6 4.5.0
74 ggspatial 1.1.9 4.5.0
75 ggthemes 5.1.0 4.5.0
76 gh 1.5.0 4.5.0
77 gifski 1.32.0-2 4.5.0
78 gitcreds 0.1.2 4.5.0
79 glue 1.8.0 4.5.0
80 golem 0.5.1 4.5.0
81 googledrive 2.1.1 4.5.0
82 googlesheets4 1.1.1 4.5.0
83 graphlayouts 1.2.2 4.5.0
84 gridExtra 2.3 4.5.0
85 gtable 0.3.6 4.5.0
86 gutenbergr 0.3.0 4.5.0
87 haven 2.5.5 4.5.0
88 here 1.0.1 4.5.0
89 hexbin 1.28.5 4.5.0
90 highr 0.11 4.5.0
91 hms 1.1.3 4.5.0
92 htmltools 0.5.8.1 4.5.0
93 htmlwidgets 1.6.4 4.5.0
94 httpuv 1.6.16 4.5.0
95 httr 1.4.7 4.5.0
96 httr2 1.1.2 4.5.0
97 ids 1.0.1 4.5.0
98 igraph 2.1.4 4.5.0
99 ini 0.3.1 4.5.0
100 isoband 0.2.7 4.5.0
101 ISOcodes 2025.05.18 4.5.0
102 janeaustenr 1.0.0 4.5.0
103 janitor 2.2.1 4.5.0
104 jpeg 0.1-11 4.5.0
105 jquerylib 0.1.4 4.5.0
106 jsonify 1.2.2 4.5.0
107 jsonlite 2.0.0 4.5.0
108 keyring 1.4.0 4.5.0
109 knitr 1.50 4.5.0
110 labeling 0.4.3 4.5.0
111 later 1.4.2 4.5.0
112 lazyeval 0.2.2 4.5.0
113 leafem 0.2.4 4.5.0
114 leafgl 0.2.2 4.5.0
115 leaflegend 1.2.1 4.5.0
116 leaflet 2.2.2 4.5.0
117 leaflet.providers 2.0.0 4.5.0
118 leafpop 0.1.0 4.5.0
119 leafsync 0.1.0 4.5.0
120 libgeos 3.11.1-3 4.5.0
121 lifecycle 1.0.4 4.5.0
122 lintr 3.2.0 4.5.0
123 logger 0.4.0 4.5.0
124 lpSolve 5.6.23 4.5.0
125 lubridate 1.9.4 4.5.0
126 lwgeom 0.2-14 4.5.0
127 magrittr 2.0.3 4.5.0
128 maps 3.4.3 4.5.0
129 maptiles 0.10.0 4.5.0
130 mapview 2.11.2 4.5.0
131 memoise 2.0.1 4.5.0
132 mime 0.13 4.5.0
133 miniUI 0.1.2 4.5.0
134 modelr 0.1.11 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 1.3.0 4.5.0
140 pillar 1.10.2 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 4.10.4 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 1.0.4 4.5.0
158 Quandl 2.11.0 4.5.0
159 quanteda 4.3.0 4.5.0
160 quarto 1.4.4 4.5.0
161 R6 2.6.1 4.5.0
162 ragg 1.4.0 4.5.0
163 rapidjsonr 1.2.0 4.5.0
164 rappdirs 0.3.3 4.5.0
165 raster 3.6-32 4.5.0
166 rcmdcheck 1.4.0 4.5.0
167 RColorBrewer 1.1-3 4.5.0
168 Rcpp 1.0.14 4.5.0
169 RcppArmadillo 14.4.3-1 4.5.0
170 RcppEigen 0.3.4.0.2 4.5.0
171 RcppTOML 0.2.3 4.5.0
172 readMDTable 0.3.2 4.5.0
173 readr 2.1.5 4.5.0
174 readxl 1.4.5 4.5.0
175 rematch 2.0.0 4.5.0
176 rematch2 2.1.2 4.5.0
177 remotes 2.5.0 4.5.0
178 renv 1.1.4 4.5.0
179 repr 1.1.7 4.5.0
180 reprex 2.1.1 4.5.0
181 repurrrsive 1.1.0 4.5.0
182 reticulate 1.42.0 4.5.0
183 rex 1.2.1 4.5.0
184 rhub 2.0.1 4.5.0
185 rJava 1.0-11 4.5.0
186 rlang 1.1.6 4.5.0
187 rmarkdown 2.29 4.5.0
188 rnaturalearth 1.0.1 4.5.0
189 rnaturalearthdata 1.0.0 4.5.0
190 rnaturalearthhires 1.0.0.9000 4.5.0
191 rosm 0.3.0 4.5.0
192 roxygen2 7.3.2 4.5.0
193 rpivotTable 0.3.0 4.5.0
194 rprojroot 2.0.4 4.5.0
195 RSelenium 1.7.9 4.5.0
196 rstudioapi 0.17.1 4.5.0
197 rversions 2.1.2 4.5.0
198 rvest 1.0.4 4.5.0
199 s2 1.1.9 4.5.0
200 sass 0.4.10 4.5.0
201 satellite 1.0.5 4.5.0
202 scales 1.4.0 4.5.0
203 searcher 0.0.7 4.5.0
204 selectr 0.4-2 4.5.0
205 semver 0.2.0 4.5.0
206 servr 0.32 4.5.0
207 sessioninfo 1.2.3 4.5.0
208 sf 1.0-21 4.5.0
209 sfheaders 0.4.4 4.5.0
210 shiny 1.10.0 4.5.0
211 shinythemes 1.2.0 4.5.0
212 skimr 2.1.5 4.5.0
213 slam 0.1-55 4.5.0
214 slippymath 0.3.1 4.5.0
215 snakecase 0.11.1 4.5.0
216 SnowballC 0.7.1 4.5.0
217 sourcetools 0.1.7-1 4.5.0
218 sp 2.2-0 4.5.0
219 spacesXYZ 1.6-0 4.5.0
220 spotifyr 2.2.5 4.5.0
221 stars 0.6-8 4.5.0
222 stopwords 2.3 4.5.0
223 stringdist 0.9.15 4.5.0
224 stringi 1.8.7 4.5.0
225 stringr 1.5.1 4.5.0
226 svglite 2.2.1 4.5.0
227 sys 3.4.3 4.5.0
228 systemfonts 1.2.3 4.5.0
229 tabulapdf 1.0.5-5 4.5.0
230 terra 1.8-54 4.5.0
231 testthat 3.2.3 4.5.0
232 textdata 0.4.5 4.5.0
233 textshaping 1.0.1 4.5.0
234 thematic 0.1.6 4.5.0
235 tibble 3.3.0 4.5.0
236 tidycensus 1.7.1 4.5.0
237 tidygraph 1.3.1 4.5.0
238 tidyr 1.3.1 4.5.0
239 tidyselect 1.2.1 4.5.0
240 tidytext 0.4.2 4.5.0
241 tidyverse 2.0.0 4.5.0
242 tigris 2.2.1 4.5.0
243 timechange 0.3.0 4.5.0
244 tinytex 0.57 4.5.0
245 tm 0.7-16 4.5.0
246 tmap 4.1 4.5.0
247 tmaptools 3.2 4.5.0
248 tokenizers 0.3.0 4.5.0
249 transformr 0.1.5 4.5.0
250 triebeard 0.4.1 4.5.0
251 tweenr 2.0.3 4.5.0
252 tzdb 0.5.0 4.5.0
253 units 0.8-7 4.5.0
254 urlchecker 1.0.1 4.5.0
255 urltools 1.7.3 4.5.0
256 usethis 3.1.0 4.5.0
257 usmap 0.8.0 4.5.0
258 usmapdata 0.5.0 4.5.0
259 utf8 1.2.6 4.5.0
260 uuid 1.2-1 4.5.0
261 vctrs 0.6.5 4.5.0
262 viridis 0.6.5 4.5.0
263 viridisLite 0.4.2 4.5.0
264 vroom 1.6.5 4.5.0
265 waldo 0.6.1 4.5.0
266 wdman 0.2.6 4.5.0
267 websocket 1.4.4 4.5.0
268 whisker 0.4.1 4.5.0
269 whoami 1.3.0 4.5.0
270 withr 3.0.2 4.5.0
271 wk 0.9.4 4.5.0
272 wordcloud 2.6 4.5.0
273 xfun 0.52 4.5.0
274 XML 3.99-0.18 4.5.0
275 xml2 1.3.8 4.5.0
276 xmlparsedata 1.0.5 4.5.0
277 xopen 1.0.1 4.5.0
278 xtable 1.8-4 4.5.0
279 xts 0.14.1 4.5.0
280 yaml 2.3.10 4.5.0
281 zip 2.3.3 4.5.0
282 zoo 1.8-14 4.5.0Appendix D — Environment and R Packages
D.1 Environment
This book was built using
- R version R version 4.5.0 (2025-04-11).
- RStudio version ‘2024.09.1 Build 394’
- Quarto: 1.7.30
- OS: Darwin, 24.5.0, Darwin Kernel Version 24.5.0: Tue Apr 22 19:54:26 PDT 2025; root:xnu-11417.121.6~2/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 2025-06-11.
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/libpython3.10.dylib
pythonhome: /Users/rressler/Library/r-miniconda-arm64/envs/r-reticulate:/Users/rressler/Library/r-miniconda-arm64/envs/r-reticulate
version: 3.10.17 | packaged by conda-forge | (main, Apr 10 2025, 22:23:34) [Clang 18.1.8 ]
numpy: /Users/rressler/Library/r-miniconda-arm64/envs/r-reticulate/lib/python3.10/site-packages/numpy
numpy_version: 2.2.5
NOTE: Python version was forced by RETICULATE_PYTHON