Package Version
1 abind 1.4-8
2 air 0.2.3
3 arrow 25.0.0
4 aRxiv 0.20
5 askpass 1.2.1
6 assertthat 0.2.1
7 attempt 0.3.1
8 available 1.1.0
9 backports 1.5.1
10 base64enc 0.1-6
11 BH 1.90.0-1
12 binman 0.1.3
13 bit 4.6.0
14 bit64 4.8.2
15 bitops 1.0-9
16 blob 1.3.0
17 brew 1.0-10
18 brio 1.1.5
19 broom 1.0.13
20 bslib 0.11.0
21 cachem 1.1.0
22 callr 3.8.0
23 caTools 1.18.4
24 cellranger 1.1.0
25 classInt 0.4-11
26 cli 3.6.6
27 clipr 0.8.1
28 clisymbols 1.2.0
29 colorspace 2.1-3
30 cols4all 0.10
31 commonmark 2.0.0
32 config 0.3.2
33 conflicted 1.2.0
34 cpp11 0.5.5
35 crayon 1.5.3
36 credentials 2.0.3
37 crosstalk 1.2.2
38 curl 7.1.0
39 data.table 1.18.4
40 DBI 1.3.0
41 dbplyr 2.6.0
42 desc 1.4.3
43 devtools 2.5.2
44 diffobj 0.3.8
45 digest 0.6.39
46 downlit 0.4.5
47 dplyr 1.2.1
48 dtplyr 1.3.3
49 duckdb 1.5.4.3
50 e1071 1.7-17
51 ellipsis 0.3.3
52 errorist 0.1.3
53 evaluate 1.0.5
54 fansi 1.0.7
55 farver 2.1.2
56 fastmap 1.2.0
57 fastmatch 1.1-8
58 filelock 1.0.3
59 fontawesome 0.5.3
60 forcats 1.0.1
61 fresh 0.2.2
62 fs 2.1.0
63 gapminder 1.0.1
64 gargle 1.6.1
65 generics 0.1.4
66 geojsonsf 2.0.5
67 geometries 0.2.5
68 geos 0.2.5
69 gert 2.4.0
70 gganimate 1.0.11
71 ggforce 0.5.0
72 ggplot2 4.0.3
73 ggraph 2.2.2
74 ggrepel 0.9.8
75 ggspatial 1.1.10
76 ggthemes 5.2.0
77 gh 1.6.1
78 gifski 1.32.0-2
79 gitcreds 0.1.2
80 glue 1.8.1
81 golem 1.0.1
82 googledrive 2.1.2
83 googlesheets4 1.1.2
84 graphlayouts 1.2.5
85 gridExtra 2.3.1
86 gtable 0.3.6
87 gutenbergr 0.5.2
88 haven 2.5.5
89 here 1.0.2
90 hexbin 1.28.5
91 highr 0.12
92 hms 1.1.4
93 htmltools 0.5.9
94 htmlwidgets 1.6.4.9000
95 httpuv 1.6.17
96 httr 1.4.8
97 httr2 1.3.0
98 ids 1.0.1
99 igraph 2.3.3
100 ini 0.3.1
101 isoband 0.3.0
102 ISOcodes 2026.03.28
103 janeaustenr 1.0.0
104 janitor 2.2.1
105 jpeg 0.1-11
106 jquerylib 0.1.4
107 jsonify 1.2.3
108 jsonlite 2.0.0
109 keyring 1.4.1
110 knitr 1.51
111 labeling 0.4.3
112 later 1.4.8
113 lazyeval 0.2.3
114 leafem 0.2.5
115 leafgl 0.2.4
116 leaflegend 1.2.8
117 leaflet 2.2.3
118 leaflet.providers 3.0.0
119 leafpop 0.1.0
120 leafsync 0.1.0
121 libgeos 3.11.1-3
122 lifecycle 1.0.5
123 lintr 3.4.0
124 logger 0.4.2
125 lpSolve 5.6.23
126 lubridate 1.9.5
127 lwgeom 0.2-17
128 magick 2.9.1
129 magrittr 2.0.5
130 maps 3.4.3
131 maptiles 0.12.0
132 mapview 2.11.4
133 memoise 2.0.1
134 mime 0.13
135 miniUI 0.1.2
136 modelr 0.1.11
137 modeltools 0.2-24
138 NasdaqDataLink 1.0.0
139 NLP 0.3-3
140 nycflights13 1.0.2
141 openssl 2.4.2
142 otel 0.2.0
143 pak 0.11.1
144 palmerpenguins 0.1.1
145 patchwork 1.3.2
146 pillar 1.11.1
147 pkgbuild 1.4.8
148 pkgconfig 2.0.3
149 pkgdown 2.2.1
150 pkgload 1.5.3
151 plotly 4.12.1
152 plyr 1.8.9
153 png 0.1-9
154 polyclip 1.10-7
155 praise 1.0.0
156 prettyunits 1.2.0
157 processx 3.9.0
158 profvis 0.4.0
159 progress 1.2.3
160 promises 1.5.0
161 proxy 0.4-29
162 ps 1.9.3
163 purrr 1.2.2
164 quanteda 4.4
165 quarto 1.5.1
166 R.cache 0.17.0
167 R.methodsS3 1.8.2
168 R.oo 1.27.1
169 R.utils 2.13.0
170 R6 2.6.1
171 ragg 1.5.2
172 rapidjsonr 1.2.1
173 rappdirs 0.3.4
174 raster 3.6-32
175 rcmdcheck 1.4.0
176 RColorBrewer 1.1-3
177 Rcpp 1.1.2
178 RcppArmadillo 15.4.0-1
179 RcppTOML 0.2.3
180 readMDTable 0.4.0
181 readr 2.2.0
182 readxl 1.5.0
183 rematch 2.0.0
184 rematch2 2.1.2
185 remotes 2.5.0
186 renv 1.2.3
187 repr 1.1.7
188 reprex 2.1.1
189 repurrrsive 1.1.0
190 reshape2 1.4.5
191 result 0.1.0
192 reticulate 1.46.0
193 rex 1.2.2
194 rhub 2.0.1
195 rJava 1.0-18
196 rjson 0.2.23
197 rlang 1.3.0
198 rmapshaper 0.6.1
199 rmarkdown 2.31
200 rnaturalearth 1.2.0
201 rnaturalearthdata 1.0.0
202 rnaturalearthhires 1.0.0.9000
203 rosm 0.3.1
204 roxygen2 8.0.0
205 rpivotTable 0.3.0
206 rprojroot 2.1.1
207 RSelenium 1.7.10
208 RSocrata 1.7.16-1
209 rstudioapi 0.19.0
210 rversions 3.0.0
211 rvest 1.0.5
212 s2 1.1.11
213 S7 0.2.2
214 sass 0.4.10
215 satellite 1.0.6
216 scales 1.4.0
217 searcher 0.0.7
218 selectr 0.6-0
219 semver 0.2.1
220 servr 0.33
221 sessioninfo 1.2.4
222 sf 1.1-2
223 sfheaders 0.4.5
224 shiny 1.14.0
225 shinythemes 1.2.0
226 skimr 2.2.2
227 slam 0.1-56
228 snakecase 0.11.1
229 SnowballC 0.7.1
230 sourcetools 0.1.7-2
231 sp 2.2-3
232 spacesXYZ 1.6-0
233 spacyr 1.3.0
234 spotifyr 2.2.5
235 stars 0.7-3
236 stopwords 2.3
237 stringdist 0.9.17
238 stringi 1.8.7
239 stringr 1.6.0
240 styler 1.11.0
241 svglite 2.2.2
242 sys 3.4.3
243 systemfonts 1.3.2
244 tabulapdf 1.0.5-5
245 terra 1.9-34
246 testthat 3.3.2
247 textdata 0.4.5
248 textshaping 1.0.5
249 thematic 0.1.8
250 tibble 3.3.1
251 tidycensus 1.8.1
252 tidygraph 1.3.1
253 tidyr 1.3.2
254 tidyselect 1.2.1
255 tidytext 0.4.3
256 tidyverse 2.0.0
257 tigris 2.2.1
258 timechange 0.4.0
259 tinytex 0.60
260 tm 0.7-18
261 tmap 4.4-1
262 tmaptools 3.3
263 tokenizers 0.3.0
264 topicmodels 0.2-17
265 transformr 0.1.5
266 triebeard 0.4.1
267 tweenr 2.0.3
268 tzdb 0.5.0
269 units 1.0-1
270 urlchecker 2.0.0
271 urltools 1.7.3.1
272 usethis 3.2.1
273 usmap 1.0.0
274 usmapdata 1.0.0
275 utf8 1.2.6
276 uuid 1.2-2
277 V8 8.2.0
278 vctrs 0.7.3
279 viridis 0.6.5
280 viridisLite 0.4.3
281 vroom 1.7.1
282 waldo 0.6.2
283 wdman 0.2.6
284 whisker 0.4.1
285 whoami 1.3.0
286 withr 3.0.3
287 wk 0.9.5
288 wordcloud 2.6
289 xfun 0.60
290 XML 3.99-0.23
291 xml2 1.6.0
292 xmlparsedata 1.0.5
293 xopen 1.0.1
294 xtable 1.8-8
295 xts 0.14.2
296 yaml 2.3.12
297 yesno 0.1.3
298 yyjsonr 0.1.22
299 zip 3.0.1
300 zoo 1.8-15Appendix G — Environment and R Packages
G.1 Environment
This book was built using
- R version 4.6.1 (2026-06-24).
- RStudio version 2026.07.1 Build 147
- Quarto version: 1.9.37
- OS: Darwin, 25.5.0, Darwin Kernel Version 25.5.0: Tue Jun 9 22:27:52 PDT 2026; root:xnu-12377.121.10~1/RELEASE_ARM64_T8112, AU-macbook.local, arm64, root, rressler, rressler
G.2 R Packages
This book uses the following non-Base R packages as of 2026-07-23.
G.3 Python Environment
python: /Users/rressler/Courses/DATA-413-613/lectures_book/.venv/bin/python
libpython: /Users/rressler/.local/share/uv/python/cpython-3.13.13-macos-aarch64-none/lib/libpython3.13.dylib
pythonhome: /Users/rressler/Courses/DATA-413-613/lectures_book/.venv:/Users/rressler/Courses/DATA-413-613/lectures_book/.venv
virtualenv: /Users/rressler/Courses/DATA-413-613/lectures_book/.venv/bin/activate_this.py
version: 3.13.13 (main, Apr 7 2026, 20:37:34) [Clang 22.1.1 ]
numpy: /Users/rressler/Courses/DATA-413-613/lectures_book/.venv/lib/python3.13/site-packages/numpy
numpy_version: 2.4.4
NOTE: Python version was forced by VIRTUAL_ENV