diff --git a/.devcontainer/postCreateCommand.sh b/.devcontainer/postCreateCommand.sh
index cee955a..0efb81b 100644
--- a/.devcontainer/postCreateCommand.sh
+++ b/.devcontainer/postCreateCommand.sh
@@ -9,18 +9,18 @@ if [ -f "python/requirements.txt" ]; then
 fi
 
 # Install R dependencies
-if [ -f "R/install_packages.R" ]; then
-    Rscript R/install_packages.R
+if [ -f "r/install_packages.R" ]; then
+    Rscript r/install_packages.R
 fi
 
 # This may be done by the user
 # Set up renv for R
-#if [ -f "R/renv.lock" ]; then
-#    cd R && R -e 'renv::restore()'
+#if [ -f "r/renv.lock" ]; then
+#    cd r && R -e 'renv::restore()'
 #fi
 
 # change the default working directory for RStudio
-echo "session-default-working-dir=$CODESPACE_VSCODE_FOLDER" >> /etc/rstudio/rsession.conf
+echo "session-default-working-dir=${CODESPACE_VSCODE_FOLDER}" >> /etc/rstudio/rsession.conf
 
 rstudio-server start && jupyter lab --ip=0.0.0.0 --no-browser --allow-root --NotebookApp.token=''
 
diff --git a/Dockerfile b/Dockerfile
index 857181a..a25c3e7 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -16,8 +16,15 @@ RUN apt-get update && apt-get install -y \
     libxml2-dev \
     libjpeg-dev \
     libpng-dev \
+    libtiff5-dev \
+    libproj-dev \
+    libgdal-dev \
     libxt-dev \
     libarchive-dev \
+    libfontconfig1-dev \
+    libharfbuzz-dev \
+    libfribidi-dev \
+    libfreetype6-dev \
     gdebi-core \
     software-properties-common \
     ffmpeg \
@@ -44,6 +51,10 @@ ENV PATH="/opt/venv/bin:$PATH"
 # Create an IPython kernel for the virtual environment
 RUN /opt/venv/bin/python -m ipykernel install --user --name=venv --display-name "Python 3.12 (venv)"
 
+# Install latest Quarto
+RUN wget https://github.com/quarto-dev/quarto-cli/releases/download/v1.5.57/quarto-1.5.57-linux-amd64.deb
+RUN dpkg -i quarto-1.5.57-linux-amd64.deb
+
 # Expose ports for RStudio (8787) and Jupyter (8888)
 
 #WORKDIR /workspaces
@@ -54,5 +65,12 @@ EXPOSE 8888
 # Install renv globally for all users
 RUN R -e "install.packages('renv', repos='https://cran.rstudio.com/')"
 
+# Add /usr/local/bin to the PATH for all users
+ENV PATH="/usr/local/bin:$PATH"
+
+# Ensure the rstudio user's profile contains the updated PATH
+RUN echo 'export PATH="/usr/local/bin:$PATH"' >> /home/rstudio/.bashrc
+RUN usermod -aG sudo rstudio
+
 # CMD to start both Jupyter and RStudio
 #CMD ["bash", "-c", "rstudio-server start; jupyter lab --ip=0.0.0.0 --no-browser --allow-root --NotebookApp.token=''"]
diff --git a/r/install_packages.R b/r/install_packages.R
index 1741e78..29f9149 100644
--- a/r/install_packages.R
+++ b/r/install_packages.R
@@ -8,7 +8,7 @@ if (.Platform$OS.type == "unix") {
 
 
 pkgnames <- c(
-'devtools', 'DT', 
+'devtools', 'DT', 'languageserver', 'styler', 'httpgd',
 'shiny', 'shinyjs', 'shinyalert', 'shinyWidgets', 'shinythemes', 'shinycssloaders', 'shinyBS', 'shinylive',
 'dplyr','ggplot2', 'plotly', 'tidyr', 'stringr', 'logr', 'tidyverse', 
 'knitr', 'rmarkdown'
diff --git a/r/shinylive_demo/renv.lock b/r/shinylive_demo/renv.lock
index cf98a03..9fb8fd8 100644
--- a/r/shinylive_demo/renv.lock
+++ b/r/shinylive_demo/renv.lock
@@ -9,6 +9,49 @@
     ]
   },
   "Packages": {
+    "KernSmooth": {
+      "Package": "KernSmooth",
+      "Version": "2.23-24",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "stats"
+      ],
+      "Hash": "9f33a1ee37bbe8919eb2ec4b9f2473a5"
+    },
+    "MASS": {
+      "Package": "MASS",
+      "Version": "7.3-60.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "grDevices",
+        "graphics",
+        "methods",
+        "stats",
+        "utils"
+      ],
+      "Hash": "2f342c46163b0b54d7b64d1f798e2c78"
+    },
+    "Matrix": {
+      "Package": "Matrix",
+      "Version": "1.7-0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "grDevices",
+        "graphics",
+        "grid",
+        "lattice",
+        "methods",
+        "stats",
+        "utils"
+      ],
+      "Hash": "1920b2f11133b12350024297d8a4ff4a"
+    },
     "R6": {
       "Package": "R6",
       "Version": "2.5.1",
@@ -19,6 +62,51 @@
       ],
       "Hash": "470851b6d5d0ac559e9d01bb352b4021"
     },
+    "RColorBrewer": {
+      "Package": "RColorBrewer",
+      "Version": "1.1-3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "45f0398006e83a5b10b72a90663d8d8c"
+    },
+    "Rcpp": {
+      "Package": "Rcpp",
+      "Version": "1.0.13",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "methods",
+        "utils"
+      ],
+      "Hash": "f27411eb6d9c3dada5edd444b8416675"
+    },
+    "archive": {
+      "Package": "archive",
+      "Version": "1.1.9",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cli",
+        "glue",
+        "rlang",
+        "tibble"
+      ],
+      "Hash": "d26b62e131d4a8b65aba4e9554a4bf74"
+    },
+    "askpass": {
+      "Package": "askpass",
+      "Version": "1.2.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "sys"
+      ],
+      "Hash": "cad6cf7f1d5f6e906700b9d3e718c796"
+    },
     "base64enc": {
       "Package": "base64enc",
       "Version": "0.1-3",
@@ -29,6 +117,28 @@
       ],
       "Hash": "543776ae6848fde2f48ff3816d0628bc"
     },
+    "boot": {
+      "Package": "boot",
+      "Version": "1.3-30",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "graphics",
+        "stats"
+      ],
+      "Hash": "96abeed416a286d4a0f52e550b612343"
+    },
+    "brio": {
+      "Package": "brio",
+      "Version": "1.1.5",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "c1ee497a6d999947c2c224ae46799b1a"
+    },
     "bslib": {
       "Package": "bslib",
       "Version": "0.8.0",
@@ -62,6 +172,32 @@
       ],
       "Hash": "cd9a672193789068eb5a2aad65a0dedf"
     },
+    "callr": {
+      "Package": "callr",
+      "Version": "3.7.6",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "R6",
+        "processx",
+        "utils"
+      ],
+      "Hash": "d7e13f49c19103ece9e58ad2d83a7354"
+    },
+    "class": {
+      "Package": "class",
+      "Version": "7.3-22",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "MASS",
+        "R",
+        "stats",
+        "utils"
+      ],
+      "Hash": "f91f6b29f38b8c280f2b9477787d4bb2"
+    },
     "cli": {
       "Package": "cli",
       "Version": "3.6.3",
@@ -73,6 +209,99 @@
       ],
       "Hash": "b21916dd77a27642b447374a5d30ecf3"
     },
+    "cluster": {
+      "Package": "cluster",
+      "Version": "2.1.6",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "grDevices",
+        "graphics",
+        "stats",
+        "utils"
+      ],
+      "Hash": "0aaa05204035dc43ea0004b9c76611dd"
+    },
+    "codetools": {
+      "Package": "codetools",
+      "Version": "0.2-20",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "61e097f35917d342622f21cdc79c256e"
+    },
+    "colorspace": {
+      "Package": "colorspace",
+      "Version": "2.1-1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "grDevices",
+        "graphics",
+        "methods",
+        "stats"
+      ],
+      "Hash": "d954cb1c57e8d8b756165d7ba18aa55a"
+    },
+    "commonmark": {
+      "Package": "commonmark",
+      "Version": "1.9.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "5d8225445acb167abf7797de48b2ee3c"
+    },
+    "crayon": {
+      "Package": "crayon",
+      "Version": "1.5.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "grDevices",
+        "methods",
+        "utils"
+      ],
+      "Hash": "859d96e65ef198fd43e82b9628d593ef"
+    },
+    "crosstalk": {
+      "Package": "crosstalk",
+      "Version": "1.2.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R6",
+        "htmltools",
+        "jsonlite",
+        "lazyeval"
+      ],
+      "Hash": "ab12c7b080a57475248a30f4db6298c0"
+    },
+    "curl": {
+      "Package": "curl",
+      "Version": "5.2.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "d91263322a58af798f6cf3b13fd56dde"
+    },
+    "desc": {
+      "Package": "desc",
+      "Version": "1.4.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "R6",
+        "cli",
+        "utils"
+      ],
+      "Hash": "99b79fcbd6c4d1ce087f5c5c758b384f"
+    },
     "digest": {
       "Package": "digest",
       "Version": "0.6.37",
@@ -84,6 +313,29 @@
       ],
       "Hash": "33698c4b3127fc9f506654607fb73676"
     },
+    "dplyr": {
+      "Package": "dplyr",
+      "Version": "1.1.4",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "R6",
+        "cli",
+        "generics",
+        "glue",
+        "lifecycle",
+        "magrittr",
+        "methods",
+        "pillar",
+        "rlang",
+        "tibble",
+        "tidyselect",
+        "utils",
+        "vctrs"
+      ],
+      "Hash": "fedd9d00c2944ff00a0e2696ccf048ec"
+    },
     "evaluate": {
       "Package": "evaluate",
       "Version": "1.0.0",
@@ -94,6 +346,25 @@
       ],
       "Hash": "6b567375113ceb7d9f800de4dd42218e"
     },
+    "fansi": {
+      "Package": "fansi",
+      "Version": "1.0.6",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "grDevices",
+        "utils"
+      ],
+      "Hash": "962174cf2aeb5b9eea581522286a911f"
+    },
+    "farver": {
+      "Package": "farver",
+      "Version": "2.1.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "680887028577f3fa2a81e410ed0d6e42"
+    },
     "fastmap": {
       "Package": "fastmap",
       "Version": "1.2.0",
@@ -101,6 +372,16 @@
       "Repository": "CRAN",
       "Hash": "aa5e1cd11c2d15497494c5292d7ffcc8"
     },
+    "filelock": {
+      "Package": "filelock",
+      "Version": "1.0.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "192053c276525c8495ccfd523aa8f2d1"
+    },
     "fontawesome": {
       "Package": "fontawesome",
       "Version": "0.5.2",
@@ -113,6 +394,19 @@
       ],
       "Hash": "c2efdd5f0bcd1ea861c2d4e2a883a67d"
     },
+    "foreign": {
+      "Package": "foreign",
+      "Version": "0.8-86",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "methods",
+        "stats",
+        "utils"
+      ],
+      "Hash": "550170303dbb19d07b2bcc288068e7dc"
+    },
     "fs": {
       "Package": "fs",
       "Version": "1.6.4",
@@ -124,6 +418,70 @@
       ],
       "Hash": "15aeb8c27f5ea5161f9f6a641fafd93a"
     },
+    "generics": {
+      "Package": "generics",
+      "Version": "0.1.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "methods"
+      ],
+      "Hash": "15e9634c0fcd294799e9b2e929ed1b86"
+    },
+    "ggplot2": {
+      "Package": "ggplot2",
+      "Version": "3.5.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "MASS",
+        "R",
+        "cli",
+        "glue",
+        "grDevices",
+        "grid",
+        "gtable",
+        "isoband",
+        "lifecycle",
+        "mgcv",
+        "rlang",
+        "scales",
+        "stats",
+        "tibble",
+        "vctrs",
+        "withr"
+      ],
+      "Hash": "44c6a2f8202d5b7e878ea274b1092426"
+    },
+    "gh": {
+      "Package": "gh",
+      "Version": "1.4.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cli",
+        "gitcreds",
+        "glue",
+        "httr2",
+        "ini",
+        "jsonlite",
+        "lifecycle",
+        "rlang"
+      ],
+      "Hash": "fbbbc48eba7a6626a08bb365e44b563b"
+    },
+    "gitcreds": {
+      "Package": "gitcreds",
+      "Version": "0.1.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "ab08ac61f3e1be454ae21911eb8bc2fe"
+    },
     "glue": {
       "Package": "glue",
       "Version": "1.7.0",
@@ -135,6 +493,21 @@
       ],
       "Hash": "e0b3a53876554bd45879e596cdb10a52"
     },
+    "gtable": {
+      "Package": "gtable",
+      "Version": "0.3.5",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cli",
+        "glue",
+        "grid",
+        "lifecycle",
+        "rlang"
+      ],
+      "Hash": "e18861963cbc65a27736e02b3cd3c4a0"
+    },
     "highr": {
       "Package": "highr",
       "Version": "0.11",
@@ -146,6 +519,20 @@
       ],
       "Hash": "d65ba49117ca223614f71b60d85b8ab7"
     },
+    "hms": {
+      "Package": "hms",
+      "Version": "1.1.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "lifecycle",
+        "methods",
+        "pkgconfig",
+        "rlang",
+        "vctrs"
+      ],
+      "Hash": "b59377caa7ed00fa41808342002138f9"
+    },
     "htmltools": {
       "Package": "htmltools",
       "Version": "0.5.8.1",
@@ -162,29 +549,98 @@
       ],
       "Hash": "81d371a9cc60640e74e4ab6ac46dcedc"
     },
-    "jquerylib": {
-      "Package": "jquerylib",
-      "Version": "0.1.4",
+    "htmlwidgets": {
+      "Package": "htmlwidgets",
+      "Version": "1.6.4",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
-        "htmltools"
+        "grDevices",
+        "htmltools",
+        "jsonlite",
+        "knitr",
+        "rmarkdown",
+        "yaml"
       ],
-      "Hash": "5aab57a3bd297eee1c1d862735972182"
+      "Hash": "04291cc45198225444a397606810ac37"
     },
-    "jsonlite": {
-      "Package": "jsonlite",
-      "Version": "1.8.9",
+    "httpuv": {
+      "Package": "httpuv",
+      "Version": "1.6.15",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
-        "methods"
+        "R",
+        "R6",
+        "Rcpp",
+        "later",
+        "promises",
+        "utils"
       ],
-      "Hash": "4e993b65c2c3ffbffce7bb3e2c6f832b"
+      "Hash": "d55aa087c47a63ead0f6fc10f8fa1ee0"
     },
-    "knitr": {
-      "Package": "knitr",
-      "Version": "1.48",
+    "httr2": {
+      "Package": "httr2",
+      "Version": "1.0.4",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "R6",
+        "cli",
+        "curl",
+        "glue",
+        "lifecycle",
+        "magrittr",
+        "openssl",
+        "rappdirs",
+        "rlang",
+        "vctrs",
+        "withr"
+      ],
+      "Hash": "836e9564fbeca3bb390bb429a53cd401"
+    },
+    "ini": {
+      "Package": "ini",
+      "Version": "0.3.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "6154ec2223172bce8162d4153cda21f7"
+    },
+    "isoband": {
+      "Package": "isoband",
+      "Version": "0.2.7",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "grid",
+        "utils"
+      ],
+      "Hash": "0080607b4a1a7b28979aecef976d8bc2"
+    },
+    "jquerylib": {
+      "Package": "jquerylib",
+      "Version": "0.1.4",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "htmltools"
+      ],
+      "Hash": "5aab57a3bd297eee1c1d862735972182"
+    },
+    "jsonlite": {
+      "Package": "jsonlite",
+      "Version": "1.8.9",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "methods"
+      ],
+      "Hash": "4e993b65c2c3ffbffce7bb3e2c6f832b"
+    },
+    "knitr": {
+      "Package": "knitr",
+      "Version": "1.48",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -198,6 +654,104 @@
       ],
       "Hash": "acf380f300c721da9fde7df115a5f86f"
     },
+    "labeling": {
+      "Package": "labeling",
+      "Version": "0.4.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "graphics",
+        "stats"
+      ],
+      "Hash": "b64ec208ac5bc1852b285f665d6368b3"
+    },
+    "later": {
+      "Package": "later",
+      "Version": "1.3.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "Rcpp",
+        "rlang"
+      ],
+      "Hash": "a3e051d405326b8b0012377434c62b37"
+    },
+    "lattice": {
+      "Package": "lattice",
+      "Version": "0.22-6",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "grDevices",
+        "graphics",
+        "grid",
+        "stats",
+        "utils"
+      ],
+      "Hash": "cc5ac1ba4c238c7ca9fa6a87ca11a7e2"
+    },
+    "lazyeval": {
+      "Package": "lazyeval",
+      "Version": "0.2.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "d908914ae53b04d4c0c0fd72ecc35370"
+    },
+    "leaflet": {
+      "Package": "leaflet",
+      "Version": "2.2.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "RColorBrewer",
+        "crosstalk",
+        "htmltools",
+        "htmlwidgets",
+        "jquerylib",
+        "leaflet.providers",
+        "magrittr",
+        "methods",
+        "png",
+        "raster",
+        "scales",
+        "sp",
+        "stats",
+        "viridisLite",
+        "xfun"
+      ],
+      "Hash": "ca012d4a706e21ce217ba15f22d402b2"
+    },
+    "leaflet.extras": {
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@@ -211,6 +765,23 @@
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@@ -222,6 +793,23 @@
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@@ -232,6 +820,213 @@
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@@ -242,6 +1037,20 @@
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@@ -286,6 +1095,19 @@
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@@ -300,6 +1122,241 @@
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@@ -310,6 +1367,59 @@
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@@ -323,12 +1433,31 @@
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 }