diff --git a/.github/workflows/_old_main.yaml b/.github/workflows/_old_main.yaml
new file mode 100644
index 0000000..51ff7bd
--- /dev/null
+++ b/.github/workflows/_old_main.yaml
@@ -0,0 +1,47 @@
+# on:
+#   workflow_dispatch:
+#   push:
+#     branches:
+#       [main]
+#   pull_request:
+# name: Quarto Publish
+# jobs:
+#   bookdown:
+#     name: GH-Pages
+#     runs-on: ubuntu-latest
+#     permissions:
+#       contents: write
+#       statuses: write
+#     steps:
+#       - uses: actions/checkout@v3
+#       - uses: julia-actions/setup-julia@v2
+#       - uses: julia-actions/cache@v2
+#       - name: Set up custom Julia dependencies
+#         run: |
+#           using Pkg
+#           Pkg.activate("quarto"; shared = true)
+#           # TODO: QuartoNotebookRunner does not support execute-dir yet, but this PR does.
+#           Pkg.add(url = "https://github.com/asinghvi17/QuartoNotebookRunner.jl", rev = "as/execute-dir")
+#           Pkg.instantiate()
+#           Pkg.activate(".")
+#           Pkg.add([
+#             # TODO: DimensionalData v0.28 is not compatible with Rasters latest version,
+#             # and has Makie fixes that we need for the book, otherwise plotting errors out.
+#             # These can be removed after Rasters.jl's new breaking version.
+#             PackageSpec(url = "https://github.com/asinghvi17/Rasters.jl", rev = "as/dd28"),
+#             PackageSpec(url = "https://github.com/rafaqz/DimensionalData.jl", rev = "main"),
+#           ])
+#         shell: julia {0}
+#       - uses: julia-actions/julia-buildpkg@v1
+
+#       - name: Set up Quarto
+#         uses: quarto-dev/quarto-actions/setup@v2
+#         env:
+#           QUARTO_JULIA_PROJECT: "@quarto"
+
+#       - name: Render and Publish
+#         run: julia helpers/deploy_with_preview.jl
+#         env:
+#           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+#           QUARTO_JULIA_PROJECT: "@quarto"
+#           DATAFRAMES_ROWS: "6"
diff --git a/.github/workflows/main.yaml b/.github/workflows/main.yaml
index 51ff7bd..1f8ea2c 100644
--- a/.github/workflows/main.yaml
+++ b/.github/workflows/main.yaml
@@ -1,47 +1,47 @@
-# on:
-#   workflow_dispatch:
-#   push:
-#     branches:
-#       [main]
-#   pull_request:
-# name: Quarto Publish
-# jobs:
-#   bookdown:
-#     name: GH-Pages
-#     runs-on: ubuntu-latest
-#     permissions:
-#       contents: write
-#       statuses: write
-#     steps:
-#       - uses: actions/checkout@v3
-#       - uses: julia-actions/setup-julia@v2
-#       - uses: julia-actions/cache@v2
-#       - name: Set up custom Julia dependencies
-#         run: |
-#           using Pkg
-#           Pkg.activate("quarto"; shared = true)
-#           # TODO: QuartoNotebookRunner does not support execute-dir yet, but this PR does.
-#           Pkg.add(url = "https://github.com/asinghvi17/QuartoNotebookRunner.jl", rev = "as/execute-dir")
-#           Pkg.instantiate()
-#           Pkg.activate(".")
-#           Pkg.add([
-#             # TODO: DimensionalData v0.28 is not compatible with Rasters latest version,
-#             # and has Makie fixes that we need for the book, otherwise plotting errors out.
-#             # These can be removed after Rasters.jl's new breaking version.
-#             PackageSpec(url = "https://github.com/asinghvi17/Rasters.jl", rev = "as/dd28"),
-#             PackageSpec(url = "https://github.com/rafaqz/DimensionalData.jl", rev = "main"),
-#           ])
-#         shell: julia {0}
-#       - uses: julia-actions/julia-buildpkg@v1
+on:
+  workflow_dispatch:
+  push:
+    branches:
+      [main]
+name: Quarto Publish
+jobs:
+  quarto:
+    name: GH-Pages
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write
+      statuses: write
+    env:
+      QUARTO_JULIA_PROJECT: "@quarto"
+    steps:
+      - uses: actions/checkout@v3
+      - uses: julia-actions/setup-julia@v2
+      - uses: julia-actions/cache@v2
+      - name: Set up custom Julia dependencies
+        run: |
+          using Pkg
+          Pkg.activate("quarto"; shared = true)
+          # TODO: QuartoNotebookRunner does not support execute-dir yet, but this PR does.
+          Pkg.add(url = "https://github.com/asinghvi17/QuartoNotebookRunner.jl", rev = "as/execute-dir")
+          Pkg.instantiate()
+          Pkg.activate(".")
+          Pkg.add([
+            # TODO: DimensionalData v0.28 is not compatible with Rasters latest version,
+            # and has Makie fixes that we need for the book, otherwise plotting errors out.
+            # These can be removed after Rasters.jl's new breaking version.
+            PackageSpec(url = "https://github.com/asinghvi17/Rasters.jl", rev = "as/dd28"),
+            PackageSpec(url = "https://github.com/rafaqz/DimensionalData.jl", rev = "main"),
+          ])
+        shell: julia {0}
+      - uses: julia-actions/julia-buildpkg@v1
 
-#       - name: Set up Quarto
-#         uses: quarto-dev/quarto-actions/setup@v2
-#         env:
-#           QUARTO_JULIA_PROJECT: "@quarto"
+      - name: Set up Quarto
+        uses: quarto-dev/quarto-actions/setup@v2
+        env:
+          QUARTO_JULIA_PROJECT: "@quarto"
 
-#       - name: Render and Publish
-#         run: julia helpers/deploy_with_preview.jl
-#         env:
-#           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-#           QUARTO_JULIA_PROJECT: "@quarto"
-#           DATAFRAMES_ROWS: "6"
+      - name: Render and Publish 
+        uses: quarto-dev/quarto-actions/publish@v2
+        with:
+          target: netlify
+          NETLIFY_AUTH_TOKEN: ${{ secrets.NETLIFY_AUTH_TOKEN }}
diff --git a/.github/workflows/main_new.yaml b/.github/workflows/main_new.yaml
deleted file mode 100644
index de9bc80..0000000
--- a/.github/workflows/main_new.yaml
+++ /dev/null
@@ -1,45 +0,0 @@
-on:
-  workflow_dispatch:
-  push:
-    branches:
-      [main]
-name: Quarto Publish
-jobs:
-  quarto:
-    name: GH-Pages
-    runs-on: ubuntu-latest
-    permissions:
-      contents: write
-      statuses: write
-    steps:
-      - uses: actions/checkout@v3
-      - uses: julia-actions/setup-julia@v2
-      - uses: julia-actions/cache@v2
-      - name: Set up custom Julia dependencies
-        run: |
-          using Pkg
-          Pkg.activate("quarto"; shared = true)
-          # TODO: QuartoNotebookRunner does not support execute-dir yet, but this PR does.
-          Pkg.add(url = "https://github.com/asinghvi17/QuartoNotebookRunner.jl", rev = "as/execute-dir")
-          Pkg.instantiate()
-          Pkg.activate(".")
-          Pkg.add([
-            # TODO: DimensionalData v0.28 is not compatible with Rasters latest version,
-            # and has Makie fixes that we need for the book, otherwise plotting errors out.
-            # These can be removed after Rasters.jl's new breaking version.
-            PackageSpec(url = "https://github.com/asinghvi17/Rasters.jl", rev = "as/dd28"),
-            PackageSpec(url = "https://github.com/rafaqz/DimensionalData.jl", rev = "main"),
-          ])
-        shell: julia {0}
-      - uses: julia-actions/julia-buildpkg@v1
-
-      - name: Set up Quarto
-        uses: quarto-dev/quarto-actions/setup@v2
-        env:
-          QUARTO_JULIA_PROJECT: "@quarto"
-
-      - name: Render and Publish 
-        uses: quarto-dev/quarto-actions/publish@v2
-        with:
-          target: netlify
-          NETLIFY_AUTH_TOKEN: ${{ secrets.NETLIFY_AUTH_TOKEN }}
\ No newline at end of file
diff --git a/.github/workflows/pr.yaml b/.github/workflows/pr.yaml
index e170eb2..3976991 100644
--- a/.github/workflows/pr.yaml
+++ b/.github/workflows/pr.yaml
@@ -13,6 +13,8 @@ jobs:
       statuses: write
       pull-requests: write
       deployments: write
+    env:
+      QUARTO_JULIA_PROJECT: "@quarto"
     steps:
       - uses: actions/checkout@v3
       - uses: julia-actions/setup-julia@v2
diff --git a/chapters/01-spatial-data.qmd b/chapters/01-spatial-data.qmd
index dac29fa..44af128 100644
--- a/chapters/01-spatial-data.qmd
+++ b/chapters/01-spatial-data.qmd
@@ -20,7 +20,7 @@ mkpath("output")
 ## Introduction
 ```{julia}
 using GeoDataFrames
-df = GeoDataFrames.read("../data/world.gpkg")
+df = GeoDataFrames.read("data/world.gpkg")
 ```
 
 ```{julia}