Fixes to data science pages

.pre-commit-config.yaml

@@ -16,7 +16,7 @@ repos:
     hooks:
       - id: codespell
         args: [--toml, pyproject.toml, --ignore-words=.codespell-ignore.txt]
-        exclude: (styles|.devcontainer|.quarto|.venv|.vscode|_site|_freeze|\.lock$)
+        exclude: (styles|.devcontainer|.quarto|.venv|.vscode|_site|_freeze|\.lock$|\.svg$)
         additional_dependencies:
           - tomli
   - repo: https://github.com/google/yamlfmt

_quarto.yml

@@ -253,20 +253,6 @@ website:
         contents:
           - text: "About Data Science"
             href: ./data-science/index.qmd
-          - section: "Web Scraping"
-            contents:
-              - text: "Introduction to Web Scraping"
-                href: ./data-science/webscraping/index.qmd
-              - text: "Getting Started with Gazpacho"
-                href: ./data-science/webscraping/gazpacho-basics.qmd
-              - text: "Making HTTP Requests"
-                href: ./data-science/webscraping/getting-data.qmd
-              - text: "Parsing HTML with Soup"
-                href: ./data-science/webscraping/parsing-soup.qmd
-              - text: "Integration with Pandas"
-                href: ./data-science/webscraping/pandas-integration.qmd
-              - text: "Advanced Selection"
-                href: ./data-science/webscraping/strict-attributes.qmd
           - section: "Python Data Analysis"
             contents:
               - text: "Introduction to Python"
@@ -301,6 +287,20 @@ website:
                 href: ./data-science/data-analysis/data-frames.qmd
               - text: "Plotting"
                 href: ./data-science/data-analysis/plotting.qmd
+          - section: "Web Scraping"
+            contents:
+              - text: "Introduction to Web Scraping"
+                href: ./data-science/webscraping/index.qmd
+              - text: "Getting Started with Gazpacho"
+                href: ./data-science/webscraping/gazpacho-basics.qmd
+              - text: "Making HTTP Requests"
+                href: ./data-science/webscraping/getting-data.qmd
+              - text: "Parsing HTML with Soup"
+                href: ./data-science/webscraping/parsing-soup.qmd
+              - text: "Integration with Pandas"
+                href: ./data-science/webscraping/pandas-integration.qmd
+              - text: "Advanced Selection"
+                href: ./data-science/webscraping/strict-attributes.qmd
           - section: "Data Visualization"
             contents:
               - text: "Introduction to Visualization"