diff --git a/_quarto.yml b/_quarto.yml
index f5a1a96..3bfea93 100644
--- a/_quarto.yml
+++ b/_quarto.yml
@@ -96,9 +96,9 @@ website:
           - statistics-production/user-analytics.qmd
       - section: "Writing and visualising"
         contents:
+          - writing-visualising/dashboards.qmd
           - writing-visualising/visualising.qmd
           - writing-visualising/writing.qmd
-          - writing-visualising/dashboards.qmd
       - section: "Reproducible Analytical Pipelines (RAP)"
         contents: 
           - RAP/rap-expectations.qmd
diff --git a/index.qmd b/index.qmd
index 1203bfa..bb5a515 100644
--- a/index.qmd
+++ b/index.qmd
@@ -19,7 +19,7 @@ We hope it can prove a useful community driven resource for everyone from the mo
 
 ## Learning and development
 
-[General resources](learning-development/learning-support.html)
+[Learning support](learning-development/learning-support.html)
 - Useful learning resources, and support to get you started
 
 [SQL](learning-development/sql.html)
@@ -37,7 +37,7 @@ We hope it can prove a useful community driven resource for everyone from the mo
 
 ## Statistics production
 
-[How to publish](statistics-production/pub.html)
+[Routes for publishing](statistics-production/pub.html)
 - Guidance for how to publish different types of statistics
 
 [RAP in statistics](RAP/rap-statistics.html)
@@ -46,7 +46,7 @@ We hope it can prove a useful community driven resource for everyone from the mo
 [Open data standards](statistics-production/ud.html)
 - Guidance on how to structure data files
 
-[Using EES](statistics-production/ees.html)
+[Explore Education Statistics (EES)](statistics-production/ees.html)
 - How to use the features in Explore Education Statistics
 
 [Good examples in EES](statistics-production/examples.html)
@@ -64,7 +64,7 @@ We hope it can prove a useful community driven resource for everyone from the mo
 [EES analytics](statistics-production/user_analytics.html)
 - Understanding how users are interacting with your publications
 
-## Visualising data
+## Writing and visualising
 
 [Public dashboards](writing-visualising/dashboards.html)
 - Guidance for publishing public facing statistics dashboards
@@ -86,15 +86,15 @@ We hope it can prove a useful community driven resource for everyone from the mo
 [RAP FAQs](RAP/rap-faq.html)
 - Frequently asked questions about RAP
 
-[RAP in statistics](RAP/rap-statistics.html)
+[RAP for Statistics](RAP/rap-statistics.html)
 - Detailed RAP guidance for statistics publications
 
 ## Analytical Data Access (ADA) and Databricks
 
-[ADA and Databricks](ADA/ada.html)
+[Analytical Data Access (ADA) and Databricks](ADA/ada.html)
 - Guidance for analysts on how to interact with and use data stored in ADA using Databricks
 
-[Using RStudio with Databricks](ADA/databricks_rstudio.html)
+[Setup Databricks with RStudio](ADA/databricks_rstudio.html)
 - Guidance for analysts on how to connect to Databricks from RStudio.
 
 ## Contact us
diff --git a/statistics-production/ees.qmd b/statistics-production/ees.qmd
index 45522e3..1c62ee4 100644
--- a/statistics-production/ees.qmd
+++ b/statistics-production/ees.qmd
@@ -1,8 +1,8 @@
 ---
-title: "Explore Education Statistics"
+title: "Explore Education Statistics (EES)"
 ---
 
-<p class="text-muted">Guidance for how to use the features in the Explore Education Statistics platform</p>
+<p class="text-muted">Guidance for how to use the features in the Explore Education Statistics (EES) platform</p>
 
 ---
 
diff --git a/statistics-production/pub.qmd b/statistics-production/pub.qmd
index 7ba4e66..aa731e5 100644
--- a/statistics-production/pub.qmd
+++ b/statistics-production/pub.qmd
@@ -1,5 +1,5 @@
 ---
-title: "Publication checklists"
+title: "Routes for publishing"
 ---
 
 <p class="text-muted">Guidance for how to publish different types of statistics</p>
diff --git a/writing-visualising/writing.qmd b/writing-visualising/writing.qmd
index cb07057..f0a174d 100644
--- a/writing-visualising/writing.qmd
+++ b/writing-visualising/writing.qmd
@@ -15,7 +15,9 @@ Commentary should do much more than just describe the statistics in words. It sh
 
 Clear, insightful and professionally sound commentary supports informed decision-making and democratic debate.
 
-> Statistics and data should be presented clearly, explained meaningfully and provide authoritative insights that serve the public good. (Code of Practice for Statistics, United Kingdom (UK) Statistics Authority, 2018)
+> Statistics and data should be presented clearly, explained meaningfully and provide authoritative insights that serve the public good.
+>
+> ([Code of Practice for Statistics, V3: Clarity and insight, United Kingdom (UK) Statistics Authority, 2018](https://code.statisticsauthority.gov.uk/the-code/value/v3-clarity-and-insight/))
 
 ---