diff --git a/docs/users/hubs/data100.qmd b/docs/users/hubs/data100.qmd
index 881f0db46..451502dc0 100644
--- a/docs/users/hubs/data100.qmd
+++ b/docs/users/hubs/data100.qmd
@@ -1,6 +1,7 @@
 ---
 title: Data 100
 categories:
+  - course
   - jupyterlab
   - otter-grader
   - shared-folders
diff --git a/docs/users/hubs/data102.qmd b/docs/users/hubs/data102.qmd
index 9364ff950..326f0442e 100644
--- a/docs/users/hubs/data102.qmd
+++ b/docs/users/hubs/data102.qmd
@@ -1,6 +1,7 @@
 ---
 title: Data 102
 categories:
+  - course
   - jupyterlab
   - otter-grader
   - shared-folders
diff --git a/docs/users/hubs/prob140.qmd b/docs/users/hubs/prob140.qmd
index a8e7101c8..c8555f768 100644
--- a/docs/users/hubs/prob140.qmd
+++ b/docs/users/hubs/prob140.qmd
@@ -1,6 +1,7 @@
 ---
 title: Prob 140
 categories:
+  - course
   - jupyterlab
   - vscode
 ---
diff --git a/docs/users/hubs/shiny.qmd b/docs/users/hubs/shiny.qmd
index 88a97b6ec..44c70a70e 100644
--- a/docs/users/hubs/shiny.qmd
+++ b/docs/users/hubs/shiny.qmd
@@ -6,4 +6,4 @@ categories:
   - shiny
 ---
 
-[r.datahub.berkeley.edu](https://r.datahub.berkeley.edu) uses the same user environment as the main datahub, however it launches RStudio by default instead of JupyterLab. As with the main datahub, people can use R or Python in either authoring environment.
+[shiny.datahub.berkeley.edu](https://shiny.datahub.berkeley.edu) contains the Shiny application services and it launches by default instead of JupyterLab or RSutdio.
diff --git a/docs/users/hubs/stat159.qmd b/docs/users/hubs/stat159.qmd
index b933b8291..ea559dd3a 100644
--- a/docs/users/hubs/stat159.qmd
+++ b/docs/users/hubs/stat159.qmd
@@ -1,8 +1,10 @@
 ---
 title: Stat 159
 categories:
+  - course
   - jupyterlab
   - rtc 
+  - shared-folders
   - vscode
 aliases:
   - ../../admins/deployments/stat159.html
diff --git a/docs/users/hubs/stat20.qmd b/docs/users/hubs/stat20.qmd
index 60a43c201..eef7d9907 100644
--- a/docs/users/hubs/stat20.qmd
+++ b/docs/users/hubs/stat20.qmd
@@ -1,9 +1,11 @@
 ---
 title: Stat 20
 categories:
+  - course
   - jupyterlab
   - quarto 
   - rstudio 
+  - shared-folders
   - shiny 
 ---