diff --git a/_data/discussions.yml b/_data/discussions.yml
index a9de055..221f756 100644
--- a/_data/discussions.yml
+++ b/_data/discussions.yml
@@ -26,9 +26,11 @@ discussions:
   - title: Data Visualization
     link: https://drive.google.com/drive/folders/1Zn57ZB7FFRF7etOUHa0lSkdGC-uEmusE?usp=drive_link
     date: 2026-07-17
-  - slug: gini-coef
+  - title: UC Berkeley Graduate Admissions Data
+    link: https://drive.google.com/drive/folders/1YdeOJoEjc0VxbBGTxAtQEuaQg97l5xkr?usp=drive_link
     date: 2026-07-24
-  - slug: viz-alg-bias
+  - title: Quiz 2 Review
+    link: https://drive.google.com/drive/folders/1aGN5n7CwV9Yuw9Ho7WqDckmQ9pNPCypV?usp=drive_link
     date: 2026-07-24
   - slug: control
     date: 2026-07-31