diff --git a/_data/discussions.yml b/_data/discussions.yml
index 82f045d..a9de055 100644
--- a/_data/discussions.yml
+++ b/_data/discussions.yml
@@ -20,9 +20,11 @@ discussions:
   - title: Array Operations & Table Methods
     link: https://drive.google.com/drive/folders/1ISFmBWdEdeIFgRWXeKHiejL14TAf8Kl1?usp=drive_link
     date: 2026-07-10
-  - slug: quiz-1
+  - title: Quiz 1 Retros
+    link: https://easyretro.io/publicboard/dpdLysoRBJgS0TSPiKLZDVEgc1W2/af8b6732-8d51-4b46-97eb-c03c4307b067
     date: 2026-07-17
-  - slug: tables-variables
+  - title: Data Visualization
+    link: https://drive.google.com/drive/folders/1Zn57ZB7FFRF7etOUHa0lSkdGC-uEmusE?usp=drive_link
     date: 2026-07-17
   - slug: gini-coef
     date: 2026-07-24