diff --git a/_modules/week-02.md b/_modules/week-02.md
index 4f95541..f386868 100644
--- a/_modules/week-02.md
+++ b/_modules/week-02.md
@@ -7,7 +7,7 @@ Sep 3
 : **Lecture 2**{: .label .label-lecture} [Pandas I](lecture/lec02)
     : [Note 2](https://ds100.org/course-notes/pandas_1/pandas_1.html)
 : **Discussion 1**{: .label .label-disc } [Prerequisites](https://drive.google.com/file/d/1Z3U5wugtK6dubeWCPKWlM8A8ZCQAI65i/view?usp=sharing){:target="_blank"}
-    : [Minilecture](https://youtu.be/qXR-x19KT5w?si=rFeg-ZMmwieZQkml)
+    : [Mini-Lecture](https://youtu.be/qXR-x19KT5w?si=rFeg-ZMmwieZQkml)
 
 
 Sep 5