diff --git a/CHANGELOG.md b/CHANGELOG.md
index 4b34aa0..b1473b8 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -8,19 +8,19 @@
 
 - changing the phrasing of running cells to knit the file, which was confusing earlier
   - feedback from: milestone 1 feedback
-  - recorded change: https://github.com/UBC-MDS/speed_dating_analysis/pull/68
     - <img width="332" alt="image" src="https://github.com/UBC-MDS/speed_dating_analysis/assets/143786716/f4562520-4d3d-43ee-94ee-094b7e7d9a86">
+  - recorded change: https://github.com/UBC-MDS/speed_dating_analysis/pull/68
 
 - changing the readme file wording, we were given feedback we were not clear with how to open the project and activate renv
   - feedback from: milestone 1 feedback
-  - recorded change: https://github.com/UBC-MDS/speed_dating_analysis/pull/65
     - <img width="327" alt="image" src="https://github.com/UBC-MDS/speed_dating_analysis/assets/143786716/52d094f0-1a9d-4c30-aaaf-2d5cf22c0054">
+  - recorded change: https://github.com/UBC-MDS/speed_dating_analysis/pull/65
 
 - changing the readme file wording, we were given feedback we were not clear with how to open the project and activate renv
   - feedback from: milestone 2 feedback
-  - recorded change:  https://github.com/UBC-MDS/speed_dating_analysis/pull/96
     - <img width="303" alt="image" src="https://github.com/UBC-MDS/speed_dating_analysis/assets/143786716/87dddb92-56c3-4d45-8482-8409babae848">
     - <img width="317" alt="image" src="https://github.com/UBC-MDS/speed_dating_analysis/assets/143786716/9637add1-7109-4360-acbd-de1c2756c64f">
+  - recorded change:  https://github.com/UBC-MDS/speed_dating_analysis/pull/96
 
 - updated license: branch update_license
   - commit [[ad3b4d8]](https://github.com/UBC-MDS/speed_dating_analysis/commit/ad3b4d8c97a3397d4ce083df57b2e731987a2bf4)
@@ -72,5 +72,6 @@
 
 - Updated README's developer notes to include instructions for running tests
   - commit: https://github.com/UBC-MDS/speed_dating_analysis/commit/ff94063e1dc9da955d0a937d3ef4a1f674a3ca52
-  - feedback: ![image](https://github.com/UBC-MDS/speed_dating_analysis/assets/7615983/9ba854fe-e803-43a4-925b-0c85be444b86)
+  - feedback from gradescope
+    - ![image](https://github.com/UBC-MDS/speed_dating_analysis/assets/7615983/9ba854fe-e803-43a4-925b-0c85be444b86)