diff --git a/README.md b/README.md
index 0656df8..a691786 100644
--- a/README.md
+++ b/README.md
@@ -6,7 +6,7 @@ The official RPI course catalog is well-known for being a garbage fire.
 Just about every piece of information that it gives for a course can be inaccurate.
 
 Oftentimes, the prerequisites are wrong, the times that the course is offered is wrong ("Spring annually"/etc),
-and worst of all many courses still listed in the catalog haven't been offered in years and effectively no longer exist (e.g. [CHEM-4330](https://catalog.rpi.edu/preview_course.php?catoid=24&coid=51428) hasn't been offered since 2013).
+and worst of all many courses still listed in the catalog haven't been offered in years and effectively no longer exist (e.g. [CHEM-4330](https://catalog.rpi.edu/preview_course.php?catoid=24&coid=51428), which is still listed as "Fall anually," hasn't been offered since 2013: see [CHEM-4330's Quatalog page](https://quatalog.com/courses/CHEM-4330)).
 
 The Quatalog aims to make course planning easier by providing accurate prerequiste data and data for when a
 given course was offered in the past, as well as data for how many students were enrolled in the course,
@@ -14,6 +14,6 @@ and the professor(s) teaching during a given semester.
 
 The name comes from [QuACS](https://github.com/quacs/quacs), which is the [source of data](https://github.com/quacs/quacs-data) for this project. I have also contributed to QuACS a bit (primarily their SIS scraper; I was not interested in writing my own which is why we use their data) while working on the Quatalog.
 
-This is the main quatalog repo, which includes the data scraper (converts quacs-data into the quatalog's data format). To see the data for this project, see the [data repo](https://github.com/quatalog/data), and to see the static site, see the [site repo](https://github.com/quatalog/site).
+This is the main quatalog repo, which includes the data scraper (converts QuACS data into the Quatalog's data format). To see the data for this project, see the [data repo](https://github.com/quatalog/data), and to see the static site, see the [site repo](https://github.com/quatalog/site).
 
 The Quatalog project is a memeber of the [Rensselaer Center for Open Source (RCOS)](https://rcos.io).