So, the issue is in the general ubuntu software store application, I do no know the exact package information, and did not want to risk getting it wrong.
Every time I go to remove an app from within the store, it registers the click, and seems to be working, but then it reloads the page that has all of my installed apps, and then I find the packages STILL there. Sometimes when I remove a package, and the page reloads there is a chance that one of 3 things will happen.
1. The package goes away without any issues
2. the package stays, but the button that I clicked to remove it says 'install'. I assume that is an issue, or some sort of feature to offer reinstallation of the app.
3. The package stays, and still says 'remove' next to it. I think this is the most annoying situation because as mentioned earlier, the page reloads, and when it does that, it puts me back at the very top of the list. So then I have to scroll back down to the app and find that it didn't even go away.
I guess it missed the fact that this has no affiliation to ubuntu-docs, but the ubuntu software store.