Ok, I am still learning my way around the blogging world. Today I accidentally deleted all the comments on my blogs. So if you notice they are gone well it was an oops. I thought I was deleting the notifications instead of the actually comments.
Lesson learned. If they ask if you are sure you want to delete as this action is not reversible. Then DON'T DO IT!