How can I remove annoying Facebook and Twitter icons from side of Safari pages

Im reposting this question in the hopes of finding the answer.

When I open a page in Safari, there is a bar to the left side that obscures some of the text on the page. It contains icons for different ways of sharing a page, such as Facebook, tweet etc. I would like to make them go away. But they seem stuck there.