How can I get rid of the Bookmarks, Favorites Bar, News, Mac, Kids, etc. side bar on my iMac?

[iMore Question]

I clicked on something, can't remember what, and this side bar appeared. It is very interesting but I don't need it on a regular basis and I do not want it on my screen.