The heading "Recent site activity" appears on the left below the links sidebar. If you click the "View All" link at the bottom of that list, you can see a complete list of all the  changes made and by whom, with links to the pages concerned. There is more than one page of these so if you haven't been around for a while, you can click through the older pages (links at the bottom) to see what happened for quite a while back.