The Battles of Shiloh , Bull Run ( Second ) , Antietam , Stones River and Chancellorsville all have very similar casualty counts , between 22.5 and 24 thousand casualties each , although it should be noted that the Battle of Antietam took place in a single day , and with 22,717 casualties it is the bloodiest day in US history .