Answer
The answer is Orleans Parish, encompassing the city of New Orleans. Kennedy's main contender in the election, Republican Eddie Rispone, won Orleans Parish. This marks a historic shift, as historically Orleans Parish has been a Democratic stronghold. Kennedy has not publicly addressed this loss.