 It found that Biden actually gained a point from last month's marriage survey when it was forty nine, forty nine dead heat between him and Trump. Now it's Biden ever so narrowly ahead, 50 to 48. Biden does slip a little when third parties are introduced with Trump ahead by just one point. But listen to what we're talking about here. Two points, one point. All of that is within the polls margin of error as this race has been the entire time. And that's maybe the biggest conclusion here.