 Yeah, and Marianne, thanks so much for having me on. It's great to be here with you to talk about this. These are the details that matter. This is what kind of helps us see how do we as a party improve in the future and what are the details that matter in winning a primary election. So as I looked over the data, I looked at a few different specific aspects to kind of analyze it.