Structuring our metric trees for wider consumption

Justin's asking, can you explain a bit more about how metric how the metric was structured? How did it did you have lots of iterations? Because you you mentioned there, Matthew, for example, that you you filtered by country, but you could have split revenue by country as the first level. Does that matter? Did it did he did that was that a bit was that one of the things you had to think through, like, one of the one of the splits that you're doing it by? Yeah. So the the original idea of the metrics tree, of course, we mentioned a few times just to keep it a bit simpler for someone to come in to to take to grasp. And we thought about splitting it by a few different things, and we do have versions which have split sets. But, ultimately, when we have too many splits that are coming from, you know, over I don't know how many countries we have. Over, yeah, over fifty countries, you know, then then it makes hundred and seventy, I think, in this section. Crazy. So as soon as that happens, then it kinda takes away from what the metrics she's trying to, trying to do. And, ultimately, as a as a data scientist, it was very easy for us to come and come and filter it. And all we have are other kind of methods to to then quickly identify what's going wrong in what region and then filter as needed rather than giving everyone too much data and then asking them to just just sift through from there.