i think that this isa, i'm sure this comet will expandout as we see more of these. But i think it really demonstrates something that we've really observed, which is that note books are not like, they're just like exel in many ways. Some people using notebooks are people who've never written any pike on code before in their life. And some people are 75 year old developers who only use the terminal and if you show them anything else, they'll try and fight you, right? So it's you. I tin sole agree. Ye tas he t a great analysis. You can kind of imagine thog. It's really, in some ways,