Splus plus was first. Python was second, Jobba was third, and then there was a bunch of french languages. The top three were s sharp, pascold and cotland. And ye, you can see a full list if you go watch the pycon talk. Ye, it definitely matters what you're tring to solve for. Are you optimizing execution time or developer time in this competition? Rate? It's pretty neat. All right? Well, let's just talk a little bit about rapids, because i know that people out there are galota data scientists,. We did mention a tiny bit that its basically cake handas data frames apply, something like that