Frederick: It's almost like we made the whole planning of the show too complicated. I've been in the industry for over a decade by now. And one thing that I've always observed is people have preconceptions about what analysts do and that goes both for the business side and also for the analyst side. So yeah, this could be a real short episode. It's going to be super simple, yeah, just do this. Frederick: There are there are very complex aspects of analytics.

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