Yeah, so circling back to the causation of that statistic that you mentioned, I don't know if this was different for you guys, but for me personally, and I don't know if this is a Texas thing, but like growing up people are like, you're pretty go be pretty and sing, you know, and I just never considered that a job in music tech and music production specifically was even an option, like it just wasn't pitched to me and I feel like that's pretty common and that's the reason that this statistic is so shockingly low is that production, music production as a profession, it just wasn't pitched to women in our generation.