the katie meier than estimates, but that includes some of the cost to get the committee public.pany went public through a direct listing a month ago. in terms of a mismatch of all of the results being in line with and the and estimates, negative share price reaction. i think some of it comes down to a recent of expectations. folks expecting spotify to beat its guidance on paid users and premium subscribers 75 million was in line with the guidance. butaps looking for more, with this company specifically at spotify going public through direct listing, was a situation where basically they opened up the floor on day one of trading for all existing shareholders to sell. my sources that we have the time not as many shareholders did sell. 12 we see the stocks climb to 15% from that open price. i think if you are an investor now might be the time to do it. given the 5% selloff aftermarket on these decently good results, and be some of the profit taking is what is going on here. paul: how much of a cautionary tale is pandora? with ken spotify due to avoid the same fate? spotify can conti