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[Music] all right welcome back everyone im nick this is swiffle thinking it is like 5 a.m here so i know i look really tired but were gonna get past that in this video were gonna look at advanced combine pipelines so most of the time when weve used combine so far weve just fetched some data and came back with an array and published that array into our app but one of the most important parts of combine is that these publishers and subscribers can stay alive even past the first publish so in this video were going to create a fake publisher thats going to publish values every couple seconds and then were going to manipulate that data with some really cool unique subscribers and we are back uh i dont know if you can tell this just yet but i did get a new microphone so im hoping that the sound quality in this video and all the videos going forward will be a little bit better as most of you guys know i live in the middle of manhattan which is definitely one of the loudest places o