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all right now we're recording hello everyone and welcome to day five of cambridge data week i'm lauren cadwallader i will be sharing today's session uh before we start with just a few things to make you aware of uh please use the chat box to post any questions to the speaker or have any conversation dialogue between yourselves there is a word cloud we'll be using uh which will come up shortly after we've introduced ourselves as speakers so there's a link to that in the chat box if you haven't done so already please click on the link enter a couple of words to help us build the word cloud to help start the conversations around day to week please make sure that you're muted to avoid any echoes or kind of sound disruptions and we will be running today's session for one hour so kind of 12 p.m gmt time so uh without further ado i will introduce myself i am lauren caballer the open research manager at plos um i started there only two months ago or two and a half months ago and i'm responsib...