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good afternoon good morning um wherever youamp;#39;re watching this from the presentation this afternoon is going to be in two parts um Iamp;#39;m going to do the introductions and go through some of the data curation and then Frankamp;#39;s going to take over and do uh do the clever stuff in the second part um now Iamp;#39;ve just going over that again Iamp;#39;ve been in data data analytics for about 30 years now and in that time Iamp;#39;ve Iamp;#39;ve seen a lot of different Technologies coming online I mean I can go back to punch cards and five and a quarter inch floppy disks uh and weamp;#39;ve seen that evolve through to data lakes and even the new data gravity Wells but with all this new technology we still find weamp;#39;re getting the same issues with the data so weamp;#39;re still looking at uh where is it or how do we get to it what do we do with it and where we put it when we do get the data um and what do we do with it once weamp;#39;ve got it all together and