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hello and welcome my name is Shannon Kemp and Im the chief digital officer of dataversity wed like to thank you for joining the latest installment of the monthly dativersity webinar series Advanced analytics with William McKnight today well move with discussing organizational change management for data and analytics driven projects just a couple of points to get us started due to the large number of people that attend these sessions you will be muted during the webinar her questions we will be collecting them by the Q a section or if youd like to tweet we encourage you to share questions via Twitter using ADV analytics and if youd like to chat with us or with each other we certainly encourage you to do so and just to note the zoom chat defaults to send you just the panelists but you may absolutely change this to network with everyone and to find and open both the Q a and the chat section so you can find those icons in the bottom middle of your screen for those features and as alwa