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thank you everybody for coming um you know I I really appreciate people coming to anything on a Saturday especially because Im sure a lot of us do not actually live in Queens um I really appreciate it uh and uh you know thank you to school of data um sorry Im gonna try to be basically using two monitors here going to see my own notes um and uh thank you uh to uh the internet Society so I think its helping us stream this so hi um please feel free by the way to just interrupt me at any point you wont mess up my flow I kind of know most of this backwards and forwards Im happy to take questions at any point if you have things you want to interrupt me but totally fine um my name is Sean McMahon I am the senior data and policy analyst for the Civilian Complaint review board I am also a graduate student at CUNY grad Center um where I am in qmss quantitative methodologies in the social sciences and a lot of what I will probably be talking about today will be the methodology and policy aro