(I loved your slide about predictions and dartboards. Never mind that not a single prediction has hit the target, right? BTW, this is precisely how corporate reports are generated! After you carefully extract and summarize your data on hand, for example and submit it to your manager, your work is thrown out and something called the "Executive Numbers" are then substituted for your data, and submitted to the executive suite for reporting to shareholders. This is done quarterly.