Observe data collection at the moment of measurement See, observe, learn how data are collected at moment and place of measurement. "You never learn more about a process than when you directly observe how data are actually measured," said Cuthbert Daniel, a superb applied statistician. See with fresh eyes. Walk around what you want to learn about. Talk to those who do measurements. See how numbers came to be. Do those measuring know the desired answer? Are those measuring skilled, alert, honest, biased, incompetent, sloppy, tired and emotional?...Artifacts and errors in measurements measured? How are outliers adjudicated? Edward Tufte, Seeing With Fresh Eyes uxmeasurement
Designing with code An Article by Matthew Ström matthewstrom.com Recently I’ve had a few opportunities to use code to create design. In two of my bigger projects at The Wall Street Journal, writing code has led to new ideas. Problems that typically plague early designs — e.g. “how does this look with real content?” — are easy to solve. By exploring visual ideas directly in code, I’ve started to see the amazing potential of code as a design tool. ColophonPainting With the WebI never have engineers that aren't designers codedesign