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
Don't get me wrong An Article by Austin Kleon austinkleon.com No phrase makes me want to stop reading more. “Don’t get me wrong” is usually a tell — a kind of backpedaling that sets off an internal alarm and suggests I’m a) reading a hyperbolic argument (which, admittedly, describes the majority of online writing these days) or b) that the writer is just lazy. Either way, when I see “don’t get me wrong,” I start to suspect I’m reading a piece of writing that might not be worth my time. If you find yourself using “don’t get me wrong,” I have a suggestion: Delete the phrase and rewrite what came before it so I don’t get you wrong. writing