Hands Experience Cleaning Data. Hands-on experience cleaning data produces great wisdom, or so said John Sumser. er. The process of cleaning data is not just about refining raw numbers, it’s about gaining valuable insights and learning from our imperfections. I recall being part of a committee-led data collection effort several years ago. Our goal was […]