This newsletter is my way of tackling the quiet chaos in data work: inconsistent formats, character encoding issues, undocumented exports, and all the strange little traps that make working with real-world data so frustrating. It’s about understanding the quirks behind the mess and building better habits, tools, and mental models to deal with them.