Precise endeavors must be done to exact standards in clean environments. Surgeons scrub in, rocket scientists work in clean rooms, and data scientists…well, we try our best.
We’ve all heard the platitude, “garbage in, garbage out,” so we spend most of our time doing the most tedious part of the job: data cleaning. Unfortunately, no matter how hard we scrub, poor data quality is often too pervasive and invasive for a quick shower.