When I’m working with data, I probably spend 90% of my time cleaning. In a recent project, I ran into an issue where I needed to make ZIP codes consistent – some were five-digit, some had the plus-four, some had a hyphen while others didn’t, and some were just invalid. I searched for a simple […]