« And when you do rebuild the app from the ground up, you have your chance to slip some NULLs back on, renormalize your data to have easy one-to-many relationships, and present the data in a self-evident and consistent fashion. Then, about a week later, there’s a politician who’s a Democrat but running for re-election as an Independent… »