Chicago 311
An analytics pipeline over 7 million city service requests, built to find out how the system was really performing.
More than half the logged volume turned out to be activity that was never dispatched, which made resolution times look far better than they were. Correcting for it revealed 94,522 requests sitting untouched for over ninety days.