By making data tidy before publishing datasets, agencies increase the value of their data by making it easier for the data to be properly imported, summarized, visualized and analyzed. Doing so may also help identify quality issues with the data. This document provides guidelines for agencies to consider when organizing their data for the purposes of creating a dataset, and helps ensure success in importing the data.