I was reminded of the importance of approachable, low-barrier-to-entry tools for data management by Monica Granados and Lily Zhao in their presentation of the Frictionless Data toolkit. ¹ They showcased use of a browser-based interface ² for a simple yet valuable task: associating title and description metadata with potentially cryptic column header names in a CSV file, and exporting that metadata together with the raw data