DATA QUALITY · Workflow idea

Make a spreadsheet easier to explore while keeping calculations and access in view.

For authorized work involving authorized spreadsheet data, plain-language questions, and proposed analytical summaries, prepare a source-linked answer to a question about an approved spreadsheet for its owner to verify. A question may expose private cells and an answer can misread formulas, filters, or missing values. Confirm access and purpose, minimize query history, trace calculations to the sheet, label uncertainty, and require the data owner to approve consequential conclusions or exports. Explain information use and retention, obtain required consent, respect source and reuse rights, verify important details, and keep external or consequential actions under human approval.