Choose the right tool for the data job

The best choice depends on data size, repeatability, audit needs, collaboration, technical ownership, and whether the task is cleaning, analysis, visualization, or governed reporting.

Decision-focused comparisons explaining when to use spreadsheets, code, BI tools, focused utilities, or a reviewable data workspace.