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DATA-SCIENCE-FUNDAMENTALS5 MIN READ

Walk a Vague Ask Into an Analysis Plan

Build a scoped analysis plan by clarifying decision, feasibility, metric, and next evidence step.

decision-path stage-strip score-chips Scope pressure Amara has less than a day, a broad retention ask, and no confirmed decision. The wrong first move creates a dashboard project when the team needs a go/no-go readout. CRISP-DM business understanding Decision -> Data -> Method -> Deliverable A scoped analysis plan keeps data work proportional to the decision it supports. Shortcut Pull everything and explore until something interesting appears. A focused plan with explicit limits. Do the smallest analysis that can honestly support the next decision. 01 Decision 02 Feasibility 03

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