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ANALYTICS-TRANSLATOR5 MIN READ

Walk an Ambiguous Request to a Testable Question

Convert an ambiguous analytics request into a testable business question.

Urgent ask Sales asks whether data can prove why the West region is underperforming before tomorrow's pipeline review. The risk is not a slow query. The risk is answering a different question from the one the meeting needs. CRISP-DM business understanding Decision -> comparison -> unit -> success criterion Start by shaping the business problem before shaping the dataset. Shortcut Pull every West-region field and hope a pattern appears. A testable question that the data team can answer quickly. Business understanding converts urgency into constraints that make analysis faster. 01 Decision 02 Baseline 03 Test 04 Try

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