OfficeUpdated 2026-10-24
Data Analysis Prompt
Start from a business question and get a framework, metrics and validation steps.
#数据分析#指标#业务#可视化DeepSeekKimiMicrosoft 365 Copilot
Prompt
Help analyze this business question.
Question: {{question}}
Available data: {{fields}}
Context: {{context}}
Output:
1. Break it into three testable sub-questions.
2. Metrics and definitions needed for each.
3. Suggested methods: comparison, funnel, cohort or regression.
4. Confounders to rule out.
5. What the conclusion might look like, stated as a hypothesis.
6. Suggested visualizations.
Do not invent data; list missing fields explicitly.Variables to replace
{{问题}}{{数据字段}}{{背景}}
Example output
Hypothesis: the repeat-rate drop comes from new-customer churn in the first 30 days, not from lower frequency among existing customers.
How to use it
Ask for a framework before calculations; it prevents wrong period-over-period comparisons.
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