Lesson ProgressPhase 3 of 6
Phase 3Guided Practice
Guided Practice: Project Rehearsal: Café Analysis Walkthrough

Trace the recommendation back to supporting data evidence

🔍 Phase 3: Guided Audit
Trace the Evidence Chain — Guided Walkthrough

Since every group has the same data, we can all trace the same evidence chain together. Let's walk through where the final recommendation comes from.

1

Data Sheet → Analysis Sheet

Raw weekend sales become descriptive stats (average, median, spread). What this proves: What does a "normal" café weekend look like?

2

Analysis Sheet → Forecasting Sheet

Stats feed the regression model. What this proves: What will the next quarter likely look like, and what are its limits?

3

Forecasting Sheet → Dashboard Sheet

Trend and predictions become visuals. What this proves: The data story in a decision-ready format.

4

Dashboard Sheet → Recommendation Sheet

Visuals support the final claim. What this proves: The investor-ready recommendation with evidence and risk.

The evidence chain is complete when you can trace any number in the Recommendation sheet back to the raw Data sheet.

What Makes an Artifact Feel Weak?

Investors and decision-makers trust analysis that has clear evidence. Here are the warning signs that would make a workbook feel weak or untrustworthy:

❌ Recommendation with no numbers

Claim without data support — "we should expand" with no sales figures

❌ Charts that don't update

Static ranges (A1:C10) instead of table references

❌ Forecast without limits

Presenting regression as certainty without stating confidence limits

❌ Missing risk statement

No acknowledgment of what could go wrong

Evidence Chain Check
Can You Trace the Evidence?
Verify you can follow the logic chain from data to recommendation

1. Where does the final recommendation on the Recommendation sheet come from?

2. What would make this workbook feel weak or untrustworthy to an investor?

3. The forecast shows a clear upward trend. What should you check before trusting it?

0 of 3 questions answered