Knowledge Painter

Turn a Spreadsheet Report into an Explainer Video

Published Aug 3, 2026 By Xinwei

Research figures organised into a clear visual narrative

A workbook can contain every figure and still leave the audience unsure what changed. Start with the decision, comparison, threshold, or trend that matters; keep the workbook available for the full numbers.

Lead with the decision, not the cells

A spreadsheet-to-explainer video should not reproduce a sheet tab by tab. It should help a viewer understand the one comparison or change that affects the next decision. State the period, unit, baseline, and source before showing a conclusion.

If the report contains… Make this visible Do not imply
A trend over time The period, starting point, ending point, and meaningful change That correlation proves a cause
A comparison The same unit, baseline, and decision criterion That a larger number is automatically better
A threshold The measure, target, owner, and next check That the target is a universal rule
A forecast Assumptions, scenario, and uncertainty That a projection is a completed result

Copy this report-to-video brief

  • Decision the audience must make: ______________________________
  • Period, unit, and comparison baseline: ______________________________
  • One figure or chart that carries the evidence: ______________________________
  • What changed, and what did not change: ______________________________
  • Assumptions, exclusions, or uncertainty to name: ______________________________
  • Workbook, report, or owner for the complete figures: ______________________________

Use one relationship per visual beat

Show a trend before explaining its likely implication. Show a comparison before naming the preferred route. If the source includes several metrics, put them in the order the decision needs them rather than the order the columns happen to use. Keep formulas, raw data, and complete tables in the workbook for review.

The indoor-air sensor study case shows how evidence can become a readable story without detaching it from the source. Start from an Excel workbook when the decision and relevant figures are ready.

Source-backed cases

See how this task becomes a video

FAQ

Questions to settle before you start