Data To Video

Turn CSV, JSON, spreadsheet extracts, tables, metrics, and report data into HyperFrames animated chart videos with data validation, chart recipes, labels, timing, renders, and QC.

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File contents

Data To Video

Use for animated data storytelling.

Data Classification

Pick one:

  • time series
  • ranking
  • comparison
  • funnel
  • cohort
  • distribution
  • geographic split
  • metric dashboard

Workflow

  1. Inspect input data and identify dimensions, measures, dates, and missing values.
  2. Choose chart recipe and story arc.
  3. Normalize data into JSON/CSV under docs/videos/assets/.
  4. Build scenes with explicit axes, labels, units, and color semantics.
  5. Animate changes with frame-readable timing.
  6. Render and QC.

Rules

  • Do not invent missing data.
  • Record transformations in the brief.
  • Keep labels readable at target resolution.
  • Use semantic colors consistently.
  • Avoid chart junk that hides the data.

QC Risks

  • axis truncation
  • label overlap
  • misleading interpolation
  • unreadable small numbers
  • incorrect units or date ranges

contextgo/contextgo/tree/main/src/process/resources/assistant/creative/hyperframes-video-studio/contextgo-skills/skills/data-to-video commit 530f59377d

Frequently asked questions

npx skillmds@latest add contextgo/data-to-video