data-to-video

name	data-to-video
description	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.

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