Data Chart

Render measured data as static charts in the shared editorial figure language: gridless ink axes, restrained direct labels, and one accent family per page. Titles and legends are optional content, not a fixed page frame. SVG is the primary artifact (text preserved as text); inspect a PNG proof before claiming success.

Routing: chart or diagram?

Decide by the figure's content, not its name:

• Measured data - real numbers, many points, true scales (log axes, distributions, time series) - this skill.
• Structure - boxes, arrows, layers, pipelines, or a few illustrative values inside a larger schematic - the sibling technical-diagram skill. Use drawio-diagram only when native draw.io format is part of the request.
• Borderline (3-8 bars): real measurements that may change → this skill (the chart regenerates from data); a decorative sketch inside a diagram → technical-diagram.

Quick start

1. Read [references/chart-language.md](references/chart-language.md) for the full rule set (anatomy, tokens, marks, dark mode).
2. Write a small script that imports the style module [scripts/editorialmpl.py](scripts/editorialmpl.py): ed.use() → plot with family colors → ed.monoticks / ed.axislabel → optional ed.header → ed.save(fig, stem) (writes stem.svg + stem.png). The module reads the vendored canonical values from [assets/editorial-tokens.json](assets/editorial-tokens.json). [scripts/examplechart.py](scripts/examplechart.py) is a working reference for both a line chart and grouped bars; copy its margin setup (subplots_adjust with top≈0.80 clears the header row).
3. Run it. No system matplotlib is assumed - use uv run --with matplotlib python <script>.py (add other deps the same way). findfont warnings about Inter/IBM Plex Mono are expected on machines without those fonts; fallbacks carry the voice and the SVG keeps the full stack.
4. Look at the PNG before finishing. Check: no clipped direct labels or tick text (widen margins, not the font), any required legend fits on one line, one accent family, and no gridlines or unrequested supporting text.

Non-negotiables

• Data values come from the user or their files - never invent or "smooth" numbers. Inspect the supplied data before asking. Preserve missing values as gaps when that representation is valid; if omission would change the requested comparison, ask about that series while preparing the supported chart parts. Disclose an omitted series rather than silently dropping it.
• Emphasis comes from color and direct labels, never thicker strokes or bigger fonts.
• Direct value labels on endpoints or one emphasized point only - never every point. Axis and tick text stays ink.
• One y-scale per chart. Two measures of different scale become two charts.
• Deterministic scripts: no RNG, no timestamps in output filenames.
• Do not add a title when the embedding document already names the chart. Do not add a legend when direct labels make every series clear. Never add a subtitle, takeaway strip, source footer, badge, or decorative inset merely to fill the canvas.

Brand safety

The look is modeled on openai.com editorial figures - geometry, palette, and typographic structure only. Never add the OpenAI logo, blossom mark, or wordmark; never label output as OpenAI-branded or imply affiliation. OpenAI Sans is proprietary - the Inter/IBM Plex Mono stacks in the style module are the approved substitutes.

Verification before claiming done

1. The script ran cleanly and wrote both .svg and .png.
2. You rendered and actually viewed the PNG (step 4 above).
3. The SVG contains <text elements (fonts preserved), not outlined paths.
4. Every number in the chart traces to user-provided data.

Once these checks pass at the intended display size, deliver the script, SVG, and PNG. Rerender after a data, label, or layout correction; do not create additional chart types or style variants merely to prolong visual review.

Gotchas

• matplotlib's default svg.fonttype is path: skipping ed.use() (or saving before it runs) silently outlines all text and kills editability. Verification step 3 catches this.
• Endpoint direct labels sit outside the axes and clip at the figure edge; reserve margin first (subplots_adjust(right≈0.88)). Fix clipping with margins, never smaller fonts.
• Coral mid (#FF9365) fails 3:1 contrast on white - keep coral series dashed or direct-labeled, and set coral value labels in #804126.
• ed.header() draws the canvas to measure each legend label, so call it after the figure size and margins are final; late subplots_adjust calls shift the plot under a already-placed header.
• findfont warnings for Inter/IBM Plex Mono are expected on machines without those fonts and are not a failure.