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Graph Maker

Start with the data shape, validate labels and numeric series, choose a chart type that matches the question, then export only after checking scales, ordering and annotations.

Data & chart settings

Paste data or load a local CSV/TSV file. The file stays in this browser tab.

ReadyEverything is processed locally in your browser.

Preview

Create a chart to inspect the parsed data.

Data readiness & publication review

Check the data before you export

Review the source structure, chart-specific interpretation risks and a copyable accessible summary. The chart itself remains the primary workspace above.

Reviewing…

Findings

    Accessible chart summary

    Reviewing the current data…

    This review checks structure and common interpretation risks; it does not prove that the source data, measurement method, denominator, units or conclusion are valid.

    Chart data readiness audit

    Inspect how many rows and numeric series were parsed, catch missing/non-numeric cells, and copy a normalized table before exporting the chart.

    Chart head intent

    Dataset checks

      Normalized data

      Paste or import data above.

      Graph Maker: CSV Audit, Chart Choice & Export Data

      Build charts from pasted data, then audit rows and numeric series, recommend a chart type, inspect totals and copy normalized clean CSV.

      High-impression rebuild
      Use the tool above, then refresh this verification workspace.

      Export fidelity & reproducibility audit

      Cross-check the current source rows against the rendered SVG, visible labels, chart marks, accessibility metadata and SVG/PNG export surface. This complements the existing data-readiness review; it does not prove the source data or conclusion is correct.

      Create or refresh the chart above, then run this fidelity audit.
      Independent browser-local evidence. Export fidelity does not validate the measurement method, units, denominator or interpretation.

      Core data-to-chart workflows

      Start with Graph Maker or CSV Chart Maker, then use a focused chart type when the visual question changes. Keep source data and export evidence connected instead of treating a rendered picture as the only record.

      All 23 chart tools

      How to read this chart

      Graph Maker is a general workspace, so chart choice matters as much as rendering.

      Before publishing

      Review the parsed rows first, then use bars for categories, lines/areas for ordered change, pie for parts of one total, scatter for X/Y relationships and histogram for distributions.

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