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UltraPlot Figures Examples

This repository contains the complete, reproducible examples for the ultraplot-figures Codex skill. Starting with skill v1.1.0, the examples are maintained separately so installing the skill does not download example data or rendered outputs.

Examples

Each comparison retains the input data, editable scripts, and final PDF and PNG outputs for both the skill-enabled and skill-disabled conditions. The current comparisons were prepared with ultraplot-figures v1.0.1.

Reproduction environment

The examples were last verified with Python 3.13.7, UltraPlot 2.5.0, Matplotlib 3.10.6, and NumPy 2.4.5. The earthquake example also requires Cartopy 0.25.0. The correlation example also requires pandas 2.3.3 and openpyxl 3.1.5. Each script resolves its input and output paths relative to its own example directory.

Data and license

The repository license applies to the original code and documentation. Third-party data remains subject to its source terms. The earthquake GeoJSON records its USGS query URL in its metadata.

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Reproducible examples for the UltraPlot Figures Codex skill.

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