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graph-objects

The plotly.graph_objects module provides fine-grained control over figure construction through Python classes representing Plotly components.

  • Skills
  • Scientific
  • 0

What it does and how to use it

A skill that teaches Claude Code to do scientific tasks well. It is packaged knowledge the model uses whenever it is relevant.

  1. Install the skill (command above).
  2. In Claude Code, describe what you need - the skill turns on by itself when the context fits.
  3. No commands to memorize: you talk in plain language and the skill does the rest.

Install (Claude Code)

mkdir -p .claude/skills/graph-objects && curl -fsSL https://doutorai.pt/data/lib/skills__graph-objects.md -o .claude/skills/graph-objects/SKILL.md

Paste this command into the terminal, in your project folder, and the component installs automatically.

Content

# Graph Objects - Low-Level API

The `plotly.graph_objects` module provides fine-grained control over figure construction through Python classes representing Plotly components.

## Core Classes

- **`go.Figure`** - Main figure container
- **`go.FigureWidget`** - Jupyter-compatible interactive widget
- **Trace types** - 40+ chart types (Scatter, Bar, Heatmap, etc.)
- **Layout components** - Axes, annotations, shapes, etc.

## Key Advantages

1. **Data validation** - Helpful error messages for invalid properties
2. **Built-in documentation** - Accessible via docstrings
3. **Flexible syntax** - D

- 🔒 Full content on the Pro plan (€7.99/month) -

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