Does it support exporting charts to static files?

Absolutely. It provides standardized snippets for exporting to interactive HTML as well as static formats like PNG, SVG, and PDF using Kaleido.

Can this skill help with large datasets?

Yes, the skill includes specific patterns for high-performance rendering using WebGL to handle large numbers of data points efficiently.

Can I create network graphs with this skill?

Yes, it includes specialized implementation patterns for integrating NetworkX with Plotly to create interactive and customizable node-link diagrams.

What is the difference between Plotly Express and Graph Objects in this skill?

Plotly Express is used for rapid, one-line chart generation from DataFrames, while Graph Objects provide the granular control needed for complex layouts and multi-trace figures.

Plotly Compact

Name: Plotly Compact
Author: CodingKaiser

byCodingKaiser

数据科学与机器学习

Generates high-performance interactive visualizations using Plotly Express and Graph Objects patterns.

关于

This skill equips Claude with specialized knowledge of the Plotly library, enabling the rapid creation of complex data visualizations in Python. It balances the simplicity of Plotly Express for exploratory data analysis with the precision of Graph Objects for advanced layouts and multi-trace figures. Whether you are building interactive dashboards, complex network graphs, or publication-ready statistical plots, this skill provides optimized code patterns for styling, subplot management, and multi-format exporting including HTML and static images.

主要功能

0 GitHub stars
Interactive network graph generation using NetworkX integration
Complex subplot configuration including secondary y-axes and mixed-type grids
Optimized Plotly Express syntax for rapid exploratory data analysis
Advanced Graph Objects patterns for granular control over traces and layouts
Publication-ready customization with themes, annotations, and colorblind-safe palettes

使用场景

Creating interactive dashboards for data analysis and business reporting
Visualizing complex relational data through interactive node-link diagrams
Generating high-resolution static plots for research papers and presentations

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add codingkaiser/kaiser-skills plotly-compact

For use in Claude.ai and ChatGPT

Download Skill

GitHub

关于