What is the difference between Plotly Express and Graph Objects?

Plotly Express is a high-level API for quick visualizations with sensible defaults, while Graph Objects is a lower-level API providing fine-grained control over every aspect of a chart.

Can I export my visualizations to static files?

Yes, with the Kaleido library installed, Plotly can export charts to high-quality static formats like PNG, PDF, and SVG, in addition to interactive HTML.

How do I integrate these charts into a web application?

Plotly charts integrate natively with Dash, Plotly's framework for building analytical web applications, or can be exported as standalone interactive HTML files.

Does this skill support 3D plotting?

Absolutely. Plotly supports various 3D visualizations, including scatter3d, surface, mesh, and volume plots, allowing for deep exploration of multi-dimensional data.

Plotly Data Visualization

Name: Plotly Data Visualization
Author: Activer007

byActiver007

データサイエンスとML

Generates interactive, publication-quality scientific and statistical charts using the Python Plotly library.

概要

This Claude Code skill empowers developers to create sophisticated data visualizations directly within their workflow. It provides comprehensive guidance on using both Plotly Express for rapid prototyping and Graph Objects for granular customization of charts, including 3D plots, geographic maps, financial indicators, and statistical distributions. By leveraging this skill, users can seamlessly transition from raw data to interactive HTML dashboards or high-resolution static images, ensuring best practices for layouts, styling, and interactivity are applied throughout the visualization process.

主な機能

0 GitHub stars
Low-level Graph Objects support for granular, pixel-perfect chart customization
High-level Plotly Express integration for rapid data exploration and prototyping
Interactive feature implementation like hover tooltips, animations, and range sliders
Support for 40+ chart types including 3D, financial, and geographic maps
Advanced layout management including subplots, templates, and custom themes

ユースケース

Creating publication-ready statistical visualizations and complex financial charts
Building interactive data dashboards for business intelligence or scientific research
Implementing 3D and geographic mapping for spatial data analysis

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add activer007/ordinary-claude-skills plotly

For use in Claude.ai and ChatGPT

Download Skill

GitHub

概要