Does this skill support Plotly Express?

Yes, it provides specialized guidance for using Plotly Express for quick visualizations and Graph Objects for custom, fine-grained control.

Can I export charts to static images?

Yes, the skill includes patterns for exporting visualizations as high-quality PNG, SVG, and PDF files using the Kaleido engine.

What types of scientific charts can I create?

You can create heatmaps, contour plots, 3D surface meshes, ternary plots, and complex statistical distributions like violin and box plots.

Is Dash integration supported?

Yes, it includes implementation workflows for integrating Plotly visualizations into Dash web applications.

Plotly Scientific Visualization

Name: Plotly Scientific Visualization
Author: K-Dense-AI

byK-Dense-AI

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2,188

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数据科学与机器学习

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

This skill empowers Claude to create sophisticated data visualizations ranging from simple Plotly Express charts to complex, multi-layered Graph Objects. It provides specialized guidance for scientific, statistical, and financial plotting, supporting over 40 chart types including 3D surfaces and geographic maps. Whether you are building a quick exploratory scatter plot or a production-ready interactive dashboard, this skill ensures best practices for data presentation, layout customization, and interactive styling.

主要功能

01Support for both high-level Plotly Express and fine-grained Graph Objects APIs.

02Integration patterns for statistical analysis and Dash web application development.

03Advanced layout customization including subplots, templates, and interactive styling.

042,188 GitHub stars

05Seamless generation of 40+ interactive chart types including 3D and geographic maps.

06Export capabilities for interactive HTML or high-resolution static images (PNG, SVG, PDF).

使用场景

01Visualizing complex multidimensional data with 3D surfaces and geographic choropleths.

02Creating interactive data dashboards for scientific research and business intelligence.

03Generating publication-quality statistical visualizations like violin plots and heatmaps.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add k-dense-ai/claude-scientific-skills plotly

For use in Claude.ai and ChatGPT

Download Skill