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

•

2,188

数据科学与机器学习

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

关于

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

Support for both high-level Plotly Express and fine-grained Graph Objects APIs.
Integration patterns for statistical analysis and Dash web application development.
Advanced layout customization including subplots, templates, and interactive styling.
2,188 GitHub stars
Seamless generation of 40+ interactive chart types including 3D and geographic maps.
Export capabilities for interactive HTML or high-resolution static images (PNG, SVG, PDF).

使用场景

Visualizing complex multidimensional data with 3D surfaces and geographic choropleths.
Creating interactive data dashboards for scientific research and business intelligence.
Generating publication-quality statistical visualizations like violin plots and heatmaps.

关于

主要功能

Support for both high-level Plotly Express and fine-grained Graph Objects APIs.
Integration patterns for statistical analysis and Dash web application development.
Advanced layout customization including subplots, templates, and interactive styling.
2,188 GitHub stars
Seamless generation of 40+ interactive chart types including 3D and geographic maps.
Export capabilities for interactive HTML or high-resolution static images (PNG, SVG, PDF).

使用场景

Visualizing complex multidimensional data with 3D surfaces and geographic choropleths.
Creating interactive data dashboards for scientific research and business intelligence.
Generating publication-quality statistical visualizations like violin plots and heatmaps.