Does this skill support 3D and geographic mapping?

Yes, it includes full support for 3D scatter plots, surfaces, and meshes, as well as choropleth and density maps for geographic data visualization.

What is the main advantage of using Plotly over Matplotlib?

Plotly creates interactive, web-embeddable charts with built-in features like zoom, pan, and hover tooltips, whereas Matplotlib is primarily focused on static figures for print publication.

Can I save my Plotly visualizations as files?

Absolutely. You can export your charts as standalone interactive HTML files or use the Kaleido engine to save them as static PNG, PDF, or SVG images.

How does the skill handle complex multi-plot layouts?

The skill provides patterns for using the make_subplots utility and Graph Objects to create sophisticated dashboards with shared axes, custom annotations, and varying chart types in a single figure.

Results Analysis and Visualization: Plotly

Name: Results Analysis and Visualization: Plotly
Author: youyinnn

byyouyinnn

0•

Data Science & ML

Creates interactive, publication-quality Python visualizations including 40+ chart types for exploratory data analysis and dashboards.

The Plotly skill empowers Claude to design and implement sophisticated interactive visualizations within Python environments. It provides specialized guidance on leveraging both Plotly Express for rapid development and Graph Objects for granular control over complex figures. By integrating this skill, users can generate everything from basic statistical charts to multi-dimensional 3D surfaces and geographic maps, all featuring native interactivity like hover tooltips, pan-and-zoom, and animations suitable for professional presentations and web-based dashboards.

Key Features

01Comprehensive interactivity features including hover effects, range sliders, and animations

02Advanced layout management for subplots, custom styling templates, and Dash web app integration

03Access to 40+ chart types including statistical, financial, scientific, and 3D visualizations

04Flexible export options for interactive standalone HTML or high-resolution static images (PNG, PDF, SVG)

050 GitHub stars

06Seamless integration with Pandas DataFrames via the high-level Plotly Express API

Use Cases

01Visualizing complex multidimensional datasets using 3D surfaces and geographic choropleth maps

02Conducting exploratory data analysis (EDA) with interactive statistical and distribution charts

03Building interactive data dashboards and web-based analytical reports for stakeholders

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add youyinnn/skills-collection plotly

For use in Claude.ai and ChatGPT