Does it follow accessibility and design best practices?

Absolutely. It prioritizes clear labeling, high-contrast color schemes, and design patterns that are accessible to colorblind users while removing 'chart junk'.

Can I use this to build web-based dashboards?

Yes, it provides optimized implementation patterns for building interactive dashboards using Streamlit and Plotly that are ready for web deployment.

Which visualization libraries does this skill support?

It supports a wide range of industry standards including Matplotlib, Seaborn, Plotly, D3.js, and Streamlit, covering both static and interactive needs.

Can it help me choose the right chart for my data?

Yes, the skill includes logic to match your data structure—such as comparison, distribution, composition, or relationship—with the most effective chart type.

Data Visualization

Name: Data Visualization
Author: cosmix

bycosmix

0•

Data Science & ML

Generates insightful, professional-grade charts and interactive dashboards using industry-standard libraries and design principles.

This skill empowers Claude to design and implement clear, impactful data visualizations by selecting the most appropriate chart types for specific data structures and business goals. It handles everything from static Python plots using Matplotlib and Seaborn to sophisticated interactive web-based dashboards with Plotly and Streamlit. By prioritizing core design principles like clarity, accessibility, and high data-to-ink ratios, the skill ensures that complex datasets are transformed into actionable insights that are easy for any target audience to interpret and use.

Key Features

010 GitHub stars

02Implementation of static plots with Matplotlib and Seaborn

03Adherence to data design best practices and accessibility standards

04Creation of interactive visualizations and dashboards with Plotly

05Automated chart type selection based on data relationships

06Integration with Streamlit for rapid web-based dashboard deployment

Use Cases

01Visualizing scientific data and statistical distributions for research analysis

02Building real-time monitoring tools for application logs and system health metrics

03Analyzing business performance metrics through interactive financial dashboards

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add cosmix/claude-code-setup data-visualization

For use in Claude.ai and ChatGPT

Download Skill