Data Visualization

Overview

This skill creates effective data visualizations that communicate insights clearly across multiple domains: analytics dashboards, infrastructure monitoring, and ML model performance tracking. It combines data analysis expertise, dashboard architecture patterns, UX design principles, and accessibility considerations.

Instructions

1. Understand the Data and Context

• Analyze data structure, types, and granularity
• Identify key metrics, dimensions, and relationships
• Determine the analytical question or story to tell
• Consider the target audience and their technical level
• Assess update frequency and real-time requirements
• Identify domain-specific needs (analytics, monitoring, ML)

2. Select Visualization Domain