data-visualization
Data Visualization Skill
Create publication-quality analytical charts using matplotlib and seaborn in a headless GPU sandbox. Charts are saved as PNG files to /workspace/ for retrieval.
When to Use This Skill
Use this skill when:
- Visualizing results from cuDF analysis or cuML models
- Creating charts (bar, line, scatter, heatmap, histogram, box plot)
- Building multi-panel analysis summaries
- The user asks for visual output, plots, graphs, or charts
- Presenting statistical findings with figures
Initialization (REQUIRED)
MUST call matplotlib.use('Agg') BEFORE importing pyplot. This enables headless rendering.
import matplotlib
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