sadjad6/correlation_analysis
src/skills/data_science/correlation_analysis/SKILL.md
Compute and visualize correlation matrices
research
Updated Apr 13, 2026
$ install --global
skillsauthnpx skillsauth add sadjad6/open-autonomous-research-lab correlation_analysisInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Last scanned: Apr 13, 2026, 2:40 AM43.3s2 files scanned
SKILL.md
- name:
- correlation_analysis
- description:
- Compute and visualize correlation matrices
Correlation Analysis
Description
Compute and visualize correlation matrices
When to Use
When exploring feature relationships
Workflow
- Compute correlations\n2. Filter significant\n3. Visualize
Tools Used
pandas, seaborn
Examples
from src.skills.data_science.correlation_analysis import Skill
skill = Skill()
result = await skill.run(SkillInput(data={"key": "value"}))
Best Practices
Use Spearman for non-linear relationships
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