Individual skill
sample-correlation-analysis
Use when performing correlation analysis between two variables including Pearson and Spearman correlation methods. Supports command-line parameter input, automatic data format detection, parameter validation, result directory creation, and CSV or TXT format result export.
awesome-med-research-skills/Data Analysis/sample-correlation-analysis/SKILL.md
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SKILL.mdcore · 5,139 bytesSKILL.mdcore · 5,139 bytesSKILL.mdcore · 5,139 bytesSKILL.mdcore · 5,139 bytesSKILL.mdcore · 5,139 bytesSKILL.mdcore · 5,139 byteseval_report_sample-correlation-analysis_result.jsonasset · 15,929 bytesreferences/algorithm.mddoc · 5,728 bytesreferences/cli-guide.mddoc · 6,942 bytesreferences/troubleshooting.mddoc · 8,683 bytesscripts/functions.Rasset · 4,402 bytesscripts/main.Rruns · 3,242 bytesscripts/run_analysis.Rasset · 3,469 bytesscripts/utils.Rasset · 3,198 bytestests/data/sample_correlation_1.csvasset · 110 bytestests/data/sample_correlation_2.csvasset · 70,870 bytestests/data/sample_correlation_3.csvasset · 6,129 bytes
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> **Source**: [https://github.com/aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills)
# Correlation Analysis
Use this skill to run correlation analysis on two variables from a tabular data file.
## Use This Skill When
- You need Pearson or Spearman correlation between two variables stored either as columns or as first-column row labels.
- You need a command-line workflow with parameter validation.
- You need standardized output files in CSV or TXT format.
## Primary Command
```bash