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eda

separate

Comprehensive exploratory data analysis with publication-quality descriptive tables, correlation matrices, distribution plots, and assumption testing. Generates a standalone EDA report with Table 1 (gtsummary/great_tables), correlation heatmap, distribution diagnostics, VIF for multicollinearity, and normality/homoscedasticity tests. All figures are APA-formatted and colorblind-safe. Use when the user says "exploratory analysis," "EDA," "descriptive statistics," "explore the data," "Table 1," "correlations," "distributions," or when /data-clean completes successfully. Triggers on "EDA," "descriptive," "Table 1," "explore," "correlations."

When to use

• exploratory analysis
• descriptive statistics
• Table 1 generation
• correlation matrices
• distribution diagnostics
• assumption testing
• multicollinearity checks
• bivariate relationship visualization

When not to use

• hypothesis testing
• prescribing fixes for assumption violations

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