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Running kruskal-wallis non-parametric group comparison analysis, generating charts and AI insights.
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Analyze another fileEvery analysis gets a complete kruskal-wallis non-parametric group comparison report — the same output a data scientist would produce. Built with validated R code, not AI-generated scripts.
Key kruskal-wallis non-parametric group comparison results and statistics.
Interactive charts and diagnostic plots.
Assumption checks and model quality metrics.
Plain-English interpretation — what the numbers mean, what's significant, and what to do next.
Non-parametric alternative to one-way ANOVA — tests whether rank distributions differ across 3 or more groups without requiring normality assumptions. Includes Dunn post-hoc pairwise tests with Bonfer
A CSV file with the required columns. The tool auto-detects column types.
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Yes — your report includes the exact R code used to produce the results. It's reproducible, auditable, and citable. This isn't AI-generated code that changes every run — it's the same validated script every time.