📊 Distribution & Hierarchy Analysis
Statistical distribution and flow analysis using BoxPlot, SankeyDiagram, callout components (Note, Alert), and collapsible Details sections.
This dashboard uses DuckDB percentile functions to compute price distribution statistics from the TheLook e-commerce dataset.
Price Distribution by Category
Retail prices below $1 are excluded from the box plots as they represent data anomalies.
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Revenue Flow — SankeyDiagram
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Category Revenue Summary
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Average margin = average (retail_price − cost) per product in each category.
Sale Price Distribution by Category
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