feat: add percentile-based truncated histogram option#1844
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matsumotominato wants to merge 2 commits intoData-Centric-AI-Community:developfrom
Open
feat: add percentile-based truncated histogram option#1844matsumotominato wants to merge 2 commits intoData-Centric-AI-Community:developfrom
matsumotominato wants to merge 2 commits intoData-Centric-AI-Community:developfrom
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Add a percentile_cutoff option to the histogram configuration that allows generating a truncated histogram alongside the standard one. This helps visualize distributions with extreme outliers by clipping data to a specified percentile range (e.g., 5th-95th percentile). Closes Data-Centric-AI-Community#1817
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Summary
Add a
percentile_cutoffoption to the histogram configuration that allowsgenerating a truncated histogram alongside the standard one.
Problem
When a column contains extreme outliers (e.g., company revenues where most are
around $90K but some are in the billions), the histogram becomes a single bar
and is not useful for understanding the distribution.
Closes #1817
Changes
percentile_cutoffparameter toHistogramclass (default: 0.0)percentile_cutoff > 0Usage