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docs: add missing univariate and multivariate metrics explanation (#1802)#1820

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prodduturisindhurdy wants to merge 3 commits intoData-Centric-AI-Community:developfrom
prodduturisindhurdy:docs/fix-missing-univariate-docs-1802
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docs: add missing univariate and multivariate metrics explanation (#1802)#1820
prodduturisindhurdy wants to merge 3 commits intoData-Centric-AI-Community:developfrom
prodduturisindhurdy:docs/fix-missing-univariate-docs-1802

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Problem

concepts.md references a "Univariate section details page" that does not
exist, leaving readers with no explanation of what univariate vs multivariate
metrics actually are.

Fix

Replaced the broken reference with an inline explanation of both concepts,
covering the specific metrics and visualizations ydata-profiling computes
for each.

Closes #1802

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Missing Docs?

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