could analysis this graphvariations within each seed type.

In $[24]$: $,$ #$4.$ Calculation: Compactness distribution across Assortment Categories

plt$.$figure$($figsize $=(10,6))$

sns$.$boxplot$($seeds$,x=$ 'class', $y=$ 'compactness'$)$

plt$.$title$(\text{'}$Compactness Distribution by Assortment Category"$)$

plt$.$xlabel $(\text{'}$Assortment Category'$)$

plt$.$ylabel $(\text{'}$Compactness$\text{'})$

plt$.$show$()$

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The box plot represents the distribution of compactness values across different assortment categories, highlighting the median, quartiles, and potential outliers

within each category