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Add dataset summary#1300

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Mo-3bkreem wants to merge 15 commits intomalariagen:masterfrom
Mo-3bkreem:add-dataset-summary
Open

Add dataset summary#1300
Mo-3bkreem wants to merge 15 commits intomalariagen:masterfrom
Mo-3bkreem:add-dataset-summary

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@Mo-3bkreem
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This PR adds a simple dataset summary utility that provides:

  • number of rows
  • number of columns
  • missing values count
  • duplicate rows count

This helps users quickly understand dataset quality without writing extra code.

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