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improve sample/prep info summary #1595

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@antgonza

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@antgonza

From qiita.admin email discussion:

  • Multiple columns that have similar groups/counts: avoid duplication of columns
  • Columns that have multiple groups and a few groups have much lower
    counts than others: this should help find misspellings or odd groups.
  • Columns that all values are the same.
  • Columns that all values are different except 10% of the rows

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