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