ENH: summarize over observations
Merge pull request #496 from wasade/issue_104

ENH: summarize over observations
Addressing @wasade's comments
Solving emrge conflicts
Changing taxonomy dataset: (N, 7) -> (N, ?). Also supporting kegg_pathways