DOC: links in rst format per @wasade's suggestion
DOC: improve table and include @wasade's suggestions
DOC: expand on how iterators are exhausted (thanks @wasade)
DOC: Give reason for numpy recommendation
DOC: How to do it (thanks for catching it was missing @wasade)
DOC: the briefest introduction to unicode et al.