Typos corrected, a blank line added

Also added an ignore to PyCharm
I turns out that http://legacy.python.org/dev/peps/pep-0257/ (mentioned in PEP8) recommends using triple double quotes, but I'm not sure if we've ever enforced it. I wrote the original quote here before I was aware of the recommendation, so I'm fine with switching to ``"""``