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I like using NamedTuple for dot notation access, it's a good middle ground between dicts and custom classes. Pandas must use something similar under the hood to provide dot notatio…

On predatory open access journals and Beall's list: http://science.sciencemag.org/content/342/6154/60.full quote "There is another list—one that journals fear. It is curated by Jef…