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OP (and Statwing cofounder) here. Questions and feedback welcome, both on the dataset and the tool.

Hat tip to Jeremy Singer-Vine and his "Data Is Plural" weekly newsletter of public datasets[1] for pointing out the existence of this dataset (which we transformed pretty significantly to make easier to work with).

[1] http://tinyletter.com/data-is-plural/archive