The data seemed to be pretty much all cities, since low population places can't have large absolute differentials. Something about DC and New York bring the ladies. Maybe it makes sense that San Francisco would have tech bros, but why Los Angeles?

It didn't especially seem to line up with the usual red-blue lines, though the sudden shift in Florida seemed notable.

I am suspicious of it overall, but I'd need a lot closer look at the methodology to justify that.