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About 40% of US voters are not registered with any political party, so at least they will avoid whatever this triggers.

So you imagine these tags are set by looking account names up on state voter registration lists?

Well, if not, then the tags have such a large error bar as to be meaningless.

Or the data is assumed good and used dangerously.

And then there is the rest of the world.