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[Tahin]

Except, what if, for instance, conservatives were 90% more likely to lie about how much they give to charity compared to liberals? Not to say that's an actual statistic, but wouldn't that skew the data?

You're talking about people with fundamentally different beliefs. The outcomes are going to be different in unpredictable ways.

Of course, the liberals could be the ones lying and and the difference could be even more.