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And the polls, markets and experts were all wrong. Apparently they aren't so scientific, liquid or expert after all.

Actually, a few journalists who spent serious time hitting the streets outside London concluded that Brexit would win or at least was quite likely, just by talking to people. They were largely ignored because they weren't "experts", just people talking to other people. John Harris being an example of that.