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Polls that go viral on social media tend to be skewed toward favorable results for Democrats rather than being representative of overall polling trends. A researcher analyzing polling posts on Bluesky over 90 days found that polls showing larger Democratic advantages received significantly more reposts than polls closer to the average margin for each race. This suggests that passive news consumers who rely on viral content get a distorted view of election polling data.
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