Statistical analysis of groundhog predictions show that Stormy Marmot and Poor Richard (a groundhog based in York, Pennsylvania) have the best correlation to observed weather trends. "When Stormy Marmot predicts an early spring, we can expect March to be on average 6 °F warmer, and April to be 2.5 °F warmer. When Poor Richard predicts an early spring, we can expect February to be 4 °F warmer and March to be 8 °F warmer."[57] Dover Doug, a groundhog from Dover, Pennsylvania, was also noted for having a strong correlation between the sign of his shadow and the arrival of spring conditions.[58][59]
According to analysis by FiveThirtyEight, Stormy has a 70% prediction accuracy in his own region, tied by General Beauregard Lee for the southeast and beaten only by Snohomish Slew, a bullfrog in the northwest, who has an 80% accuracy. Punxsutawney Phil only scored 50% for his region, the northeast.[60]
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