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James K. Polk and Warren G. Harding share a birthday on November 2nd, highlighting an interesting statistical coincidence among U.S. Presidents. With 44 presidents, one might think it's surprising, but actually, in a group of 44 people, there's a 93% chance that at least two would share a birthday. To understand this, consider the probability of matching birthdays: for the first person, there’s a 100% chance of their unique birthday. For the second person, the likelihood of not sharing a birthday is about 99.7%. As more people enter the room, the chances of a birthday match increase significantly, illustrating the surprising nature of probability in groups.