birthday problem
probability of shared birthdays
In a room of n people, the probability of at least two sharing a birthday is surprisingly high. With just 23 people, it's over 50%.
P(match) = 1 − 365!/(365ⁿ · (365−n)!)
This counterintuitive result illustrates the birthday paradox — the number of possible pairs grows as n(n−1)/2, much faster than n itself.
live simulation
room size
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P(match) simulated
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P(match) theoretical
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trials
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