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Flip a coin 10 times — how many heads? Test 20 parts — how many pass? Ask 100 people — how many say yes? Whenever you repeat the same independent yes/no trial a fixed number of times and count the successes, you get the same shape every time: the binomial distribution. One formula handles them all.