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Probability distributions describe the likelihood of various outcomes in a random event. They are fundamental to understanding and analyzing randomness in diverse fields, ranging from finance and mathematics to physics and engineering. A probability distribution can be represented graphically as a graph, or mathematically as a set of probabilities