In which of the following situations would it be appropriate to use logistic regression?

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Predicting the price of a stock based on historical data.

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Predicting the annual income of a person based on their education and employment history.

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Predicting whether a credit card transaction is fraudulent based on some attributes.

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Predicting the number of cars that will pass through a particular intersection during rush hour.

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