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Given a news outlet's full story archive, how would you quickly test whether a company's stock price falls when its CEO resigns?

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You have a data set of all the news stories from one news outlet and want a quick preliminary test of the hypothesis that when a CEO resigns, the stock price of that company goes down. How would you go about it?

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