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Can we predict the average January temperature of a city in the U.S. based on its latitude? The following data were collected on U.S. cities

Can we predict the average January temperature of a city in the U.S. based on its latitude? The following data were collected on U.S. cities (data is from DASL collection, noted for free use):

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