I have always cruised in February - the weather has been perfect - not too hot and not too cold. I'd highly recommend it. My son has also cruised in October with his grandparents, and the weather was great then too. If heat's a problem, you should probably avoid the hot summer months of July and August. However, the temperature in the Caribbean only fluctuates about 10 degrees year round (that's why it's cruise heaven).
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