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I also strongly suggest you book the same for the return at the end of your cruise. The queues for taxis etc at the cruise terminal in NY are horredous.
Use Supershuttle, book it on the web, it costs about $20 per person. Perfect solution for you as they are 10 seater taxi vans.......Wilba.