Is it possible to go Robinson Crusoe in the Bahamas?

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Given that the Bahamas consists of about 700 islands is it possible to go Robinson Crusoe on one of them? I mean staying on one of the uninhabited ones away from the civilization.
Shipwreck is optional.
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Robinson Crusoe by Daniel Defoe (Book Summary) - Minute Book Report
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