Explicitly mentioned here in the RFC
Short answer:
You must include a response body with an entity describing the deleted item / resource if you return 200 .
202 is something like the status of an asynchronous request / response.
204 explicitly says that you are not including the response body
fyr Jul 05 '11 at 10:40 2011-07-05 10:40
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