Force.com REST API Developer's Guide

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Get a List of Deleted Records Within a Given Timeframe

Use the SObject Get Deleted resource to get a list of deleted records for the specified object. Specify the date and time range within which the records for the given object were deleted. Deleted records are written to a delete log (that is periodically purged), and will be filtered out of most operations, such as SObject Rows or Query (although QueryAll will include deleted records in results).

Example usage for getting a list of Merchandise__c records that were deleted between May 5th, 2013 and May 10th, 2013
Example request body
None required
JSON example response body
XML example response body