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Is there a way to identify transactions that occur on exchanges (such as Mt. Gox) in the blockchain?

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To expand a bit on the above answer, blockchain.info provides information about several APis and exchanges here: https://blockchain.info/api/3rd_party_apis

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You can likely get a lot of trade information directly from the MTGox API, and match results up with the blockchain if needed.

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