How to I determine the application needed to open application/octet-stream

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I decoded the response of an HTTP request from base64 into binary and it seems like the data is consistent with application/octet-stream as per this website. I am expecting the response to have some sort of structured data format like JSON, but I'm not sure. Is there a way to determine the type of application needed to process this binary data?

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