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Cryptanalysts hope to have known ciphertext and plaintext. A key which decrypts that ciphertext to that plaintext is certainly the right key.
Without known plaintext, the data's format must be known. For example, plaintext HTML contains tags. A phone directory plaintext contains phone numbers. And so on.