What is the difference between plaintext and binary data?

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Many languages have functions which only process "plaintext", not binary. Does this mean that only characters within the ASCII range will be allowed?

Binary is just a series of bytes, isn't it similar to plaintext which is just a series of bytes interpreted as characters? So, can plaintext store the same data formats / protocols as binary?

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