Frequency analysis is the study of the frequency of occurrence of letters, syllables, or other units in text or data. It is a fundamental technique in Cryptography for breaking simple substitution ciphers and understanding hidden patterns. This method also finds wide application in fields like Linguistics and data science for revealing underlying structures.