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The identification of different arrays involves categorizing them based on their structure and characteristics. Common types include one-dimensional, two-dimensional, and multi-dimensional arrays. They differ in organization, storage, and usage. Recognizing their properties, such as size, shape, and data types, is crucial for effective manipulation in programming and problem-solving tasks.