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What is the best algorithm to search for the first occurrence of an item in an item in an unsorted list? Give its best case

What is the best algorithm to search for the first occurrence of an item in an item in an unsorted list? Give its best case and worst case order of magnitude, and explain in what situations your answers are true (an example of the data will be enough).

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