Linear time describes algorithms whose runtime grows proportionally with input size, expressed as O(n). It powers efficient searching, sorting, and data processing, ensuring predictable performance as datasets expand. Developers, data scientists, and businesses benefit most, gaining faster software, lower costs, and reliable scalability.
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