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When you are parsing information, how do you use a technical guide for finding the first non-repeating word in a dataset? Is it helpful to learn the Hash Map strategy to populate a filtered list using Python and Excel for your task? Discover the technical benchmarks for speed when checking for duplicates in a large text file.

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