Handling duplicates, malformed entries, and mixed encoding.
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This paper investigates methods for processing large text datasets (approx. 500k entries) containing mixed formats. It explores techniques for cleaning, structuring, and analyzing this data to extract actionable insights while addressing efficiency and data integrity challenges. 1. Introduction Handling duplicates, malformed entries, and mixed encoding