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
The prevalence of large datasets (500k+) in modern digital analysis. Download 500k Mix txt
Efficient parsing, cleaning, and identification of relevant data. 2. Data Preprocessing and Cleaning This paper investigates methods for processing large text