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Data mining is a method used to analyze large datasets to uncover meaningful insights. It involves tasks such as data cleaning, data transformation, and data integration. Data cleaning and preparation are essential steps in the data mining process, as it ensures the effectiveness of subsequent analytical methods. Data mining also involves tracking patterns to identify trends within data, which can provide organizations with the foundation for taking strategic actions.