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Introduction In today's data-driven world, the practice of data analysis has become a cornerstone of strategic planning across multiple industries. Companies depend on analytics to understand large amounts of information and inform their business strategies. This piece explores the significance of data analysis and provide insights into its fundamental aspects. Body Content 1. The Foundations of Data Analysis Data analysis involves analyzing unprocessed information to derive meaningful information. covers multiple stages, including data cleaning, initial data assessment