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Introduction In this modern information age, the keyword, "data analysis," has become a cornerstone of strategic planning across multiple sectors. Companies depend on analytics to understand large amounts of information and drive key decisions. This piece explores the importance of data analysis and provide insights into its key components. Body Content 1. The Foundations of Data Analysis Data analysis includes examining raw data to derive valuable insights. This approach covers multiple stages, such as data cleaning, exploratory data analysis, and graphical represen