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Introduction In today's information age, the keyword, "data analysis," has become an essential aspect of strategic planning across multiple sectors. on analytics to interpret vast sets of data and inform their business strategies. This article will delve into the importance of data analysis and shed light on its fundamental aspects. Body Content 1. The Foundations of Data Analysis Data analysis includes analyzing raw data to derive valuable insights. This approach covers multiple stages, such as data cleaning, initial data assessment,