Introduction: Unlocking the Power of Your Data with EDA In the vast realm of data science, raw data is akin to unrefined ore, holding immense potential but requiring careful processing to extract valuable insights. Exploratory Data Analysis, or EDA, acts as the essential refining process, a critical initial step that transforms raw data into actionable