Understanding Your Data: The Essentials of Exploratory Data Analysis EDA, a crucial step in data science projects, helps you get familiar with your dataset before diving into modeling or drawing conclusions. It involves examining distribution, outliers, correlation analysis, handling missing values, and summary statistics. Source: https://dev.to/shamso_osman/understanding-your-data-the-essentials-of-exploratory-data-analysis-109k