Exploratory Data Analysis (EDA) is a critical process in data analysis where initial investigations are performed on the data set to discover patterns, spot anomalies, test hypotheses, and check assumptions with the help of summary statistics and graphical representations. It helps in understanding the data better and preparing it for more advanced analysis or modeling.