🔥🖥️🌏 Exploratory data analysis (EDA) is a method of analyzing data sets to summarize their main characteristics, often using statistical graphics and other data visualization methods. EDA is primarily used to see what data can reveal beyond the formal modeling or hypothesis testing task and provides a better understanding of data set variables .