introduction Exploratory data analysis is a method of evaluating or understanding data in order to obtain insights or key features. EDA Can be divided into two categories: graphical analysis and non-graphical analysis. EDA is an important component of any data science or machine learning process. To build a reliable and valuable output based on it…