Exploratory data analysis (EDA) helps to understand the data better.
2. It helps you obtain confidence in your data to a point where you’re ready to engage a machine learning algorithm.
3. It allows you to refine your selection of feature variables that will be used later for model building.
4. You can discover hidden trends and insights from the data.