Why should we use feature engineering during EDA?

Select all the correct answe's.

Helps us pass the time with purpose and procrastinate our other tasks at hand in an excusable and justifiable manner.

EDA is a creative process so by feature engineering old variables we are essentially creating new art forms for art galleries of the future.

Some forms of regression will require the target variable to be of a certain distribution, so we may take e$.$g$.$ the log of a variable.

EDA is a creative process, so creating new variables and playing around helps build familiarity with the dataset and generate insight.