Regression Analysis Data Science DF3

Regression analysis is generally performed using quantitative data for both dependent and independent variables. It can also extend to cases where one of the variables (or both) is (are) qualitative. Due to its flexibility, it has been widely used in many different applications.

Discuss how regression analysis might help in revealing a relationship between the two (or more) variables. Describe the problem background and the variables. Also, why do you believe that a regression model is suitable?