The stock and the index closing prices were taken from April 1,2021 to march 31, 2023. For realistic data understanding, logarithmic returns were calculated for both stock and index and a visualization was produced

The aim is to apply analytical operations in terms of Model Creation and Prediction. The variables chosen for this model are mpg(miles per gallon) and cyl(no. of cylinders) with mpg as dependent variable depending on cyl as independent variable.