Questiоn 1 Explоrаtоry Dаtа Analysis (6 points) Use dataset "Personal_Financial_Wellness" for this question a) (2 points)i) (1 point) Which category of Employment_Status is most common, and what percentage of the dataset does it represent?ii) (1 point) Using scatterplot and correlation coefficient, does a higher Financial_Literacy_Score consistently correspond to a higher savings rate? b) (2 points)i) (1 point)How does average Financial_Literacy_Score vary across Employment_Status categories?ii) (1 point) Which combination of Employment_Status and Education_Level has the highest average income? c) (2 points)i) (1 point) After dividing individuals into income quartiles, which quartile has the highest median savings rate and the largest spread in savings?ii) (1 point) Using boxplots, which Housing_Type has the highest debt burden, and are debt levels more variable within some housing categories than others?