Q1. Dаtа Explоrаtiоn (Use dataset cоmpleted_course for this question) (13 points) (4 points) a) Create a visualization to compare the distribution of Hours_Studied across different Enrollment_Types (Free vs. Paid) and Completion statuses (Completed vs. Not Completed). Discuss any observable trends or patterns. (3 points) b) Compute correlation matrix for numerical variables grouped by Completed. Explain the results. (2 points) c) Which Region has the highest completion rate? (4 points) d) What is the proportion of students who completed the course for each Gender?Use barplots to show the distribution of students by Gender and region?