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Q1. Data Exploration (Use dataset completed_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?

The running trail in my neigborhood __________ for a total of 3 miles. 

Lisa was astonished when she realized she had the winning lottery ticket.  What is the correct part of speech in this sentence?

What would Eddy say if he intended to learn Spanish?

Luc was tired of feeling sick, so he decided to ___________ with a doctor. 

Which dietary change would be most beneficial for Mrs. Wilson?

Which exercise recommendation is best for Mrs. Wilson? 

What is the most likely cause of Mrs. Wilson’s symptoms?

Why was a Hemoglobin A1C test ordered?