1.Import dataset "fb_sample_hwk.csv" 2.Assign proper datatype for the necessary columns for this assignment 3.Select the posts which have "Page Name" starting with "s" or "a" 4.Keep posts only from the top 50% of accounts with the highest post counts 5.For the posts from the top 50% accounts, create new columns named "likes_views" and "comments_views" to represent the ratios of "Likes" to "Total Views" and "Comments" to "Total Views," respectively (Ensure to add a nominal value to the denominator to avoid division by zero) 6.(Use the posts from the top 50% accounts) report the correlation between "likes_views" and "comments_views" and write down the correlation value 7.(Use the posts from the top 50% accounts) Draw a scatter plot of "likes_views" and "comments_views