Problem B [50 Marks]: Consider the following data given in Tables 1 and 2 : B-8. Find the range, variance, and standard deviation for Total bill with two decimal places. Crosscheck the results using manual calculations. (6 marlss) B-9. Find the 55 and 69 percentiles (i.e., P5S and P 69 ) for Total_bill with two decimal places. (5 Warks) B-10. Daw the box plot for Total_bill. Further, set the title of the plot "Box Plot for Total Bill". Moreover, calculate the upper and lower whisker's values and comment on whether there are any outliers. Answer the following questions: B-1. List all the variahles shown in Table 1. What is the use of Table 2's data? (Print output in two separate lincs) (5 markhs) B-2. Classify the variables in Table I into ficld types (5 wiarks) B-3. Classity the variables in Table 1 into the following terminology; Independent and dependent variables. (5 mrerks) B-4. Draw the histogram for Day- Name the x-axis label "Days", y-axis label "Conet" and title "Hstograw for Days". (5 markis) B-3. From the Day's histogram, on which day waiters gets most frequent tips? (2 mearhs) B-6. Draw the pie chart for Gize. Print the data labels consisting of percentages (one decimal place) along with counts in parentheses. For example, 10.9%, (12). Moreover, caleulate the mode of Slze? (6 miarisk) B-7. Find the mean, median, and mode tor the Tip witb three decimal places. Then, crosscbeck the results using manual calculations