Using Python

Problem B [50 Marks]: Consider the following data given in Tables 1 and 2 : Answer the following questions: B-1. List all the variables shown in Table 1. What is the use of Table 2's data? (Print output in two separate lines) (5 marks) B-2. Classify the variables in Table 1 into field types (5 marks) B-3. Classify the variables in Table 1 into the following terminology: Independent and dependent variables. (5 marks) B-4. Draw the histogram for Day. Name the x-axis label "Days", y-axis label "Count" and title "Histogram for Days". (5 marks) B-5. From the Day's histogram, on which day waiters gets most frequent tips? (2 marks) B-6. Draw the pie chart for Size. Print the data labels consisting of percentages (one decimal place) along with counts in parentheses. For example, 10.9\% (12). Moreover, calculate the mode of Size? (6 marks) B-7. Find the mean, median, and mode for the Tip with three decimal places. Then, crosscheck the results using manual calculations. B-8. Find the range, variance, and standard deviation for Total_bill with two decimal places. Crosscheck the results using manual calculations. (6 marks) B-9. Find the 55th and 69th percentiles (i.e., P55 and P69) for Total_bill with two decimal places. (5 marks) B-10. Draw 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