Scenario: A group of 40 individuals recorded the amount of time (in hours) they spent on various activities in a day. The activities include sleeping, working, exercising, leisure, and other tasks. The data collected for "leisure" time is as follows: [2, 3, 1.5, 4, 2.5, 3, 2, 5, 1, 3.5, 2, 4.5, 3, 2.5, 1, 4, 3, 2, 5, 3.5, 2, 4, 3, 2.5, 1.5, 4, 3, 2, 5, 3.5, 2, 4, 3, 2.5, 1, 4.5, 3, 2, 5] Tasks: 1. Create a Histogram: • Objective: Illustrate the distribution of leisure time among individuals. • Instructions: • Choose appropriate intervals (e.g., 1-2 hours, 2-3 hours, etc.). . Tally the number of individuals in each interval. Plot the histogram accordingly. 2. Create a Bar Chart: • Objective: Compare the frequency of specific leisure time durations. . Instructions: • Decide on categories (e.g., 1-2 hours, 2-3 hours, etc.). • Create bars representing the count of individuals in each category. Ensure the chart is well-labeled and easy to interpret. 3. Analysis Questions: • a. Identify the most common range of leisure time. • b. Calculate the average leisure time and discuss how it relates to the histogram. • • c. Determine the probability that a randomly selected individual spends more than 4 hours on leisure activities. d. Discuss any trends or patterns observable from the visualizations and suggest reasons for these patterns.