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: 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. 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. 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.

Advanced Engineering Mathematics
10th Edition
ISBN:9780470458365
Author:Erwin Kreyszig
Publisher:Erwin Kreyszig
Chapter2: Second-order Linear Odes
Section: Chapter Questions
Problem 1RQ
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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.
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