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Statistics · Descriptive Statistics

Descriptive Statistics

CC BY 4.0 · OpenStax · approximately 1 min read

Learning objectives

Descriptive Statistics

    Student Learning Outcomes

  • The student will construct a histogram and a box plot.
  • The student will calculate univariate statistics.
  • The student will examine the graphs to interpret what the data imply.

Collect the Data

Record the number of pairs of shoes you own.

  1. Randomly survey 30 classmates about the number of pairs of shoes they own. Record their values.
    Survey Results
    _____ _____ _____ _____ _____
    _____ _____ _____ _____ _____
    _____ _____ _____ _____ _____
    _____ _____ _____ _____ _____
    _____ _____ _____ _____ _____
    _____ _____ _____ _____ _____
  2. Construct a histogram. Make five to six intervals. Sketch the graph using a ruler and pencil and scale the axes.

    View original figure (external; image not reproduced in this text edition)

    Original figure description: A blank graph template for use with this problem.

  3. Calculate the following values:
    1. x ¯ = _____
    2. s = _____
  4. Are the data discrete or continuous? How do you know?
  5. In complete sentences, describe the shape of the histogram.
  6. Are there any potential outliers? List the value(s) that could be outliers. Use a formula to check the end values to determine if they are potential outliers.

    Analyze the Data

  1. Determine the following values:
    1. Min = _____
    2. M = _____
    3. Max = _____
    4. Q1 = _____
    5. Q3 = _____
    6. IQR = _____
  2. Construct a box plot of data.
  3. What does the shape of the box plot imply about the concentration of data? Use complete sentences.
  4. Using the box plot, how can you determine if there are potential outliers?
  5. How does the standard deviation help you to determine concentration of the data and whether there are potential outliers?
  6. What does the IQR represent in this problem?
  7. Show your work to find the value that is 1.5 standard deviations
    1. above the mean.
    2. below the mean.
← Measures of the Spread of the DataIntroduction →

Attribution. Statistics, OpenStax, Rice University, and the contributing authors credited in the book. Licensed under Creative Commons Attribution 4.0 International. Source revision 7dea80ae28 of openstax/osbooks-statistics (2026-04-23). CC BY 4.0. Original source ↗. Text edition of a pinned CC BY 4.0 source revision of the OpenStax book, converted from CNXML by the EvidenceHelix importer. Original prose, learning objectives, tables, exercises, glossary and captions are preserved; images are not copied (figures link to the original source and keep their credits). No new content was added. Later revisions of this book can carry different licence terms and are not used.

In this chapter Contents

  • Introduction
  • Stem-and-Leaf Graphs (Stemplots), Line Graphs, and Bar Graphs
  • Histograms, Frequency Polygons, and Time Series Graphs
  • Measures of the Location of the Data
  • Box Plots
  • Measures of the Center of the Data
  • Skewness and the Mean, Median, and Mode
  • Measures of the Spread of the Data
  • Descriptive Statistics

Source

OpenStax source file ↗

Illustrated original ↗

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