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Construct a stem-and-leaf display for the following data. $$\begin{array}{ccccccc} 70 & 72 & 75 & 64 & 58 & 83 & 80 & 82 \\ 76 & 75 & 68 & 65 & 57 & 78 & 85 & 72 \end{array}$$

Short Answer

Expert verified
The stem-and-leaf plot is: 5 | 7 8 6 | 4 5 8 7 | 0 2 2 5 5 6 8 8 | 0 2 3 5

Step by step solution

01

Organize the Data

First, list all the data values in order from least to greatest: 57, 58, 64, 65, 68, 70, 72, 72, 75, 75, 76, 78, 80, 82, 83, 85. Organizing the data helps in creating a clear stem-and-leaf plot.
02

Determine the Stem Units

Examine the sorted data to determine the stem units. Here, the tens digits (5, 6, 7, and 8) will serve as the stems.
03

Create the Stem

List the stem units vertically in a column, from the smallest tens digit (5) to the largest (8): 5 6 7 8
04

Add the Leaves

For each data value, write the units digit (leaf) next to its corresponding stem. Align the leaves in rows horizontally: 5 | 7 8 6 | 4 5 8 7 | 0 2 2 5 5 6 8 8 | 0 2 3 5
05

Review the Display

Check to ensure all data points are represented in the stem-and-leaf display. Ensure values are correctly sorted within each row.

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Data Visualization
A stem-and-leaf plot is a graphical method used to display and organize quantitative data. It provides a clear view of data distribution while maintaining the original data values. Think of it as a way to organize numbers and see their frequency visually.

This type of plot helps us understand the shape of a data set. It is similar to a histogram but has the added advantage of retaining the actual data points. With stem-and-leaf plots, you can easily identify trends, clusters, and outliers.
  • Each number in the data set is divided into two parts: a stem and a leaf.
  • The stem generally represents the highest place value of the data point (like tens), and the leaf represents the next smallest place value (like ones).
  • This visualization is particularly helpful for small to moderate-sized data sets.

Creating a stem-and-leaf plot from a data set transforms simple numbers into an informative visual presentation, making trends and patterns easy to spot.
Descriptive Statistics
Descriptive statistics are measures used to summarize and describe the essential features of a data set. They provide simple summaries and provide insight into the data without complex analysis.

When using a stem-and-leaf plot as a tool for descriptive statistics, you can quickly access several key pieces of information about a data distribution:
  • **Central Tendency:** The plot allows you to see where most data points are located, giving a visual sense of the mean and median.
  • **Range and Variability:** By seeing the highest and lowest values, you can determine the range. The spread of leaves can indicate variability within the data.
  • **Shape of the Distribution:** Notice if the data forms a symmetrical shape, or if it is skewed to one side.

Descriptive statistics, through tools like stem-and-leaf plots, help summarize large amounts of data. They can make it easier to analyze without losing sight of individual data points.
Organizing Data
Organizing data is a fundamental step in any statistical analysis. It involves arranging data points in a structured format to facilitate interpretation and make analysis more straightforward. Using a stem-and-leaf plot is one way to organize data effectively.

In a stem-and-leaf plot, the data is listed in increasing order, which makes it easier to identify specific values and compare them. This arrangement helps prevent oversight of critical data points and aids in the construction of other statistical graphs and tables.
  • **Order Matters:** Sorting the data allows for easier reading and interpretation, especially when searching for patterns.
  • **Grouping Data:** Creating stems helps in grouping data in relevant categories. These help in making the overall data set easier to understand.
  • **Identifying Errors:** By organizing data, it becomes simpler to identify any mistakes or outliers that may require further investigation.

Effectively organizing data is essential for accurate data analysis and reliable conclusions. A stem-and-leaf plot is a hands-on way to order and analyze data, offering insights at a glance.

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Most popular questions from this chapter

The Nielsen Media Research television rating measures the percentage of television owners who are watching a particular television program. The highest-rated television program in television history was the \(M^{*} A^{*} S^{*} H\) Last Episode Special shown on February 28,1983 A 60.2 rating indicated that \(60.2 \%\) of all television owners were watching this program. Nielsen Media Research provided the list of the 50 top-rated single shows in television history (The New York Times Almanac, 2006). The following data show the television net- work that produced each of these 50 top-rated shows. \(\begin{array}{lllll}\mathrm{ABC} & \mathrm{ABC} & \mathrm{ABC} & \mathrm{NBC} & \mathrm{CBS} \\ \mathrm{ABC} & \mathrm{CBS} & \mathrm{ABC} & \mathrm{ABC} & \mathrm{NBC} \\ \mathrm{NBC} & \mathrm{NBC} & \mathrm{CBS} & \mathrm{ABC} & \mathrm{NBC} \\ \mathrm{CBS} & \mathrm{ABC} & \mathrm{CBS} & \mathrm{NBC} & \mathrm{ABC} \\ \mathrm{CBS} & \mathrm{NBC} & \mathrm{NBC} & \mathrm{CBS} & \mathrm{NBC} \\ \mathrm{CBS} & \mathrm{CBS} & \mathrm{CBS} & \mathrm{NBC} & \mathrm{NBC} \\ \mathrm{FOX} & \mathrm{CBS} & \mathrm{CBS} & \mathrm{ABC} & \mathrm{NBC} \\ \mathrm{ABC} & \mathrm{ABC} & \mathrm{CBS} & \mathrm{NBC} & \mathrm{NBC} \\ \mathrm{NBC} & \mathrm{CBS} & \mathrm{NBC} & \mathrm{CBS} & \mathrm{CBS} \\ \mathrm{ABC} & \mathrm{CBS} & \mathrm{ABC} & \mathrm{NBC} & \mathrm{ABC}\end{array}\) a. Construct a frequency distribution, percent frequency distribution, and bar graph for the data. b. Which network or networks have done the best in terms of presenting top- rated television shows? Compare the performance of \(\mathrm{ABC}, \mathrm{CBS},\) and \(\mathrm{NBC}\)

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