Finding the Median of a Data Set

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Questions and Answers

Explain how the median weight of a group of dogs is determined if three dogs weigh less than or equal to 32 pounds and three dogs weigh greater than or equal to 32 pounds.

The median weight for this example group of dogs is 32 pounds.

Describe how to find the median when you have an even number of values in a data set.

Find the two middle values and calculate their average (the number exactly in between the two middle values).

Explain the difference between mean and median and in what scenario would you use the median?

The mean is the numerical average of all the numbers, while the median is the middle value. The median is useful in cases where the distribution is not symmetric.

How does the shape of a data distribution influence the relationship between the mean and median?

<p>In a symmetrical distribution, the mean and median are close. In a non-symmetrical distribution, they tend to be farther apart.</p> Signup and view all the answers

Explain how you would find the mean absolute deviation (MAD) and what does the MAD tell you about the data set?

<p>To find the MAD, add up the distance between each data point and the mean, then divide by how many numbers there are. The MAD tells us how spread out a data set is.</p> Signup and view all the answers

How do you calculate the average of a data set?

<p>Add up all the numbers in the data set, then divide by how many numbers there are.</p> Signup and view all the answers

If a data set includes the values 3, 5, 6, 8, 11, and 12, what steps would you take to find the median, given that there are two numbers in the middle?

<p>Identify the two middle numbers (6 and 8), and then find the average of those two numbers by adding them together and dividing by 2.</p> Signup and view all the answers

Explain how the median is determined and why it's considered a measure of center.

<p>The median is the middle number in a data set when the values are listed in order. It's a measure of center because it divides the data into two equal parts, representing a typical value.</p> Signup and view all the answers

Considering a set of cookie weights with a mean of 21 grams and a median of 23 grams, explain which measure (mean or median) is a better description of a typical cookie weight and why.

<p>The median (23 grams) is a better description of a typical cookie weight because it is closer to where most of the data points are clustered, reflecting the typical value in the distribution. The mean is fairly influenced by each value in the data set, so in cases when the distribution is less symmetric, the median is more of the typical value.</p> Signup and view all the answers

Explain why the median might be preferred over the mean in a data set that is not symmetrical.

<p>The mean is fairly influenced by each value in the data set and skewed distributions. In cases when the distribution is less symmetric, the median is more of the typical value.</p> Signup and view all the answers

In a data set representing travel times, what does a small MAD (Mean Absolute Deviation) indicate about the consistency of those travel times?

<p>A small MAD indicates that the travel times are close to the mean, meaning the travel times are consistent. The values in the dataset are similar.</p> Signup and view all the answers

If two different dot plots represent the ages of people at a soccer practice, and one has a greater MAD, what can you infer about the age distribution in that dot plot?

<p>The age distribution varies more. The ages are more spread out compared to the other dot plot.</p> Signup and view all the answers

Why is the median considered useful when analyzing real estate prices in a neighborhood?

<p>Real estate prices can vary widely. The median is less sensitive to outliers so it can provide a more accurate representation of typical home values.</p> Signup and view all the answers

How would you interpret a situation where the mean of a dataset is significantly higher than the median?

<p>This suggests the presence of high values or outliers in the dataset, pulling the mean upward.</p> Signup and view all the answers

Describe what 'measure of center' means in the context of data analysis.

<p>It tells us what a typical data distribution would look like. The mean and median are both measures of center</p> Signup and view all the answers

In a set of test scores, if the median score is higher than the mean score, what does this say about the distribution of scores?

<p>The distribution is skewed towards the lower end. Many students have lower test scores.</p> Signup and view all the answers

For what types of distributions is the mean generally preferred over the median as a measure of center?

<p>When the distribution is symmetrical or approximately symmetrical.</p> Signup and view all the answers

Explain the effect of outliers on the mean and median of a dataset.

<p>Outliers have a significant effect on the mean, pulling it towards their extreme value. The median is only affected if an outlier changes the middle position in the dataset.</p> Signup and view all the answers

Describe a scenario where using the median income of a neighborhood would be more informative than using the mean income.

<p>When there are a few extremely wealthy residents, pulling the mean higher. The median is a better representation of 'typical' income.</p> Signup and view all the answers

In the context of comparing two different data sets, what does a larger Mean Absolute Deviation (MAD) indicate?

<p>It indicates that the data points, on average, are more spread out. The distribution is more variable.</p> Signup and view all the answers

Flashcards

What is the median?

The middle value in a data set when the values are listed in order.

How to find the median?

Order the data values from least to greatest and find the number in the middle.

What is a measure of center?

A value that seems typical for a data distribution.

What is average?

Another name for the mean of a data set.

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What is the mean?

One way to measure the center of a data set; think of it as a balance point.

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What is Mean Absolute Deviation (MAD)?

One way to measure how spread out a data set is.

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How to find the MAD?

Add up the distance between each data point and the mean, then divide by how many numbers there are.

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Average

The average is also known as the mean.

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How to find the Mean?

Add up all the numbers in the data set and divide by how many numbers are there.

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Study Notes

Lesson 6: The Median

  • Lesson explores the median of a data set and its implications

6.1: The Plot of the Story

  • Two dot plots (data set A and B) are provided with ages ranging from 10 to 75, in increments of 5
  • Data set A shows 5 dots between 15-20, 7 dots between 40-45, 7 dots between 45-50, and 1 dot between 55-60
  • Data set B shows 6 dots between 15-20, 2 dots between 30-35, 1 dot between 35-40, 1 dot at 40, 3 dots between 40-45, 3 dots between 45-50, and 4 dots between 60-65
  • Twenty high school students, teachers, and guests attended a musical rehearsal, and the average age was 38.5 years with a MAD of 16.5 years
  • Twenty people watched a high school soccer team practice one evening, with an average age of 38.5 years and a MAD of 12.7 years
  • Another evening, twenty people watched the soccer team practice; the mean age was similar, but the MAD was about 20 years

6.2: Finding the Middle

  • An index card is used to record the first and last name and count the number of letters in name
  • Data set on numbers of siblings includes: 1, 0, 2, 1, 7, 0, 2, 0, 1, 10
  • Data should be sorted from least to greatest to find the median
  • Consider whether the median effectively measures typical number of siblings for group

6.3: Mean or Median?

  • Six cards (dot plot or histogram) are sorted into two piles based on distributions
  • Sorting decisions are discussed
  • Answer questions using information on cards:
    • Card A: What is a typical age of dogs being treated at the animal clinic?
    • Card B: What is a typical number of people in Irish households?
    • Card C: What is a typical travel time for New Zealand students?
    • Card D: Is 15 years old a good description of a typical age of people at a birthday party?
    • Card E: Is 15 minutes or 24 minutes a better description of travel time to school for students in South Africa?
    • Card F: Is 21.3 years old a good description of the age of people on a field trip to Washington, D.C.?
  • Consider how to decide which measure of center to use for dot plots on Cards A-C, and for Cards D-F

Additional Considerations

  • Diego suggests the median is a better way to measure student performance in a course
  • Teachers typically use the mean to calculate student final grades based on scores from tests, quizzes, homework, projects and assignments

Summary: Median

  • The median is a measure of central distribution, the middle value in an ordered data set

  • In a data set, half of the values are less than or equal to the median, and half are greater than or equal to it

  • To find the median, values ordered from least to greatest, then identify the middle number

  • For 5 dogs with weights of 20, 25, 32, 40, 55 pounds, the median weight is 32 pounds because three dogs weigh less than/equal to 32 pounds and three weigh greater than/equal to 32 pounds

  • For 6 cats with weights of 4, 6, 7, 8, 10, 10 pounds, the median weight between 7 and 8 pounds because half the cats weigh less than/equal to 7 pounds and half weigh greater than/equal to 8 pounds

  • With an even number of values, the number exactly between the two middle values is taken

  • The median cat weight is 7.5 pounds in the example

  • A set of 30 cookies has a mean weight of 21 grams but median weight of 23 grams

  • The dot plot data for cookie weights in grams (8 through 34, in increments of 2) showed 9 grams (1 dot), 10 grams (1 dot), 13 grams (1 dot), 14 grams (1 dot), 16 grams (1 dot), 17 grams (1 dot), 19 grams (1 dot), 20 grams (2 dots), 21 grams (2 dots), 22 grams (3 dots), 23 grams (6 dots), 24 grams (5 dots), 25 grams (4 dots), 26 grams (1 dot)

  • The median is closer to where data points cluster, and the median is a preferred measure of center

  • The mean is influenced by values and may be farther from most data points

  • In symmetrical/approximately symmetrical distributions, the mean and median are close

  • If a distribution is asymmetrical, the mean and median differ; the mean is influenced by each value in the data set

  • The median is reported as the typical value

Glossary Entries

  • Average is another name for the mean of a data set
  • The average of the data set 3, 5, 6, 8, 11, 12 is 7.5
  • The mean measures a data set's center and can be thought of as a balance point
  • The mean of 7, 9, 12, 13, 14 is 11
  • The mean is calculated by adding all numbers in data set, then dividing by how many numbers there are
  • Mean Absolute Deviation (MAD) measures how spread out a data set is
  • For the data set 7, 9, 12, 13, 14, the MAD is 2.4, meaning travel times are typically 2.4 minutes away from the mean (11)
  • The MAD is calculated by adding the distance between each data point and the mean, dividing by how many numbers there are
  • A measure of center is a value seems typical for a data distribution; mean and median are measures of center
  • The median measures the center of a data set; it is the middle number when values are listed in order
  • For the data set 7, 9, 12, 13, 14, the median is 12
  • For the data set 3, 5, 6, 8, 11, 12, there are two numbers in the middle, and the median is the average of those two numbers

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