Shape, Outliers, and Center | The Center for Quantitative Studies | Studio Aletheia
The Center for Quantitative Studies spinning orb Studio Aletheia · The Center for Quantitative Studies 6.DPSR.1.3SC 6th Grade Math

Shape, Outliers, and Center

Lesson 09 · Guided Practice, Choose Median or Mode

You can already name a shape and spot an outlier. Today you'll face trickier data sets, ones where the shape isn't obvious at first glance, and defend your measure-of-center choice against a partner's challenge.

Focus Defending a center choice
Accountability Data Journal + Exit Ticket
Indicator Use the shape of a data distribution (skewed, symmetric, ...
The Center for Quantitative Studies Color Palette Aletheian Green · Aletheian Gold
Learning Targets

Learning Targets and Success Criteria

A quick recap, then the harder cases, where an outlier hides in the middle of ordinary-looking data.

Targets

What I will learn

  • I can name the shape of a data distribution even when it isn't obvious at first glance.
  • I can identify an outlier and explain how it affects the data's shape.
  • I can defend a choice of median or mode using specific evidence from the data.
  • I can respond to a challenge to my reasoning and revise it if needed.
Success Criteria

What success looks like

  • I correctly name shape for data sets that require closer inspection.
  • I explain how a specific outlier changes a distribution's shape or its measure of center.
  • I defend my median-or-mode choice with evidence, not just a guess.
  • I revise my reasoning when a partner raises a fair challenge.
Standard 6.DPSR.1.3

Defend a median or mode choice using shape and outlier evidence.

6.DPSR.1.3 — Use the shape of a data distribution (skewed, symmetric, uniform, bimodal) and the presence of outliers to decide whether the median or mode gives the more appropriate description of center.
Vocabulary

The words we'll use in today's lesson.

These terms will carry through today's mini-lesson, Data Lab, hands-on activity, journal, and exit challenge, and they'll keep coming back all year.

01 · Describe

Symmetric

A distribution shape where the data is evenly balanced on both sides of the center.

02 · Describe

Skew

A distribution shape where most of the data bunches on one side and a tail stretches out toward the other side.

03 · Describe

Uniform

A distribution shape where the data values are spread out fairly evenly across the range, with no clear peak.

04 · Describe

Bimodal

A distribution shape with two separate peaks, meaning the data clusters around two different values.

05 · Identify

Outlier

A data value that is much greater or much less than the rest of the values in a data set.

College & Career Connections

Where this shows up in the real world.

Thinking like a mathematician is not just a school skill. It's what people get paid to do every day, in jobs you may not have heard of yet.

Data Analyst / Data Scientist

Defending the Number in a Meeting

A data analyst doesn't just pick a measure of center, they get asked to defend it in front of people who disagree. Practicing how to justify median over mode, or the reverse, using the actual shape of the data is exactly the skill that makes an analyst's report convincing instead of just asserted.

Mini-Lesson

When the Shape Isn't Obvious

A quick recap, then the harder cases, where an outlier hides in the middle of ordinary-looking data.

You already know four shapes: symmetricA distribution shape where the data is evenly balanced on both sides of the center., skewA distribution shape where most of the data bunches on one side and a tail stretches out toward the other side.ed, uniformA distribution shape where the data values are spread out fairly evenly across the range, with no clear peak., and bimodalA distribution shape with two separate peaks, meaning the data clusters around two different values.. The tricky part is that real data rarely announces its shape clearly, sometimes you have to order the values and picture the dots carefully before the pattern shows up. An outlierA data value that is much greater or much less than the rest of the values in a data set. can be especially sneaky: a data set of 8, 9, 9, 10, 40 looks almost symmetric among its first four values, until that 40 reveals a strong skew.

Today, when you choose median or mode, you'll need to do more than name your choice, you'll need to defend it against a partner who might disagree. A strong defense points to specific evidence: "I chose median because the 40 is an outlier that would distort other measures," is far more convincing than "I just think median is better."

Adapted from Studio Aletheia's The Center for Quantitative Studies curriculum library, drawing on mathematical resources and the SC CCR Mathematics Standards.

Check for Understanding · CFU 1
A data set is 6, 7, 7, 8, 50. A classmate says mode is the best measure of center because 7 repeats. Do you agree or disagree? Use the shape and outlier to defend your answer.
Toolkit

Materials for the Data Lab.

  • A. Shape Challenge Cards
  • B. Partner Debate Sentence Starters
  • C. Sticky notes
  • D. Your Data Journal
  • E. A calculator (optional)
Non-negotiable routine

Order the data, picture its shape, and check for an outlier before ever choosing a measure of center, then be ready to defend it.

Guided Practice

Defend Your Center Lab

You'll choose a measure of center, then a partner will challenge it, and you'll respond with evidence.

Data Lab
Each data set below hides a shape or an outlier that isn't obvious at first glance.
1 · Order
Order your chosen data set from least to greatest.
2 · Describe
Describe the shape, and note anything that surprised you.
3 · Identify
Identify any outlier and explain its effect on the shape.
4 · Question
Question a partner's choice of median or mode and record their defense.
Hands-On

Defend Your Choice

You'll pick a measure of center for a tricky data set, then defend it against a partner's challenge in writing.

1
Order: Order your chosen data set from least to greatest.
2
Analyze: Analyze the shape and identify any outlier present.
3
Choose: Choose median or mode as the better measure of center.
4
Defend: Write a defense of your choice, then respond to one challenge your partner raises.
Required

Data Journal Entry

Which Mathematical Process Standard did you rely on most today — Problem Solving, Connections, Representation & Communication, Analyze & Justify, or Structure & Patterns? Give one specific example from your Data Lab or hands-on work.
Checklist

Accountability Checklist

Required · Exit Challenge

Defend It in Writing

A data set is 20, 21, 21, 22, 60. A classmate claims the mode best describes the center. Do you agree? Use the data's shape and its outlier to defend your own choice of median or mode.

Lesson 09 · Guided Practice, Choose Median or Mode

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